Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting
Article
Ali, Mumtaz, Deo, Ravinesh C., Downs, Nathan J. and Maraseni, Tek. 2018. "Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting." Atmospheric Research. 213, pp. 450-464. https://doi.org/10.1016/j.atmosres.2018.07.005
| Article Title | Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting |
|---|---|
| ERA Journal ID | 1956 |
| Article Category | Article |
| Authors | Ali, Mumtaz (Author), Deo, Ravinesh C. (Author), Downs, Nathan J. (Author) and Maraseni, Tek (Author) |
| Journal Title | Atmospheric Research |
| Journal Citation | 213, pp. 450-464 |
| Number of Pages | 15 |
| Year | 2018 |
| Publisher | Elsevier |
| Place of Publication | Netherlands |
| ISSN | 0169-8095 |
| 1873-2895 | |
| Digital Object Identifier (DOI) | https://doi.org/10.1016/j.atmosres.2018.07.005 |
| Web Address (URL) | https://www.sciencedirect.com/science/article/pii/S0169809518304216 |
| Abstract | To ameliorate agricultural impacts due to persistent drought-risks by promoting sustainable utilization and pre-planning of water resources, accurate rainfall forecasting models, addressing the dynamic nature of drought phenomenon, is crucial. In this paper, a multi-stage probabilistic machine learning model is designed and evaluated for forecasting monthly rainfall. The multi-stage hybrid MCMC-Cop-Bat-OS-ELM model utilizing online-sequential extreme learning machines integrated with Markov Chain Monte Carlo (MCMC) based bivariate-copula and the Bat algorithm is employed to incorporate significant antecedent rainfall (t–1) as the model's predictor in the training phase. After computing the partial autocorrelation function (PACF) at the first stage, twenty-five MCMC based copulas (i.e., Gaussian, t, Clayton, Gumble, Frank and Fischer-Hinzmann etc.) are adopted to determine the dependence of antecedent month's rainfall with the current and future rainfall at the second stage of the model design. Bat algorithm is applied to sort the optimal MCMC-copula model by a feature selection strategy at the third stage. At the fourth stage, PACF's of the optimal MCMC-copula model are computed to couple the output with OS-ELM algorithm to forecast future rainfall values in an independent test dataset. As a benchmarking process, standalone extreme learning machine (ELM) and random forest (RF) is also integrated with MCMC based copulas and the Bat algorithm, yielding a hybrid MCMC-Cop-Bat-ELM and a MCMC-Cop-Bat-RF models. The proposed multi-stage hybrid model is tested in agricultural belt region in Faisalabad, Jhelum and Multan, located in Pakistan. The testing performance of all three hybridized models, according to robust statistical error metrics, is satisfactory in comparison to the standalone counterparts, however the multi-stage, hybridized MCMC-Cop-Bat-OS-ELM model is found to be a superior tool for forecasting monthly rainfall. This multi-stage probabilistic learning model can be explored as a pertinent decision-support tool for agricultural water resources management in arid and semi-arid regions where a statistically significant relationship with antecedent rainfall exists |
| Keywords | rainfall forecasting; Markov Chain Monte Carlo simulation; Copulas; Bat algorithm; OS-ELMELM; RF |
| ANZSRC Field of Research 2020 | 460510. Recommender systems |
| 460207. Modelling and simulation | |
| 469999. Other information and computing sciences not elsewhere classified | |
| 370202. Climatology | |
| Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
| Byline Affiliations | School of Agricultural, Computational and Environmental Sciences |
| Institute for Agriculture and the Environment | |
| Institution of Origin | University of Southern Queensland |
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Chand, Ravinesh, Nguyen-Huy, Thong, Deo, Ravinesh C., Ghimire, Sujan, Ali, Mumtaz and Ghahramani, Afshin. 2024. "Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index." Water. 16 (11). https://doi.org/10.3390/w16111560Electronic sun journal as an evaluation tool for measuring sunflecks while walking through urban forests
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Joseph, Lionel P., Deo, Ravinesh C., Casillas-Perez, David, Prasad, Ramendra, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model." Applied Energy. 359. https://doi.org/10.1016/j.apenergy.2024.122624Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David, Salcedo-sanz, Sancho, Pourmousavi, S. Ali and Acharya, U. Rajendra. 2024. "Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model." Engineering Applications of Artificial Intelligence. 132. https://doi.org/10.1016/j.engappai.2024.107918Electricity demand error corrections with attention bi-directional neural networks
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Ghimire, Puspa Raj, Devkota, Niranjan, Maraseni, Tek, Khanal, Ghanashyam, Deuja, Jagat and Khadka, Umesh. 2024. "Does joint land ownership empower rural women socio-economically? Evidence from Eastern Nepal." Land Use Policy: the international journal covering all aspects of land use. 138. https://doi.org/10.1016/j.landusepol.2024.107052Micromachined Mechanical Resonant Sensors: From Materials, Structural Designs to Applications
Dinh, Toan, Rais-Zadeh, Mina, Nguyen, Thanh, Phan, Hoang-Phuong, Song, Pingan, Deo, Ravinesh, Dao, Dzung, Nguyen, Nam-Trung and Bell, John. 2024. "Micromachined Mechanical Resonant Sensors: From Materials, Structural Designs to Applications." Advanced Materials Technologies. 9 (2). https://doi.org/10.1002/admt.202300913Predicting the current habitat refugia of Himalayan Musk deer (Moschus chrysogaster) across Nepal
Dhami, Bijaya, Chhetri, Nar Bahadur, Neupane, Bijaya, Adhikari, Binaya, Bashyal, Bijay, Maraseni, Tek Maraseni, Thapamagar, Tilak, Dhakal, Yogesh, Tripathi, Aashish and Koju, Narayan Prasad. 2024. "Predicting the current habitat refugia of Himalayan Musk deer (Moschus chrysogaster) across Nepal." Ecology and Evolution. 14 (2). https://doi.org/10.1002/ece3.10949The interplay between the entrepreneurial leadership identity, entrepreneurial leadership competency and venture growth intentions of women in rural Australia
Dhakal, Purushottam, Wiesner, Retha and Maraseni, Tek. 2024. "The interplay between the entrepreneurial leadership identity, entrepreneurial leadership competency and venture growth intentions of women in rural Australia." PLoS One. 19 (2). https://doi.org/10.1371/journal.pone.0296865Questioning the use of ensembles versus individual climate model generated flows in future peak flood predictions: Plausibility and implications
Devkota, Laxmi Prasad, Bhattarai, Utsav, Devkota, Rohini, Maraseni, Tek and Marahatta, Suresh. 2024. "Questioning the use of ensembles versus individual climate model generated flows in future peak flood predictions: Plausibility and implications." Journal of Flood Risk Management. 17 (2). https://doi.org/10.1111/jfr3.12978Knowledge mapping for a secure and sustainable hemp industry: A systematic literature review
Aryal, Kishor, Maraseni, Tek, Kretzschmar, Tobias, Chang, Dennis, Naebe, Maryam, Neary, Liz and Ash, Gavin. 2024. "Knowledge mapping for a secure and sustainable hemp industry: A systematic literature review." Case Studies in Chemical and Environmental Engineering. 9. https://doi.org/10.1016/j.cscee.2023.100550Machine learning for expediting next-generation of fire-retardant polymer composites
Jafari, Pooya, Zhang, Ruoran, Huo, Siqi, Wang, Qingsheng, Yong, Jianming, Hong, Min, Deo, Ravinesh, Wang, Hao and Song, Pingan. 2024. "Machine learning for expediting next-generation of fire-retardant polymer composites." Composites Communications. 45. https://doi.org/10.1016/j.coco.2023.101806Quantitative improvement of streamflow forecasting accuracy in the Atlantic zones of Canada based on hydro-meteorological signals: A multi-level advanced intelligent expert framework
Jamei, Mozhdeh, Jamei, Mehdi, Ali, Mozhdeh, Karbasi, Masoud, Farooque, Aitazaz A., Malik, Anurag, Cheema, Saad Javed, Esau, Travis J. and Yaseen, Zaher Mundher. 2024. "Quantitative improvement of streamflow forecasting accuracy in the Atlantic zones of Canada based on hydro-meteorological signals: A multi-level advanced intelligent expert framework." Ecological Informatics. 80. https://doi.org/10.1016/j.ecoinf.2023.102455Short-term drought Index forecasting for hot and semi-humid climate Regions: A novel empirical Fourier decomposition-based ensemble Deep-Random vector functional link strategy
Jamei, Mehdi, Ali, Mumtaz, Bateni, Sayed M., Jun, Changhyun, Karbasi, Masoud, Malik, Anurag, Jamei, Mozhdeh and Yaseen, Zaher Mundher. 2024. "Short-term drought Index forecasting for hot and semi-humid climate Regions: A novel empirical Fourier decomposition-based ensemble Deep-Random vector functional link strategy ." Computers and Electronics in Agriculture. 217. https://doi.org/10.1016/j.compag.2023.108609Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model
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Ali, Mumtaz, Prasad, Ramendra, Jamei, Mehdi, Malik, Anurag, Xiang, Yong, Abdulla, Shahab, Deo, Ravinesh C., Farooque, Aitazaz A. and Labban, Abdulhaleem H.. 2024. "Short-term wave power forecasting with hybrid multivariate variational mode decomposition model integrated with cascaded feedforward neural networks." Renewable Energy. 221. https://doi.org/10.1016/j.renene.2023.119773Accurate monitoring of micronutrients in tilled potato soils of eastern Canada: Application of an eXplainable inspired-adaptive boosting framework coupled with SelectKbest
Jamei, Mehdi, Ali, Mumtaz, Afzaal, Hassan, Karbasi, Masoud, Malik, Anurag, Farooque, Aitazaz Ahsan, Haydar, Zeeshan and Zaman, Qamar Uz. 2024. "Accurate monitoring of micronutrients in tilled potato soils of eastern Canada: Application of an eXplainable inspired-adaptive boosting framework coupled with SelectKbest." Computers and Electronics in Agriculture. 216. https://doi.org/10.1016/j.compag.2023.108479Application of an explainable glass-box machine learning approach for prognostic analysis of a biogas-powered small agriculture engine
Jamei, Mehdi, Sharma, Prabhakar, Ali, Mumtaz, Bora, Bhaskor J., Malik, Anurag, Paramasivam, Prabhu, Farooque, Aitazaz A. and Abdulla, Shahab. 2024. "Application of an explainable glass-box machine learning approach for prognostic analysis of a biogas-powered small agriculture engine." Energy. 288. https://doi.org/https://doi.org/10.1016/j.energy.2023.129862Boruta extra tree-bidirectional long short-term memory model development for Pan evaporation forecasting: Investigation of arid climate condition
Karbasi, Masoud, Ali, Mumtaz, Bateni, Sayed M., Jun, Changhyun, Jamei, Mehdi and Yaseen, Zaher Mundher. 2024. "Boruta extra tree-bidirectional long short-term memory model development for Pan evaporation forecasting: Investigation of arid climate condition." Alexandria Engineering Journal. 86, pp. 425-442. https://doi.org/10.1016/j.aej.2023.11.061Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions
Tao, Hai, Abba, Sani I., Al-Areeq, Ahmed M., Tangang, Fredolin, Samantaray, Sandeep, Sahoo, Abinash, Siqueira, Hugo Valadares, Maroufpoor, Saman, Demir, Vahdettin, Bokde, Neeraj Dhanraj, Goliatt, Leonardo, Jamei, Mehdi, Ahmadianfar, Iman, Bhagat, Suraj Kumar, Halder, Bijay, Guo, Tianli, Helman, Daniel S., Ali, Mumtaz, Sattar, Sabaa, ..., Yaseen, Zaher Mundher. 2024. "Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions ." Engineering Applications of Artificial Intelligence. 129. https://doi.org/10.1016/j.engappai.2023.107559Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting
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Ahmed, Abul Abrar Masrur, Jui, S Janifer Jabin, AL-Musaylh, Mohanad S., Raj, Nawin, Saha, Reepa, Deo, Ravinesh C and Saha, Sanjoy Kumar. 2024. "Hybrid Deep Learning Model for Wave Height Prediction in Australia's Wave Energy Region." Applied Soft Computing. 150. https://doi.org/10.1016/j.asoc.2023.111003Monthly sodium adsorption ratio forecasting in rivers using a dual interpretable glass-box complementary intelligent system: Hybridization of ensemble TVF-EMD-VMD, Boruta-SHAP, and eXplainable GPR
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Karimi, Bakhtiar, Jahannemaei, Neshat, Farooque, Aitazaz Ahsan and Yaseen, Zaher Mundher. 2024. "Monthly sodium adsorption ratio forecasting in rivers using a dual interpretable glass-box complementary intelligent system: Hybridization of ensemble TVF-EMD-VMD, Boruta-SHAP, and eXplainable GPR." Expert Systems with Applications. 237 (Part B). https://doi.org/10.1016/j.eswa.2023.121512Potential for greenhouse gas (GHG) emissions savings from replacing short motorcycle trips with active travel modes in Vietnam
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Davey, Christopher P., Shakeel, Ismail, Deo, Ravinesh C. and Salcedo-sanz, Sancho. 2023. "Channel-Agnostic Training of Transmitter and Receiver for Wireless Communications ." Sensors. 23 (24). https://doi.org/10.3390/s23249848Optimizing the Seasonal Shade and Ultraviolet Protection of a Suburban Playground by Utilization of the Playground Shade Index
Downs, Nathan, Butler, Harry, Parisi, Alfio, Beckman-Downs, Melanie and Igoe, Damien. 2023. "Optimizing the Seasonal Shade and Ultraviolet Protection of a Suburban Playground by Utilization of the Playground Shade Index." Photochemistry and Photobiology. 99 (6), pp. 1483-1492. https://doi.org/10.1111/php.13792Deep Image Analysis for Microalgae Identification
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Karbasi, Masoud, Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Chu, Xuefeng, Farooque, Aitazaz Ahsan and Yaseen, Zaher Mundher. 2023. "Development of an enhanced bidirectional recurrent neural network combined with time-varying filter-based empirical mode decomposition to forecast weekly reference evapotranspiration." Agricultural Water Management. 290. https://doi.org/https://doi.org/10.1016/j.agwat.2023.108604An ensemble machine learning-based intelligent system for human activity recognition using sensory data
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Tao, Hai, Al-Hilali, Aqeel Ali, Ahmed, Ali M., Mussa, Zainab Haider, Falah, Mayadah W., Abed, Salwan Ali, Deo, Ravinesh, Jawad, Ali H., Maulud, Khairul Nizam Abdul, Latif, Mohd Talib and Yaseen, Zaher Mundher. 2023. "Statistical and spatial analysis for soil heavy metals over the Murray-Darling river basin in Australia." Chemosphere. 317. https://doi.org/10.1016/j.chemosphere.2023.137914A global systematic literature review on sustainable soil management practices (1994–2022)
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Phimmavong, Somvang, Keenan, Rodney J., Phimmavong, Viengvilay, Maroulis, Jerry and Maraseni, Tek. 2023. "Assessing the COVID-19 impacts on the coffee industry in Laos: An input–output modelling approach." Cogent Economics and Finance. 11 (2). https://doi.org/10.1080/23322039.2023.2250692A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction
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Morgan, Edward A., Bush, Glenn, Mandea, Joseph Zambo and Maraseni, Tek. 2023. "Community evaluation of forest and REDD+ governance quality in the democratic Republic of the Congo." Journal of Environmental Management. 328. https://doi.org/10.1016/j.jenvman.2022.116891A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images
Inamdar, Mahesh Anil, Raghavendra, U., Gudigar, Anjan, Bhandary, Sarvesh, Salvi, Massimo, Deo, Ravinesh C., Barua, Prabal Datta, Ciaccio, Edward J., Molinari, Filippo and Acharya, RU. Rajendra. 2023. "A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images." IEEE Access. 11, pp. 108982-108994. https://doi.org/10.1109/ACCESS.2023.3321273Accounting for and Comparison of Greenhouse Gas (GHG) Emissions between Crop and Livestock Sectors in China
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Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Understanding production possibility frontiers and utility values of ecosystem services in the Himalayas: An analysis of the supply-demand divide." Journal of Cleaner Production. 423. https://doi.org/10.1016/j.jclepro.2023.138725New achievements on daily reference evapotranspiration forecasting: Potential assessment of multivariate signal decomposition schemes
Ali, Mumtaz, Jamei, Mehdi, Prasad, Ramendra, Karbasi, Masoud, Xiang, Yong, Cai, Borui, Abdulla, Shahab, Farooque, Aitazaz Ahsan and Labban, Abdulhaleem H.. 2023. "New achievements on daily reference evapotranspiration forecasting: Potential assessment of multivariate signal decomposition schemes." Ecological Indicators. 155. https://doi.org/10.1016/j.ecolind.2023.111030Automated detection of airflow obstructive diseases: A systematic review of the last decade (2013-2022)
Xu, Shuting, Deo, Ravinesh C, Soar, Jeffrey, Barua, Prabal Datta, Faust, Oliver, Homaira, Nusrat, Jaffe, Adam, Kabir, Arm Luthful and Acharya, U. Rajendra. 2023. "Automated detection of airflow obstructive diseases: A systematic review of the last decade (2013-2022)." Computer Methods and Programs in Biomedicine. 241. https://doi.org/10.1016/j.cmpb.2023.107746Brain tumor detection and screening using artificial intelligence techniques: Current trends and future perspectives
Raghavendra, U., Gudigar, Anjan, Paul, Aritra, Goutham, T.S., Inamdar, Mahesh Anil, Hegde, Ajay, Dev, Aruna, Ooi, Chui Ping, Deo, Ravinesh C., Barua, Prabal Datta, Molinari, Filippo, Ciaccio, Edward J. and Acharya, U. Rajendra. 2023. "Brain tumor detection and screening using artificial intelligence techniques: Current trends and future perspectives." Computers in Biology and Medicine. 163. https://doi.org/10.1016/j.compbiomed.2023.107063Application of Entropy for Automated Detection of Neurological Disorders With Electroencephalogram Signals: A Review of the Last Decade (2012-2022)
Jui, S. Janifer Jabin, Deo, Ravinesh C. Deo, Barua, Prabal Datta, Devi, Aruna, Soar, Jeffrey and Acharya, U. Rajendra. 2023. "Application of Entropy for Automated Detection of Neurological Disorders With Electroencephalogram Signals: A Review of the Last Decade (2012-2022)." IEEE Access. 11, pp. 71905-71924. https://doi.org/10.1109/ACCESS.2023.3294473Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables
Ghimire, Sujan, Nguyen-Huy, Thong, AL-Musaylh, Mohanad S., Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2023. "Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables." Energy and AI. 14. https://doi.org/10.1016/j.egyai.2023.100302Multivariate data decomposition based deep learning approach to forecast one-day ahead significant wave height for ocean energy generation
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Thapa, Kanchan, Thapa, Gokarna Jung, Manandhar, Ugan, Dhakal, Maheshwar, Jnawali, Shant Raj and Maraseni, Tek Narayan. 2023. "Carbonated tiger-high above-ground biomass carbon stock in protected areas and corridors and its observed negative relationship with tiger population density and occupancy in the Terai Arc Landscape, Nepal ." PLoS One. 18 (1). https://doi.org/10.1371/journal.pone.0280824Decoding the impacts of space and time on honey bees: GIS based fuzzy AHP and fuzzy overlay to assess land suitability for apiary sites in Queensland, Australia
Mudiyanselage, Sarasie, Apan, Armando, Maraseni, Tek and Altarez, Richard Dein D.. 2023. "Decoding the impacts of space and time on honey bees: GIS based fuzzy AHP and fuzzy overlay to assess land suitability for apiary sites in Queensland, Australia." Applied Geography. 155. https://doi.org/10.1016/j.apgeog.2023.102951Impact of the coronavirus pandemic on financial returns of smallholder coffee plantations in Lao PDR
Phimmavong, Somvang, Maraseni, Tek Narayan, Keenan, Rodney J, Phongoudome, Chanhsamone and Douangphosy, Boonthavy. 2023. "Impact of the coronavirus pandemic on financial returns of smallholder coffee plantations in Lao PDR." Agroforestry Systems. 97 (4), pp. 533-548. https://doi.org/10.1007/s10457-023-00808-4Understanding local ecosystem dynamics in three provinces of the lowlands of Nepal
Pandey, Hari Prasad, Aryal, Kishor, Aryal, Suman and Maraseni, Tek Narayan. 2023. "Understanding local ecosystem dynamics in three provinces of the lowlands of Nepal." Science of the Total Environment. 867. https://doi.org/10.1016/j.scitotenv.2023.161501Local stakeholders’ priorities and perceptions towards forest ecosystem services in the Red panda habitat region of Nepal
Koju, Upama, Karki, Sikha, Shrestha, Anita, Maraseni, Tek, Gautam, Ambika P., Cadman, Tim, Sherpa, Ang Phuri and Lama, Sonam Tashi. 2023. "Local stakeholders’ priorities and perceptions towards forest ecosystem services in the Red panda habitat region of Nepal." Land Use Policy: the international journal covering all aspects of land use. 129. https://doi.org/10.1016/j.landusepol.2023.106657Managing water scarcity via rainwater harvesting system in Kathmandu Valley, Nepal: People's awareness, implementation challenges and way forward
Khanal, Ghanashyam, Maraseni, Tek, Thapa, Anusha, Devkota, Niranjan, Paudel, Udaya Raj and Khanal, Chandra Kanta. 2023. "Managing water scarcity via rainwater harvesting system in Kathmandu Valley, Nepal: People's awareness, implementation challenges and way forward." Environmental Development. 46. https://doi.org/10.1016/j.envdev.2023.100850Ecological factors associated with hispid hare (Caprolagus hispidus) habitat use and conservation threats in the Terai Arc Landscape of Nepal
Dhami, Bijaya, Neupane, Bijaya, K.C., Nishan, Maraseni, Tek, Basyal, Chitra Rekha, Joshi, Laxmi Raj and Adhikari, Hari. 2023. "Ecological factors associated with hispid hare (Caprolagus hispidus) habitat use and conservation threats in the Terai Arc Landscape of Nepal." Global Ecology and Conservation. 43. https://doi.org/10.1016/j.gecco.2023.e02437Virtual fencing of captive Asian elephants fitted with an aversive geofencing device to manage their movement
Cabral de Mel, Surendranie J., Seneweera, Saman, de Mel, Ruvinda K., Medawala, Mihiran, Abeysinghe, Navod, Dangolla, Ashoka, Weerakoon, Devaka K., Maraseni, Tek and Allen, Benjamin L.. 2023. "Virtual fencing of captive Asian elephants fitted with an aversive geofencing device to manage their movement." Applied Animal Behaviour Science. 258. https://doi.org/10.1016/j.applanim.2022.105822Improving soil health for farm profits through organics
Culas, Richard, Anwar, Muhuddin, McGrath, Nick, Southwell, Alison, Diack, James, King, Helen, Maraseni, Tek, Storer, Christine and Godfrey, Sosheel. 2023. "Improving soil health for farm profits through organics." 2023 Soil Science Australia National Conference . Darwin, Australia 25 - 30 Jun 2023 Australia.Forest Governance in Nepal concerning Sustainable Community Forest Management and Red Panda Conservation
Cadman, Timothy, Maraseni, Tek, Koju, Upama Ashish, Shrestha, Anita and Karki, Sikha. 2023. "Forest Governance in Nepal concerning Sustainable Community Forest Management and Red Panda Conservation." Land. 12 (2). https://doi.org/10.3390/land12020493Rationalizing donations and subsidies: Energy ecosystem development for sustainable renewable energy transition in Nepal
Bhattarai, Utsav, Maraseni, Tek, Apan, Armando and Devkota, Laxmi Prasad. 2023. "Rationalizing donations and subsidies: Energy ecosystem development for sustainable renewable energy transition in Nepal." Energy Policy. 177. https://doi.org/10.1016/j.enpol.2023.113570Preference, perceived change, and professed relationship among ecosystem services in the Himalayas
Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Preference, perceived change, and professed relationship among ecosystem services in the Himalayas." Journal of Environmental Management. 344. https://doi.org/10.1016/j.jenvman.2023.118522Examining policy− institution− program (PIP) responses against the drivers of ecosystem dynamics. A chronological review (1960–2020) from Nepal
Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Examining policy− institution− program (PIP) responses against the drivers of ecosystem dynamics. A chronological review (1960–2020) from Nepal." Land Use Policy: the international journal covering all aspects of land use. 132, p. 106789. https://doi.org/10.1016/j.landusepol.2023.106789Spatial dynamics of biophysical trade-offs and synergies among ecosystem services in the Himalayas
Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Spatial dynamics of biophysical trade-offs and synergies among ecosystem services in the Himalayas." Ecosystem Services: science, policy and pratice. 59. https://doi.org/10.1016/j.ecoser.2022.101503Calibrating Nepal's scientific forest management practices in the measure of forest restoration
Aryal, Kishor, Awasthi, Nripesh, Maraseni, Tek, Laudari, Hari Krishna, Gotame, Pabitra and Bist, Dhan Bahadur. 2023. "Calibrating Nepal's scientific forest management practices in the measure of forest restoration." Land Use Policy: the international journal covering all aspects of land use. 127. https://doi.org/10.1016/j.landusepol.2023.106586Comparing global and local land cover maps for ecosystem management in the Himalayas
Aryal, Kishor, Apan, Armando and Maraseni, Tek. 2023. "Comparing global and local land cover maps for ecosystem management in the Himalayas." Remote Sensing Applications: Society and Environment. 30. https://doi.org/10.1016/j.rsase.2023.100952Climate‐driven decline in the habitat of the endemic spiny babbler (Turdoides nipalensis)
Adhikari, Binaya, Subedi, Suresh C., Bhandari, Shivish, Baral, Kedar, Lamichhane, Sandesh and Maraseni, Tek. 2023. "Climate‐driven decline in the habitat of the endemic spiny babbler (Turdoides nipalensis)." Ecosphere. 14 (6). https://doi.org/10.1002/ecs2.4584Designing a decomposition-based multi-phase pre-processing strategy coupled with EDBi-LSTM deep learning approach for sediment load forecasting
Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Rai, Priya, Karbasi, Masoud, Farooque, Aitazaz A. and Yaseen, Zaher Mundher. 2023. "Designing a decomposition-based multi-phase pre-processing strategy coupled with EDBi-LSTM deep learning approach for sediment load forecasting." Ecological Indicators. 153. https://doi.org/https://doi.org/10.1016/j.ecolind.2023.110478Development of high-resolution gridded data for water availability identification through GRACE data downscaling: Development of machine learning models
Tao, Hai, Al-Sulttani, Ahmed H., Salih, Sinan Q., Mohammed, Mustafa K.A., Khan, Mohammad Amir, Beyaztas, Beste Hamiye, Ali, Mumtaz, Elsayed, Salah, Shahid, Shamsuddin and Yaseen, Zaher Mundher. 2023. "Development of high-resolution gridded data for water availability identification through GRACE data downscaling: Development of machine learning models." Atmospheric Research. 291, pp. 1-13. https://doi.org/https://doi.org/10.1016/j.atmosres.2023.106815The Great 2011 Thailand flood disaster revisited: Could it have been mitigated by different dam operations based on better weather forecasts?
Loc, Ho Huu, Emadzadeh, Adel, Park, Edward, Nontikansak, Piyanuch and Deo, Ravinesh C.. 2023. "The Great 2011 Thailand flood disaster revisited: Could it have been mitigated by different dam operations based on better weather forecasts? " Environmental Research. 216 (Part 2). https://doi.org/10.1016/j.envres.2022.114493Comparison of machine learning methods emulating process driven crop models
Johnston, David B., Pembleton, Keith G., Huth, Neil I. and Deo, Ravinesh C.. 2023. "Comparison of machine learning methods emulating process driven crop models ." Environmental Modelling and Software. 162. https://doi.org/10.1016/j.envsoft.2023.105634Multi-step ahead hourly forecasting of air quality indices in Australia: Application of an optimal time-varying decomposition-based ensemble deep learning algorithm
Jamei, Mehdi, Ali, Mumtaz, Jun, Changhyun, Bateni, Sayed M., Karbasi, Masoud, Farooque, Aitazaz A. and Yaseen, Zaher Mundher. 2023. "Multi-step ahead hourly forecasting of air quality indices in Australia: Application of an optimal time-varying decomposition-based ensemble deep learning algorithm." Atmospheric Pollution Research. 14 (6). https://doi.org/10.1016/j.apr.2023.101752Machine Learning Algorithms for High-Resolution Prediction of Spatiotemporal Distribution of Air Pollution from Meteorological and Soil Parameters
Tao, Hai, Jawad, Ali H., Shather, A.H., Al-Khafaji, Zainab Al, Rashid, Tarik A., Ali, Mumtaz, Al-Ansari, Nadhir Al, Marhoon, Haydar Abdulameer, Shahid, Shamsuddin and Yaseen, Zaher Mundher. 2023. "Machine Learning Algorithms for High-Resolution Prediction of Spatiotemporal Distribution of Air Pollution from Meteorological and Soil Parameters." Environment International. 175, pp. 1-17. https://doi.org/https://doi.org/10.1016/j.envint.2023.107931A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
Ghimire, Sujan, Nguyen-Huy, Thong, AL-Musaylh, Mohanad S., Deo, Ravinesh, Casillas-Perez, David and Salcedo-sanz, Sancho. 2023. "A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction." Energy. 275, p. 127430. https://doi.org/10.1016/j.energy.2023.127430Surface water electrical conductivity and bicarbonate ion determination using a smart hybridization of optimal Boruta package with Elman recurrent neural network
Jamei, Mehdi, Ali, Mumtaz, Karimi, Bakhtiar, Karbasi, Masoud, Farooque, Aitataz Ahsan and Yaseen, Zaher Mundher. 2023. "Surface water electrical conductivity and bicarbonate ion determination using a smart hybridization of optimal Boruta package with Elman recurrent neural network." Process Safety and Environmental Protection. 174, pp. 115-134. https://doi.org/https://doi.org/10.1016/j.psep.2023.03.062Development of neutrosophic cubic hesitant fuzzy exponential aggregation operators with application in environmental protection problems
Rehman, Ateeq Ur, Gulistan, Muhammad, Ali, Mumtaz, M.Al‑Shamiri, Mohammed M. and Abdulla, Shahab. 2023. "Development of neutrosophic cubic hesitant fuzzy exponential aggregation operators with application in environmental protection problems." Scientific Reports. 13, pp. 1-18. https://doi.org/10.1038/s41598-022-22399-3A comprehensive investigation of wetting distribution pattern on sloping lands under drip irrigation: A new gradient boosting multi-filtering-based deep learning approach
Jamei, Mehdi, Karimi, Bakhtiar, Ali, Mumtaz, Alinazari, Fariba, Karbasi, Masoud, Maroufpoor, Eisa and Chu, Xuefeng. 2023. "A comprehensive investigation of wetting distribution pattern on sloping lands under drip irrigation: A new gradient boosting multi-filtering-based deep learning approach." Journal of Hydrology. 620 (Part A), pp. 1-19. https://doi.org/https://doi.org/10.1016/j.jhydrol.2023.129402Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach
Riaz, Farina, Abdulla, Shahab, Suzuki, Hajime, Ganguly, Srinjoy, Deo, Ravinesh C. and Hopkins, Susan. 2023. "Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach." Sensors. 23 (5), pp. 1-11. https://doi.org/10.3390/s23052753Near real-time wind speed forecast model with bidirectional LSTM networks
Joseph, Lionel P., Deo, Ravinesh C., Prasad, Ramendra, Salcedo-Sanz, Sancho, Raj, Nawin and Soar, Jeffrey. 2023. "Near real-time wind speed forecast model with bidirectional LSTM networks." Renewable Energy. 204, pp. 39-58. https://doi.org/10.1016/j.renene.2022.12.123A novel global solar exposure forecasting model based on air temperature: Designing a new multi-processing ensemble deep learning paradigm
Jamei, Mehdi, Karbasi, Masoud, Ali, Mumtaz, Malik, Anurag, Chu, Xuefeng and Yaseen, Zaher Mundher. 2023. "A novel global solar exposure forecasting model based on air temperature: Designing a new multi-processing ensemble deep learning paradigm." Expert Systems with Applications. 222. https://doi.org/https://doi.org/10.1016/j.eswa.2023.119811Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images
Deo, Ravinesh C., Karalasingham, Sagthitharan, Casillas-Perez, David, Raj, Narwin and Salcedo-sanz, Sancho. 2023. "Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images." IEEE Access. 11, pp. 5558-5577. https://doi.org/10.1109/ACCESS.2023.3236253Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach
Zheng, Zihao, Ali, Mumtaz, Jamei, Mehdi, Xiang, Yong, Karbasi, Masoud, Yaseen, Zaher Mundher and Farooque, Aitazaz Ahsan. 2023. "Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach." Engineering Applications of Artificial Intelligence. 121. https://doi.org/10.1016/j.engappai.2023.105984Factors affecting the occupancy of Chinese pangolins (Manis pentadactyla) suggest a highly specialized ecological niche
Dhami, Bijaya, Neupane, Bijaya, Devkota, Bishnu Prasad, Maraseni, Tek, Sadadev, Bipana Maiya, Bista, Shreyashi, Adhikari, Amit, Chhetri, Nar Bahadur, Panta, Melina and Stewart, Alyssa B.. 2023. "Factors affecting the occupancy of Chinese pangolins (Manis pentadactyla) suggest a highly specialized ecological niche." Ecosphere. 14 (1). https://doi.org/10.1002/ecs2.4356A call for ‘management authorship’ in community forestry
Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "A call for ‘management authorship’ in community forestry." Environmental Science and Policy. 139, pp. 204-208. https://doi.org/10.1016/j.envsci.2022.10.023Transforming agroforestry in contested landscapes: A win-win solution to trade-offs in ecosystem services in Nepal
Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Transforming agroforestry in contested landscapes: A win-win solution to trade-offs in ecosystem services in Nepal." Science of the Total Environment. 857 (Part 1). https://doi.org/10.1016/j.scitotenv.2022.159301Designing pentapartitioned neutrosophic cubic set aggregation operator-based air pollution decision-making model
Li, Yi-ming, Khan, Majid, Khurshid, Adnan, Gulistan, Muhammad, Rehman, Ateeq Ur, Ali, Mumtaz, Abdulla, Shahab and Farooque, Aitazaz A.. 2023. "Designing pentapartitioned neutrosophic cubic set aggregation operator-based air pollution decision-making model ." Complex and Intelligent Systems. https://doi.org/10.1007/s40747-023-00971-2Ensemble robust local mean decomposition integrated with random forest for short-term significant wave height forecasting
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong, Jamei, Mehdi and Yaseen, Zaher Mundher. 2023. "Ensemble robust local mean decomposition integrated with random forest for short-term significant wave height forecasting." Renewable Energy. 205, pp. 731-746. https://doi.org/https://doi.org/10.1016/j.renene.2023.01.108An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification
Abdulla, Shahab, Diykh, Mohammed, Siuly, Siuly and Ali, Mumtaz. 2023. "An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification." International Journal of Medical Informatics. 171, pp. 1-10. https://doi.org/10.1016/j.ijmedinf.2023.105001Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition
Diykh, Mohammed, Abdulla, Shahab, Deo, Ravinesh C, Siuly, Siuly and Ali, Mumtaz. 2023. "Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition." Computer Methods and Programs in Biomedicine. 229, pp. 1-11. https://doi.org/https://doi.org/10.1016/j.cmpb.2022.107305A study of plithogenic graphs: applications in spreading coronavirus disease (COVID-19) globally
Sultana, Fazeelat, Gulistan, Muhammad, Ali, Mumtaz, Yaqoob, Naveed, Khan, Muhammad, Rashid, Tabasam and Ahmed, Tauseef. 2023. "A study of plithogenic graphs: applications in spreading coronavirus disease (COVID-19) globally ." Journal of Ambient Intelligence and Humanized Computing. 14 (10), p. 13139–13159. https://doi.org/10.1007/s12652-022-03772-6Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression
Deo, Ravinesh C., Ahmed, A.A. Masrur, Casillas-Perez, David, Pourmousavi, S. Ali, Segal, Gary, Yu, Yanshan and Salcedo-sanz, Sancho. 2023. "Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression." Renewable Energy. 203, pp. 113-130. https://doi.org/10.1016/j.renene.2022.12.048A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Sharma, Ekta, Jamei, Mozhdeh, Chu, Xuefeng and Yaseen, Zaher Mundher. 2023. "A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture." Engineering Applications of Artificial Intelligence. 120. https://doi.org/10.1016/j.engappai.2023.105895Development of a TVF-EMD-based multi-decomposition technique integrated with Encoder-Decoder-Bidirectional-LSTM for monthly rainfall forecasting
Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Karbasi, Masoud, Rai, Priya and Yaseen, Zaher Mundher. 2023. "Development of a TVF-EMD-based multi-decomposition technique integrated with Encoder-Decoder-Bidirectional-LSTM for monthly rainfall forecasting." Journal of Hydrology. 617 (Part C), pp. 1-21. https://doi.org/10.1016/j.jhydrol.2023.129105Deep learning U-Net classification of Sentinel-1 and 2 fusions effectively demarcates tropical montane forest's deforestation
Altarez, Richard Dein D., Apan, Armando and Maraseni, Tek. 2023. "Deep learning U-Net classification of Sentinel-1 and 2 fusions effectively demarcates tropical montane forest's deforestation." Remote Sensing Applications: Society and Environment. 29. https://doi.org/10.1016/j.rsase.2022.100887Serial Cross-Sectional Observations of Sun-Protective Behaviors at an Annual Outdoor Motorsport Event in Tropical Queensland, Australia
Dexter, Ben, Smith, Annika, King, Rachel, Downs, Nathan J., Nikles, Catherine Jane, Parisi, Alfio V., Ho, Yik-Hong and Harrison, Simone Lee. 2023. "Serial Cross-Sectional Observations of Sun-Protective Behaviors at an Annual Outdoor Motorsport Event in Tropical Queensland, Australia ." Photochemistry and Photobiology. 99 (5), pp. 1352-1356. https://doi.org/10.1111/php.13773Challenges and opportunities of forest management and silviculture
Baral, Sony, Basnyat, Bijendra, Dangal, Shambhu P., Khatri, Dil B., Poudyal, Bishnu Hari, Baral, Srijana, Maraseni, Tek N., Pokheral, Ridish K., Kafle, Megh Raj and Karna, Akhileswar L.. 2022. Challenges and opportunities of forest management and silviculture. Nepal. Forest Action Nepal.Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Ghahramani, Afshin, Ghimire, Sujan and Raj, Nawin. 2021. "Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm." IEEE Access. 9, pp. 166695-166708. https://doi.org/10.1109/ACCESS.2021.3135362Sustaining ecosystem based adaptation: the lessons from policy and practices in Nepal
Bhattarai, Sushma, Regmi, Bimal Raj, Pant, Basant, Uprety, Dharam Raj and Maraseni, Tek. 2021. "Sustaining ecosystem based adaptation: the lessons from policy and practices in Nepal." Land Use Policy: the international journal covering all aspects of land use. 104, pp. 1-10. https://doi.org/10.1016/j.landusepol.2021.105391Satellite monitoring of environmental solar ultraviolet A (UVA) exposure and irradiance: a review of OMI and GOME-2
Parisi, Alfio V., Igoe, Damien, Downs, Nathan J., Turner, Joanna, Amar, Abdurazaq and A Jebar, Mustapha A.. 2021. "Satellite monitoring of environmental solar ultraviolet A (UVA) exposure and irradiance: a review of OMI and GOME-2." Remote Sensing. 13 (4), pp. 1-19. https://doi.org/10.3390/rs13040752Designing Deep-based Learning Flood Forecast Model with ConvLSTM Hybrid Algorithm
Moishin, Mohammed, Deo, Ravinesh C., Prasad, Ramendra, Raj, Nawin and Abdulla, Shahab. 2021. "Designing Deep-based Learning Flood Forecast Model with ConvLSTM Hybrid Algorithm." IEEE Access. 9, pp. 50982-50993. https://doi.org/10.1109/ACCESS.2021.3065939Pattern recognition describing spatio-temporal drivers of catchment classification for water quality
O'Sullivan, Cherie M., Ghahramani, Afshin, Deo, Ravinesh C. and Pembleton, Keith G.. 2023. "Pattern recognition describing spatio-temporal drivers of catchment classification for water quality." Science of the Total Environment. 861, pp. 1-42. https://doi.org/10.1016/j.scitotenv.2022.160240The Playground Shade Index: A New Design Metric for Measuring Shade and Seasonal Ultraviolet Protection Characteristics of Parks and Playgrounds
Downs, Nathan, Raj, Nawin, Vanos, Jennifer, Parisi, Alfio, Butler, Harry, Deo, Ravinesh, Igoe, Damien, Dexter, Benjamin, Beckman-Downs, Melanie, Turner, Joanna and Dekeyser, Stijn. 2023. "The Playground Shade Index: A New Design Metric for Measuring Shade and Seasonal Ultraviolet Protection Characteristics of Parks and Playgrounds." Photochemistry and Photobiology. 99 (4), pp. 1193-1207. https://doi.org/10.1111/php.13745Queensland Guidelines for the provision of tree shade on suburban nature-strips
Downs, Nathan. 2022. Queensland Guidelines for the provision of tree shade on suburban nature-strips. Toowoomba, Australia. University of Southern Queensland.Using Sequence-to-Sequence Models for Carrier Frequency Offset Estimation of Short Messages and Chaotic Maps
Davey, Christopher P., Shakeel, Ismail, Deo, Ravinesh C., Salcedo-sanz, Sancho and Soar, Jeffrey. 2022. "Using Sequence-to-Sequence Models for Carrier Frequency Offset Estimation of Short Messages and Chaotic Maps." IEEE Access. 10, pp. 119814 - 119825. https://doi.org/10.1109/ACCESS.2022.3221762Developing a novel hybrid Auto Encoder Decoder Bidirectional Gated Recurrent Unit model enhanced with empirical wavelet transform and Boruta-Catboost to forecast significant wave height
Karbasi, Masoud, Jamei, Mehdi, Ali, Mumtaz, Abdulla, Shahab, Chu, Xuefeng and Yaseen, Zaher Mundher. 2022. "Developing a novel hybrid Auto Encoder Decoder Bidirectional Gated Recurrent Unit model enhanced with empirical wavelet transform and Boruta-Catboost to forecast significant wave height." Journal of Cleaner Production. 379 (Part 2). https://doi.org/10.1016/j.jclepro.2022.134820Modelling and Real-time Optimisation of Air Quality Predictions for Australia through Artificial Intelligence Algorithm
Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra and Parisi, Alfio V.. 2019. "Modelling and Real-time Optimisation of Air Quality Predictions for Australia through Artificial Intelligence Algorithm." AMSI Optimise 2019. Perth, Australia 17 - 21 Jun 2019 Perth, Australia.Experimental and computational assessment of wetting pattern for two-layered soil profiles in pulse drip irrigation: Designing a novel optimized bidirectional deep learning paradigm
Jamei, Mehdi, Karimi, Farahnaz, Ali, Mumtaz, Karimi, Bakhtiar, Karbasi, Masoud and Aminpour, Younes. 2022. "Experimental and computational assessment of wetting pattern for two-layered soil profiles in pulse drip irrigation: Designing a novel optimized bidirectional deep learning paradigm." Journal of Hydrology. 614 (Part A), pp. 1-15. https://doi.org/10.1016/j.jhydrol.2022.128496Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction
Ghimire, Sujan, Nguyen-Huy, Thong, Prasad, Ramendra, Deo, Ravinesh C., Casillas-Perez, David, Salcedo-sanz, Sancho and Bhandari, Binayak. 2023. "Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction." Cognitive Computation. 15 (2), pp. 645-671. https://doi.org/10.1007/s12559-022-10070-yCurrent and Future Approaches to Mitigate Conflict between Humans and Asian Elephants: The Potential Use of Aversive Geofencing Devices
Cabral de Mel, Surendranie Judith, Seneweera, Saman, de Mel, Ruvinda Kasun, Dangolla, Ashoka, Weerakoon, Devaka Keerthi, Maraseni, Tek and Allen, Benjamin Lee. 2022. "Current and Future Approaches to Mitigate Conflict between Humans and Asian Elephants: The Potential Use of Aversive Geofencing Devices." Animals. 12 (21), pp. 1-29. https://doi.org/10.3390/ani12212965Achieving Water, Energy, and Food Security in Nepal Through Nexus Approach to Planning and Development
Upreti, Gopi, Timsina, Jagadish and Maraseni, Tek N.. 2022. "Achieving Water, Energy, and Food Security in Nepal Through Nexus Approach to Planning and Development." Timsina, Jadadish, Maraseni, Tek N., Gauchan, Devendra, Adhikari, Jagannath and Ojha, Hemant (ed.) Agriculture, Natural Resources and Food Security: Lessons from Nepal. Cham, Switzerland. Springer. pp. 397-414Assessing the Potential of Agroforestry in Nepal: Socio-economic and Environmental Perspectives
Dhakal, Arun, Maraseni, Tek N. and Timsina, Jagadish. 2022. "Assessing the Potential of Agroforestry in Nepal: Socio-economic and Environmental Perspectives." Timsina, Jadadish, Maraseni, Tek N., Gauchan, Devendra, Adhikari, Jagannath and Ojha, Hemant (ed.) Agriculture, Natural Resources and Food Security: Lessons from Nepal. Cham, Switzerland. Springer. pp. 375-394An Assessment of Selective Logging Policies and Practices in Nepal
Poudyal, Bishnu H., Maraseni, Tek N., Aryal, Suman and Cockfield, Geoff. 2022. "An Assessment of Selective Logging Policies and Practices in Nepal." Timsina, Jagadish, Maraseni, Tek N., Gauchan, Devendra, Adhikari, Jagannath and Ojha, Hemant (ed.) Agriculture, Natural Resources and Food Security: Lessons from Nepal. Cham, Switzerland. Springer. pp. 357-374Changes in Transhumance Systems in Nepal: Analysing Socio-ecological Impacts Using Driver-Pressure-State-Impact-Response Framework
Aryal, Suman, Maraseni, Tek N. and Cockfield, Geoff. 2022. "Changes in Transhumance Systems in Nepal: Analysing Socio-ecological Impacts Using Driver-Pressure-State-Impact-Response Framework." Timsina, Jadadish, Maraseni, Tek N., Gauchan, Devendra, Adhikari, Jagannath and Ojha, Hemant (ed.) Agriculture, Natural Resources and Food Security: Lessons from Nepal. Cham, Switzerland. Springer. pp. 297-314Introduction and Overview
Timsina, Jagadish, Maraseni, Tek N., Gauchan, Devendra, Adhikari, Jagannath and Ojha, Hemant. 2022. "Introduction and Overview." Timsina, Jadadish, Maraseni, Tek N., Gauchan, Devendra, Adhikari, Jagannath and Ojha, Hemant (ed.) Agriculture, Natural Resources and Food Security: Lessons from Nepal. Cham, Switzerland. Springer. pp. 1-16Evaluating the governance of sustainable development: The quality and legitimacy of the blue economy
Maraseni, Tek, Karki, Sikha, Koju, Upama, Shrestha, Anita and Cadman, Timothy. 2022. "Evaluating the governance of sustainable development: The quality and legitimacy of the blue economy." Cadman, Timothy and Sarkar, Tapan (ed.) De Gruyter Handbook of Sustainable Development and Finance. Germany. Walter de Gruyter. pp. 567-597Vegetation loss and recovery analysis from the 2015 Gorkha earthquake (7.8 Mw) triggered landslides
Pandey, Hari Prasad, Gnyawali, Kaushal, Dahal, Kshitij, Pokhrel, Narayan Prasad and Maraseni, Tek Narayan. 2022. "Vegetation loss and recovery analysis from the 2015 Gorkha earthquake (7.8 Mw) triggered landslides." Land Use Policy: the international journal covering all aspects of land use. 119, pp. 1-10. https://doi.org/10.1016/j.landusepol.2022.106185Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models
Nguyen-Huy, Thong, Deo, Ravinesh C., Khan, Shahjahan, Devi, Aruna, Adeyinka, Adewuyi Ayodele, Apan, Armando A. and Yaseen, Zaher Mundher. 2022. "Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models." IEEE Access. 10, pp. 45112 -45136. https://doi.org/10.1109/ACCESS.2022.3168322Assay of renewable energy transition: A systematic literature review
Bhattarai, Utsav, Maraseni, Tek and Apan, Armando. 2022. "Assay of renewable energy transition: A systematic literature review." Science of the Total Environment. 833, pp. 1-18. https://doi.org/10.1016/j.scitotenv.2022.155159Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia
Murray, Xavier, Apan, Armando, Deo, Ravinesh and Maraseni, Tek. 2022. "Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia." Geocarto International. 37 (26), pp. 11223-11252. https://doi.org/10.1080/10106049.2022.2048902Spaceborne satellite remote sensing of tropical montane forests: a review of applications and future trends
Altarez, Richard Dein D., Apan, Armando and Maraseni, Tek. 2022. "Spaceborne satellite remote sensing of tropical montane forests: a review of applications and future trends." Geocarto International. 37 (26), pp. 11900-11928. https://doi.org/10.1080/10106049.2022.2060330Growth dynamics of Shorea robusta Gaertn in relation to climate change: a case study from tropical region of Nepal
Baral, Sony, Gaire, Narayan Prasad, Giri, Anjana, Maraseni, Tek, Basnyat, Bijendra, Paudel, Ambika, Kunwar, Ripu, Rayamajhi, Santosh, Basnet, Saroj, Sharma, Shiva K., Khadka, Chiranjeewee and Vacik, Harald. 2022. "Growth dynamics of Shorea robusta Gaertn in relation to climate change: a case study from tropical region of Nepal." Trees: structure and function. 36 (4), pp. 1425-1436. https://doi.org/10.1007/s00468-022-02300-5When Entrepreneurial Leadership Identity and Passion Meet Venture Growth Intention
Dhakal, Purushottam, Wiesner, Retha and Maraseni, Tek. 2022. "When Entrepreneurial Leadership Identity and Passion Meet Venture Growth Intention." Sustainability. 14 (20), pp. 1-20. https://doi.org/10.3390/su142013129Multi-strategy Slime Mould Algorithm for hydropower multi-reservoir systems optimization
Ahmadianfar, Iman, Noori, Ramzia Majeed, Togun, Hussein, Falah, Mayadah W., Homod, Raad Z., Fu, Minglei, Halder, Bijay, Deo, Ravinesh and Yaseen, Zaher Mundher. 2022. "Multi-strategy Slime Mould Algorithm for hydropower multi-reservoir systems optimization." Knowledge-Based Systems. 250, pp. 1-18. https://doi.org/10.1016/j.knosys.2022.109048Suspended sediment load modeling using advanced hybrid rotation forest based elastic network approach
Khosravi, Khabat, Golkarian, Ali, Melesse, Assefa M. and Deo, Ravinesh C.. 2022. "Suspended sediment load modeling using advanced hybrid rotation forest based elastic network approach." Journal of Hydrology. 610, pp. 1-14. https://doi.org/10.1016/j.jhydrol.2022.127963Delineating the Crop-Land Dynamic due to Extreme Environment Using Landsat Datasets: A Case Study
Halder, Bijay, Bandyopadhyay, Jatisankar, Afan, Haitham Abdulmohsin, Naser, Maryam H., Abed, Salwan Ali, Khedher, Khaled Mohamed, Falih, Khaldoon T., Deo, Ravinesh, Scholz, Miklas and Yaseen, Zaher Mundher. 2022. "Delineating the Crop-Land Dynamic due to Extreme Environment Using Landsat Datasets: A Case Study." Agronomy. 12 (6), pp. 1-23. https://doi.org/10.3390/agronomy12061268Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction
Ali, Mumtaz, Deo, Ravinesh C., Xiang, Yong, Prasad, Ramendra, Li, Jianxin, Farooque, Aitazaz and Yaseen, Zaher Mundher. 2022. "Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction." Scientific Reports. 12 (1), pp. 1-23. https://doi.org/10.1038/s41598-022-09482-5Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network
Deo, Ravinesh C., Grant, Richard H., Webb, Ann, Ghimire, Sujan, Igoe, Damien P., Downs, Nathan J., Al-Musaylh, Mohanad S., Parisi, Alfio V. and Soar, Jeffrey. 2022. "Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network." Stochastic Environmental Research and Risk Assessment. 36, p. 3183–3220. https://doi.org/10.1007/s00477-022-02188-0Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual model for short-term multi-step solar radiation prediction
Ghimire, Sujan, Deo, Ravinesh C, Casillas-Perez, David and Salcedo-sanz, Sancho. 2022. "Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual model for short-term multi-step solar radiation prediction." Renewable Energy. 190, pp. 408-424. https://doi.org/10.1016/j.renene.2022.03.120Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model
Ghimire, Sujan, Nguyen-Huy, Thong, Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2022. "Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model." Sustainable Materials and Technologies. 32, pp. 1-24. https://doi.org/10.1016/j.susmat.2022.e00429Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia
Ghimire, Sujan, Bhandari, Binayak, Casillas-Perez, David, Deo, Ravinesh C. and Salcedo-sanz, Sancho. 2022. "Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia." Engineering Applications of Artificial Intelligence. 112, pp. 1-26. https://doi.org/10.1016/j.engappai.2022.104860Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2022. "Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms." Applied Energy. 316, pp. 1-25. https://doi.org/10.1016/j.apenergy.2022.119063Machine learning regression and classification methods for fog events prediction
Castillo-Boton, C., Casillas-Perez, D., Casanova-Mateo, C., Ghimire, S., Cerro-Prada, E., Gutierrez, P. A., Deo, R. C. and Salcedo-sanz, S.. 2022. "Machine learning regression and classification methods for fog events prediction." Atmospheric Research. 272, pp. 1-23. https://doi.org/10.1016/j.atmosres.2022.106157Navigating policy debates of and discourse coalitions on Nepal's Scientific Forest Management
Aryal, Kishor, Laudari, Hari Krishna, Maraseni, Tek and Pathak, Bhoj Raj. 2022. "Navigating policy debates of and discourse coalitions on Nepal's Scientific Forest Management." Forest Policy and Economics. 141. https://doi.org/10.1016/j.forpol.2022.102768Efficient water management and irrigation on farms
Reardon-Smith, K., Mushtaq, Shahbaz, Scobie, M., Eberhard, J. and Maraseni, T. N.. 2022. "Efficient water management and irrigation on farms." Sims, Ralph E. H. (ed.) Energy-smart farming: efficiency, renewable energy and sustainability. United Kingdom. Burleigh Dodds Science Publishing Limited. pp. 102-134City-Level Determinants of Household CO2 Emissions per Person: An Empirical Study Based on a Large Survey in China
Qu, Jiansheng, Liu, Lina, Zeng, Jingjing, Maraseni, Tek Narayan and Zhang, Zhiqiang. 2022. "City-Level Determinants of Household CO2 Emissions per Person: An Empirical Study Based on a Large Survey in China." Land. 11 (6). https://doi.org/10.3390/land11060925What determines attitude of local people towards tiger and leopard in Nepal?
Dhungana, Rajendra, Maraseni, Tek, Silwal, Thakur, Aryal, Kishor and Karki, Jhamak Bahadur. 2022. "What determines attitude of local people towards tiger and leopard in Nepal?" Journal for Nature Conservation. 68. https://doi.org/10.1016/j.jnc.2022.126223How will hydro-energy generation of the Nepalese Himalaya vary in the future? A climate change perspective
Bhattarai, Utsav, Devkota, Laxmi Prasad, Marahatta, Suresh, Shrestha, Dibesh and Maraseni, Tek. 2022. "How will hydro-energy generation of the Nepalese Himalaya vary in the future? A climate change perspective." Environmental Research. 214 (1), pp. 1-13. https://doi.org/10.1016/j.envres.2022.113746Quantum Artificial Intelligence Predictions Enhancement by Improving Signal Processing
Riaz, Farina, Abdulla, Shahab, Ni, Wei, Radfar, Mohsen, Deo, Ravinesh and Hopkins, Susan. 2022. "Quantum Artificial Intelligence Predictions Enhancement by Improving Signal Processing." Quantum Australia Conference 2022. Online 23 - 25 Feb 2022 Toowoomba, Australia. https://doi.org/10.13140/RG.2.2.34754.66245Stakeholder perspectives on the effectiveness of governance in red panda conservation programmes in Nepal: a comparative analysis
Shrestha, Anita, Karki, Sikha, Koju, Upama, Maraseni, Tek, Gautam, Ambika P., Cadman, Tim and Baral, Sony. 2022. "Stakeholder perspectives on the effectiveness of governance in red panda conservation programmes in Nepal: a comparative analysis." Ecosystems and People. 18 (1), pp. 547-565. https://doi.org/10.1080/26395916.2022.2121762Applying landscape-level principles to koala management in Australia: a comparative analysis
Schlagloth, Rolf, Morgan, Edward A., Cadman, Timothy, Santamaria, Flavia, McGinnis, Gabrielle, Thomson, Hedley, Kerlin, Douglas H., Maraseni, Tek Narayan, Cahir, Fred, Clark, Ian D., Clode, Danielle and Mcewan, Alexandra. 2024. "Applying landscape-level principles to koala management in Australia: a comparative analysis." Journal of Environmental Planning and Management. 67 (3), pp. 542-563. https://doi.org/10.1080/09640568.2022.2124154Impact of COVID-19 in the forestry sector: A case of lowland region of Nepal
Maraseni, Tek, Poudyal, Bishnu Hari, Aryal, Kishor and Laudari, Hari Krishna. 2022. "Impact of COVID-19 in the forestry sector: A case of lowland region of Nepal." Land Use Policy: the international journal covering all aspects of land use. 120. https://doi.org/10.1016/j.landusepol.2022.106280Forecasting Daily Flood Water Level Using Hybrid Advanced Machine Learning Based Time‑Varying Filtered Empirical Mode Decomposition Approach
Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Prasad, Ramendra, Abdulla, Shahab and Yaseen, Zaher Mundher. 2022. "Forecasting Daily Flood Water Level Using Hybrid Advanced Machine Learning Based Time‑Varying Filtered Empirical Mode Decomposition Approach." Water Resources Management. 36 (12), p. 4637–4676. https://doi.org/10.1007/s11269-022-03270-6Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David, Salcedo-sanz, Sancho, Sharma, Ekta and Ali, Mumtaz. 2022. "Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction." Measurement. 202, pp. 1-22. https://doi.org/10.1016/j.measurement.2022.111759Basin management inspiration from impacts of alternating dry and wet conditions on water production and carbon uptake in Murray-Darling Basin
Lu, Zhixiang, Feng, Qi, Wei, Yongping, Zhao, Yan, Deo, Ravinesh C., Xie, Jiali, Zhou, Sha, Zhu, Meng and Xu, Min. 2022. "Basin management inspiration from impacts of alternating dry and wet conditions on water production and carbon uptake in Murray-Darling Basin." Science of the Total Environment. 851 (Part 2), pp. 1-8. https://doi.org/10.1016/j.scitotenv.2022.158359Introductory Engineering Mathematics Students’ Weighted Score Predictions Utilising a Novel Multivariate Adaptive Regression Spline Model
Ahmed, Abul Abrar Masrur, Deo, Ravinesh C., Ghimire, Sujan, Downs, Nathan J., Devi, Aruna, Barua, Prabal D. and Yaseen, Zaher M.. 2022. "Introductory Engineering Mathematics Students’ Weighted Score Predictions Utilising a Novel Multivariate Adaptive Regression Spline Model." Sustainability. 14 (17), pp. 1-27. https://doi.org/10.3390/su141711070Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors
Ahmed, A. A. Masrur, Sharma, Ekta, Jui, S. Janifer Jabin, Deo, Ravinesh C., Nguyen-Huy, Thong and Ali, Mumtaz. 2022. "Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors." Remote Sensing. 14 (5), pp. 1-24. https://doi.org/10.3390/rs14051136Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System
Prasad, Salvin S., Deo, Ravinesh C., Downs, Nathan, Igoe, Damien, Parisi, Alfio V. and Soar, Jeffrey. 2022. "Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System." IEEE Access. 10, pp. 24704-24720. https://doi.org/10.1109/ACCESS.2022.3153475Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Ghahramani, Afshin, Ghimire, Sujan and Raj, Nawin. 2022. "Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data." Journal of Hydrology. 607, pp. 1-19. https://doi.org/10.1016/j.jhydrol.2022.127534Integrative artificial intelligence models for Australian coastal sediment lead prediction: An investigation of in-situ measurements and meteorological parameters effects
Bhagat, Suraj Kumar, Tiyasha, Tiyasha, Kumar, Adarsh, Malik, Tabarak, Jawad, Ali H., Khedher, Khaled Mohamed, Deo, Ravinesh C. and Yaseen, Zaher Mundher. 2022. "Integrative artificial intelligence models for Australian coastal sediment lead prediction: An investigation of in-situ measurements and meteorological parameters effects." Journal of Environmental Management. 309, pp. 1-16. https://doi.org/10.1016/j.jenvman.2022.114711An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis
Al-Hadeethi, Hanan, Abdulla, Shahab, Diykh, Mohammed, Deo, Ravinesh C. and Green, Jonathan H.. 2022. "An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis." Frontiers in Neuroinformatics. 15, pp. 1-15. https://doi.org/10.3389/fninf.2021.808339Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results
Ghimire, Sujan, Deo, Ravinesh C., Wang, Hua, Al-Musaylh, Mohanad S., Casillas-Perez, David and Salcedo-sanz, Sancho. 2022. "Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results." Energies. 15 (3), pp. 1-39. https://doi.org/10.3390/en15031061Sixty-five years of forest restoration in Nepal: Lessons learned and way forward
Laudari, Hari Krishna, Aryal, Kishor, Maraseni, Tek, Pariyar, Shiva, Pant, Bashant, Bhattarai, Sushma, Kaini, Tika Raj, Karki, Gyandendra and Marahattha, Anisha. 2022. "Sixty-five years of forest restoration in Nepal: Lessons learned and way forward." Land Use Policy: the international journal covering all aspects of land use. 115. https://doi.org/10.1016/j.landusepol.2022.106033Texture analysis based graph approach for automatic detection of neonatal seizure from multi-channel EEG signals
Diykh, Mohammed, Miften, Firas Sabar, Abdulla, Shahab, Deo, Ravinesh C., Siuly, Siuly, Green, Jonathan H. and Oudah, Atheer Y.. 2022. "Texture analysis based graph approach for automatic detection of neonatal seizure from multi-channel EEG signals." Measurement. 190 (110731), pp. 1-13. https://doi.org/10.1016/j.measurement.2022.110731Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model
Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Karbasi, Masoud, Sharma, Ekta and Yaseen, Zaher Mundher. 2022. "Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model." Journal of Cleaner Production. 374, pp. 1-17. https://doi.org/10.1016/j.jclepro.2022.134011Identifying and prioritising climate change adaptation actions for greater one-horned rhinoceros (Rhinoceros unicornis) conservation in Nepal
Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2022. "Identifying and prioritising climate change adaptation actions for greater one-horned rhinoceros (Rhinoceros unicornis) conservation in Nepal." PEERJ. 10. https://doi.org/10.7717/peerj.12795Classification of catchments for nitrogen using Artificial Neural Network Pattern Recognition and spatial data
O'Sullivan, Cherie M., Ghahramani, Afshin, Deo, Ravinesh C., Pembleton, Keith, Khan, Urooj and Tuteja, Narendra. 2022. "Classification of catchments for nitrogen using Artificial Neural Network Pattern Recognition and spatial data." Science of the Total Environment. 809, pp. 1-15. https://doi.org/10.1016/j.scitotenv.2021.151139How much do we know about trade-offs in ecosystem services? A systematic review of empirical research observations
Aryal, Kishor, Maraseni, Tek N. and Apan, Armando. 2022. "How much do we know about trade-offs in ecosystem services? A systematic review of empirical research observations." Science of the Total Environment. 806, pp. 1-13. https://doi.org/10.1016/j.scitotenv.2021.151229Stakeholder participation in IPBES: connecting local environmental work with global decision making
Krug, Cornelia B., Sterling, Eleanor, Cadman, Timothy, Geschke, Jonas, Schliep, Rainer, Drummond de Castro, Paula F., Osemwegie, Isimemen, Muller-Karger, Frank E. and Maraseni, Tek. 2020. "Stakeholder participation in IPBES: connecting local environmental work with global decision making." Ecosystems and People. 16 (1), pp. 197-211. https://doi.org/10.1080/26395916.2020.1788643Effectiveness of community forest user groups (CFUGs) in responding to the 2015 earthquakes and COVID-19 in Nepal
Gentle, Popular, Maraseni, Tek N., Paudel, Dinesh, Dahal, Ganga R., Kanel, Tara and Pathak, Bharati. 2020. "Effectiveness of community forest user groups (CFUGs) in responding to the 2015 earthquakes and COVID-19 in Nepal." Research in Globalization. 2, pp. 1-5. https://doi.org/10.1016/j.resglo.2020.100025Study on the Development of Neutrosophic Triplet Ring and Neutrosophic Triplet Field
Ali, Mumtaz, Smarandache, Florentin and Khan, Mohsin. 2018. "Study on the Development of Neutrosophic Triplet Ring and Neutrosophic Triplet Field." Mathematics. 6, pp. 1-11. https://doi.org/10.3390/math6040046Domino effect of climate change over two millennia in ancient China’s Hexi Corridor
Feng, Qi, Yan, Linshan, Deo, Ravinesh C., AghaKouchak, Amir, Adamowski, Jan F., Stone, Roger, Yin, Zhenliang, Liu, Wei, Si, Jianhua, Wen, Xiaohu, Zhu, Meng and Cao, Shixiong. 2019. "Domino effect of climate change over two millennia in ancient China’s Hexi Corridor." Nature Sustainability. 2, pp. 957-961. https://doi.org/10.1038/s41893-019-0397-9Bat algorithm for dam–reservoir operation
Ethteram, Mohammad, Mousavi, Sayed-Farhad, Karami, Hojat, Farzin, Saeed, Deo, Ravinesh, Othman, Faridah Binti, Chau, Kwok-Wing, Sarkamaryan, Saeed, Singh, Vijay P. and El-Shafie, Ahmed. 2018. "Bat algorithm for dam–reservoir operation." Environmental Earth Sciences. 77 (13), pp. 1-15. https://doi.org/10.1007/s12665-018-7662-5Characteristics of ecosystem water use efficiency in a desert riparian forest
Ma, Xiaohong, Feng, Qi, Su, Yonghong, Yu, Tengfei and Deo, Ravinesh C.. 2018. "Characteristics of ecosystem water use efficiency in a desert riparian forest." Environmental Earth Sciences. 77 (358). https://doi.org/10.1007/s12665-018-7518-zThe influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River
Diop, Lamine, Bodian, Ansoumana, Djaman, Koffi, Yaseen, Zaher Mundher, Deo, Ravinesh C., El-Shafie, Ahmed and Brown, Larry C.. 2018. "The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River." Environmental Earth Sciences. 77 (5). https://doi.org/10.1007/s1266Globalisation and traditional social-ecological systems: Understanding impacts of tourism and labour migration to the transhumance systems in the Himalayas
Aryal, Suman, Cockfield, Geoff and Maraseni, Tek Narayan. 2018. "Globalisation and traditional social-ecological systems: Understanding impacts of tourism and labour migration to the transhumance systems in the Himalayas." Environmental Development. 25, pp. 73-84. https://doi.org/10.1016/j.envdev.2017.09.001Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River
Raheli, Bahare, Aalami, Mohammad Taghi, El-Shafie, Ahmed, Ghorbani, Mohammad Ali and Deo, Ravinesh C.. 2017. "Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River." Environmental Earth Sciences. 76 (14). https://doi.org/10.1007/s12665-017-6842-zThe sugarcane industry in Nepal: Opportunities and challenges
Neupane, Prem Raj, Maraseni, Tek Narayan and Kohl, Michael. 2017. "The sugarcane industry in Nepal: Opportunities and challenges." Environmental Development. 24, pp. 86-98. https://doi.org/10.1016/j.envdev.2017.02.001Status and Practical Implications of Forest Fire Management in Nepal
Pandey, Hari Prasad, Pokhrel, Narayan Prasad, Thapa, Prakash, Paudel, Naya Sharma and Maraseni, Tek Narayan. 2022. "Status and Practical Implications of Forest Fire Management in Nepal." Journal of Forest and Livelihood. 21 (1), pp. 32-45.Neutrosophic Recommender System for Medical Diagnosis Based on Algebraic Similarity Measure and Clustering
Thanh, Nguyen Dang, Son, Le Hoang and Ali, Mumtaz. 2017. "Neutrosophic Recommender System for Medical Diagnosis Based on Algebraic Similarity Measure and Clustering." 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Naples, Italy 09 - 12 Jul 2017 Piscataway, United States. https://doi.org/10.1109/FUZZ-IEEE.2017.8015387An intuitionistic fuzzy clustering algorithm based on a new correlation coefficient with application in medical diagnosis
Thao, Nguyen Xuan, Ali, Mumtaz and Smarandache, Florentin. 2019. "An intuitionistic fuzzy clustering algorithm based on a new correlation coefficient with application in medical diagnosis." Journal of Intelligent and Fuzzy Systems. 36 (1), pp. 189-198. https://doi.org/10.3233/JIFS-181084Linguistic Approaches to Interval Complex Neutrosophic Sets in Decision Making
Dat, Luu Quoc, Thong, Nguyen Tho, Son, Le Hoang, Ali, Mumtaz, Smarandache, Florentin, Abdel-Basset, Mohamed and Long, Hoang Viet. 2019. "Linguistic Approaches to Interval Complex Neutrosophic Sets in Decision Making." IEEE Access. 7, pp. 38902-38917. https://doi.org/10.1109/ACCESS.2019.2902841Dynamic interval valued neutrosophic set: Modeling decision making in dynamic environments
Thong, Nguyen Tho, Dat, Luu Quoc, Son, Le Hoang, Hoa, Nguyen Dinh, Ali, Mumtaz and Smarandache, Florentin. 2019. "Dynamic interval valued neutrosophic set: Modeling decision making in dynamic environments." Computers in Industry. 108, pp. 45-52. https://doi.org/10.1016/j.compind.2019.02.009Fuzzy and neutrosophic modeling for link prediction in social networks
Tuan, Tran Manh, Chuan, Pham Minh, Ali, Mumtaz, Ngan, Tran Thi, Mittal, Mamta and Son, Le Hoang. 2019. "Fuzzy and neutrosophic modeling for link prediction in social networks." Evolving Systems. 10, pp. 629-634. https://doi.org/10.1007/s12530-018-9251-yNovel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots
Sharma, Ekta, Deo, Ravinesh C., Soar, Jeffrey, Prasad, Ramendra, Parisi, Alfio V. and Raj, Nawin. 2022. "Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots." Atmospheric Environment. 279, pp. 1-13. https://doi.org/10.1016/j.atmosenv.2022.119111New double decomposition deep learning methods for river water level forecasting
Ahmed, A. A. Masrur, Deo, Ravinesh C., Ghahramani, Afshin, Feng, Qi, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2022. "New double decomposition deep learning methods for river water level forecasting." Science of the Total Environment. 831, pp. 1-21. https://doi.org/10.1016/j.scitotenv.2022.154722A Case Study of UV Exposure Risk in Sydney during the 2019/2020 New South Wales Bushfires
Igoe, Damien P., Parisi, Alfio V., Downs, Nathan J. and Butler, Harry. 2022. "A Case Study of UV Exposure Risk in Sydney during the 2019/2020 New South Wales Bushfires." Photochemistry and Photobiology. 98 (5), pp. 1236-1244. https://doi.org/10.1111/php.13603Predicted declines in suitable habitat for greater one-horned rhinoceros (Rhinoceros unicornis) under future climate and land use change scenarios
Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2021. "Predicted declines in suitable habitat for greater one-horned rhinoceros (Rhinoceros unicornis) under future climate and land use change scenarios." Ecology and Evolution. 11 (24), pp. 18288-18304. https://doi.org/10.1002/ece3.8421Capacity building at community forestry level for synergistic implementation of NDCs’ adaptation and mitigation commitments
Shivakoti, Binay Raj, Lopez-Casero, Federico, Maraseni, Tek and Pokharel, Krishna. 2021. "Capacity building at community forestry level for synergistic implementation of NDCs’ adaptation and mitigation commitments." APN Science Bulletin. 11 (1), pp. 113-124. https://doi.org/10.30852/sb.2021.1652Multi-step daily forecasting of reference evapotranspiration for different climates of India: A modern multivariate complementary technique reinforced with ridge regression feature selection
Malik, Anurag, Jamei, Mehdi, Ali, Mumtaz, Prasad, Ramendra, Karbasi, Masoud and Yaseen, Zaher Mundher. 2022. "Multi-step daily forecasting of reference evapotranspiration for different climates of India: A modern multivariate complementary technique reinforced with ridge regression feature selection." Agricultural Water Management. 272. https://doi.org/https://doi.org/10.1016/j.agwat.2022.107812A hierarchical classification/regression algorithm for improving extreme wind speed events prediction
Pelaez-Rodriguez, C., Perez-Aracil, J., Fister, D, Prieto-Godino, L., Deo, R.C. and Salcedo-sanz, S.. 2022. "A hierarchical classification/regression algorithm for improving extreme wind speed events prediction." Renewable Energy. 201 (Part 2), pp. 157-178. https://doi.org/10.1016/j.renene.2022.11.042Modelling Floodplain Vegetation Response to Groundwater Variability Using the ArcSWAT Hydrological Model, MODIS NDVI Data, and Machine Learning
Muhury, Newton, Apan, Armando A., Maraseni, Tek N. and Ayele, Gebiaw T.. 2022. "Modelling Floodplain Vegetation Response to Groundwater Variability Using the ArcSWAT Hydrological Model, MODIS NDVI Data, and Machine Learning." Land. 11 (12), pp. 1-23. https://doi.org/10.3390/land11122154Designing a Multi-Stage Expert System for daily ocean wave energy forecasting: A multivariate data decomposition-based approach
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Xiang, Yong, Ahmadianfar, Iman and Yaseen, Zaher Mundher. 2022. "Designing a Multi-Stage Expert System for daily ocean wave energy forecasting: A multivariate data decomposition-based approach ." Applied Energy. 326, pp. 1-24. https://doi.org/10.1016/j.apenergy.2022.119925Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer
Karbasi, Masoud, Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag and Yaseen, Zaher Mundher. 2022. "Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer." Computers and Electronics in Agriculture. 198, pp. 1-17. https://doi.org/10.1016/j.compag.2022.107121Fuzzy Equivalence on Standard and Rough Neutrosophic Sets and Applications to Clustering Analysis
Thao, Nguyen Xuan, Son, Le Hoang, Cuong, Bui Cong, Ali, Mumtaz and Lan, Luong Hong. 2018. "Fuzzy Equivalence on Standard and Rough Neutrosophic Sets and Applications to Clustering Analysis." Bhateja, Vikrant, Nguyen, Bao Le, Nguyen, Nhu Gia, Satapathy, Suresh Chandra and Le, Dac-Nhuong (ed.) 4th International Conference on Information Systems Design and Intelligent Applications (INDIA 2017). Da Nang, Vietnam 15 - 17 Jun 2017 Singapore. https://doi.org/10.1007/978-981-10-7512-4_82Wearable ultraviolet radiation sensors for research and personal use
Henning, Alyssa, Downs, Nathan J. and Vanos, Jennifer K.. 2022. "Wearable ultraviolet radiation sensors for research and personal use." International Journal of Biometeorology: the description, causes, and implications of climatic change. 66 (3), pp. 627-640. https://doi.org/10.1007/s00484-021-02216-8Wind speed forecasting in Nepal using self-organizing map-based online sequential extreme learning machine
Sharma, Neelesh and Deo, Ravinesh. 2021. "Wind speed forecasting in Nepal using self-organizing map-based online sequential extreme learning machine." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive Modelling for Energy Management and Power Systems Engineering. Netherlands. Elsevier. pp. 437-484Support vector machine model for multistep wind speed forecasting
Prasad, Shobna Mohini Mala, Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "Support vector machine model for multistep wind speed forecasting." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Netherlands. Elsevier. pp. 335-389Development of data-driven models for wind speed forecasting in Australia
Neupane, Ananta, Raj, Nawin, Deo, Ravinesh and Ali, Mumtaz. 2021. "Development of data-driven models for wind speed forecasting in Australia." Deo, R., Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Netherlands. Elsevier. pp. 143-190Sun exposure and physical activity: the valuable role of UV wearables
Henning, Alyssa, Vanos, Jennifer and Downs, Nathan. 2021. "Sun exposure and physical activity: the valuable role of UV wearables." IEEE Technology and Society Magazine. 40 (3), pp. 16-18. https://doi.org/10.1109/MTS.2021.3101927Application of deep learning models for automated identification of Parkinson’s disease: a review (2011–2021)
Loh, Hui Wen, Hong, Wanrong, Ooi, Chui Ping, Chakraborty, Subrata, Barua, Prabal Datta, Deo, Ravinesh C., Soar, Jeffrey, Palmer, Elizabeth E. and Acharya, U. Rajendra. 2021. "Application of deep learning models for automated identification of Parkinson’s disease: a review (2011–2021)." Sensors. 21, pp. 1-27. https://doi.org/10.3390/s21217034Solar ultraviolet radiation, shade profile and heat index survey report: New South Wales playgrounds (2020 - 2021)
Downs, Nathan J.. 2021. Solar ultraviolet radiation, shade profile and heat index survey report: New South Wales playgrounds (2020 - 2021). Unpublished.Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions
Tao, Hai, Al-Khafaji, Zainab S., Qi, Chongchong, Zounemat-Kermani, Mohammad, Kisi, Ozgur, Tiyasha, Tiyasha, Chau, Kwok-Wing, Nourani, Vahid, Melesse, Assefa M., Elhakeem, Mohamed, Farooque, Aitazaz Ahsan, Nejadhashemi, A. Pouyan, Khedher, Khaled Mohamed, Alawi, Omer A., Deo, Ravinesh C., Shahid, Shamsuddin, Singh, Vijay P. and Yaseen, Zaher Mundher. 2021. "Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions." Engineering Applications of Computational Fluid Mechanics. 15 (1), pp. 1585-1612. https://doi.org/10.1080/19942060.2021.1984992Implementation effect of municipal solid waste mandatory sorting policy in Shanghai
Wang, Yao, Shi, Yu, Zhou, Jizhi, Zhao, Jun, Maraseni, Tek and Qian, Guangren. 2021. "Implementation effect of municipal solid waste mandatory sorting policy in Shanghai." Journal of Environmental Management. 298, pp. 1-7. https://doi.org/10.1016/j.jenvman.2021.113512Ecoefficiency of China's agricultural sector: what are the spatiotemporal characteristics and how are they determined?
Zeng, Jinjing, Han, Jinyu, Qu, Jiansheng, Maraseni, Tek Narayan, Xu, Li, Li, Hengji and Liu, Lina. 2021. "Ecoefficiency of China's agricultural sector: what are the spatiotemporal characteristics and how are they determined?" Journal of Cleaner Production. 325, pp. 1-11. https://doi.org/10.1016/j.jclepro.2021.129346The effects of tunnel technology on crop productivity and livelihood of smallholder farmers in Nepal
KC, Diwakar, Jamarkattel, Dinesh, Maraseni, Tek, Nandwani, Dilip and Karki, Pratibha. 2021. "The effects of tunnel technology on crop productivity and livelihood of smallholder farmers in Nepal." Sustainability. 13 (14), pp. 1-15. https://doi.org/10.3390/su13147935A critical assessment of provincial-level variation in agricultural GHG emissions in China
Han, Jinyu, Qu, Jiansheng, Maraseni, Tek Narayan, Xu, Li, Zeng, Jingjing and Li, Hengji. 2021. "A critical assessment of provincial-level variation in agricultural GHG emissions in China." Journal of Environmental Management. 296, pp. 1-10. https://doi.org/10.1016/j.jenvman.2021.113190COVID-19 lockdown and the forestry sector: insight from Gandaki province of Nepal
Laudari, Hari Krishna, Pariyar, Shiva and Maraseni, Tek. 2021. "COVID-19 lockdown and the forestry sector: insight from Gandaki province of Nepal." Forest Policy and Economics. 131, pp. 1-12. https://doi.org/10.1016/j.forpol.2021.102556Response and resilience of Asian agrifood systems to COVID-19: an assessment across twenty-five countries and four regional farming and food systems
Dixon, John M., Weerahewa, Jeevika, Hellin, Jon, Rola-Rubzen, Maria Fay, Huang, Jikun, Kumar, Shalander, Das, Anup, Qureshi, Muhammad Ejaz, Krupnik, Timothy J., Shideed, Kamil, Jat, Mangi L., Prasad, P. V. Vara, Yadav, Sudhir, Irshad, Aamer, Asanaliev, Abdybek, Abugalieva, Aigul, Karimov, Aziz, Bhattarai, Basundhara, Balgos, Carol Q., ..., Timsina, Jagdish. 2021. "Response and resilience of Asian agrifood systems to COVID-19: an assessment across twenty-five countries and four regional farming and food systems." Agricultural Systems. 193, pp. 1-19. https://doi.org/10.1016/j.agsy.2021.103168Advanced extreme learning machines vs. deep learning models for peak wave energy period forecasting: A case study in Queensland, Australia
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong, Sankaran, Adarsh, Deo, Ravinesh C., Xiao, Fuyuan and Zhu, Shuyu. 2021. "Advanced extreme learning machines vs. deep learning models for peak wave energy period forecasting: A case study in Queensland, Australia." Renewable Energy. 177, pp. 1033-1044. https://doi.org/10.1016/j.renene.2021.06.052Perceived importance and economic valuation of ecosystem services in Ghodaghodi wetland of Nepal
Aryal, Kishor, Ojha, Bhuwan Raj and Maraseni, Tek. 2021. "Perceived importance and economic valuation of ecosystem services in Ghodaghodi wetland of Nepal." Land Use Policy: the international journal covering all aspects of land use. 106, pp. 1-12. https://doi.org/10.1016/j.landusepol.2021.105450Unbalanced status and multidimensional influences of municipal solid waste management in Africa
Shi, Yu, Wang, Yao, Yue, Yang, Zhao, Jun, Maraseni, Tek and Qian, Guangren. 2021. "Unbalanced status and multidimensional influences of municipal solid waste management in Africa." Chemosphere. 281, pp. 1-11. https://doi.org/10.1016/j.chemosphere.2021.130884Estimating the willingness to pay for regulating and cultural ecosystem services from forested Siwalik landscapes: perspectives of disaggregated users
Acharya, Ram Prasad, Maraseni, Tek Narayan and Cockfield, Geoff. 2021. "Estimating the willingness to pay for regulating and cultural ecosystem services from forested Siwalik landscapes: perspectives of disaggregated users." Annals of Forest Science. 78, pp. 1-27. https://doi.org/10.1007/s13595-021-01046-3Novel short-term solar radiation hybrid model: long short-term memory network integrated with robust local mean decomposition
Huynh, Anh Ngoc-Lan, Deo, Ravinesh C., Ali, Mumtaz, Abdulla, Shahab and Raj, Nawin. 2021. "Novel short-term solar radiation hybrid model: long short-term memory network integrated with robust local mean decomposition." Applied Energy. 298, pp. 1-19. https://doi.org/10.1016/j.apenergy.2021.117193Evaluating management strategies for sustainable crop production under changing climate conditions: a system dynamics approach
Pham, Yen Hoang, Reardon-Smith, Kathryn and Deo, Ravinesh C.. 2021. "Evaluating management strategies for sustainable crop production under changing climate conditions: a system dynamics approach." Journal of Environmental Management. 292. https://doi.org/10.1016/j.jenvman.2021.112790An interplay of soil salinization and groundwater degradation threatening coexistence of oasis-desert ecosystems
Yin, Xinwei, Feng, Qi, Li, Yan, Deo, Ravinesh C., Liu, Wei, Zhu, Meng, Zheng, Xinjun and Liu, Ran. 2022. "An interplay of soil salinization and groundwater degradation threatening coexistence of oasis-desert ecosystems." Science of the Total Environment. 806 (2), pp. 1-20. https://doi.org/10.1016/j.scitotenv.2021.150599Who shapes the environmental policy in the global south? Unpacking the reality of Nepal
Aryal, Kishor, Laudari, Hari Krishna, Neupane, Prem Raj and Maraseni, Tek. 2021. "Who shapes the environmental policy in the global south? Unpacking the reality of Nepal." Environmental Science and Policy. 121, pp. 78-88. https://doi.org/10.1016/j.envsci.2021.04.008Reaching over the gap: a review of trends in and status of Red Panda research over 193 years (1827-2020)
Karki, Sikha, Maraseni, Tek, Mackey, Brendan, Bista, Damber, Lama, Sonam Tashi, Gautam, Ambika P., Sherpa, Ang Phuri, Koju, Upama, Shrestha, Anita and Cadman, Tim. 2021. "Reaching over the gap: a review of trends in and status of Red Panda research over 193 years (1827-2020)." Science of the Total Environment. 781, pp. 1-12. https://doi.org/10.1016/j.scitotenv.2021.146659Hybrid deep learning method for a week-ahead evapotranspiration forecasting
Ahmed, A. A. Masrur, Deo, Ravinesh C., Feng, Qi, Ghahramani, Afshin, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2022. "Hybrid deep learning method for a week-ahead evapotranspiration forecasting." Stochastic Environmental Research and Risk Assessment. 36 (3), pp. 831-849. https://doi.org/10.1007/s00477-021-02078-xStreamflow prediction using an integrated methodology based on convolutional neural network and long short‑term memory networks
Ghimire, Sujan, Yaseen, Zaher Mundher, Farooque, Aitazaz A., Deo, Ravinesh C., Zhang, Ji and Tao, Xiaohui. 2021. "Streamflow prediction using an integrated methodology based on convolutional neural network and long short‑term memory networks." Scientific Reports. 11, pp. 1-26. https://doi.org/10.1038/s41598-021-96751-4Agriculture: energy use and conservation
Chen, Guangnan and Maraseni, Tek Narayan. 2021. "Agriculture: energy use and conservation." Fath, Brian D., Jorgensen, Sven E. and Cole, Megan (ed.) Managing soils and terrestrial systems. Boca Raton, FL, United States. CRC Press. pp. 9-18The role of internal transcribed spacer 2 secondary structures in classifying mycoparasitic Ampelomyces
Prahl, Rosa E., Khan, Shahjahan and Deo, Ravinesh C.. 2021. "The role of internal transcribed spacer 2 secondary structures in classifying mycoparasitic Ampelomyces." PLoS One. 16 (6), pp. 1-28. https://doi.org/10.1371/journal.pone.0253772Evaluation of the Long-term Cumulative UVA Facial Exposure of Queensland School Teachers derived for an Extended Period from the OMI Satellite Irradiance
A Jebar, Mustapha A., Downs, Nathan J., Parisi, Alfio V. and Turner, Joanna. 2021. "Evaluation of the Long-term Cumulative UVA Facial Exposure of Queensland School Teachers derived for an Extended Period from the OMI Satellite Irradiance." Photochemistry and Photobiology. 97 (1), pp. 192-197. https://doi.org/10.1111/php.13329Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data
Ahmed, A. A. Masrur, Deo, Ravinesh C., Raj, Nawin, Ghahramani, Afshin, Feng, Qi, Yin, Zhenliang and Yang, Linshan. 2021. "Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data." Remote Sensing. 13 (4), pp. 1-30. https://doi.org/10.3390/rs13040554LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios
Ahmed, A. A. Masrur, Deo, Ravinesh C., Ghahramani, Afshin, Raj, Nawin, Feng, Qi, Yin, Zhenliang and Yang, Linshan. 2021. "LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios." Stochastic Environmental Research and Risk Assessment. 35, pp. 1851-1881. https://doi.org/10.1007/s00477-021-01969-3A new framework for classification of multi-category hand grasps using EMG signals
Miften, Firas Sabar, Diykh, Mohammed, Abdulla, Shahab, Siuly, Siuly, Green, Jonathan H. and Deo, Ravinesh C.. 2021. "A new framework for classification of multi-category hand grasps using EMG signals." Artificial Intelligence in Medicine. 112, pp. 1-14. https://doi.org/10.1016/j.artmed.2020.102005Forest Carbon Storage and Species Richness in FSC Certified and Non-certified Community Forests in Nepal
Charmakar, Shambhu, Oli, Bishwa Nath, Joshi, Nabin Raj, Maraseni, Tek Narayan and Atreya, Kishor. 2021. "Forest Carbon Storage and Species Richness in FSC Certified and Non-certified Community Forests in Nepal." Small-Scale Forestry. 20 (2), pp. 199-219. https://doi.org/10.1007/s11842-020-09464-3Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity
Ahmed, A. A. Masrur, Deo, Ravinesh C., Feng, Qi, Ghahramani, Afshin, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2021. "Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity." Journal of Hydrology. 599, pp. 1-23. https://doi.org/10.1016/j.jhydrol.2021.126350Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models
Bayatvarkeshi, Maryam, Bhagat, Suraj Kumar, Mohammadi, Kourosh, Kisi, Ozgur, Farahani, M., Hasani, A., Deo, Ravinesh and Yaseen, Zaher Mundher. 2021. "Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models." Computers and Electronics in Agriculture. 185. https://doi.org/10.1016/j.compag.2021.106158SEQ Ultraviolet and Cloud Measurement Data Collection
Downs, Nathan. SEQ Ultraviolet and Cloud Measurement Data Collection. Toowoomba. https://doi.org/10.26192/9209-3504Species composition, diversity, and carbon stock in trees outside forests in middle hills of Nepal
Bhandari, Shes Kanta, Maraseni, Tek, Timilsina, Yajna Prasad and Parajuli, Rajan. 2021. "Species composition, diversity, and carbon stock in trees outside forests in middle hills of Nepal." Forest Policy and Economics. 125, pp. 1-8. https://doi.org/10.1016/j.forpol.2021.102402Strengthening inter-sectoral coordination and governance for the effective implementation of Nepal's NDCs based on a voluntary national quality-of governance standard for forest sector activities and programmes
Lopez-Casero, Federico, Shivakoti, Binaya Raj, Maraseni, Tek and Pokheral, Krishna. 2021. Strengthening inter-sectoral coordination and governance for the effective implementation of Nepal's NDCs based on a voluntary national quality-of governance standard for forest sector activities and programmes. Japan. Asia-Pacific Network for Global Change Research.Electronic Sun Journal Versus Self-report Sun Diary: A Comparison of Recording Personal Sunlight Exposure Methods
Dexter, Benjamin R., King, Rachel, Parisi, Alfio V., Harrison, Simone L., Igoe, Damien P. and Downs, Nathan J.. 2021. "Electronic Sun Journal Versus Self-report Sun Diary: A Comparison of Recording Personal Sunlight Exposure Methods." Photochemistry and Photobiology. 97 (3), pp. 641-649. https://doi.org/10.1111/php.13359Mapping rice area and yield in northeastern asia by incorporating a crop model with dense vegetation index profiles from a geostationary satellite
Yeom, Jong-Min, Jeong, Seungtaek, Deo, Ravinesh C. and Ko, Jonghan. 2021. "Mapping rice area and yield in northeastern asia by incorporating a crop model with dense vegetation index profiles from a geostationary satellite." GIScience and Remote Sensing. https://doi.org/10.1080/15481603.2020.1853352Ethnobotany of the Himalayas: The Nepal, Bhutanese, and Tibetan Himalayas
Kunwar, Ripu M., Subedi, Bhishma P., Baral, Sushim R., Maraseni, Tek, LeBoa, Chris, Adhikari, Yagya P. and Bussmann, Rainer W.. 2020. "Ethnobotany of the Himalayas: The Nepal, Bhutanese, and Tibetan Himalayas." Kunwar, R.M., Sher, H. and Bussmann, R.W. (ed.) Ethnobotany of the Himalayas. Cham, Switzerland. Springer. pp. 65-103Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks
Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra, Parisi, Alfio and Raj, Nawin. 2020. "Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks." IEEE Access. 8, pp. 209503-209516. https://doi.org/10.1109/ACCESS.2020.3039002Low cost and centimeter-level global positioning system accuracy using real-time kinematic library and real-time kinematic gpsa
Gianey, Hemant K., Ali, Mumtaz, Vijayakumar, Varadarajan, Sharma, Ashutosh and Kumar, Rajiv. 2021. "Low cost and centimeter-level global positioning system accuracy using real-time kinematic library and real-time kinematic gpsa." Recent Advances in Computer Science and Communications. 14 (2), pp. 360-367. https://doi.org/10.2174/2213275912666190328201322Variational mode decomposition based random forest model for solar radiation forecasting: New emerging machine learning technology
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong, Khan, Mohsin, Farooque, Aitazaz Ahsan, Zong, Tianrui and Yaseen, Zaher Mundher. 2021. "Variational mode decomposition based random forest model for solar radiation forecasting: New emerging machine learning technology." Energy Reports. 7, pp. 6700-6717. https://doi.org/10.1016/j.egyr.2021.09.113Forecasting standardized precipitation index using data intelligence models: regional investigation of Bangladesh
Yaseen, Zaher Mundher, Ali, Mumtaz, Sharafati, Ahmad, Al-Ansari, Nadhir and Shahid, Shamsuddin. 2021. "Forecasting standardized precipitation index using data intelligence models: regional investigation of Bangladesh." Scientific Reports. 11 (1), pp. 1-25. https://doi.org/10.1038/s41598-021-82977-9Multifractal characterization and cross correlations of reference evapotranspiration time series of India
Adarsh, S., Nityanjaly, L. J., Pham, Quoc Bao, Sarang, R., Ali, Mumtaz and Nandhineekrishna, P.. 2021. "Multifractal characterization and cross correlations of reference evapotranspiration time series of India." European Physical Journal: Special Topics. 230 (21-22), pp. 3845-3859. https://doi.org/10.1140/epjs/s11734-021-00325-4Self-supervised cross-iterative clustering for unlabeled plant disease images
Fang, Uno, Li, J., Lu, X., Gao, Longxiang, Ali, Mumtaz and Xiang, Yong. 2021. "Self-supervised cross-iterative clustering for unlabeled plant disease images." Neurocomputing. 456, pp. 36-48. https://doi.org/10.1016/j.neucom.2021.05.066Spatiotemporal variability of multifractal properties of fineresolution daily gridded rainfall fields over India
Sankaran, Adarsh, Chavan, Sagar Rohidas, Ali, Mumtaz, Devarajan, Archana Devarajan, Dharan, Drisya Sasi and Khan, Muhammad Ismail. 2021. "Spatiotemporal variability of multifractal properties of fineresolution daily gridded rainfall fields over India." Natural Hazards. 106 (3), pp. 1951-1979. https://doi.org/10.1007/s11069-021-04523-0MARS model for prediction of short- and long-term global solar radiation
Balalla, Dilki T., Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "MARS model for prediction of short- and long-term global solar radiation." Deo, Ravinesh, Roy, Sanjiban Sekhar and Samui, Pijush (ed.) Predictive Modelling for Energy Management and Power Systems Engineering. United Kingdom. Elsevier. pp. 391-436Developing reservoir evaporation predictive model for successful dam management
Allawi, Mohammed Falah, Ahmed, Mohammed Lateef, Aidan, Ibraheem Abdallah, Deo, Ravinesh C. and El-Shafie, Ahmed. 2021. "Developing reservoir evaporation predictive model for successful dam management." Stochastic Environmental Research and Risk Assessment. 35 (2), pp. 499-514. https://doi.org/10.1007/s00477-020-01918-6Application of effective drought index for quantification of meteorological drought events: a case study in Australia
Deo, Ravinesh C., Byun, Hi-Ryong, Adamowski, Jan F. and Begum, Khaleda. 2017. "Application of effective drought index for quantification of meteorological drought events: a case study in Australia." Theoretical and Applied Climatology. 128 (1-2), pp. 359-379. https://doi.org/10.1007/s00704-015-1706-5Key steps in environmental impact assessment: a comparative study of China, Queensland State of Australia and Nepal
Aryal, Suman, Maraseni, Tek, Qu, Jiansheng, Bruyn, Lisa Lobry de, Dhakal, Yub Raj and Zeng, Jingjing. 2020. "Key steps in environmental impact assessment: a comparative study of China, Queensland State of Australia and Nepal." Environmental Monitoring and Assessment. 192, pp. 1-15. https://doi.org/10.1007/s10661-020-8098-4Resident risk attitude analysis in the decision-making management of waste incineration construction
Nie, Yongyou, Wu, Yanjing, Zhao, Jinbu, Zhou, Jizhi, Zhang, Yuhao, Zhao, Jun, Maraseni, Tek and Qian, Guangren. 2020. "Resident risk attitude analysis in the decision-making management of waste incineration construction." Journal of Environmental Management. 258, pp. 1-6. https://doi.org/10.1016/j.jenvman.2019.109946Why is the Private Forest Program Stunted in Nepal?
Aryal, Kishor, Rijal, Arjun, Maraseni, Tek and Parajuli, Manisha. 2020. "Why is the Private Forest Program Stunted in Nepal?" Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors. 66, pp. 535-548. https://doi.org/10.1007/s00267-020-01343-zHousehold CO2 Emissions: Current Status and Future Perspectives
Liu, Lina, Qu, Jiansheng, Maraseni, Tek Narayan, Niu, Yibo, Zeng, Jingjing, Zhang, Lihua and Xu, Li. 2020. "Household CO2 Emissions: Current Status and Future Perspectives." International Journal of Environmental Research and Public Health. 17 (19), pp. 1-19. https://doi.org/10.3390/ijerph17197077An Ecosystem Services Valuation Research Framework for Policy Integration in Developing Countries: A Case Study from Nepal
Acharya, Ram Prasad, Maraseni, Tek Narayan and Cockfield, Geoff. 2020. "An Ecosystem Services Valuation Research Framework for Policy Integration in Developing Countries: A Case Study from Nepal." Sustainability. 12 (19), pp. 1-15. https://doi.org/10.3390/su12198250Carbon smart agriculture: An integrated regional approach offers significant potential to increase profit and resource use efficiency, and reduce emissions
Maraseni, Tek, An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kate. 2021. "Carbon smart agriculture: An integrated regional approach offers significant potential to increase profit and resource use efficiency, and reduce emissions." Journal of Cleaner Production. 282, pp. 1-14. https://doi.org/10.1016/j.jclepro.2020.124555Assessing the past and adapting to future floods: a hydro-social analysis
Devkota, Rohini, Bhattarai, Utsav, Devkota, Laxmi and Maraseni, Tek Narayan. 2020. "Assessing the past and adapting to future floods: a hydro-social analysis." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 163 (2), pp. 1065-1082. https://doi.org/10.1007/s10584-020-02909-wWhat lessons do the first Nationally Determined Contribution (NDC) formulation process and implementation outcome provide to the enhanced/updated NDC? A reality check from Nepal
Laudari, Hari Krishna, Aryal, Kishor, Bhusal, Shreejana and Maraseni, Tek. 2021. "What lessons do the first Nationally Determined Contribution (NDC) formulation process and implementation outcome provide to the enhanced/updated NDC? A reality check from Nepal." Science of the Total Environment. 759, pp. 1-12. https://doi.org/10.1016/j.scitotenv.2020.143509Feedback modelling of the impacts of drought: A case study in coffee production systems in Viet Nam
Pham, Yen, Reardon-Smith, Kathryn, Mushtaq, Shahbaz and Deo, Ravinesh C.. 2020. "Feedback modelling of the impacts of drought: A case study in coffee production systems in Viet Nam." Climate Risk Management. 30, pp. 1-17. https://doi.org/10.1016/j.crm.2020.100255Forecasting long-term precipitation for water resource management: a new multi-step data-intelligent modelling approach
Ali, Mumtaz, Deo, Ravinesh C., Xiang, Yong, Li, Ya and Yaseen, Zaher Mundher. 2020. "Forecasting long-term precipitation for water resource management: a new multi-step data-intelligent modelling approach." Hydrological Sciences Journal. 65 (16), pp. 2693-2708. https://doi.org/10.1080/02626667.2020.1808219Keratinocyte skin cancer risks for working school teachers: scenarios and implications of the timing of scheduled duty periods in Queensland, Australia
Dexter, B. R., King, R., Parisi, A. V., Harrison, S. L., Konovalov, D. A. and Downs, N. J.. 2020. "Keratinocyte skin cancer risks for working school teachers: scenarios and implications of the timing of scheduled duty periods in Queensland, Australia." Journal of Photochemistry and Photobiology, B: Biology. 213, pp. 1-10. https://doi.org/10.1016/j.jphotobiol.2020.112046Characterizing net primary productivity of forests and non-forest areas in the Philippines using satellite imagery
Apan, Armando and Maraseni, Tek. 2012. "Characterizing net primary productivity of forests and non-forest areas in the Philippines using satellite imagery." 1st National Symposium and Workshop on Environmental Science (IESM 2012): Environmental Science in a Changing Environment. Manila, Philippines 07 - 08 May 2012 Manila, Philippines.Climate change vulnerability of Asia’s most iconic megaherbivore: greater one-horned rhinoceros (Rhinoceros unicornis)
Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2020. "Climate change vulnerability of Asia’s most iconic megaherbivore: greater one-horned rhinoceros (Rhinoceros unicornis)." Global Ecology and Conservation. 23, pp. 1-14. https://doi.org/10.1016/j.gecco.2020.e01180Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji
Moishin, Mohammed, Deo, Ravinesh C., Prasad, Ramendra, Raj, Nawin and Abdulla, Shahab. 2021. "Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji." Stochastic Environmental Research and Risk Assessment. 35 (7), pp. 1387-1402. https://doi.org/10.1007/s00477-020-01899-6The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space." Applied Soft Computing. 97 (Part A), pp. 1-14. https://doi.org/10.1016/j.asoc.2020.106805Modeling wheat yield with data-intelligent algorithms: artificial neural network versus genetic programming and minimax probability machine regression
Ali, Mumtaz and Deo, Ravinesh C.. 2020. "Modeling wheat yield with data-intelligent algorithms: artificial neural network versus genetic programming and minimax probability machine regression." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 37-87MARS model for prediction of short- and long-term global solar radiation
Balalla, Dilki T., Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "MARS model for prediction of short- and long-term global solar radiation." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 391-436Short-term electrical energy demand prediction under heat island effects using emotional neural network integrated with genetic algorithm
Karalasingham, Sagthitharan, Deo, Ravinesh and Prasad, Ramendra. 2021. "Short-term electrical energy demand prediction under heat island effects using emotional neural network integrated with genetic algorithm." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 271-298Hybrid multilayer perceptron-firefly optimizer algorithm for modelling photosynthetic active solar radiation for biofuel energy exploration
Goundar, Harshna, Yaseen, Zaher Mundher and Deo, Ravinesh. 2021. "Hybrid multilayer perceptron-firefly optimizer algorithm for modelling photosynthetic active solar radiation for biofuel energy exploration." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 191-232Design and performance of two decomposition paradigms in forecasting daily solar radiation with evolutionary polynomial regression: wavelet transform versus ensemble empirical mode decomposition
Rezaie-Balf, Mohammad, Kim, Sungwon, Ghaemi, Alireza and Deo, Ravinesh. 2021. "Design and performance of two decomposition paradigms in forecasting daily solar radiation with evolutionary polynomial regression: wavelet transform versus ensemble empirical mode decomposition." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 115-142Shade auditing in Queensland
Downs, Nathan, Parisi, Alfio, Baldwin, Louise and Harrison, Simone. 2019. "Shade auditing in Queensland." 6th Annual Brisbane Cancer Conference. Brisbane, Australia 28 - 29 Nov 2019Experimental Study on the Rainfall-Runoff Responses of Typical Urban Surfaces and Two Green Infrastructures Using Scale-Based Models
Liu, Wen, Feng, Qi, Deo, Ravinesh C., Yao, Lei and Wei, Wei. 2020. "Experimental Study on the Rainfall-Runoff Responses of Typical Urban Surfaces and Two Green Infrastructures Using Scale-Based Models ." Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors. 66 (4), pp. 683-693. https://doi.org/10.1007/s00267-020-01339-9Multifractal Cross Correlation Analysis of Agro-Meteorological Datasets (Including Reference Evapotranspiration) of California, United States
Sankaran, A., Krzyszczak, Jaromir, Baranowski, Piotr, Devarajan Sindhu, Archana, Nandhineekrishna Pradeep, Kumar, Lija Jayaprakash, Nityanjali, Thankamani, Vandana and Ali, Mumtaz. 2020. "Multifractal Cross Correlation Analysis of Agro-Meteorological Datasets (Including Reference Evapotranspiration) of California, United States." Atmosphere. 11 (10), pp. 1-24. https://doi.org/10.3390/atmos11101116Ensemble neural network approach detecting pain intensity from facial expressions
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "Ensemble neural network approach detecting pain intensity from facial expressions." Artificial Intelligence in Medicine. 109, pp. 1-12. https://doi.org/10.1016/j.artmed.2020.101954Probabilistic and artificial intelligence modelling of drought and agricultural crop yield in Pakistan
Ali, Mumtaz. 2019. Probabilistic and artificial intelligence modelling of drought and agricultural crop yield in Pakistan. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/S847-M467Daily flood forecasts with intelligent data analytic models: multivariate empirical mode decomposition-based modeling methods
Prasad, Ramendra, Charan, Dhrishna, Joseph, Lionel, Nguyen-Huy, Thong, Deo, Ravinesh C. and Singh, Sanjay. 2021. "Daily flood forecasts with intelligent data analytic models: multivariate empirical mode decomposition-based modeling methods." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 359-381Artificial neural networks for prediction of Steadman Heat Index
Chand, Bhuwan, Nguyen-Huy, Thong and Deo, Ravinesh C.. 2021. "Artificial neural networks for prediction of Steadman Heat Index." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 293-357Spatial prediction of landslide susceptibility using random forest algorithm
Rahmati, Omid, Kornejady, Aiding and Deo, Ravinesh C.. 2021. "Spatial prediction of landslide susceptibility using random forest algorithm." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 281-292Intelligent data analytics for time series, trend analysis and drought indices comparison
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2021. "Intelligent data analytics for time series, trend analysis and drought indices comparison." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 151-169Modulation of tropical cyclone genesis by Madden–Julian Oscillation in the Southern Hemisphere
Dayal, Kavina S., Wang, Bin and Deo, Ravinesh C.. 2021. "Modulation of tropical cyclone genesis by Madden–Julian Oscillation in the Southern Hemisphere." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 127-150Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction
Nguyen-Huy, Thong, Deo, Ravinesh C., Yaseen, Zaher Mundher, Mushtaq, Shahbaz and Prasad, Ramendra. 2021. "Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 29-47Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation
Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher. 2021. Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer.Solar blue light radiation enhancement during mid to low solar elevation periods under cloud affected skies
Parisi, Alfio V., Igoe, Damien P., Amar, Abdurazaq and Downs, Nathan. 2020. "Solar blue light radiation enhancement during mid to low solar elevation periods under cloud affected skies." Sensors. 20 (15), pp. 1-13. https://doi.org/10.3390/s20154105Electronic Sun Journals: integrating calibrated field radiometers and traditional dosimeters for monitoring personal sun exposure behavior
Downs, Nathan. 2018. "Electronic Sun Journals: integrating calibrated field radiometers and traditional dosimeters for monitoring personal sun exposure behavior." 2018 National Cancer Institute Exercise Science and Skin Cancer Prevention Research Meeting. Rockville, United States 26 - 27 Sep 2018Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong and Deo, Ravinesh C.. 2020. "Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms." Renewable and Sustainable Energy Reviews. 132. https://doi.org/10.1016/j.rser.2020.110003Electrical Energy Demand Forecasting Model Development and Evaluation with Maximum Overlap Discrete Wavelet Transform-Online Sequential Extreme Learning Machines Algorithms
Al-Musaylh, Mohanad S., Deo, Ravinesh C. and Li, Yan. 2020. "Electrical Energy Demand Forecasting Model Development and Evaluation with Maximum Overlap Discrete Wavelet Transform-Online Sequential Extreme Learning Machines Algorithms." Energies. 13 (9). https://doi.org/10.3390/en13092307Arithmetic Operations of Neutrosophic Sets, Interval Neutrosophic Sets and Rough Neutrosophic Sets
Smarandache, Florentin, Ali, Mumtaz and Khan, Mohsin. 2019. "Arithmetic Operations of Neutrosophic Sets, Interval Neutrosophic Sets and Rough Neutrosophic Sets." Kahraman, Cengiz and Otay, Irem (ed.) Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets. Cham, Switzerland. Springer. pp. 25-42Assessing the financial contribution and carbon emission pattern of provisioning ecosystem services in Siwalik forests in Nepal: Valuation from the perspectives of disaggregated users
Acharya, Ram Prasad, Maraseni, Tek and Cockfield, Geoff. 2020. "Assessing the financial contribution and carbon emission pattern of provisioning ecosystem services in Siwalik forests in Nepal: Valuation from the perspectives of disaggregated users." Land Use Policy: the international journal covering all aspects of land use. 95, pp. 1-11. https://doi.org/10.1016/j.landusepol.2020.104647Mapping national REDD+ initiatives in the Asia-Pacific region
Maraseni, Tek Narayan, Poudyal, Bishnu Hari, Rana, Eak, Khanal, Sudarshan Chandra, Ghimire, Puspa Lal and Subedi, Bhishma P.. 2020. "Mapping national REDD+ initiatives in the Asia-Pacific region." Journal of Environmental Management. 269, pp. 1-11. https://doi.org/10.1016/j.jenvman.2020.110763Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network
Huynh, Anh Ngoc‐Lan, Deo, Ravinesh C., An-Vo, Duc-Anh, Ali, Mumtaz, Raj, Nawin and Abdulla, Shahab. 2020. "Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network." Energies. 13 (14). https://doi.org/10.3390/en13143517Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications
Al-Hadeethi, Hanan, Abdulla, Shahab, Diykh, Mohammed, Deo, Ravinesh C. and Green, Jonathan H.. 2020. "Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications." Expert Systems with Applications. 161. https://doi.org/10.1016/j.eswa.2020.113676Random forest predictive model development with uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region
Wu, Min, Feng, Qi, Wen, Xiaohu, Deo, Ravinesh C., Yin, Zhenliang, Yang, Linshan and Sheng, Danrui. 2020. "Random forest predictive model development with uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region." Hydrology Research: an international journal. 51 (4), pp. 648-665. https://doi.org/10.2166/nh.2020.012Measured UV Exposures of Ironman, Sprint and Olympic-Distance Triathlon Competitors
Downs, Nathan J., Axelsen, Taryn, Parisi, Alfio V., Schouten, Peter W. and Dexter, Ben R.. 2020. "Measured UV Exposures of Ironman, Sprint and Olympic-Distance Triathlon Competitors." Atmosphere. 11 (5), pp. 1-15. https://doi.org/10.3390/atmos11050440Evaluation of shade profiles while walking in urban environments: A case study from inner suburban Sydney, Australia
Igoe, Damien P., Downs, Nathan J., Parisi, Alfio V. and Amar, Abdurazaq. 2020. "Evaluation of shade profiles while walking in urban environments: A case study from inner suburban Sydney, Australia." Building and Environment. 177, pp. 1-7. https://doi.org/10.1016/j.buildenv.2020.106873Recognition of historical contribution of indigenous peoples and local communities through benefit sharing plans (BSPs) in REDD+
Poudyal, Bishnu Hari, Maraseni, Tek, Cockfield, Geoff and Bhattarai, Bhola. 2020. "Recognition of historical contribution of indigenous peoples and local communities through benefit sharing plans (BSPs) in REDD+." Environmental Science and Policy. 106, pp. 111-114. https://doi.org/10.1016/j.envsci.2020.01.022Stormwater runoff and pollution retention performances of permeable pavements and the effects of structural factors
Liu, Wen, Feng, Qi, Chen, Weiping and Deo, Ravinesh C.. 2020. "Stormwater runoff and pollution retention performances of permeable pavements and the effects of structural factors." Environmental Science and Pollution Research. 27 (24), pp. 30831-30843. https://doi.org/10.1007/s11356-020-09220-2Spatial mapping of short-term solar radiation prediction incorporating geostationary satellite images coupled with deep convolutional LSTM networks for South Korea
Yeom, Jong-Min, Deo, Ravinesh C., Adamowski, Jan F., Park, Seonyoung and Lee, Chang-Suk. 2020. "Spatial mapping of short-term solar radiation prediction incorporating geostationary satellite images coupled with deep convolutional LSTM networks for South Korea." Environmental Research Letters. 15 (9), pp. 1-10. https://doi.org/10.1088/1748-9326/ab9467Development of Advanced Computer Aid Model for Shear Strength of Concrete Slender Beam Prediction
Sharafati, Ahmad, Haghbin, Masoud, Aldlemy, Mohammed Suleman, Mussa, Mohamed H., Al Zand, Ahmed W., Ali, Mumtaz, Bhagat, Suraj Kumar, Al-Ansari, Nadhir and Yaseen, Zaher Mundher. 2020. "Development of Advanced Computer Aid Model for Shear Strength of Concrete Slender Beam Prediction." Applied Sciences. 10 (11), pp. 1-25. https://doi.org/10.3390/app10113811A double decomposition-based modelling approach to forecast weekly solar radiation
Prasad, Ramendra, Ali, Mumtaz, Xiang, Yong and Khan, Huma. 2020. "A double decomposition-based modelling approach to forecast weekly solar radiation." Renewable Energy. 152, pp. 9-22. https://doi.org/10.1016/j.renene.2020.01.005Integrative stochastic model standardization with genetic algorithm for rainfall pattern forecasting in tropical and semi-arid environments
Salih, Sinan Q., Sharafati, Ahmad, Ebtehaj, Isa, Sanikhani, Hadi, Siddique, Ridwan, Deo, Ravinesh C., Bonakdari, Hossein, Shahid, Shamsuddin and Yaseen, Zaher Mundher. 2020. "Integrative stochastic model standardization with genetic algorithm for rainfall pattern forecasting in tropical and semi-arid environments." Hydrological Sciences Journal. 65 (7), pp. 1145-1157. https://doi.org/10.1080/02626667.2020.1734813Hybridized neural fuzzy ensembles for dust source modeling and prediction
Rahmati, Omid, Panahi, Mahdi, Ghiasi, Seid Saeid, Deo, Ravinesh C., Tiefenbacher, John P., Pradhan, Biswajeet, Jahani, Ali, Goshtasb, Hamid, Kornejady, Aiding, Shahabi, Himan, Shirzadi, Ataollah, Khosravi, Hassan, Moghaddam, Davoud Davoudi, Mohtashamian, Maryamsadat and Bui, Dieu Tien. 2020. "Hybridized neural fuzzy ensembles for dust source modeling and prediction." Atmospheric Environment. 224, pp. 1-11. https://doi.org/10.1016/j.atmosenv.2020.117320Trends and current state of research on greater one-horned rhinoceros (Rhinoceros unicornis): a systematic review of the literature over a period of 33 years (1985–2018)
Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2020. "Trends and current state of research on greater one-horned rhinoceros (Rhinoceros unicornis): a systematic review of the literature over a period of 33 years (1985–2018)." Science of the Total Environment. 710, pp. 1-14. https://doi.org/10.1016/j.scitotenv.2019.136349Land use change in Australian mixed crop-livestock systems as a transformative climate change adaptation
Ghahramani, Afshin, Kingwell, Ross S. and Maraseni, Tek Narayan. 2020. "Land use change in Australian mixed crop-livestock systems as a transformative climate change adaptation." Agricultural Systems. 180. https://doi.org/10.1016/j.agsy.2020.102791A postmortem of forest policy dynamics of Nepal
Laudari, Hari Krishna, Aryal, Kishor and Maraseni, Tek. 2020. "A postmortem of forest policy dynamics of Nepal." Land Use Policy: the international journal covering all aspects of land use. 91, pp. 1-13. https://doi.org/10.1016/j.landusepol.2019.104338Global solar radiation estimation and climatic variability analysis using extreme learning machine based predictive model
Tao, Hai, Sharafati, Ahmad, Mohammed, Achite, Salih, Sinan Q., Deo, Ravinesh C., Al-Ansari, Nadhir and Yaseen, Zaher Mundher. 2020. "Global solar radiation estimation and climatic variability analysis using extreme learning machine based predictive model." IEEE Access. 8, pp. 12026-12042. https://doi.org/10.1109/ACCESS.2020.2965303Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia
Ghorbani, Mohammad Ali, Deo, Ravinesh C., Kim, Sungwon, Kashani, Mahasa Hasanpour, Karimi, Vahid and Izadkhah, Maryam. 2020. "Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia." Soft Computing. 24, pp. 12079-12090. https://doi.org/10.1007/s00500-019-04648-2Causality of climate, food production and conflict over the last two millennia in the Hexi Corridor, China
Yang, Linshan, Feng, Qi, Adamowski, Jan F., Deo, Ravinesh C., Yin, Zhenlaing, Wen, Xiaohu, Tang, Xia and Wu, Min. 2020. "Causality of climate, food production and conflict over the last two millennia in the Hexi Corridor, China." Science of the Total Environment. 713, pp. 1-11. https://doi.org/10.1016/j.scitotenv.2020.136587Mixing characteristics of a film-exciting flapping jet
Wu, M., Xu, M., Mi, J. and Deo, R. C.. 2020. "Mixing characteristics of a film-exciting flapping jet." International Journal of Heat and Fluid Flow. 82, pp. 1-9. https://doi.org/10.1016/j.ijheatfluidflow.2019.108532An assessment of the policies and practices of selective logging and timber utilisation: A case study from natural forests of Tarai Nepal and Queensland Australia
Poudyal, Bishnu Hari, Maraseni, Tek and Cockfield, Geoff. 2020. "An assessment of the policies and practices of selective logging and timber utilisation: A case study from natural forests of Tarai Nepal and Queensland Australia." Land Use Policy: the international journal covering all aspects of land use. 91, pp. 1-12. https://doi.org/10.1016/j.landusepol.2019.104422Influence of Clouds on OMI Satellite Total Daily UVA Exposure over a 12-year Period at a Southern Hemisphere Site
A Jebar, Mustapha A., Parisi, Alfio V., Downs, Nathan J. and Turner, Joanna. 2020. "Influence of Clouds on OMI Satellite Total Daily UVA Exposure over a 12-year Period at a Southern Hemisphere Site." International Journal of Remote Sensing. 41 (1), pp. 272-283. https://doi.org/10.1080/01431161.2019.1641243Enhanced deep learning algorithm development to detect pain intensity from facial expression images
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffery, Whittaker, Frank and Wang, Hua. 2020. "Enhanced deep learning algorithm development to detect pain intensity from facial expression images." Expert Systems with Applications. 149, pp. 1-10. https://doi.org/10.1016/j.eswa.2020.113305A general extensible learning approach for multi-disease recommendations in a telehealth environment
Lafta, Raid, Zhang, Ji, Tao, Xiaohui, Zhu, Xiaodong, Li, Hongzhou, Chang, Liang and Deo, Ravinesh. 2020. "A general extensible learning approach for multi-disease recommendations in a telehealth environment ." Pattern Recognition Letters. 132, pp. 106-114. https://doi.org/10.1016/j.patrec.2018.11.006A hybrid air quality early-warning framework: an hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms
Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra and Parisi, Alfio V.. 2020. "A hybrid air quality early-warning framework: an hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms." Science of the Total Environment. 709, pp. 1-23. https://doi.org/10.1016/j.scitotenv.2019.135934Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia
Rahmati, Omid, Falah, Fatemeh, Dayal, Kavina Shaanu, Deo, Ravinesh C., Mohammadi, Farnoush, Biggs, Trent, Moghaddam, Davoud Davoudi, Naghibi, Seyed Amir and Bui, Dieu Tien. 2020. "Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia." Science of the Total Environment. 699 (134230). https://doi.org/10.1016/j.scitotenv.2019.134230M-CFIS-R: Mamdani Complex Fuzzy Inference System with Rule Reduction Using Complex Fuzzy Measures in Granular Computing
Tuan, Tran Manh, Lan, Luong Thi Hong, Chou, Shuo-Yan, Ngan, Tran Thi, Son, Le Hoang, Giang, Nguyen Long and Ali, Mumtaz. 2020. "M-CFIS-R: Mamdani Complex Fuzzy Inference System with Rule Reduction Using Complex Fuzzy Measures in Granular Computing." Mathematics. 8 (5), pp. 1-24. https://doi.org/10.3390/math8050707Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong and Yaseen, Z.. 2020. "Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts." Journal of Hydrology. 584, pp. 1-15. https://doi.org/10.1016/j.jhydrol.2020.124647The Generalized Neutrosophic Cubic Aggregation Operators and Their Application to Multi-Expert Decision-Making Method
Khan, Majid, Gulistan, Muhammad, Ali, Mumtaz and Chammam, Wathek. 2020. "The Generalized Neutrosophic Cubic Aggregation Operators and Their Application to Multi-Expert Decision-Making Method." Symmetry. 12 (4), pp. 1-15. https://doi.org/10.3390/sym12040496The Simulated Ocular and Whole-Body Distribution of Natural Sunlight to Kiteboarders: A High-Risk Case of UVR Exposure for Athletes Utilizing Water Surfaces in Sport
Downs, Nathan J., Parisi, Alfio V., Schouten, Peter W., Igoe, Damien P. and De Castro-Maqueda, Guillermo. 2020. "The Simulated Ocular and Whole-Body Distribution of Natural Sunlight to Kiteboarders: A High-Risk Case of UVR Exposure for Athletes Utilizing Water Surfaces in Sport." Photochemistry and Photobiology. 96 (4), pp. 926-935. https://doi.org/10.1111/PHP.13200Beyond the current Smartphone Application: Using smartphone hardware to measure UV radiation
Turner, J., Igoe, D. P., Parisi, A. V., Downs, N. J. and Amar, A.. 2018. "Beyond the current Smartphone Application: Using smartphone hardware to measure UV radiation." NIWA UV Workshop 2018 - UV Radiation: Effects on Human Health and the Environment. Wellington, New Zealand 04 - 06 Apr 2018 New Zealand.Global trend of forest ecosystem services valuation – An analysis of publications
Acharya, Ram Prasad, Maraseni, Tek and Cockfield, Geoff. 2019. "Global trend of forest ecosystem services valuation – An analysis of publications." Ecosystem Services: science, policy and pratice. 39, pp. 1-11. https://doi.org/10.1016/j.ecoser.2019.100979Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high‐resolution regional climate models
Yin, Zhenliang, Feng, Qi, Yang, Linshan, Deo, Ravinesh C., Adamowski, Jan F., Wen, Xiaohu, Jia, Bing and Si, Jianhua. 2020. "Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high‐resolution regional climate models." International Journal of Climatology. 40 (8), pp. 3922-3941. https://doi.org/10.1002/joc.6435Scientific Forest Management Practice in Nepal: Critical Reflections from Stakeholders' Perspectives
Poudyal, Bishnu Hari, Maraseni, Tek and Cockfield, Geoff. 2019. "Scientific Forest Management Practice in Nepal: Critical Reflections from Stakeholders' Perspectives." Forests. 11 (1), pp. 1-20. https://doi.org/10.3390/f11010027Financial returns from collaborative investment models of Eucalyptus agroforestry plantations in Lao PDR
Phimmavong, Somvang, Maraseni, Tek Narayan, Keenan, Rodney J. and Cockfield, Geoff. 2019. "Financial returns from collaborative investment models of Eucalyptus agroforestry plantations in Lao PDR." Land Use Policy: the international journal covering all aspects of land use. 87, pp. 1-11. https://doi.org/10.1016/j.landusepol.2019.104060An assessment of governance quality for community-based forest management systems in Asia: Prioritisation of governance indicators at various scales
Maraseni, Tek Narayan, Bhattarai, Nabin, Karky, Bhaskar Singh, Cadman, Timothy, Timalsina, Niroj, Bhandari, Trishna Singh, Apan, Armando, Ma, Hwan Ok, Rawat, R. S., Verma, Nemit, San, Su Mon, Oo, Thaung Naing, Dorji, Kinley, Dhungana, Sindhu and Poudel, Mohan. 2019. "An assessment of governance quality for community-based forest management systems in Asia: Prioritisation of governance indicators at various scales." Land Use Policy: the international journal covering all aspects of land use. 81, pp. 750-671. https://doi.org/10.1016/j.landusepol.2018.11.044The role of fiscal instruments in encouraging the private sector and smallholders to reduce emissions from deforestation and forest degradation: Evidence from Indonesia
Cadman, Tim, Sarker, Tapan, Muttaqin, Zahrul, Nurfatriani, Firti and Maraseni, Tek. 2019. "The role of fiscal instruments in encouraging the private sector and smallholders to reduce emissions from deforestation and forest degradation: Evidence from Indonesia." Forest Policy and Economics. 108, pp. 1-10. https://doi.org/10.1016/j.forpol.2019.04.017Effectiveness of Gravity Goods Ropeways in market participation of smallholder farmers in uplands
KC, Diwakar, Maraseni, Tek, Jamir, Chubamenla, Thapa Magar, Ritendra and Tuladhar, Florencia. 2020. "Effectiveness of Gravity Goods Ropeways in market participation of smallholder farmers in uplands." Transportation. 47 (3), pp. 1393-1414. https://doi.org/10.1007/s11116-018-9970-8Exploring solar and wind energy resources in North Korea with COMS MI geostationary satellite data coupled with numerical weather prediction reanalysis variables
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Rahmati, Omid, Panahi, Mahdi, Kalantari, Zahra, Soltani, Elinaz, Falah, Fatemeh, Dayal, Kavina S., Mohammadi, Farnoush, Deo, Ravinesh C., Tiefenbacher, John and Bui, Dieu Tien. 2020. "Capability and robustness of novel hybridized models used for drought hazard modeling in southeast Queensland, Australia." Science of the Total Environment. 718, pp. 1-17. https://doi.org/10.1016/j.scitotenv.2019.134656Regional hydrology heterogeneity and the response to climate and land surface changes in arid alpine basin, northwest China
Yang, Linshan, Feng, Qi, Yin, Zhenliang, Deo, Ravinesh C., Wen, Xiaohu, Si, Jianhua and Liu, Wen. 2020. "Regional hydrology heterogeneity and the response to climate and land surface changes in arid alpine basin, northwest China." Catena. 187. https://doi.org/10.1016/j.catena.2019.104345A site-specific standard for comparing dynamic solar ultraviolet protection characteristics of established tree canopies
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Hoang, Hai Thi, Hoshino, Satoshi, Onitsuka, Kenichiro and Maraseni, Tek. 2019. "Cost analysis of FSC forest certification and opportunities to cover the costs a case study of Quang Tri FSC group in Central Vietnam." Journal of Forest Research. 24 (3), pp. 137-142. https://doi.org/10.1080/13416979.2019.1610993Seasonal Minimum and Maximum Solar Ultraviolet Exposure Measurements of Classroom Teachers Residing in Tropical North Queensland, Australia
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Barzegar, Rahim, Sattarpour, Masoud, Deo, Ravinesh, Fijani, Elham and Adamowski, Jan. 2020. "An ensemble tree-based machine learning model for predicting the uniaxial compressive strength of travertine rocks." Neural Computing and Applications. 32 (13), pp. 9065-9080. https://doi.org/10.1007/s00521-019-04418-zPrediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models
Yaseen, Zaher Mundher, Al-Juboori, Al-Juboori, Beyaztasc, Ufuk, Al-Ansari, Nadhir, Chau, Kwok-Wing, Qi, Chongchong, Ali, Mumtaz, Salih, Sinan Q. and Shahid, Shamsuddin. 2020. "Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models." Engineering Applications of Computational Fluid Mechanics. 14 (1), pp. 70-89. https://doi.org/10.1080/19942060.2019.1680576Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses
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Poudyal, Bishnu Hari, Maraseni, Tek Narayan and Cockfield, Geoff. 2019. "Implications of selective harvesting of natural forests for forest product recovery and forest carbon emissions: cases from Tarai Nepal and Queensland Australia." Forests. 10 (8), pp. 1-19. https://doi.org/10.3390/f10080693Correcting satellite precipitation data and assimilating satellite-derived soil moisture data to generate ensemble hydrological forecasts within the HBV rainfall-runoff model
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Ali, Mumtaz, Deo, Ravinesh C., Downs, Nathan J. and Maraseni, Tek. 2020. "Monthly rainfall forecasting with Markov Chain Monte Carlo simulations integrated with statistical bivariate copulas." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 89-105Development of copula statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index
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Diykh, Mohammed, Abdulla, Shahab, Saleh, Khalid and Deo, Ravinesh C.. 2019. "Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals." Biomedical Signal Processing and Control. 54, pp. 1-10. https://doi.org/10.1016/j.bspc.2019.101611The impacts of substrate and vegetation on stormwater runoff quality from extensive green roofs
Liu, Wen, Wei, Wei, Chen, Weiping, Deo, Ravinesh C., Si, Jianhua, Xi, Haiyang, Li, Baofeng and Feng, Qi. 2019. "The impacts of substrate and vegetation on stormwater runoff quality from extensive green roofs." Journal of Hydrology. 576, pp. 575-582. https://doi.org/10.1016/j.jhydrol.2019.06.061Application of multivariate recursive nesting bias correction, multiscale wavelet entropy and AI-based models to improve future precipitation projection in upstream of the Heihe River, Northwest China
Yang, Linshan, Feng, Qi, Yin, Zhenliang, Wen, Xiaohu, Deo, Ravinesh C., Si, Jianhua and Li, Changbin. 2019. "Application of multivariate recursive nesting bias correction, multiscale wavelet entropy and AI-based models to improve future precipitation projection in upstream of the Heihe River, Northwest China." Theoretical and Applied Climatology. 137 (1-2), pp. 323-339. https://doi.org/10.1007/s00704-018-2598-yWavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction
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Al-Musaylh, Mohanad S., Deo, Ravinesh C., Adamowski, Jan F. and Li, Yan. 2019. "Short-term electricity demand forecasting using machine learning methods enriched with ground-based climate and ECMWF Reanalysis atmospheric predictors in southeast Queensland, Australia." Renewable and Sustainable Energy Reviews. 113. https://doi.org/10.1016/j.rser.2019.109293Comparing the annualised dynamic shade characteristics of twenty-one tree canopies across twenty-six municipalities in a high ambient UV climate, Queensland - Australia
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Tao, Hai, Ebtehaj, Isa, Bonakdari, Hossein, Heddam, Salim, Voyant, Cyril, Al-Ansari, Nadhir, Deo, Ravinesh and Yaseen, Zaheer Mundher. 2019. "Designing a new data intelligence model for global solar radiation prediction: application of multivariate modeling scheme." Energies. 12 (7), pp. 1-24. https://doi.org/10.3390/en12071365Incorporating synoptic-scale climate signals for streamflow modelling over the Mediterranean region using machine learning models
Kisi, Ozgur, Choubin, Bahram, Deo, Ravinesh C. and Yaseen, Zaheer Mundher. 2019. "Incorporating synoptic-scale climate signals for streamflow modelling over the Mediterranean region using machine learning models." Hydrological Sciences Journal. 64 (10), pp. 1240-1252. https://doi.org/10.1080/02626667.2019.1632460Improving SPI-derived drought forecasts incorporating synoptic-scale climate indices in multi-phase multivariate empirical mode decomposition model hybridized with simulated annealing and kernel ridge regression algorithms
Ali, Mumtaz, Deo, Ravinesh C., Maraseni, Tek and Downs, Nathan J.. 2019. "Improving SPI-derived drought forecasts incorporating synoptic-scale climate indices in multi-phase multivariate empirical mode decomposition model hybridized with simulated annealing and kernel ridge regression algorithms." Journal of Hydrology. 576, pp. 164-184. https://doi.org/10.1016/j.jhydrol.2019.06.032Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction." Energies. 12 (12), pp. 1-42. https://doi.org/10.3390/en12122407Local users and other stakeholders’ perceptions of the identification and prioritization of ecosystem services in fragile mountains: a case study of Chure Region of Nepal
Acharya, Ram Prasad, Maraseni, Tek Narayan and Cockfield, Geoff. 2019. "Local users and other stakeholders’ perceptions of the identification and prioritization of ecosystem services in fragile mountains: a case study of Chure Region of Nepal." Forests. 10 (5), pp. 1-20. https://doi.org/10.3390/f10050421Situations, challenges and strategies of urban water management in Beijing under rapid urbanization effect
Liu, Wen, Chen, Weiping, Feng, Qi and Deo, Ravinesh C.. 2019. "Situations, challenges and strategies of urban water management in Beijing under rapid urbanization effect." Water Science and Technology: Water Supply. 19 (1), pp. 115-127. https://doi.org/10.2166/ws.2018.057Meeting national emissions reduction obligations: a case study of Australia
Maraseni, Tek and Reardon-Smith, Kathryn. 2019. "Meeting national emissions reduction obligations: a case study of Australia." Energies. 12 (3), pp. 1-13. https://doi.org/10.3390/en12030438Significant wave height forecasting via an extreme learning machine model integrated with improved complete ensemble empirical mode decomposition
Ali, Mumtaz and Prasad, Ramendra. 2019. "Significant wave height forecasting via an extreme learning machine model integrated with improved complete ensemble empirical mode decomposition." Renewable and Sustainable Energy Reviews. 104, pp. 281-295. https://doi.org/10.1016/j.rser.2019.01.014Incorporating forests, agriculture, and energy consumption in the framework of the Environmental Kuznets Curve: a dynamic panel data approach
Parajuli, Rajan, Joshi, Omkar and Maraseni, Tek. 2019. "Incorporating forests, agriculture, and energy consumption in the framework of the Environmental Kuznets Curve: a dynamic panel data approach." Sustainability. 11 (9), pp. 1-11. https://doi.org/10.3390/su11092688The impact of income on household CO2 emissions in China based on a large sample survey
Qu, Jiansheng, Liu, Lina, Zeng, Jingjing, Zhang, Zhiqiang, Wang, Jinping, Pei, Huijuan, Dong, Liping, Liao, Qin and Maraseni, Tek. 2019. "The impact of income on household CO2 emissions in China based on a large sample survey." Science Bulletin. 64 (6), pp. 351-353. https://doi.org/10.1016/j.scib.2019.02.001Designing a multi-stage multivariate empirical mode decomposition coupled with ant colony optimization and random forest model to forecast monthly solar radiation
Prasad, Ramendra, Ali, Mumtaz, Kwan, Paul and Khan, Huma. 2019. "Designing a multi-stage multivariate empirical mode decomposition coupled with ant colony optimization and random forest model to forecast monthly solar radiation." Applied Energy. 236, pp. 778-792. https://doi.org/10.1016/j.apenergy.2018.12.034Biologically effective solar ultraviolet exposures and the potential skin cancer risk for individual gold medalists of the 2020 Tokyo Summer Olympic Games
Downs, Nathan J., Axelsen, Taryn, Schouten, Peter, Igoe, Damien P., Parisi, Alfio V. and Vanos, Jennifer. 2019. "Biologically effective solar ultraviolet exposures and the potential skin cancer risk for individual gold medalists of the 2020 Tokyo Summer Olympic Games." Temperature. https://doi.org/10.1080/23328940.2019.1581427Suitable exclosure duration for the restoration of degraded alpine grasslands on the Qinghai-Tibetan Plateau
Cao, Jianjun, Li, Guangdong, Adamowski, Jan F., Holden, Nicolas M., Deo, Ravinesh C., Hu, Zeyong, Zhu, Guofeng, Xu, Xueyun and Feng, Qi. 2019. "Suitable exclosure duration for the restoration of degraded alpine grasslands on the Qinghai-Tibetan Plateau." Land Use Policy: the international journal covering all aspects of land use. 86, pp. 261-267. https://doi.org/10.1016/j.landusepol.2019.05.008Environmental and economic impacts and trade-offs from simultaneous management of soil constraints, nitrogen and water
Kodur, Shreevatsa, Shrestha, Uttam Babu, Maraseni, Tek Narayan and Deo, Ravinesh C.. 2019. "Environmental and economic impacts and trade-offs from simultaneous management of soil constraints, nitrogen and water." Journal of Cleaner Production. 222, pp. 960-970. https://doi.org/10.1016/j.jclepro.2019.03.079Land subsidence modelling using tree-based machine learning algorithms
Rahmati, Omid, Falah, Fatemeh, Naghibi, Seyed Amir, Biggs, Trent, Soltani, Milad, Deo, Ravinesh C., Cerda, Artemi, Mohammadi, Farnoush and Bui, Dieu Tien. 2019. "Land subsidence modelling using tree-based machine learning algorithms." Science of the Total Environment. 672, pp. 239-252. https://doi.org/10.1016/j.scitotenv.2019.03.496Weekly soil moisture forecasting with multivariate sequential, ensemble empirical mode decomposition and Boruta-random forest hybridizer algorithm approach
Prasad, Ramendra, Deo, Ravinesh C., Li, Yan and Maraseni, Tek. 2019. "Weekly soil moisture forecasting with multivariate sequential, ensemble empirical mode decomposition and Boruta-random forest hybridizer algorithm approach." Catena. 177, pp. 149-166. https://doi.org/10.1016/j.catena.2019.02.012Copula statistical models for analyzing stochastic dependencies of systemic drought risk and potential adaptation strategies
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz, Kath, Jarrod and Khan, Shahjahan. 2019. "Copula statistical models for analyzing stochastic dependencies of systemic drought risk and potential adaptation strategies." Stochastic Environmental Research and Risk Assessment. 33 (3), pp. 779-799. https://doi.org/10.1007/s00477-019-01662-6Effects of stand age on carbon storage in dragon spruce forest ecosystems in the upper reaches of the Bailongjiang River basin, China
Cao, Jianjun, Gong, Yifan, Adamowski, Jan F., Deo, Ravinesh C., Zhu, Guofeng, Dong, Xiaogang, Zhang, Xiaofang, Liu, Haibo and Xin, Cunlin. 2019. "Effects of stand age on carbon storage in dragon spruce forest ecosystems in the upper reaches of the Bailongjiang River basin, China." Scientific Reports. 9 (1), pp. 1-11. https://doi.org/10.1038/s41598-019-39626-zThe role of topography in shaping the spatial patterns of soil organic carbon
Zhu, Meng, Feng, Qi, Qin, Yanyan, Cao, Jiajun, Zhang, Mengxu, Liu, Wei, Deo, Ravinesh C., Zhang, Chengqi, Li, Ruolin and Li, Baofeng. 2019. "The role of topography in shaping the spatial patterns of soil organic carbon." Catena. 176, pp. 296-305. https://doi.org/10.1016/j.catena.2019.01.029PMT: new analytical framework for automated evaluation of geo-environmental modelling approaches
Rahmati, Omid, Kornejady, Aiding, Samadi, Mahmood, Deo, Ravinesh C., Conoscenti, Christian, Lombardo, Luigi, Dayal, Kavina, Taghizadeh-Mehrjardi, Ruhollah, Pourghasemi, Hamid Reza, Kumar, Sandeep and Bui, Dieu Tien. 2019. "PMT: new analytical framework for automated evaluation of geo-environmental modelling approaches." Science of the Total Environment. 664, pp. 296-311. https://doi.org/10.1016/j.scitotenv.2019.02.017Universally deployable extreme learning machines integrated with remotely sensed MODIS satellite predictors over Australia to forecast global solar radiation: a new approach
Deo, Ravinesh C., Sahin, Mehmet, Adamowski, Jan F. and Mi, Jianchun. 2019. "Universally deployable extreme learning machines integrated with remotely sensed MODIS satellite predictors over Australia to forecast global solar radiation: a new approach." Renewable and Sustainable Energy Reviews. 104, pp. 235-261. https://doi.org/10.1016/j.rser.2019.01.009Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems
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Meshram, Sarita Gajbhiye, Ghorbani, M. A., Deo, Ravinesh C., Kashani, Mahsa Hasanpour, Meshram, Chandrashekhar and Karimi, Vahid. 2019. "New approach for sediment yield forecasting with a two-phase feed forward neuron network-particle swarm optimization model integrated with the gravitational search algorithm." Water Resources Management. 33 (7), pp. 2335-2356. https://doi.org/10.1007/s11269-019-02265-0Long-term modelling of wind speeds using six different heuristic artificial intelligence approaches
Maroufpoor, Saman, Sanikhani, Hadi, Kisi, Ozgur, Deo, Ravinesh C. and Yaseen, Zaher Mundher. 2019. "Long-term modelling of wind speeds using six different heuristic artificial intelligence approaches." International Journal of Climatology. 39 (8), pp. 3543-3557. https://doi.org/10.1002/joc.6037Development and evaluation of hybrid artificial neural network architectures for modeling spatio-temporal groundwater fluctuations in a complex aquifer system
Roshni, Thendiyath, Jha, Madan K., Deo, Ravinesh C. and Vandana, A.. 2019. "Development and evaluation of hybrid artificial neural network architectures for modeling spatio-temporal groundwater fluctuations in a complex aquifer system." Water Resources Management. 33 (7), pp. 2381-2397. https://doi.org/10.1007/s11269-019-02253-4An enhanced extreme learning machine model for river flow forecasting: state-of-the-art, practical applications in water resource engineering area and future research direction
Yaseen, Zaher Mundher, Sulaiman, Sadeq Oleiwi, Deo, Ravinesh C. and Chau, Kwok-Wing. 2019. "An enhanced extreme learning machine model for river flow forecasting: state-of-the-art, practical applications in water resource engineering area and future research direction." Journal of Hydrology. 569, pp. 387-408. https://doi.org/10.1016/j.jhydrol.2018.11.069The influence of structural factors on stormwater runoff retention of extensive green roofs: new evidence from scale-based models and real experiments
Liu, Wen, Feng, Qi, Chen, Weiping, Wei, Wei and Deo, Ravinesh C.. 2019. "The influence of structural factors on stormwater runoff retention of extensive green roofs: new evidence from scale-based models and real experiments." Journal of Hydrology. 569, pp. 230-238. https://doi.org/10.1016/j.jhydrol.2018.11.066Development of a model for calculating the solar ultraviolet protection factor of small to medium sized built shade structure
Parisi, Alfio V., Amar, Abdurazaq, Downs, Nathan J., Igoe, Damien P., Harrison, Simone L. and Turner, Joanna. 2019. "Development of a model for calculating the solar ultraviolet protection factor of small to medium sized built shade structure." Building and Environment. 147, pp. 415-421. https://doi.org/10.1016/j.buildenv.2018.10.010Direct and indirect impacts of ionic components of saline water on irrigated soil chemical and microbial processes
Chen, Lijuan, Li, Changsheng, Feng, Qi, Wei, Yongping, Zhao, Yan, Zhu, Meng and Deo, Ravinesh C.. 2019. "Direct and indirect impacts of ionic components of saline water on irrigated soil chemical and microbial processes." Catena. 172, pp. 581-589. https://doi.org/10.1016/j.catena.2018.09.030Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia
Ghimire, Sujan, Deo, Ravinesh C., Downs, Nathan J. and Raj, Nawin. 2019. "Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia." Journal of Cleaner Production. 216, pp. 288-310. https://doi.org/10.1016/j.jclepro.2019.01.158Future projection with an extreme-learning machine and support vector regression of reference evapotranspiration in a mountainous inland watershed in north-west China
Yin, Zhenliang, Feng, Qi, Yang, Linshan, Deo, Ravinesh C., Wen, Xiaohu, Si, Jianhua and Xiao, Shengchun. 2017. "Future projection with an extreme-learning machine and support vector regression of reference evapotranspiration in a mountainous inland watershed in north-west China." Water: an open access journal. 9 (11), pp. 880-902. https://doi.org/10.3390/w9110880The spatial and temporal contribution of glacier runoff to watershed discharge in the Yarkant River Basin, Northwest China
Yin, Zhenliang, Feng, Qi, Liu, Shiyin, Zhou, Songbing, Li, Jing, Yang, Linshan and Deo, Ravinesh C.. 2017. "The spatial and temporal contribution of glacier runoff to watershed discharge in the Yarkant River Basin, Northwest China." Water: an open access journal. 9 (3), pp. 159-178. https://doi.org/10.3390/w9030159Logic connectives of complex fuzzy sets
Ngan, Tran Thi, Lan, Luong Thi Hong, Ali, Mumtaz, Tamir, Dan, Son, Le Hoang, Tuan, Tran Manh, Rishe, Naphtali and Kandel, Abe. 2018. "Logic connectives of complex fuzzy sets." Romanian Journal of Information Science and Technology. 21 (4), pp. 344-357.A novel approach for fuzzy clustering based on neutrosophic association matrix
Long, Hoang Viet, Ali, Mumtaz, Son, Le Hoang, Khan, Mohsin and Tu, Doan Ngoc. 2019. "A novel approach for fuzzy clustering based on neutrosophic association matrix." Computers and Industrial Engineering. 127, pp. 687-697. https://doi.org/10.1016/j.cie.2018.11.007A pilot observational study of environmental summertime health risk behaviour in central Brisbane, Queensland: opportunities to raise sun protection awareness in Australia’s Sunshine State
Dexter, Ben, King, Rachel, Harrison, Simone L., Parisi, Alfio V. and Downs, Nathan J.. 2019. "A pilot observational study of environmental summertime health risk behaviour in central Brisbane, Queensland: opportunities to raise sun protection awareness in Australia’s Sunshine State." Photochemistry and Photobiology. 95 (2), pp. 650-655. https://doi.org/10.1111/php.13011Systematic review of decision making algorithms in extended neutrosophic sets
Khan, Mohsin, Son, Le Hoang, Ali, Mumtaz, Chau, Hoang Thi Minh, Na, Nguyen Thi Nhu and Smarandache, Florentin. 2018. "Systematic review of decision making algorithms in extended neutrosophic sets." Symmetry. 10 (8), pp. 1-28. https://doi.org/10.3390/sym10080314Global Solar Radiation Prediction Using Hybrid Online Sequential Extreme Learning Machine Model
Hou, Muzhou, Zhang, Tianle, Weng, Futian, Ali, Mumtaz, Al-Ansari, Nadhir and Yaseen, Zaher Mundher. 2018. "Global Solar Radiation Prediction Using Hybrid Online Sequential Extreme Learning Machine Model." Energies. 11 (12), pp. 1-19. https://doi.org/10.3390/en11123415New Soft Set Based Class of Linear Algebraic Codes
Ali, Mumtaz, Khan, Huma, Son, Le Hoang, Smarandache, Florentin and Kandasamy, W. B. Vasantha. 2018. "New Soft Set Based Class of Linear Algebraic Codes." Symmetry. 10 (10), pp. 1-10. https://doi.org/10.3390/sym10100510H-max distance measure of intuitionistic fuzzy sets in decision making
Ngan, Roan Thi, Son, Le Hoang, Cuong, Bui Cong and Ali, Mumtaz. 2018. "H-max distance measure of intuitionistic fuzzy sets in decision making." Applied Soft Computing. 69, pp. 393-425. https://doi.org/10.1016/j.asoc.2018.04.036Evaluated UVA irradiances over a twelve year period at a sub-tropical site from ozone monitoring instrument data including the influence of cloud
A Jebar, Mustapha A., Parisi, Alfio V., Downs, Nathan J. and Turner, Joanna F.. 2018. "Evaluated UVA irradiances over a twelve year period at a sub-tropical site from ozone monitoring instrument data including the influence of cloud." Photochemistry and Photobiology. 94 (6), pp. 1281-1288. https://doi.org/10.1111/php.12948Tree biomass quantity, carbon stock and canopy correlates in mangrove forest and land uses that replaced mangroves in Honda Bay, Philippines
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek Narayan and Salmo, Severino G., III. 2018. "Tree biomass quantity, carbon stock and canopy correlates in mangrove forest and land uses that replaced mangroves in Honda Bay, Philippines." Regional Studies in Marine Science. 24, pp. 174-183. https://doi.org/10.1016/j.rsma.2018.08.006Is the finer the better for municipal solid waste (MSW) classification in view of recyclable constituents? A comprehensive social, economic and environmental analysis
Nie, Yongyou, Wu, Yanjing, Zhao, Jinbu, Zhao, Jun, Chen, Xiaojing, Maraseni, Tek and Qian, Guangren. 2018. "Is the finer the better for municipal solid waste (MSW) classification in view of recyclable constituents? A comprehensive social, economic and environmental analysis." Waste Management. 79, pp. 472-480. https://doi.org/10.1016/j.wasman.2018.08.016Particle swarm optimized–support vector regression hybrid model for daily horizon electricity demand forecasting using climate dataset
Al-Musaylh, Mohanad S., Deo, Ravinesh C. and Li, Yan. 2018. "Particle swarm optimized–support vector regression hybrid model for daily horizon electricity demand forecasting using climate dataset." Huang, Q. and Kolhe, M. (ed.) 3rd International Conference on Power and Renewable Energy (ICPRE 2018). Berlin, Germany 21 - 24 Sep 2018 Germany. https://doi.org/10.1051/e3sconf/20186408001Effects of topography on soil organic carbon stocks in grasslands of a semiarid alpine region, northwestern China
Zhu, Meng, Feng, Qi, Zhang, Mengxu, Liu, Wei, Qin, Yanyan, Deo, Ravinesh C. and Zhang, Chengqi. 2019. "Effects of topography on soil organic carbon stocks in grasslands of a semiarid alpine region, northwestern China." Journal of Soils and Sediments: protection, risk assessment and remediation. 19 (4), pp. 1640-1650. https://doi.org/10.1007/s11368-018-2203-0A joint deep neural network model for pain recognition from face
Bargshady, Ghazal, Soar, Jeffrey, Zhou, Xujuan, Deo, Ravinesh, Whittaker, Frank and Wang, Hua. 2019. "A joint deep neural network model for pain recognition from face." 4th IEEE International Conference on Computer and Communication Systems (ICCCS 2019). Singapore 23 - 25 Feb 2019 Singapore. pp. 52-56 https://doi.org/10.1109/CCOMS.2019.8821779Effects of Afforestation on Soil Bulk Density and pH in the Loess Plateau, China
Zhang, Xiaofang, Adamowski, Jan F., Deo, Ravinesh C., Xu, Xueyun, Zhu, Guofeng and Cao, Jianjun. 2018. "Effects of Afforestation on Soil Bulk Density and pH in the Loess Plateau, China." Water: an open access journal. 10 (12), pp. 1-15. https://doi.org/10.3390/w10121710Assessment of soil salinisation in the Ejina Oasis located in the lower reaches of Heihe River, Northwestern China
Zhao, Yu, Feng, Qi, Lu, Aigang and Deo, Ravinesh C.. 2019. "Assessment of soil salinisation in the Ejina Oasis located in the lower reaches of Heihe River, Northwestern China." Chemistry and Ecology. 35 (4), pp. 330-343. https://doi.org/10.1080/02757540.2018.1554060Design and implementation of a hybrid MLP-GSA model with multilayer perceptron-gravitational search algorithm for monthly lake water level forecasting
Ghorbani, Mohammad Ali, Deo, Ravinesh C., Karimi, Vahid, Kashani, Mahsa H. and Ghorbani, Shahryar. 2018. "Design and implementation of a hybrid MLP-GSA model with multilayer perceptron-gravitational search algorithm for monthly lake water level forecasting." Stochastic Environmental Research and Risk Assessment. 33 (1), pp. 125-147. https://doi.org/10.1007/s00477-018-1630-1Transhumance, livestock mobility and mutual benefits between crop and livestock production
Aryal, Suman, Maraseni, Tek, Cockfield, Geoff and de Bruyn, Lisa Lobry. 2018. "Transhumance, livestock mobility and mutual benefits between crop and livestock production." Lichtfouse, Eric (ed.) Sustainable agriculture reviews 31: biocontrol. Switzerland. Springer. pp. 25-39Representing whose access and allocation interests? Stakeholder perceptions and interests representation in climate governance
Cadman, Timothy, Maraseni, Tek, Breakey, Hugh and Ma, Hwan-ok. 2019. "Representing whose access and allocation interests? Stakeholder perceptions and interests representation in climate governance." Edmondson, Beth and Levy, Stuart (ed.) Transformative climates and accountable governance. Cham, Switzerland. Palgrave Macmillan. pp. 223-248Monitoring REDD+ governance: criteria and indicators-based approach to sustainable forest management in Nepal
Cadman, T., Maraseni, T. and Lopez-Casero, F.. 2018. "Monitoring REDD+ governance: criteria and indicators-based approach to sustainable forest management in Nepal." Dhungana, Sindhu, Poudel, Mohan and Bhandari, Trishna Singh (ed.) REDD+ in Nepal: experiences from the REDD Readiness Phase. Kathmandu, Nepal. Government of Nepal, Ministry of Forests and Environment. pp. 101-109Monitoring paddy productivity in North Korea employing geostationary satellite images integrated with GRAMI-rice model
Yeom, Jong-min, Jeong, Seungtaek, Jeong, Gwanyong, Ng, Chi Tim, Deo, Ravinesh C. and Ko, Jonghan. 2018. "Monitoring paddy productivity in North Korea employing geostationary satellite images integrated with GRAMI-rice model." Scientific Reports. 8, pp. 1-15. https://doi.org/10.1038/s41598-018-34550-0Artificial intelligence approach for the prediction of Robusta coffee yield using soil fertility properties
Kouadio, Louis, Deo, Ravinesh C., Byrareddy, Vivekananda, Adamowski, Jan F., Mushtaq, Shahbaz and Nguyen, Van Phuong. 2018. "Artificial intelligence approach for the prediction of Robusta coffee yield using soil fertility properties." Computers and Electronics in Agriculture. 155, pp. 324-338. https://doi.org/10.1016/j.compag.2018.10.014Artificial intelligence-based fast and efficient hybrid approach for spatial modelling of soil electrical conductivity
Ghorbani, Mohammad Ali, Deo, Ravinesh C., Kashani, Mahsa H., Shahabi, Mahmoud and Ghorbani, Shahryar. 2019. "Artificial intelligence-based fast and efficient hybrid approach for spatial modelling of soil electrical conductivity." Soil and Tillage Research. 186, pp. 152-164. https://doi.org/10.1016/j.still.2018.09.012Quantifying flood events in Bangladesh with a daily-step flood monitoring index based on the concept of daily effective precipitation
Deo, Ravinesh C., Adamowski, Jan F., Begum, Khaleda, Salcedo-sanz, Sancho, Kim, Do-Woo, Dayal, Kavina S. and Byun, Hi-Ryong. 2019. "Quantifying flood events in Bangladesh with a daily-step flood monitoring index based on the concept of daily effective precipitation." Theoretical and Applied Climatology. 137, pp. 1201-1215. https://doi.org/10.1007/s00704-018-2657-4Carbon stock and its relationships with tree diversity and density in community forests in Nepal
Aryal, S., Shrestha, S., Maraseni, T., Wagle, P. C and Gaire, N. P.. 2018. "Carbon stock and its relationships with tree diversity and density in community forests in Nepal." The International Forestry Review. 20 (3), pp. 263-273. https://doi.org/10.1505/146554818824063069Shear strength prediction of steel fiber reinforced concrete beam using hybrid intelligence models: a new approach
Yaseen, Zaheer Munder, Tran, Minh Tung, Kim, Sungwon, Bakhshpoori, Taha and Deo, Ravinesh C.. 2018. "Shear strength prediction of steel fiber reinforced concrete beam using hybrid intelligence models: a new approach." Engineering Structures. 177, pp. 244-255. https://doi.org/10.1016/j.engstruct.2018.09.074Adaptive Neuro-Fuzzy Inference System integrated with solar zenith angle for forecasting sub-tropical photosynthetically active radiation
Deo, Ravinesh C., Downs, Nathan J., Adamowski, Jan F. and Parisi, Alfio V.. 2018. "Adaptive Neuro-Fuzzy Inference System integrated with solar zenith angle for forecasting sub-tropical photosynthetically active radiation." Food and Energy Security. 8 (1). https://doi.org/10.1002/fes3.151Cotton yield prediction with Markov Chain Monte Carlo-based simulation model integrated with genetic programing algorithm: a new hybrid copula-driven approach
Ali, Mumtaz, Deo, Ravinesh C., Downs, Nathan J. and Maraseni, Tek. 2018. "Cotton yield prediction with Markov Chain Monte Carlo-based simulation model integrated with genetic programing algorithm: a new hybrid copula-driven approach." Agricultural and Forest Meteorology. 263, pp. 428-448. https://doi.org/10.1016/j.agrformet.2018.09.002Weekly heat wave death prediction model using zero-inflated regression approach
Kim, Do-Woo, Deo, Ravinesh C., Park, Sang-Jin, Lee, Jong-Seol and Lee, Woo-Seop. 2019. "Weekly heat wave death prediction model using zero-inflated regression approach." Theoretical and Applied Climatology. 137 (1-2), pp. 823-838. https://doi.org/10.1007/s00704-018-2636-9A comparative study of temperature and precipitation‑based aridity indices and their trends in Mongolia
Nyamtseren, Mandakh, Feng, Qi and Deo, Ravinesh C.. 2018. "A comparative study of temperature and precipitation‑based aridity indices and their trends in Mongolia." International Journal of Environmental Research. 12, pp. 887-899. https://doi.org/10.1007/s41742-018-0143-6Can individual land ownership reduce grassland degradation and favor socioeconomic sustainability on the Qinghai-Tibetan Plateau?
Cao, J. J., Holden, N. M., Adamowski, J. F., Deo, R. C., Xu, X. Y. and Feng, Q.. 2018. "Can individual land ownership reduce grassland degradation and favor socioeconomic sustainability on the Qinghai-Tibetan Plateau?" Environmental Science and Policy. 89, pp. 192-197. https://doi.org/10.1016/j.envsci.2018.08.003Financial returns for different actors in a teak timber value chain in Paklay District, Lao PDR
Maraseni, Tek Narayan, Phimmavong, Somvang, Keenan, Rodney J., Vongkhamsao, Vongvilay, Cockfield, Geoff and Smith, Hilary. 2018. "Financial returns for different actors in a teak timber value chain in Paklay District, Lao PDR." Land Use Policy: the international journal covering all aspects of land use. 75, pp. 145-154. https://doi.org/10.1016/j.landusepol.2018.03.037Copula-based agricultural conditional value-at-risk modelling for geographical diversifications in wheat farming portfolio management
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz, Kath, Jarrod and Khan, Shahjahan. 2018. "Copula-based agricultural conditional value-at-risk modelling for geographical diversifications in wheat farming portfolio management." Weather and Climate Extremes. 21, pp. 76-89. https://doi.org/10.1016/j.wace.2018.07.002Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment
Yin, Zhenliang, Feng, Qi, Wen, Xiaohu, Deo, Ravinesh C., Yang, Linshan, Si, Jianhua and He, Zhibin. 2018. "Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment." Stochastic Environmental Research and Risk Assessment. 32 (9), pp. 2457-2476. https://doi.org/10.1007/s00477-018-1585-2Mapping hypothermia death vulnerability in Korea
Park, Sang-Jin, Kim, Do-Woo, Deo, Ravinesh C. and Lee, Jong-Seol. 2018. "Mapping hypothermia death vulnerability in Korea." International Journal of Disaster Risk Reduction. 31, pp. 668-678. https://doi.org/10.1016/j.ijdrr.2018.06.016Multi-stage committee based extreme learning machine model incorporating the influence of climate parameters and seasonality on drought forecasting
Ali, Mumtaz, Deo, Ravinesh C., Downs, Nathan J. and Maraseni, Tek. 2018. "Multi-stage committee based extreme learning machine model incorporating the influence of climate parameters and seasonality on drought forecasting." Computers and Electronics in Agriculture. 152, pp. 149-165. https://doi.org/10.1016/j.compag.2018.07.013A real-time hourly water index for flood risk monitoring: pilot studies in Brisbane, Australia, and Dobong Observatory, South Korea
Deo, Ravinesh C., Byun, Hi-Ryong, Kim, Ga-Byn and Adamowski, Jan F.. 2018. "A real-time hourly water index for flood risk monitoring: pilot studies in Brisbane, Australia, and Dobong Observatory, South Korea." Environmental Monitoring and Assessment. 190 (450). https://doi.org/10.1007/s10661-018-6806-0Influence of stand type and stand age on soil carbon storage in China’s arid and semi-arid regions
Cao, Jianjun, Zhang, Xiaofang, Deo, Ravinesh, Gong, Yifan and Feng, Qi. 2018. "Influence of stand type and stand age on soil carbon storage in China’s arid and semi-arid regions." Land Use Policy: the international journal covering all aspects of land use. 78, pp. 258-265. https://doi.org/10.1016/j.landusepol.2018.07.002The geospatial relationship of pterygium and senile cataract to ambient solar ultraviolet in tropical Ecuador
Garzon-Chavez, Daniel R., Quentin, Emmanuelle, Harrison, Simone L., Parisi, Alfio V., Butler, Harry J. and Downs, Nathan J.. 2018. "The geospatial relationship of pterygium and senile cataract to ambient solar ultraviolet in tropical Ecuador." Photochemical and Photobiological Sciences. 17 (8), pp. 1075-1083. https://doi.org/10.1039/C8PP00023ADesign and implementation of a hybrid model based on two-layer decomposition method coupled with extreme learning machines to support real-time environmental monitoring of water quality parameters
Fijani, Elham, Barzegar, Rahim, Deo, Ravinesh, Tziritis, Evangelos and Konstantinos, Skordas. 2019. "Design and implementation of a hybrid model based on two-layer decomposition method coupled with extreme learning machines to support real-time environmental monitoring of water quality parameters." Science of the Total Environment. 648, pp. 839-853. https://doi.org/10.1016/j.scitotenv.2018.08.221Triathlon and the potential for solar ultraviolet exposure risk assessed during the swim, bicycle and running legs of competitive Australian Ironman events
Axelsen, Taryn, Parisi, Alfio V. and Downs, Nathan J.. 2018. "Triathlon and the potential for solar ultraviolet exposure risk assessed during the swim, bicycle and running legs of competitive Australian Ironman events." 4th International Conference on UV & Skin Cancer Prevention 2018. Toronto, Canada 01 - 04 May 2018Flood risk management under climate change: a hydro-economic perspective
Devkota, Rohini P. and Maraseni, Tek. 2018. "Flood risk management under climate change: a hydro-economic perspective." Water Science and Technology: Water Supply. 18 (5), pp. 1832-1840. https://doi.org/10.2166/ws.2018.003Evolutionary dynamics of selective logging in the tropics: a systematic review of impact studies and their effectiveness in sustainable forest management
Poudyal, Bishnu Hari, Maraseni, Tek and Cockfield, Geoff. 2018. "Evolutionary dynamics of selective logging in the tropics: a systematic review of impact studies and their effectiveness in sustainable forest management." Forest Ecology and Management. 430, pp. 166-175. https://doi.org/10.1016/j.foreco.2018.08.006Reflecting on fraction addition: using the mirror formula to visualise unit fraction addition
Igoe, Damien, Boucher, Nicholas, Clark, Iain, Parisi, Alfio and Downs, Nathan. 2018. "Reflecting on fraction addition: using the mirror formula to visualise unit fraction addition." Australian Mathematics Teacher. 74 (2), pp. 3-9.Optimization of windspeed prediction using an artificial neural network compared with a genetic programming model
Deo, Ravinesh C., Ghimire, Sujan, Downs, Nathan J. and Raj, Nawin. 2018. "Optimization of windspeed prediction using an artificial neural network compared with a genetic programming model." Kim, Dookie, Roy, Sanjiban Sekhar, Lansivaara, Tim, Deo, Ravinesh C. and Samui, Pijush (ed.) Handbook of research on predictive modeling and optimization methods in science and engineering. Hershey, United States. IGI Global. pp. 328-359Hybrid data intelligent models and applications for water level prediction
Yaseen, Zaher Mundher, Deo, Ravinesh C., Ebtehaj, Isa and Bonakdari, Hossein. 2018. "Hybrid data intelligent models and applications for water level prediction." Kim, Dookie, Roy, Sanjiban Sekhar, Länsivaara, Tim, Deo, Ravinesh C. and Samui, Pijush (ed.) Handbook of research on predictive modeling and optimization methods in science and engineering. Hershey, United States. IGI Global. pp. 121-139Selection of representative feature training sets with self-organized maps for optimized time series modeling and prediction: application to forecasting daily drought conditions with ARIMA and neural network models
McCarthy, Elizabeth, Deo, Ravinesh C., Li, Yan and Maraseni, Tek. 2018. "Selection of representative feature training sets with self-organized maps for optimized time series modeling and prediction: application to forecasting daily drought conditions with ARIMA and neural network models." Kim, Dookie, Roy, Sanjiban Sekhar, Lansivaara, Tim, Deo, Ravinesh C. and Samui, Pijush (ed.) Handbook of research on predictive modeling and optimization methods in science and engineering. Hershey, United States. IGI Global. pp. 446-464Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors
Sanikhani, Hadi, Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Mert, Chian, Mirabbasi, Rasoul, Gavili, Siavash and Yaseen, Zaher Mundher. 2018. "Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors." Computers and Electronics in Agriculture. 152, pp. 242-260. https://doi.org/10.1016/j.compag.2018.07.008Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition
Prasad, Ramendra, Deo, Ravinesh C., Li, Yan and Maraseni, Tek. 2018. "Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition." Geoderma. 330, pp. 136-161. https://doi.org/10.1016/j.geoderma.2018.05.035Modeling the joint influence of multiple synoptic-scale, climate mode indices on Australian wheat yield using a vine copula-based approach
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz, An-Vo, Duc-Anh and Khan, Shahjahan. 2018. "Modeling the joint influence of multiple synoptic-scale, climate mode indices on Australian wheat yield using a vine copula-based approach." European Journal of Agronomy. 98, pp. 65-81. https://doi.org/10.1016/j.eja.2018.05.006Non-tuned data intelligent model for soil temperature estimation: a new approach
Sanikhani, Hadi, Deo, Ravinesh C., Yaseen, Zaher Mundheer, Eray, Okan and Kisi, Ozgur. 2018. "Non-tuned data intelligent model for soil temperature estimation: a new approach." Geoderma. 330, pp. 52-64. https://doi.org/10.1016/j.geoderma.2018.05.030Drought prediction with standardized precipitation and evapotranspiration index and support vector regression models
Deo, Ravinesh C., Salcedo-sanz, Sancho, Carro-Calvo, Leopoldo and Saavedra-Moreno, Beatriz. 2018. "Drought prediction with standardized precipitation and evapotranspiration index and support vector regression models." Samui, Pijush, Kim, Dookie and Ghosh, Chandan (ed.) Integrating disaster science and management. Amsterdam, Netherlands. Elsevier. pp. 151-174Solar, wind and geothermal energy applications in agriculture: back to the future?
Bundschuh, Jochen, Chen, Guangnan, Tomaszewska, Barbara, Ghaffour, Noreddine, Mushtaq, Shahbaz, Hamawand, Ihsan, Reardon-Smith, Kathryn, Maraseni, Tek, Banhazi, Thomas, Mahmoudi, Hacene, Goosen, Mattheus and Antille, Diogones L.. 2017. "Solar, wind and geothermal energy applications in agriculture: back to the future?" Bundschuh, Jochen, Chen, Guangnan, Chandrasekharam, D. and Piechocki, Janusz (ed.) Geothermal, wind and solar energy applications in agriculture and aquaculture. Leiden, Netherlands. CRC Press. pp. 1-32Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia
Dayal, Kavina, Deo, Ravinesh and Apan, Armando A.. 2017. "Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia." Filho, Walter Leal (ed.) Climate change adaptation in Pacific countries:fostering resilience and improving the quality of life. Springer. pp. 177-198The inverse relationship between the incidence of solar induced eye disease and reported skin cancer rates at high elevation in the tropical Andes, Ecuador, South America
Downs, Nathan J., Garzon Chavez, Daniel R., Quentin, Emmanuelle, Harrison, Simone L., Parisi, Alfio V. and Butler, Harry. 2018. "The inverse relationship between the incidence of solar induced eye disease and reported skin cancer rates at high elevation in the tropical Andes, Ecuador, South America." 4th International Conference on UV & Skin Cancer Prevention 2018. Toronto, Canada 01 - 04 May 2018 Canada.The Garment Protection Factor (GPF): an index for sun-protective clothing that combines garment coverage and UVR transmittance
Harrison, Simone L., Downs, Nathan J., Rawlings, Alex T. and Parisi, Alfio V.. 2018. "The Garment Protection Factor (GPF): an index for sun-protective clothing that combines garment coverage and UVR transmittance." 4th International Conference on UV & Skin Cancer Prevention 2018. Toronto, Canada 01 - 04 May 2018 Canada.Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region
Mouatadid, Soukayna, Raj, Nawin, Deo, Ravinesh C. and Adamowski, Jan F.. 2018. "Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region." Atmospheric Research. 212, pp. 130-149. https://doi.org/10.1016/j.atmosres.2018.05.012Re-imagining standard timescales in forecasting precipitation events for Queensland’s grazing enterprises
McCarthy, E., Deo, R. C., Li, Y. and Maraseni, T.. 2017. "Re-imagining standard timescales in forecasting precipitation events for Queensland’s grazing enterprises." Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (ed.) 22nd International Congress on Modelling and Simulation (MODSIM2017). Hobart, Australia 03 - 08 Dec 2017 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2017.L1.mccarthySelf-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities
Ghimire, Sujan, Deo, Ravinesh C., Downs, Nathan J. and Raj, Nawin. 2018. "Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities." Remote Sensing of Environment: an interdisciplinary journal. 212, pp. 176-198. https://doi.org/10.1016/j.rse.2018.05.003An ensemble-ANFIS based uncertainty assessment model for forecasting multi-scalar standardized precipitation index
Ali, Mumtaz, Deo, Ravinesh C., Downs, Nathan J. and Maraseni, Tek. 2018. "An ensemble-ANFIS based uncertainty assessment model for forecasting multi-scalar standardized precipitation index." Atmospheric Research. 207, pp. 155-180. https://doi.org/10.1016/j.atmosres.2018.02.024Wavelet analysis–artificial neural network conjunction models for multi-scale monthly groundwater level predicting in an arid inland river basin, northwestern China
Wen, Xiaohu, Feng, Qi, Deo, Ravinesh C., Wu, Min and Si, Jianhua. 2017. "Wavelet analysis–artificial neural network conjunction models for multi-scale monthly groundwater level predicting in an arid inland river basin, northwestern China." Hydrology Research: an international journal. 48 (6), pp. 1710-1729. https://doi.org/10.2166/nh.2016.396Ensemble committee-based data intelligent approach for generating soil moisture forecasts with multivariate hydro-meteorological predictors
Prasad, Ramendra, Deo, Ravinesh C., Li, Yan and Maraseni, Tek. 2018. "Ensemble committee-based data intelligent approach for generating soil moisture forecasts with multivariate hydro-meteorological predictors." Soil and Tillage Research. 181, pp. 63-81. https://doi.org/10.1016/j.still.2018.03.021Comparison of social-ecological resilience between two grassland management patterns driven by grassland land contract policy in the Maqu, Qinghai-Tibetan Plateau
Cao, Jianjun, Li, Mengtian, Deo, Ravinesh C., Adamowski, Jan F, Cerda, Artemi, Feng, Qi, Liu, Minxia, Zhang, Jian, Zhu, Guofeng, Zhang, Xuebin, Xu, Xueyun, Yang, Shurong and Gong, Yifan. 2018. "Comparison of social-ecological resilience between two grassland management patterns driven by grassland land contract policy in the Maqu, Qinghai-Tibetan Plateau." Land Use Policy: the international journal covering all aspects of land use. 74, pp. 88-96. https://doi.org/10.1016/j.landusepol.2017.07.027Spatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2018. "Spatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia." Natural Hazards. 93 (2), pp. 823-847. https://doi.org/10.1007/s11069-018-3326-8A new approach to predict daily pH in rivers based on the 'a trous' redundant wavelet transform algorithm
Rajaee, Taher, Ravansalar, Masoud, Adamowski, Jan F. and Deo, Ravinesh C.. 2018. "A new approach to predict daily pH in rivers based on the 'a trous' redundant wavelet transform algorithm." Water, Air and Soil Pollution: an international journal of environmental pollution. 229 (3). https://doi.org/10.1007/s11270-018-3715-3Computational intelligence approaches for energy load forecasting in smart energy management grids: state of the art, future challenges, and research directions and Research Directions
Fallah, Seyedeh Narjes, Deo, Ravinesh Chand, Shojafar, Mohammad, Conti, Mauro and Shamshirband, Shahaboddin. 2018. "Computational intelligence approaches for energy load forecasting in smart energy management grids: state of the art, future challenges, and research directions and Research Directions." Energies. 11 (3). https://doi.org/10.3390/en11030596Two-phase particle swarm optimized-support vector regression hybrid model integrated with improved empirical mode decomposition with adaptive noise for multiple-horizon electricity demand forecasting
Al-Musaylh, Mohanad S., Deo, Ravinesh C., Li, Yan and Adamowski, Jan F.. 2018. "Two-phase particle swarm optimized-support vector regression hybrid model integrated with improved empirical mode decomposition with adaptive noise for multiple-horizon electricity demand forecasting." Applied Energy. 217, pp. 422-439. https://doi.org/10.1016/j.apenergy.2018.02.140Comparative signal to noise ratio as a determinant to select smartphone image sensor colour channels for analysis in the UVB
Igoe, D. P., Parisi, A. V., Downs, N. J., Amar, A. and Turner, J.. 2018. "Comparative signal to noise ratio as a determinant to select smartphone image sensor colour channels for analysis in the UVB." Sensors and Actuators A: Physical. 272, pp. 125-133. https://doi.org/10.1016/j.sna.2018.01.057Atmospheric total ozone column evaluation with a smartphone image sensor
Igoe, Damien P., Parisi, Alfio V., Amar, Abdurazaq, Downs, Nathan J. and Turner, Joanna. 2018. "Atmospheric total ozone column evaluation with a smartphone image sensor." International Journal of Remote Sensing. 39 (9), pp. 2766-2783. https://doi.org/10.1080/01431161.2018.1433895Application of the hybrid artificial neural network coupled with rolling mechanism and grey model algorithms for streamflow forecasting over multiple time horizons
Yaseen, Zaher Mundher, Fu, Minglei, Wang, Chen, Mohtar, Wan Hanna Melini Wan, Deo, Ravinesh C. and El-Shafie, Ahmed. 2018. "Application of the hybrid artificial neural network coupled with rolling mechanism and grey model algorithms for streamflow forecasting over multiple time horizons." Water Resources Management. 32 (5), pp. 1883-1899. https://doi.org/10.1007/s11269-018-1909-5Multi-household grazing management pattern maintains better soil fertility
Cao, Jianjun, Xu, Xueyun, Deo, Ravinesh C., Holden, Nicholas M., Adamowski, Jan F., Gong, Yifan, Feng, Qi, Yang, Shurong, Li, Mengtian, Zhou, Junju, Zhang, Jian and Liu, Minxia. 2018. "Multi-household grazing management pattern maintains better soil fertility." Agronomy for Sustainable Development: sciences des productions vegetales et de l'environnement. 38 (1). https://doi.org/10.1007/s13593-017-0482-2Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia
Al-Musaylh, Mohanad S., Deo, Ravinesh C., Adamowski, Jan F. and Li, Yan. 2018. "Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia." Advanced Engineering Informatics: the science of supporting knowledge-intensive activities. 35 (C), pp. 1-16. https://doi.org/10.1016/j.aei.2017.11.002Mapping groundwater contamination risk of multiple aquifers using multi-model ensemble of machine learning algorithms
Barzegar, Rahim, Moghaddam, Asghar Asghari, Deo, Ravinesh, Fijani, Elham and Tziritis, Evangelos. 2018. "Mapping groundwater contamination risk of multiple aquifers using multi-model ensemble of machine learning algorithms." Science of the Total Environment. 621, pp. 697-712. https://doi.org/10.1016/j.scitotenv.2017.11.185Investigating drought duration-severity-intensity characteristics using the Standardized Precipitation-Evapotranspiration Index: case studies in drought-prone Southeast Queensland
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2018. "Investigating drought duration-severity-intensity characteristics using the Standardized Precipitation-Evapotranspiration Index: case studies in drought-prone Southeast Queensland." Journal of Hydrologic Engineering. 23 (1), p. 05017029. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001593An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia
Salcedo-sanz, Sancho, Deo, Ravinesh C., Cornejo-Bueno, Laura, Camacho-Gomez, Carlos and Ghimire, Sujan. 2018. "An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia." Applied Energy. 209, pp. 79-94. https://doi.org/10.1016/j.apenergy.2017.10.076Multi-layer perceptron hybrid model integrated with the firefly optimizer algorithm for windspeed prediction of target site using a limited set of neighboring reference station data
Deo, Ravinesh C., Ghorbani, Mohammad Ali, Samadianfard, Saeed, Maraseni, Tek, Bilgili, Mehmet and Biazar, Mustafa. 2018. "Multi-layer perceptron hybrid model integrated with the firefly optimizer algorithm for windspeed prediction of target site using a limited set of neighboring reference station data." Renewable Energy. 116 (Part A), pp. 309-323. https://doi.org/10.1016/j.renene.2017.09.078A comprehensive approach to evaluating and classifying sun-protective clothing
Downs, N. J. and Harrison, S. L.. 2018. "A comprehensive approach to evaluating and classifying sun-protective clothing." British Journal of Dermatology. 178 (4), pp. 958-964. https://doi.org/10.1111/bjd.15938Identifying separate impacts of climate and land use/cover change on hydrological processes in upper stream of Heihe River, northwest China
Yang, Linshan, Feng, Qi, Yin, Zhenliang, Wen, Xiaohu, Si, Jianhua, Li, Changbin and Deo, Ravinesh C.. 2017. "Identifying separate impacts of climate and land use/cover change on hydrological processes in upper stream of Heihe River, northwest China." Hydrological Processes. 31 (5), pp. 1100-1112. https://doi.org/10.1002/hyp.11098Reservoir inflow forecasting with a modified coactive neuro-fuzzy inference system: a case study for a semi-arid region
Allawi, Mohammed Falah, Jaafar, Othman, Hamzah, Firdaus Mohamad, Mohd, Nuruol Syuhadaa, Deo, Ravinesh C. and El-Shafie, Ahmed. 2018. "Reservoir inflow forecasting with a modified coactive neuro-fuzzy inference system: a case study for a semi-arid region." Theoretical and Applied Climatology. 134 (1-2), pp. 545-563. https://doi.org/10.1007/s00704-017-2292-5Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey
Ghorbani, Mohammad Ali, Deo, Ravinesh C., Karimi, Vahid, Yaseen, Zaher Mundher and Terz, Ozlem. 2018. "Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey." Stochastic Environmental Research and Risk Assessment. 32 (6), pp. 1683-1697. https://doi.org/10.1007/s00477-017-1474-0Pan evaporation prediction using a hybrid multilayer perceptron-firefly algorithm (MLP-FFA) model: case study in North Iran
Ghorbani, M. A., Deo, Ravinesh C., Yaseen, Zaher Mundher, Kashani, Mahsa H. and Mohammadi, Babak. 2018. "Pan evaporation prediction using a hybrid multilayer perceptron-firefly algorithm (MLP-FFA) model: case study in North Iran." Theoretical and Applied Climatology. 133 (3-4), pp. 1119-1131. https://doi.org/10.1007/s00704-017-2244-0Impact of grassland contract policy on soil organic carbon losses from alpine grassland on the Qinghai–Tibetan Plateau
Cao, J., Gong, Y., Yeh, E. T., Holden, N. M., Adamowski, J. F., Deo, R. C., Liu, M., Zhou, J., Zhang, J., Zhang, S., Sheng, D., Yang, S., Xu, X., Li, M. and Feng, Q.. 2017. "Impact of grassland contract policy on soil organic carbon losses from alpine grassland on the Qinghai–Tibetan Plateau." Soil Use and Management. 33 (4), pp. 633-671. https://doi.org/10.1111/sum.12387Effects of ecological water transport on photosynthesis and chlorophyll fluorescence of Populus euphratica
Zhao, Chun Yan, Si, Jian Hua, Feng, Qi, Yu, Teng Fei, Deo, Ravinesh C. and Luo, Huan. 2018. "Effects of ecological water transport on photosynthesis and chlorophyll fluorescence of Populus euphratica." Water Science and Technology: Water Supply. 18 (5), pp. 1747-1756. https://doi.org/10.2166/ws.2017.236Trend analysis of Water Poverty Index for assessment of water stress and water management polices: a case study in the Hexi Corridor, China
Huang, Shan, Feng, Qi, Lu, Zhixiang, Wen, Xiaohu and Deo, Ravinesh C.. 2017. "Trend analysis of Water Poverty Index for assessment of water stress and water management polices: a case study in the Hexi Corridor, China." Sustainability. 9 (5), pp. 756-772. https://doi.org/10.3390/su9050756Forecasting evaporative loss by least-square support-vector regression and evaluation with genetic programming, Gaussian process, and minimax probability machine regression: case study of Brisbane City
Deo, Ravinesh C. and Samui, Pijush. 2017. "Forecasting evaporative loss by least-square support-vector regression and evaluation with genetic programming, Gaussian process, and minimax probability machine regression: case study of Brisbane City." Journal of Hydrologic Engineering. 22 (6), pp. 1-15. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001506Statistical evaluation of rainfall time series in concurrence with agriculture and water resources of Ken River basin, Central India (1901–2010)
Meshram, Sarita Gajbhiye, Singh, Sudhir Kumar, Meshram, Chandrashekhar, Deo, Ravinesh C. and Ambade, Balram. 2018. "Statistical evaluation of rainfall time series in concurrence with agriculture and water resources of Ken River basin, Central India (1901–2010)." Theoretical and Applied Climatology. 134, pp. 1231-1243. https://doi.org/10.1007/s00704-017-2335-yThe financial benefits of forest certification: case studies of acacia growers and a furniture company in Central Vietnam
Maraseni, Tek Narayan, Son, Hoang Lien, Cockfield, Geoff, Duy, Hung Vu and Nghia, Tran Dai. 2017. "The financial benefits of forest certification: case studies of acacia growers and a furniture company in Central Vietnam." Land Use Policy: the international journal covering all aspects of land use. 69, pp. 56-63. https://doi.org/10.1016/j.landusepol.2017.09.011Analysing foregone costs of communities and carbon benefits in small scale community based forestry practice in Nepal
Pandey, Shiva Shankar, Maraseni, Tek Narayan, Reardon-Smith, Kathryn and Cockfield, Geoff. 2017. "Analysing foregone costs of communities and carbon benefits in small scale community based forestry practice in Nepal." Land Use Policy: the international journal covering all aspects of land use. 69, pp. 160-166. https://doi.org/10.1016/j.landusepol.2017.09.007Segregated assessment of total carbon stocks by the mode of origin and ecological functions of forests: implication on restoration potential
Neupane, P. R., Gauli, A., Maraseni, T., Kubler, D., Mundhenk, P. and Dang, M. V.. 2017. "Segregated assessment of total carbon stocks by the mode of origin and ecological functions of forests: implication on restoration potential." The International Forestry Review. 19 (S4), pp. 1-28. https://doi.org/10.1505/146554817822330579An international comparison of rice consumption behaviours and greenhouse gas emissions from rice production
Maraseni, Tek Narayan, Deo, Ravinesh C., Qu, Jiansheng, Gentle, Popular and Neupane, Prem Raj. 2018. "An international comparison of rice consumption behaviours and greenhouse gas emissions from rice production." Journal of Cleaner Production. 172, pp. 2288-2300. https://doi.org/10.1016/j.jclepro.2017.11.182An Inexpensive High-Temporal Resolution Electronic Sun Journal for Monitoring Personal Day to Day Sun Exposure Patterns
Downs, Nathan J., Parisi, Alfio V., Butler, Harry, Rawlings, Alex and Elrahoumi, Raja Salem. 2017. "An Inexpensive High-Temporal Resolution Electronic Sun Journal for Monitoring Personal Day to Day Sun Exposure Patterns." Frontiers in Public Health. 5, pp. 1-9. https://doi.org/10.3389/fpubh.2017.00310Physiological response to salinity stress and tolerance mechanics of Populus euphratica
Zhao, Chun Yan, Si, Jian Hua, Feng, Qi, Deo, Ravinesh C., Yu, Teng Fei and Li, Pei Du. 2017. "Physiological response to salinity stress and tolerance mechanics of Populus euphratica." Environmental Monitoring and Assessment. 189 (11), pp. 533-543. https://doi.org/10.1007/s10661-017-6257-zCarbon dioxide fluxes and their environmental controls in a riparian forest within the hyper-arid region of Northwest China
Ma, Xiaohong, Feng, Qi, Yu, Tengfei, Su, Yonghong and Deo, Ravinesh C.. 2017. "Carbon dioxide fluxes and their environmental controls in a riparian forest within the hyper-arid region of Northwest China." Forests. 8 (10), pp. 1-17. https://doi.org/10.3390/f8100379Comparative study of hybrid-wavelet artificial intelligence models for monthly groundwater depth forecasting in extreme arid regions, Northwest China
Yu, Haijiao, Wen, Xiaohu, Feng, Qi, Deo, Ravinesh C., Si, Jianhua and Wu, Min. 2018. "Comparative study of hybrid-wavelet artificial intelligence models for monthly groundwater depth forecasting in extreme arid regions, Northwest China." Water Resources Management. 32 (1), pp. 301-323. https://doi.org/10.1007/s11269-017-1811-6Predicting compressive strength of lightweight foamed concrete using extreme learning machine model
Yaseen, Zaher Mundher, Deo, Ravinesh C., Hilal, Ameer, Abd, Abbas M., Bueno, Laura Cornejo, Salcedo-sanz, Sancho and Nehdi, Moncef L.. 2018. "Predicting compressive strength of lightweight foamed concrete using extreme learning machine model." Advances in Engineering Software. 115, pp. 112-125. https://doi.org/10.1016/j.advengsoft.2017.09.004Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model
Yaseen, Zaher Mundher, Ebtehaj, Isa, Bonakdari, Hossein, Deo, Ravinesh C., Mehr, Ali Danandeh, Mohtar, Wan Hanna Melini Wan, Diop, Lamine, El-Shafie, Ahmed and Singh, Vijay P.. 2017. "Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model." Journal of Hydrology. 554, pp. 263-276. https://doi.org/10.1016/j.jhydrol.2017.09.007Rainfall Pattern Forecasting Using Novel Hybrid Intelligent Model Based ANFIS-FFA
Yaseen, Zaher Mundher, Ghareb, Mazen Ismaeel, Ebtehaj, Isa, Bonakdari, Hossein, Siddique, Ridwan, Heddam, Sali, Yusif, Ali A. and Deo, Ravinesh. 2018. "Rainfall Pattern Forecasting Using Novel Hybrid Intelligent Model Based ANFIS-FFA." Water Resources Management. 32 (1), pp. 105-122. https://doi.org/10.1007/s11269-017-1797-0Synthetic retrieval of hourly net ecosystem exchange using the neural network model with combined MI and GOCI geostationary sensor datasets and ground-based measurements
Yeom, Jong-Min, Deo, Ravinesh, Chun, Junghwa, Hong, Jinkyu, Kim, Dong-Su, Han, Kyung-Soo and Cho, Jaeil. 2017. "Synthetic retrieval of hourly net ecosystem exchange using the neural network model with combined MI and GOCI geostationary sensor datasets and ground-based measurements." International Journal of Remote Sensing. 38 (23), pp. 7441-7456. https://doi.org/10.1080/01431161.2017.1375573Separation of the Climatic and Land Cover Impacts on the Flow Regime Changes in Two Watersheds of Northeastern Tibetan Plateau
Yang, Linshan, Feng, Qi, Yin, Zhenliang, Deo, Ravinesh C., Wen, Xiaohu, Si, Jianhua and Li, Changbin. 2017. "Separation of the Climatic and Land Cover Impacts on the Flow Regime Changes in Two Watersheds of Northeastern Tibetan Plateau." Advances in Meteorology. 2017, pp. 1-15. https://doi.org/10.1155/2017/6310401Comparing the financial returns from acacia plantations with different plantation densities and rotation ages in Vietnam
Maraseni, Tek Narayan, Son, Hoang Lien, Cockfield, Geoff, Duy, Hung Vu and Nghia, Tran Dai. 2017. "Comparing the financial returns from acacia plantations with different plantation densities and rotation ages in Vietnam." Forest Policy and Economics. 83, pp. 80-87. https://doi.org/10.1016/j.forpol.2017.06.010Changes in climatic elements in the Pan-Hexi region during 1960–2014 and responses to global climatic changes
Wei, Liu, Feng, Qi and Deo, Ravinesh C.. 2018. "Changes in climatic elements in the Pan-Hexi region during 1960–2014 and responses to global climatic changes." Theoretical and Applied Climatology. 133 (1-2), pp. 405-420. https://doi.org/10.1007/s00704-017-2194-6Mapping heatwave vulnerability in Korea
Kim, Do-Woo, Deo, Ravinesh C., Lee, Jong-Seol and Yeom, Jong-Min. 2017. "Mapping heatwave vulnerability in Korea." Natural Hazards. 89 (1), pp. 35-55. https://doi.org/10.1007/s11069-017-2951-yCopula-statistical precipitation forecasting model in Australia’s agro-ecological zones
Nguyen-Huy, Thong, Deo, Ravinesh C., An-Vo, Duc-Anh, Mushtaq, Shahbaz and Khan, Shahjahan. 2017. "Copula-statistical precipitation forecasting model in Australia’s agro-ecological zones." Agricultural Water Management. 191, pp. 153-172. https://doi.org/10.1016/j.agwat.2017.06.010Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm
Prasad, Ramendra, Deo, Ravinesh C., Li, Yan and Maraseni, Tek. 2017. "Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm." Atmospheric Research. 197, pp. 42-63. https://doi.org/10.1016/j.atmosres.2017.06.014Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek Narayan and Salmo, Severino G., III. 2017. "Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines." Geoderma. 293, pp. 82-90. https://doi.org/10.1016/j.geoderma.2017.01.025Very short-term reactive forecasting of the solar ultraviolet index using an extreme learning machine integrated with the solar zenith angle
Deo, Ravinesh C., Downs, Nathan, Parisi, Alfio V., Adamowski, Jan F. and Quilty, John M.. 2017. "Very short-term reactive forecasting of the solar ultraviolet index using an extreme learning machine integrated with the solar zenith angle." Environmental Research. 155, pp. 141-166. https://doi.org/10.1016/j.envres.2017.01.035The rate, extent and spatial predictors of forest loss (2000-2012) in the terrestrial protected areas of the Philippines
Apan, Armando, Suarez, Luz Angelica, Maraseni, Tek and Castillo, Jose Alan. 2017. "The rate, extent and spatial predictors of forest loss (2000-2012) in the terrestrial protected areas of the Philippines." Applied Geography. 81, pp. 32-42. https://doi.org/10.1016/j.apgeog.2017.02.007Association between plant species diversity and edaphic factors in the lower reaches of the Heihe River, northwestern China
Zhao, Yu, Feng, Qi, Xi, Haiyang, Li, Huiya, Yang, Huaide and Deo, Ravinesh C.. 2017. "Association between plant species diversity and edaphic factors in the lower reaches of the Heihe River, northwestern China." Chemistry and Ecology. 33 (3), pp. 181-195. https://doi.org/10.1080/02757540.2017.1287904Bipolar neutrosophic soft sets and applications in decision making
Ali, Mumtaz, Son, Le Hoang, Deli, Irfan and Tien, Nguyen Dang. 2017. "Bipolar neutrosophic soft sets and applications in decision making." Journal of Intelligent and Fuzzy Systems. 33 (6), pp. 4077-4087. https://doi.org/10.3233/JIFS-17999Forecasting long-term global solar radiation with an ANN algorithm coupled with satellite-derived (MODIS) land surface temperature (LST) for regional locations in Queensland
Deo, Ravinesh C. and Sahin, Mehmet. 2017. "Forecasting long-term global solar radiation with an ANN algorithm coupled with satellite-derived (MODIS) land surface temperature (LST) for regional locations in Queensland." Renewable and Sustainable Energy Reviews. 72, pp. 828-848. https://doi.org/10.1016/j.rser.2017.01.114Computational intelligence approach for modeling hydrogen production: a review
Faizollahzadeh, Sina, Najafi, Bahman, Shamshirband, Shahaboddin, Bidgoli, Behrouz Minaei, Deo, Ravinesh Chand and Chau, Kwok-wing. 2018. "Computational intelligence approach for modeling hydrogen production: a review." Engineering Applications of Computational Fluid Mechanics. 12 (1), pp. 438-458. https://doi.org/10.1080/19942060.2018.1452296Sweet success: virtual world tools enhance real world decision making in the Australian sugar industry
Reardon-Smith, Kate, Farley, Helen, Cliffe, Neil, Mushtaq, Shahbaz, Stone, Roger, Doyle, Joanne, Martin, Neil, Ostini, Jenny, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "Sweet success: virtual world tools enhance real world decision making in the Australian sugar industry." ICELW 2014: International Conference on e-Learning in the Workplace. New York, United States 11 - 13 Jun 2014Household and community responses to impacts of climate change in the rural hills of Nepal
Gentle, Popular, Thwaites, Rik, Race, Digby, Alexander, Kim and Maraseni, Tek. 2018. "Household and community responses to impacts of climate change in the rural hills of Nepal." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 147 (1-2), pp. 267-282. https://doi.org/10.1007/s10584-017-2124-8Link prediction in co-authorship networks based on hybrid content similarity metric
Chuan, Pham Minh, Son, Le Hoang, Ali, Mumtaz, Khang, Tran Dinh, Huong, Le Thanh and Dey, Nilanjan. 2018. "Link prediction in co-authorship networks based on hybrid content similarity metric." Applied Intelligence. 48 (8), pp. 2470-2486. https://doi.org/10.1007/s10489-017-1086-xA neutrosophic recommender system for medical diagnosis based on algebraic neutrosophic measures
Ali, Mumtaz, Son, Le Hoang, Thanh, Nguyen Dang and Minh, Nguyen Van. 2018. "A neutrosophic recommender system for medical diagnosis based on algebraic neutrosophic measures." Applied Soft Computing. 71, pp. 1054-1071. https://doi.org/10.1016/j.asoc.2017.10.012Segmentation of dental X-ray images in medical imaging using neutrosophic orthogonal matrices
Ali, Mumtaz, Son, Le Hoang, Khan, Mohsin and Tung, Nguyen Thanh. 2017. "Segmentation of dental X-ray images in medical imaging using neutrosophic orthogonal matrices." Expert Systems with Applications. 91, pp. 434-441. https://doi.org/10.1016/j.eswa.2017.09.027Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors
Maraseni, Tek Narayan, Reardon‑Smith, Kathryn, Griffiths, Greg and Apan, Armando. 2016. "Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors." Carbon Balance and Management. 11, pp. 1-11. https://doi.org/10.1186/s13021-016-0067-4Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq
Yaseen, Zaher Mundher, Jaafar, Othman, Deo, Ravinesh C., Kisi, Ozgur, Adamowski, Jan, Quilty, John and El-Shafie, Ahmed. 2016. "Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq." Journal of Hydrology. 542, pp. 603-614. https://doi.org/10.1016/j.jhydrol.2016.09.035Quantitative definition and spatiotemporal distribution of little water season (LIWAS) in Korea
Kim, Su-Jeong, Byun, Hi-Ryong and Deo, Ravinesh C.. 2016. "Quantitative definition and spatiotemporal distribution of little water season (LIWAS) in Korea." Asia-Pacific Journal of Atmospheric Sciences. 52 (4), pp. 379-393. https://doi.org/10.1007/s13143-016-0012-1Interval Complex Neutrosophic Set: Formulation and Applications in Decision-Making
Ali, Mumtaz, Dat, Luu Quoc, Son, Le Hoang and Smarandache, Florentin. 2018. "Interval Complex Neutrosophic Set: Formulation and Applications in Decision-Making." International Journal of Fuzzy Systems. 20 (3), pp. 986-999. https://doi.org/10.1007/s40815-017-0380-4Validation of ozone monitoring instrument UV satellite data using spectral and broadband surface based measurements at a Queensland site
A Jebar, Mustapha A., Parisi, Alfio V., Downs, Nathan J. and Turner, Joanna F.. 2017. "Validation of ozone monitoring instrument UV satellite data using spectral and broadband surface based measurements at a Queensland site." Photochemistry and Photobiology. 93 (5), pp. 1289-1293. https://doi.org/10.1111/php.12784Comparative evaluation of zero deforestation governance
Cadman, Tim, Maraseni, Tek, Sarker, Tapan and Ma, Hwan Ok. 2017. "Comparative evaluation of zero deforestation governance." EFTRN News. 58, pp. 161-168.Soil greenhouse gas fluxes in tropical mangrove forests and in land uses on deforested mangrove lands
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek N. and Salmo, Severino G., III. 2017. "Soil greenhouse gas fluxes in tropical mangrove forests and in land uses on deforested mangrove lands." Catena. 159, pp. 60-69. https://doi.org/10.1016/j.catena.2017.08.005Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek N. and Salmo, Severino G., III. 2017. "Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery." ISPRS Journal of Photogrammetry and Remote Sensing. 134, pp. 70-85. https://doi.org/10.1016/j.isprsjprs.2017.10.016Opportunities of adopting renewable energy for the nursery industry in Australia
Chen, Guangnan, Schmidt, Erik, Maraseni, Tek, Bundschuh, Jochen, Banhazi, Thomas and Antille, Diogones L.. 2017. "Opportunities of adopting renewable energy for the nursery industry in Australia." Bundschuh, Jochen, Chen, Guangnan, Chandrasekharam, D. and Piechocki, Janusz (ed.) Geothermal, wind and solar energy applications in agriculture and aquaculture. Leiden, Netherlands. CRC Press. pp. 115-126Dynamism of household carbon emissions (HCEs) from rural and urban regions of northern and southern China
Maraseni, Tek Narayan, Qu, Jiansheng, Yue, Bian, Zeng, Jingjing and Maroulis, Jerry. 2016. "Dynamism of household carbon emissions (HCEs) from rural and urban regions of northern and southern China." Environmental Science and Pollution Research. 23 (20), pp. 20553-20566. https://doi.org/10.1007/s11356-016-7237-5An assessment of carbon sequestration potential of riparian zone of Condamine Catchment, Queensland, Australia
Maraseni, T. N. and Mitchell, C.. 2016. "An assessment of carbon sequestration potential of riparian zone of Condamine Catchment, Queensland, Australia." Land Use Policy: the international journal covering all aspects of land use. 54, pp. 139-146. https://doi.org/10.1016/j.landusepol.2016.02.013Solar ultraviolet and the occupational radiant exposure of Queensland school teachers: a comparative study between teaching classifications and behavior patterns
Downs, Nathan J., Harrison, Simone L., Garzon Chavez, Daniel R. and Parisi, Alfio V.. 2016. "Solar ultraviolet and the occupational radiant exposure of Queensland school teachers: a comparative study between teaching classifications and behavior patterns." Journal of Photochemistry and Photobiology, B: Biology. 158, pp. 105-112. https://doi.org/10.1016/j.jphotobiol.2016.02.018Dual calibrated dosimeter for simultaneous measurements of erythemal and vitamin D effective solar ultraviolet radiation
Wainwright, L., Parisi, A. V. and Downs, N.. 2016. "Dual calibrated dosimeter for simultaneous measurements of erythemal and vitamin D effective solar ultraviolet radiation." Journal of Photochemistry and Photobiology, B: Biology. 157, pp. 15-21. https://doi.org/10.1016/j.jphotobiol.2016.02.003An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland
Deo, Ravinesh C. and Sahin, Mehmet. 2016. "An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland." Environmental Monitoring and Assessment. 188 (90). https://doi.org/10.1007/s10661-016-5094-9Do you think it is time to consider legume-based cropping systems again?
Maraseni, Tek. 2014. "Do you think it is time to consider legume-based cropping systems again? " Journal of Pollution Effects and Control. 2 (1), pp. 1-2. https://doi.org/10.4172/2375-4397.1000e109An international comparison of agricultural nitrous oxide emissions
Maraseni, Tek Narayan and Qu, Jiansheng. 2016. "An international comparison of agricultural nitrous oxide emissions." Journal of Cleaner Production. 135, pp. 1256-1266. https://doi.org/10.1016/j.jclepro.2016.07.035Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model
Deo, Ravinesh C., Tiwari, Mukesh K., Adamowski, Jan F. and Quilty, John M.. 2017. "Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model." Stochastic Environmental Research and Risk Assessment. 31 (5), pp. 1211-1240. https://doi.org/10.1007/s00477-016-1265-zδ-equality of intuitionistic fuzzy sets: a new proximity measure and applications in medical diagnosis
Ngan, Roan Thi, Ali, Mumtaz and Son, Le Hoang. 2018. "δ-equality of intuitionistic fuzzy sets: a new proximity measure and applications in medical diagnosis." Applied Intelligence. 48 (2), pp. 499-525. https://doi.org/10.1007/s10489-017-0986-0A novel clustering algorithm in a neutrosophic recommender system for medical diagnosis
Thanh, Nguyen Dang, Ali, Mumtaz and Son, Le Hoang. 2017. "A novel clustering algorithm in a neutrosophic recommender system for medical diagnosis." Cognitive Computation. 9 (4), pp. 526-544. https://doi.org/10.1007/s12559-017-9462-8Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model
Deo, Ravinesh C., Kisi, Ogzur and Singh, Vijay P.. 2017. "Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model." Atmospheric Research. 184, pp. 149-175. https://doi.org/10.1016/j.atmosres.2016.10.004Sustainability of transhumance grazing systems under socio-economic threats in Langtang, Nepal
Aryal, Suman, Maraseni, Tek Narayan and Cockfield, Geoff. 2014. "Sustainability of transhumance grazing systems under socio-economic threats in Langtang, Nepal." Journal of Mountain Science. 11 (4), pp. 1023-1034. https://doi.org/10.1007/s11629-013-2684-7A wavelet-coupled support vector machine model for forecasting global incident solar radiation using limited meteorological dataset
Deo, Ravinesh C., Wen, Xiaohu and Feng, Qi. 2016. "A wavelet-coupled support vector machine model for forecasting global incident solar radiation using limited meteorological dataset." Applied Energy. 168, pp. 568-593. https://doi.org/10.1016/j.apenergy.2016.01.130Spatial variations and determinants of per capita household CO2 emissions (PHCEs) in China
Liu, Lina, Qu, Jiansheng, Clarke-Sather, Afton, Maraseni, Tek Narayan and Pang, Jiaxing. 2017. "Spatial variations and determinants of per capita household CO2 emissions (PHCEs) in China." Sustainability. 9 (7). https://doi.org/10.3390/su9071277Business, organised labour and climate policy: forging a role at the negotiation table
Glynn, Peter J., Cadman, Tomothy and Maraseni, Tek Narayan. 2017. Business, organised labour and climate policy: forging a role at the negotiation table. Cheltenham, United Kingdom. Edward Elgar Publishing.Concurrent evaluation of personal damaging and beneficial UV exposures over an extended period
Wainwright, L. K., Parisi, A. V. and Downs, N. J.. 2017. "Concurrent evaluation of personal damaging and beneficial UV exposures over an extended period." Journal of Photochemistry and Photobiology, B: Biology. 170, pp. 188-196. https://doi.org/10.1016/j.jphotobiol.2017.04.013Comparison of GOME-2 UVA satellite data to ground-based spectroradiometer measurements at a subtropical site
Parisi, Alfio V., Downs, Nathan, Turner, Joanna and King, Rachel. 2017. "Comparison of GOME-2 UVA satellite data to ground-based spectroradiometer measurements at a subtropical site." IEEE Transactions on Geoscience and Remote Sensing. 55 (6), pp. 3145-3149. https://doi.org/10.1109/TGRS.2017.2662714Educating the younger generation (and the public) in UV effects with a simple experiment
Turner, Joanna, Parisi, Alfio V. and Downs, Nathan. 2013. "Educating the younger generation (and the public) in UV effects with a simple experiment." Byrne, Scott and Chen, Min (ed.) 6th Asia & Oceania Conference on Photobiology (AOCP 2013): Life on a Sun-Drenched Planet. Sydney, Australia 10 - 13 Nov 2013Viability of weather index insurance in managing drought risk in Australia
Adeyinka, A. A., Krishnamurti, C., Maraseni, T. and Chantarat, S.. 2013. "Viability of weather index insurance in managing drought risk in Australia." Actuaries Summit 2013. Sydney, Australia 20 - 21 May 2013In-situ measurements of solar exposure distribution on a coral reef: preliminary findings relating to reef aspect, water turbidity and dosimeter design
Downs, N. J., Schouten, P. W. and Parisi, A. V.. 2016. "In-situ measurements of solar exposure distribution on a coral reef: preliminary findings relating to reef aspect, water turbidity and dosimeter design." 13th International Coral Reef Symposium. Honolulu, Hawaii 19 - 24 Jun 2016Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2016. "Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index." 2016 IEEE Region 10 International Conference: Technologies for Smart Nation (TENCON 2016). Singapore 22 - 25 Nov 2016 Singapore. https://doi.org/10.1109/TENCON.2016.7848588Solar ultraviolet attenuation during the Australian (Red Dawn) dust event of 23 September 2009
Downs, Nathan, Butler, Harry and Parisi, Alfio. 2016. "Solar ultraviolet attenuation during the Australian (Red Dawn) dust event of 23 September 2009." Bulletin of the American Meteorological Society. 97 (11), pp. 2039-2050. https://doi.org/10.1175/BAMS-D-15-00053.1Characterization of cloud cover with a smartphone camera
Parisi, A. V., Downs, N., Igoe, D. and Turner, J.. 2016. "Characterization of cloud cover with a smartphone camera." Instrumentation Science and Technology. 44 (1), pp. 23-34. https://doi.org/10.1080/10739149.2015.1055577Solar radiation and the UV index: an application of numerical integration, trigonometric functions, online education and the modelling process
Downs, Nathan, Parisi, Alfio, Galligan, Linda, Turner, Joanna, Amar, Abdurazaq, King, Rachel, Ultra, Filipina and Butler, Harry. 2016. "Solar radiation and the UV index: an application of numerical integration, trigonometric functions, online education and the modelling process." International Journal of Research in Education and Science. 2 (1), pp. 179-189.Perceived changes in climatic variables and impacts on the transhumance system in the Himalayas
Aryal, Suman, Cockfield, Geoff and Maraseni, Tek Narayan. 2016. "Perceived changes in climatic variables and impacts on the transhumance system in the Himalayas." Climate and Development. 8 (5), pp. 435-446. https://doi.org/10.1080/17565529.2015.1040718Governance values in the climate change regime: stakeholder perceptions of REDD+ legitimacy at the national level
Cadman, Timothy, Maraseni, Tek, Breakey, Hugh, Lopez-Casero, Federoico and Ma, Hwan Ok. 2016. "Governance values in the climate change regime: stakeholder perceptions of REDD+ legitimacy at the national level." Forests. 7 (10), pp. 212-228. https://doi.org/10.3390/f7100212
Online educative activities for solar ultraviolet radiation based on measurements of cloud amount and solar exposures
Parisi, A. V., Downs, N., Turner, J. and Amar, A.. 2016. "Online educative activities for solar ultraviolet radiation based on measurements of cloud amount and solar exposures." Journal of Photochemistry and Photobiology, B: Biology. 162, pp. 434-440. https://doi.org/10.1016/j.jphotobiol.2016.07.015Five years of REDD+ governance: the use of market mechanisms as a response to anthropogenic climate change
Cadman, Timothy, Maraseni, Tek, Ok Ma, Hwan and Lopez-Casero, Federico. 2017. "Five years of REDD+ governance: the use of market mechanisms as a response to anthropogenic climate change." Forest Policy and Economics. 79, pp. 8-16. https://doi.org/10.1016/j.forpol.2016.03.008An assessment of direct on-farm energy use for high value grain crops grown under different farming practices in Australia
Maraseni, Tek, Chen, Guangnan, Banhazi, Thomas, Bundschuh, Jochen and Yusaf, Talal. 2015. "An assessment of direct on-farm energy use for high value grain crops grown under different farming practices in Australia." Energies. 8 (11), pp. 13033-13046. https://doi.org/10.3390/en81112353Predicting the distributions of predator (snow leopard) and prey (blue sheep) under climate change in the Himalaya
Aryal, Achyut, Shrestha, Uttam Babu, Ji, Weihong, Ale, Som B., Shrestha, Sujata, Ingty, Tenzing, Maraseni, Tek, Cockfield, Geoff and Raubenheimer, David. 2016. "Predicting the distributions of predator (snow leopard) and prey (blue sheep) under climate change in the Himalaya." Ecology and Evolution. 6 (12), pp. 1-11. https://doi.org/10.1002/ece3.2196An analysis of magnitudes and trends of household carbon emissions in China between 1995 and 2011
Maraseni, T. N., Qu, J., Zeng, J. and Liu, L.. 2016. "An analysis of magnitudes and trends of household carbon emissions in China between 1995 and 2011." International Journal of Environmental Research. 10 (1), pp. 179-192.Prediction of SPEI using MLR and ANN: a case study for Wilsons Promontory Station in Victoria
Mouatadid, Soukayna, Deo, Ravinesh C. and Adamowski, Jan F.. 2015. "Prediction of SPEI using MLR and ANN: a case study for Wilsons Promontory Station in Victoria." Guerrero, Juan E. (ed.) 2015 IEEE 14th International Conference on Machine Learning and Applications. Miami, United States of America 09 - 11 Dec 2015 United States. https://doi.org/10.1109/ICMLA.2015.87Statistical downscaling of climate change scenarios of rainfall and temperature over Indira Sagar Canal Command area in Madhya Pradesh, India
Shukla, Rituraj, Deo, Ravinesh and Khare, Deepak. 2015. "Statistical downscaling of climate change scenarios of rainfall and temperature over Indira Sagar Canal Command area in Madhya Pradesh, India." Guerrero, Juan E. (ed.) 2015 IEEE 14th International Conference on Machine Learning and Applications. Miami, United States of America 09 - 11 Dec 2015 USA. https://doi.org/10.1109/ICMLA.2015.75Trade-offs and synergies between water and energy use in rural Australia
Mushtaq, Shahbaz, Maraseni, Tek N. and Reardon-Smith, Kathryn. 2015. "Trade-offs and synergies between water and energy use in rural Australia." Pittock, Jamie, Hussey, Karen and Dovers, Stephen (ed.) Climate, energy and water: managing trade-offs, seizing opportunities. New York, USA. Cambridge University Press. pp. 123-140Developing sustainable governance systems at the regional level: the case of emissions trading
Cadman, Tim, Hume, Margee, Maraseni, Tek and Lopez-Casero, Federico. 2015. "Developing sustainable governance systems at the regional level: the case of emissions trading." Thomas, Ken D. (ed.) Handbook of research on sustainable development and economics. United States. IGI Global. pp. 248-266Agriculture: alternative energy sources
Chen, Guangnan, Maraseni, Tek, Bundschuh, Jochen and Zare, Dariush. 2015. "Agriculture: alternative energy sources." Anwar, Sohail (ed.) Encyclopedia of energy engineering and technology. United States. Taylor & Francis. pp. 1-6Progress towards an industry standard for sun-protective clothing incorporating body coverage
Harrison, Simone and Downs, Nathan. 2015. "Progress towards an industry standard for sun-protective clothing incorporating body coverage." 2nd Global Advances and Controversies in Skin Cancer 2015 (GAC-SC) in association with the 7th UQ/HealthCert Skin Cancer Conference. Brisbane, Australia 29 - 31 Oct 2015 Australia.Queensland teacher sun survey: measurements and procedures for recording occupational UV exposures in Townsville and Toowoomba
Downs, Nathan, Harrison, Simone and Parisi, Alfio. 2015. "Queensland teacher sun survey: measurements and procedures for recording occupational UV exposures in Townsville and Toowoomba." Townsville Health Symposium 2015. Townsville, Australia 07 - 09 Oct 2015 Australia.Development of a reproducible evaluation and classification system for sun-protective garments incorporating body surface coverage
Harrison, Simone and Downs, Nathan. 2015. "Development of a reproducible evaluation and classification system for sun-protective garments incorporating body surface coverage." 2015 International Conference on Textile Science and Engineering (CTSE 2015). Suzhou, China 23 - 25 Oct 2015On-farm energy use in the grain and horticultural industries
Chen, Guangnan, Maraseni, Tek, Banhazi, Thomas and Bundschuh, Jochen. 2015. "On-farm energy use in the grain and horticultural industries." 1st Australian Life Cycle Assessment Conference 2015 (AgriFoodLCA): Growth Through Sustainability. Melbourne, Australia 23 - 24 Nov 2015 Australia.On-farm energy use in the dairy industries
Chen, Guangnan, Maraseni, Tek, Banhazi, Thomas and Bundschuh, Jochen. 2015. "On-farm energy use in the dairy industries." 1st Australian Life Cycle Assessment Conference 2015 (AgriFoodLCA): Growth Through Sustainability. Melbourne, Australia 23 - 24 Nov 2015 Australia.Classroom teachers and occupational UV exposure characteristics: Toowoomba and Townsville
Downs, Nathan, Harrison, Simone, Garzon Chavez, Daniel and Parisi, Alfio. 2015. "Classroom teachers and occupational UV exposure characteristics: Toowoomba and Townsville." 3rd International Conference on UV and Skin Cancer Prevention 2015. Melbourne, Victoria 07 - 11 Dec 2015Deriving an index of adoption rate and assessing factors affecting adoption of an agroforestry-based farming system in Dhanusha District, Nepal
Dhakal, Arun, Cockfield, Geoff and Maraseni, Tek Narayan. 2015. "Deriving an index of adoption rate and assessing factors affecting adoption of an agroforestry-based farming system in Dhanusha District, Nepal." Agroforestry Systems. 89 (4), pp. 645-661. https://doi.org/10.1007/s10457-015-9802-1Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms
Salcedo-sanz, S., Deo, R. C., Carro-Calvo, L. and Saavedra-Moreno, B.. 2016. "Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms." Theoretical and Applied Climatology. 125 (1-2), pp. 13-25. https://doi.org/10.1007/s00704-015-1480-4The Political economy of sustainable development: policy instruments and market mechanisms
Cadman, Tim, Eastwood, Lauren, Lopez-Casero Michaelis, Federico, Maraseni, Tek, Pittock, Jamie and Sarker, Tapan. 2015. The Political economy of sustainable development: policy instruments and market mechanisms. Cheltenham, Northampton,United Kingdom. Edward Elgar Publishing.A comparative analysis of global stakeholders’ perceptions of the governance quality of the clean development mechanism (CDM) and reducing emissions from deforestation and forest degradation (REDD+)
Maraseni, Tek Narayan and Cadman, Tim. 2015. "A comparative analysis of global stakeholders’ perceptions of the governance quality of the clean development mechanism (CDM) and reducing emissions from deforestation and forest degradation (REDD+)." International Journal of Environmental Studies. 72 (2), pp. 288-304. https://doi.org/10.1080/00207233.2014.993569The financial implications of converting farmland to state-supported environmental plantings in the Darling Downs region, Queensland
Maraseni, Tek Narayan and Cockfield, Geoff. 2015. "The financial implications of converting farmland to state-supported environmental plantings in the Darling Downs region, Queensland." Agricultural Systems. 135, pp. 57-65. https://doi.org/10.1016/j.agsy.2014.12.004Projection of heat wave mortality related to climate change in Korea
Kim, Do-Woo, Deo, Ravinesh C., Chung, Jea-Hak and Lee, Jong-Seol. 2016. "Projection of heat wave mortality related to climate change in Korea." Natural Hazards. 80 (1), pp. 623-637. https://doi.org/10.1007/s11069-015-1987-0Adapting to climate variability: the views of peasant farmers in Nepal
Chalise, Sudarshan, Maraseni, Tek Narayan and Maroulis, Jerry. 2015. "Adapting to climate variability: the views of peasant farmers in Nepal." International Journal of Global Warming. 7 (3), pp. 380-394. https://doi.org/10.1504/IJGW.2015.069369Assessing the roles of community forestry in climate change mitigation and adaptation: a case study from Nepal
Pandey, Shiva Shankar, Cockfield, Geoff and Maraseni, Tek Narayan. 2016. "Assessing the roles of community forestry in climate change mitigation and adaptation: a case study from Nepal." Forest Ecology and Management. 360, pp. 400-407. https://doi.org/10.1016/j.foreco.2015.09.040Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models
Deo, Ravinesh C., Samui, Pijush and Kim, Dookie. 2016. "Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models." Stochastic Environmental Research and Risk Assessment. 30 (6), pp. 1769-1784. https://doi.org/10.1007/s00477-015-1153-yA comparison of household carbon emission patterns of urban and rural China over the 17 year period (1995–2011)
Qu, Jiansheng, Maraseni, Tek, Liu, Lina, Zhang, Zhiqiang and Yusaf, Talal. 2015. "A comparison of household carbon emission patterns of urban and rural China over the 17 year period (1995–2011)." Energies. 8 (9), pp. 10537-10557. https://doi.org/10.3390/en80910537A comparison of trends and magnitudes of household carbon emissions between China, Canada and UK
Maraseni, Tek Narayan, Qu, Jiansheng and Zeng, Jingjing. 2015. "A comparison of trends and magnitudes of household carbon emissions between China, Canada and UK." Environmental Development. 15, pp. 103-119. https://doi.org/10.1016/j.envdev.2015.04.001Nonlinear Optimisation Using Production Functions to Estimate Economic Benefit of Conjunctive Water Use for Multicrop Production
An-Vo, D.-A., Mushtaq, S., Nguyen-Ky, T., Bundschuh, J., Tran-Cong, T., Maraseni, T. N. and Reardon-Smith, K.. 2015. "Nonlinear Optimisation Using Production Functions to Estimate Economic Benefit of Conjunctive Water Use for Multicrop Production." Water Resources Management. 29 (7), pp. 2153-2170. https://doi.org/10.1007/s11269-015-0933-yDosimeter based on 8-Methoxypsoralen for UVA exposures over extended periods
Wainwright, Lisa, Parisi, Alfio V. and Downs, Nathan. 2015. "Dosimeter based on 8-Methoxypsoralen for UVA exposures over extended periods." Journal of Photochemistry and Photobiology, B: Biology. 148, pp. 246-251. https://doi.org/10.1016/j.jphotobiol.2015.04.012Development of a reproducible rating system for sun protective clothing that incorporates body surface coverage
Harrison, Simone L. and Downs, Nathan. 2015. "Development of a reproducible rating system for sun protective clothing that incorporates body surface coverage." World Journal of Engineering and Technology. 3, pp. 208-214. https://doi.org/10.4236/wjet.2015.33C031Numerical modelling of the velocity field of a plane jet flow at moderate jet exit Reynolds numbers
Mossad, Ruth and Deo, Ravinesh C.. 2015. "Numerical modelling of the velocity field of a plane jet flow at moderate jet exit Reynolds numbers." Solnordal, C. B., Liovic, P., Delaney, G. W., Cummins, S. J., Schwarz, M. P. and Witt, P. J. (ed.) 11th International Conference on CFD in the Minerals and Process Industries. Melbourne, Australia 07 - 09 Dec 2015 Melbourne, Australia.Virtual discussions to support climate risk decision making on farms
Reardon-Smith, Kate, Mushtaq, Shahbaz, Farley, Helen S., Cliffe, Neil, Stone, Roger C., Ostini, Jenny, Doyle, Joanne, Martin, Neil, Loch, Adam, Maraseni, Tek, Marcussen, Torben and Lindesay, Janette. 2015. "Virtual discussions to support climate risk decision making on farms." Journal of Economic and Social Policy. 17 (2).On the new concept of the available water climatology and its application
Byun, H. R., Kim, D. W., Choi, K. S., Deo, R. C., Lee, S. M., Park, C. K., Kwon, S. H., Kim, G. B. and Kwon, H. N.. 2014. "On the new concept of the available water climatology and its application." American Geophysical Union, Fall Meeting 2014. San Francisco, United States 15 - 19 Dec 2014 San Francisco, USA.A real-time flood monitoring index based on daily effective precipitation and its application to Brisbane and Lockyer Valley flood events
Deo, Ravinesh C., Byun, Hi-Ryong, Adamowski, Jan F. and Kim, Do-Woo. 2015. "A real-time flood monitoring index based on daily effective precipitation and its application to Brisbane and Lockyer Valley flood events." Water Resources Management. 29 (11), pp. 4075-4093. https://doi.org/10.1007/s11269-015-1046-3Effect of summer livestock grazing on plant species richness and composition in the Himalayan rangelands
Aryal, Suman, Cockfield, Geoff and Maraseni, Tek. 2015. "Effect of summer livestock grazing on plant species richness and composition in the Himalayan rangelands." The Rangeland Journal. 37 (3), pp. 309-321. https://doi.org/10.1071/RJ14088Developing forest-sector and REDD+ governance: a multi-stage, multi-level and multi-stakeholder approach in Nepal
Lopez-Casero, Federico, Cadman, Tim and Maraseni, Tek. 2014. "Developing forest-sector and REDD+ governance: a multi-stage, multi-level and multi-stakeholder approach in Nepal." Policy in Focus.Prioritising carbon sequestration areas in southern Queensland using time series MODIS net primary productivity (NPP) imagery
Apan, A., Suarez Cadavid, L. A., Richardson, L. and Maraseni, T.. 2014. "Prioritising carbon sequestration areas in southern Queensland using time series MODIS net primary productivity (NPP) imagery." Dadhwal, V. K., Seshasai, M. V. R., Hakeem, A., Diwakar, P. G. and Raju, P. L. N. (ed.) Technical Commission 8th Mid-Term Symposium (ISPRS 2014). Hyderabad, India 09 - 12 Dec 2014 Goettingen, Germany. https://doi.org/10.5194/isprsarchives-XL-8-549-2014Virtual world technologies to enhance climate risk management on Australian sugar cane farms
Reardon-Smith, Kate, Mushtaq, Shahbaz, Stone, Roger, Cliffe, Neil, Farley, Helen, Ostini, Jenny, Doyle, Joanne, Martin, Neil, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "Virtual world technologies to enhance climate risk management on Australian sugar cane farms." Climate Adaptation (NCCARF 2014): Future Challenges. Gold Coast, Australia 30 Sep - 02 Oct 2014 Gold Coast, Australia.Application of the artificial neural network model for prediction of monthly standardized precipitation and evapotranspiration index using hydrometeorological parameters and climate indices in eastern Australia
Deo, Ravinesh C. and Sahin, Mehmet. 2015. "Application of the artificial neural network model for prediction of monthly standardized precipitation and evapotranspiration index using hydrometeorological parameters and climate indices in eastern Australia." Atmospheric Research. 161-162, pp. 65-81. https://doi.org/10.1016/j.atmosres.2015.03.018Integrated assessment of water-energy-GHG emissions tradeoffs in an irrigated lucerne production system in eastern Australia
Mushtaq, S., Maraseni, T. N., Reardon-Smith, K., Bundschuh, J. and Jackson, T.. 2015. "Integrated assessment of water-energy-GHG emissions tradeoffs in an irrigated lucerne production system in eastern Australia." Journal of Cleaner Production. 103, pp. 491-498. https://doi.org/10.1016/j.jclepro.2014.05.037Spectral discrimination of bulloak (Allocasuarina luehmannii) and associated woodland for habitat mapping of the endangered bulloak jewel butterfly (Hypochrysops piceata) in southern Queensland
Zainol Abdullah, Wan Nor Zanariah, Apan, Armando A., Maraseni, Tek N. and Le Brocque, Andrew F.. 2014. "Spectral discrimination of bulloak (Allocasuarina luehmannii) and associated woodland for habitat mapping of the endangered bulloak jewel butterfly (Hypochrysops piceata) in southern Queensland." Journal of Applied Remote Sensing. 8 (1), pp. 083561-1. https://doi.org/10.1117/1.JRS.8.083561Minimum exposure limits and measured relationships between the vitamin D, erythema and International Commission on Non-Ionizing Radiation Protection solar ultraviolet
Downs, Nathan, Parisi, Alfio, Butler, Harry, Turner, Joanna and Wainwright, Lisa. 2015. "Minimum exposure limits and measured relationships between the vitamin D, erythema and International Commission on Non-Ionizing Radiation Protection solar ultraviolet." Photochemistry and Photobiology. 91 (2), pp. 438-449. https://doi.org/10.1111/php.12394Re-evaluating the rationale for irrigation technology adoption through an integrated trade-off analysis: case study of a cotton farming system in Australia
Maraseni, T. N., Mushtaq, S. and Reardon-Smith, K.. 2014. "Re-evaluating the rationale for irrigation technology adoption through an integrated trade-off analysis: case study of a cotton farming system in Australia." Journal of Water and Climate Change. 5 (3), pp. 328-340. https://doi.org/10.2166/wcc.2014.046Carbon stock dynamics in different vegetation dominated community forests under REDD+: a case from Nepal
Pandey, Shiva Shankar, Maraseni, Tek Narayan and Cockfield, Geoff. 2014. "Carbon stock dynamics in different vegetation dominated community forests under REDD+: a case from Nepal." Forest Ecology and Management. 327, pp. 40-47. https://doi.org/10.1016/j.foreco.2014.04.028Tree species diversity in community managed and national park forests in the mid-hills of central Nepal
Pandey, Shiva Shankar, Maraseni, Tek Narayan, Cockfield, Geoff and Gerhard, Karin. 2014. "Tree species diversity in community managed and national park forests in the mid-hills of central Nepal." Journal of Sustainable Forestry. 33 (8), pp. 796-813. https://doi.org/10.1080/10549811.2014.925811An assessment of the impacts of the REDD+ pilot project on community forests user groups (CFUGs) and their community forests in Nepal
Maraseni, T. N., Neupane, P. R., Lopez-Casero, F. and Cadman, T.. 2014. "An assessment of the impacts of the REDD+ pilot project on community forests user groups (CFUGs) and their community forests in Nepal." Journal of Environmental Management. 136, pp. 37-46. https://doi.org/10.1016/j.jenvman.2014.01.011Diagnosis of flood events in Brisbane (Australia) using a flood index based on daily effective precipitation
Deo, R. C., Byun, H. R., Adamowski, J. F. and Kim, D. W.. 2014. "Diagnosis of flood events in Brisbane (Australia) using a flood index based on daily effective precipitation." International Conference on Analysis and Management of Changing Risks for Natural Hazards (2014). Padua, Italy Padua, Italy.From ultraviolet to Prussian blue: a spectral response for the cyanotype process and a safe educational activity to explain UV exposure for all ages
Turner, J., Parisi, A. V., Downs, N. and Lynch, M.. 2014. "From ultraviolet to Prussian blue: a spectral response for the cyanotype process and a safe educational activity to explain UV exposure for all ages." Photochemical and Photobiological Sciences. 13 (12), pp. 1753-1764. https://doi.org/10.1039/c4pp00166dAn assessment of willingness to pay to avoid climate change induced flood
Devkota, Rohini Prasad, Maraseni, Tek Narayan and Cockfield, Geoff. 2014. "An assessment of willingness to pay to avoid climate change induced flood." Journal of Water and Climate Change. 5 (4), pp. 569-577. https://doi.org/10.2166/wcc.2014.134The development of virtual world tools to enhance learning and real world decision making in the Australian sugar farming industry
Reardon-Smith, Kathryn, Farley, Helen, Cliffe, Neil, Mushtaq, Shahbaz, Stone, Roger, Doyle, Joanne, Martin, Neil, Ostini, Jenny, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "The development of virtual world tools to enhance learning and real world decision making in the Australian sugar farming industry." International Journal of Advanced Corporate Learning. 7 (3), pp. 17-23. https://doi.org/10.3991/ijac.v7i3.4002Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia
Deo, Ravinesh C. and Sahin, Mehmet. 2015. "Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia." Atmospheric Research. 153, pp. 512-525. https://doi.org/10.1016/j.atmosres.2014.10.016Drought prediction till 2100 under RCP 8.5 climate change scenarios for Korea
Park, Chang-Kyun, Byun, Hi-Ryong, Deo, Ravinesh and Lee, Bo-Ra. 2015. "Drought prediction till 2100 under RCP 8.5 climate change scenarios for Korea." Journal of Hydrology. 526, pp. 221-230. https://doi.org/10.1016/j.jhydrol.2014.10.043Ultraviolet exposure measurements on a coral reef by application of polyphenylene oxide film dosimeters
Downs, Nathan J., Schouten, Peter W. and Parisi, Alfio V.. 2012. "Ultraviolet exposure measurements on a coral reef by application of polyphenylene oxide film dosimeters." Balenovic, Damijan and Stimac, Emilije (ed.) Radiation exposure: sources, impact and reduction strategies. Hauppauge, NY. United States. Nova Science Publishers. pp. 189-198Climate change and indigenous people: perceptions of transhumant herders and implications to the transhumance system in the Himalayas
Aryal, Suman, Maraseni, Tek N. and Cockfield, Geoff. 2014. "Climate change and indigenous people: perceptions of transhumant herders and implications to the transhumance system in the Himalayas." Geology and Geosciences. 3 (4), pp. 1-5. https://doi.org/10.4172/2329-6755.1000162Can vegetation types work as an indicator of soil organic carbon? An insight from native vegetations in Nepal
Maraseni, T. N. and Pandey, S. S.. 2014. "Can vegetation types work as an indicator of soil organic carbon? An insight from native vegetations in Nepal." Ecological Indicators. 46, pp. 315-322. https://doi.org/10.1016/j.ecolind.2014.06.038Influence of sidewalls on the centerline small-scale turbulence of a turbulent high-aspect-ratio rectangular jet
Liu, Y., Zhang, J., Deo, R., Mi, J., Nathan, G. J. and Zhu, R.. 2014. "Influence of sidewalls on the centerline small-scale turbulence of a turbulent high-aspect-ratio rectangular jet." Experimental Thermal and Fluid Science. 58, pp. 139-144. https://doi.org/10.1016/j.expthermflusci.2014.06.021Evaluation of the cloudy sky solar UVA radiation exposures
Parisi, A. V., Downs, N. and Turner, J.. 2014. "Evaluation of the cloudy sky solar UVA radiation exposures." Journal of Photochemistry and Photobiology, B: Biology. 138, pp. 141-145. https://doi.org/10.1016/j.jphotobiol.2014.05.012Measurements of occupational ultraviolet exposure and the implications of timetabled yard duty for school teachers in Queensland, Australia: preliminary results
Downs, N. J., Parisi, A. V. and Igoe, D.. 2014. "Measurements of occupational ultraviolet exposure and the implications of timetabled yard duty for school teachers in Queensland, Australia: preliminary results." Journal of Photochemistry and Photobiology, B: Biology. 131, pp. 84-89. https://doi.org/10.1016/j.jphotobiol.2014.01.012Vulnerability of Himalayan transhumant communities to climate change
Aryal, Suman, Cockfield, Geoff and Maraseni, Tek Narayan. 2014. "Vulnerability of Himalayan transhumant communities to climate change." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 125 (2), pp. 193-208. https://doi.org/10.1007/s10584-014-1157-5Addressing the participation gap in institutional investment: an assessment framework and preliminary results
Cadman, Tim and Maraseni, Tek. 2014. "Addressing the participation gap in institutional investment: an assessment framework and preliminary results." Hawley, James P., Hoepner, Andreas G. F., Johnson, Keith L., Sandberg, Joakim and Waitzer, Edward W. (ed.) Cambridge handbook of institutional investment and fiduciary duty. Cambridge, United Kingdom. Cambridge University Press. pp. 452-465Using a virtual world to enable real world decision making
Reardon-Smith, Kate, Farley, Helen, Stone, Roger, Mushtaq, Shahbaz, Cliffe, Neil, Doyle, Joanne, Martin, Neil, Maraseni, Tek, Marcussen, Torben, Lindesay, Janette, Loch, Adam and Kealley, Matt. 2013. "Using a virtual world to enable real world decision making." Lamb, David (ed.) 1st Digital Rural Futures Conference: Smart Farms - Smart Regions (DRF 2013). Armidale, Australia 26 - 28 Jun 2013 Armidale, Australia.Actinic exposure film dosimetry: indicators of occupational exposure risk for office workers and school teachers
Downs, N., Parisi, A., Igoe, D., Wainwright, L. and Butler, H.. 2013. "Actinic exposure film dosimetry: indicators of occupational exposure risk for office workers and school teachers." Byrne, Scott and Chen, Min (ed.) 6th Asia & Oceania Conference on Photobiology (AOCP 2013): Life on a Sun-Drenched Planet. Sydney, Australia 10 - 13 Nov 2013Dynamics of carbon and biodiversity under REDD+ regime: a case from Nepal
Pandey, Shiva Shankar, Cockfield, Geoff and Maraseni, Tek Narayan. 2014. "Dynamics of carbon and biodiversity under REDD+ regime: a case from Nepal." Environmental Science and Policy. 38, pp. 272-281. https://doi.org/10.1016/j.envsci.2014.01.005Evaluating the Clean Development Mechanism
Maraseni, Tek Narayan. 2013. "Evaluating the Clean Development Mechanism ." Cadman, Timothy (ed.) Climate Change and Global Policy Regimes:Towards Institutional Legitimacy. United Kingdom. Palgrave Macmillan. pp. 96-110Comparative analysis of turbulent plane jets from a sharp-edged orifice, a beveled-edge orifice and a radially contoured nozzle
Deo, Ravinesh C.. 2013. "Comparative analysis of turbulent plane jets from a sharp-edged orifice, a beveled-edge orifice and a radially contoured nozzle." International Journal of Mechanical, Industrial Science and Engineering. 7 (12), pp. 1471-1480.The role of nozzle-exit conditions on the flow field of a plane jet
Deo, Ravinesh C.. 2013. "The role of nozzle-exit conditions on the flow field of a plane jet." International Journal of Mechanical, Industrial Science and Engineering. 7 (12), pp. 1059-1069.Similarity analysis of the momentum field of a subsonic, plane air jet with varying jet-exit and local Reynolds numbers
Deo, Ravinesh C., Nathan, Graham J. and Mi, Jianchun. 2013. "Similarity analysis of the momentum field of a subsonic, plane air jet with varying jet-exit and local Reynolds numbers." Physics of Fluids. 25 (1). https://doi.org/10.1063/1.4776782Payments to landholders for managing water, land and ecosystems (WLE) in coastal agricultural catchments for protecting the Great Barrier Reef
Maraseni, Tek N. and Hanjra, Munir A.. 2014. "Payments to landholders for managing water, land and ecosystems (WLE) in coastal agricultural catchments for protecting the Great Barrier Reef." Mohammed, Essam Yassin (ed.) Economic incentives for marine and coastal conservation: prospects, challenges and policy implications. Abingdon, Oxon. United Kingdom. Routledge. pp. 190-209Major drivers of deforestation and forest degradation in developing countries and REDD+
Pandey, Shiva S., Cockfield, Geoff and Maraseni, Tek Narayan. 2013. "Major drivers of deforestation and forest degradation in developing countries and REDD+." International Journal of Forest Usufructs Management. 14 (1), pp. 99-107.Quality-of-governance standards for carbon emissions trading: developing REDD+ governance through a multi-stage, multi-level and multi-stakeholder approach
Lopez-Casero, Federico, Cadman, Tim and Maraseni, Tek. 2013. Quality-of-governance standards for carbon emissions trading: developing REDD+ governance through a multi-stage, multi-level and multi-stakeholder approach. Hayama, Japan. Institute for Global Environmental Strategies (IGES).Agriculture: energy use and conservation
Chen, Guangnan and Maraseni, Tek Narayan. 2013. "Agriculture: energy use and conservation." Jorgensen, S. E. (ed.) Encyclopedia of environmental management. New York, NY. United States. CRC Press. pp. 129-137Assessment of gases emission from the operation of the semi-aerobic landfill site by solid waste of Kathmandu Valley, Nepal
Devkota, Rohini Prasad, Cockfield, Geoff, Maraseni, Tek Narayan, Bhattarai, Rabi and Devkota, Bhupendra. 2012. "Assessment of gases emission from the operation of the semi-aerobic landfill site by solid waste of Kathmandu Valley, Nepal." Environmental Research Journal. 6 (3), pp. 182-186. https://doi.org/10.3923/erj.2012.182.186The tradeoffs between water savings and GHG emissions in irrigated agriculture
Mushtaq, Shahbaz, Maraseni, Tek and Reardon-Smith, Kate. 2013. "The tradeoffs between water savings and GHG emissions in irrigated agriculture." Quarisa, Iva (ed.) Irrigation Australia Regional Conference 2013: Sharing Irrigation Knowledge for Better Outcomes. Griffith, Australia 28 - 30 May 2013 Sydney, Australia.More equal than others? A comparative analysis of state and non-state perceptions of interest representation and decision-making in REDD+ negotiations
Cadman, Tim and Maraseni, Tek. 2013. "More equal than others? A comparative analysis of state and non-state perceptions of interest representation and decision-making in REDD+ negotiations." Innovation: the European Journal of Social Science Research. 26 (3), pp. 214-230. https://doi.org/10.1080/13511610.2013.771880Indigenous knowledge for climate change induced flood adaptation in Nepal
Devkota, Rohini Prasad, Maraseni, Tek Narayan, Cockfield, Geoff and Devkota, Laxmi Prasad. 2013. "Indigenous knowledge for climate change induced flood adaptation in Nepal." The International Journal of Climate Change: Impacts and Responses. 5 (1), pp. 35-46.Perceived community-based flood adaptation strategies under climate change in Nepal
Devkota, Rohini Prasad, Cockfield, Geoff and Maraseni, Tek Narayan. 2014. "Perceived community-based flood adaptation strategies under climate change in Nepal." International Journal of Global Warming. 6 (1), pp. 113-124. https://doi.org/10.1504/IJGW.2014.058758Seasonal variations in the subsurface ultraviolet-B on an inshore Pacific coral reef ecosystem
Downs, Nathan J., Schouten, Peter W. and Parisi, Alfio V.. 2013. "Seasonal variations in the subsurface ultraviolet-B on an inshore Pacific coral reef ecosystem." Photochemistry and Photobiology. 89 (5), pp. 1234-1243. https://doi.org/10.1111/php.12101Climate change and water security: estimating the greenhouse gas costs of achieving water security through investments in modern irrigation technology
Mushtaq, S., Maraseni, T. N. and Reardon-Smith, K.. 2013. "Climate change and water security: estimating the greenhouse gas costs of achieving water security through investments in modern irrigation technology." Agricultural Systems. 117, pp. 78-89. https://doi.org/10.1016/j.agsy.2012.12.009Making small-scale classroom greenhouse gas flux calculations using a handmade gas capture hood
Schouten, Peter W., Sharma, Ashok, Burn, Stewart, Goodman, Nigel, Parisi, Alfio, Downs, Nathan and Lemckert, Charles. 2013. "Making small-scale classroom greenhouse gas flux calculations using a handmade gas capture hood." Teaching Science: The Journal of the Australian Science Teachers Association. 59 (1), pp. 48-53.Flood vulnerability through the eyes of vulnerable people in mid-western Terai of Nepal
Devkota, Rohini Prasad, Maraseni, Tek Narayan, Cockfield, Geoff and Devkota, Laxmi Prasad. 2013. "Flood vulnerability through the eyes of vulnerable people in mid-western Terai of Nepal." Journal of Earth Science and Climactic Change. 4 (1), pp. 1-7. https://doi.org/10.4172/2157-7617.1000132Governing the forests: an institutional analysis of REDD+ and community forest management in Asia
de Oliveira, Jose Puppim, Cadman, Tim, Ma, Hwan Ok, Maraseni, Tek, Koli, Anar, Jadhav, Yogesh D. and Prabowo, Dede. 2013. Governing the forests: an institutional analysis of REDD+ and community forest management in Asia. Yokohama, Japan. International Tropical Timber Organization (ITTO) / United Nations University Institute of Advanced Studies (UNU-IAS), Yokohama, Japan.Development of draft quality-of-governance standards for climate change mitigation and beyond: groundtruthing of developed verifiers in REDD+ pilot area, Nepal
Maraseni, Tek, Neupane, Prem Raj, Lopez, Federcio and Cadman, Tim. 2012. Development of draft quality-of-governance standards for climate change mitigation and beyond: groundtruthing of developed verifiers in REDD+ pilot area, Nepal. Brisbane, Australia. Griffith University.Household carbon dioxide emissions from peasants and herdsmen in northwestern arid-alpine regions, China
Qu, Jiansheng, Zeng, Jingjing, Li, Yan, Wang, Qin, Maraseni, Tek, Zhang, Lihua, Zhang, Zhiqiang and Clarke-Sather, Abigail. 2013. "Household carbon dioxide emissions from peasants and herdsmen in northwestern arid-alpine regions, China." Energy Policy. 57, pp. 133-140. https://doi.org/10.1016/j.enpol.2012.12.065Dosimetric investigation of the solar erythemal UV radiation protection provided by beards and moustaches
Parisi, A. V., Turnbull, D. J., Downs, N. and Smith, D.. 2012. "Dosimetric investigation of the solar erythemal UV radiation protection provided by beards and moustaches." Radiation Protection Dosimetry. 150 (3), pp. 278-282. https://doi.org/10.1093/rpd/ncr418A practical science investigation for middle school students: designing a simple cost effective chemical solar radiation dosimeter
Downs, Nathan, Larsen, Kim, Parisi, Alfio, Schouten, Peter and Brennan, Chris. 2012. "A practical science investigation for middle school students: designing a simple cost effective chemical solar radiation dosimeter." Teaching Science: The Journal of the Australian Science Teachers Association. 58 (1), pp. 48-51.Determination of the usage of shade structures via a dosimetry technique
Parisi, Alfio V., Eley, Robert and Downs, Nathan. 2012. "Determination of the usage of shade structures via a dosimetry technique." Photochemistry and Photobiology. 88 (4), pp. 1012-1015. https://doi.org/10.1111/j.1751-1097.2012.01111.xInfluence of high levels of cloud cover on vitamin D effective and erythemal solar UV irradiances
Parisi, Alfio V., Turnbull, David J. and Downs, Nathan J.. 2012. "Influence of high levels of cloud cover on vitamin D effective and erythemal solar UV irradiances." Photochemical and Photobiological Sciences. 11 (12), pp. 1855-1859. https://doi.org/10.1039/c2pp25160dClimate variability analysis for Diuron application
Mushtaq, Shahbaz, Stone, Roger, Marcussen, Torben, Pudmenzky, Christa and Maraseni, Tek. 2012. Climate variability analysis for Diuron application. Toowoomba, Australia. University of Southern Queensland.Annual measurement of solar UVB at a reef site using a polyphenylene oxide dosimeter
Downs, Nathan, Parisi, Alfio V. and Schouten, Peter. 2012. "Annual measurement of solar UVB at a reef site using a polyphenylene oxide dosimeter." Yellowlees, D. and Hughes, T. P. (ed.) 12th International Coral Reef Symposium. Cairns, Australia 09 - 13 Jul 2012 Townsville, Australia.Modelling impacts of vegetation cover change on regional climate
McAlpine, Clive A., Syktus, Jozef I., Deo, Ravinesh C., Lawrence, Peter J., McGowan, Hamish A., Watterson, Ian G. and Phinn, Stuart R.. 2009. Modelling impacts of vegetation cover change on regional climate. Canberra, Australia. Land and Water Australia.Evolution of agroforestry based farming systems: a study of Dhanusha District, Nepal
Dhakal, Arun, Cockfield, Geoff and Maraseni, Tek Narayan. 2012. "Evolution of agroforestry based farming systems: a study of Dhanusha District, Nepal." Agroforestry Systems. 86 (1), pp. 17-33. https://doi.org/10.1007/s10457-012-9504-xRainfall index insurance as an approach to manage climate change induced drought
Adeyinka, A., Krishnamurti, C., Maraseni, T. N. and Chantarat, S.. 2012. "Rainfall index insurance as an approach to manage climate change induced drought." Climate Adaptation in Action 2012: Sharing Knowledge to Adapt (NCCARF 2012). Melbourne, Australia 26 - 28 Jun 2012 Brisbane, Australia.Selecting a CDM investor in China: a critical analysis
Maraseni, Tek Narayan. 2013. "Selecting a CDM investor in China: a critical analysis." Energy Policy. 53, pp. 484-489. https://doi.org/10.1016/j.enpol.2012.11.019Integrated analysis for a carbon- and water-constrained future: an assessment of drip irrigation in a lettuce production system in eastern Australia
Maraseni, T. N., Mushtaq, S. and Reardon-Smith, K.. 2012. "Integrated analysis for a carbon- and water-constrained future: an assessment of drip irrigation in a lettuce production system in eastern Australia." Journal of Environmental Management. 111, pp. 220-226. https://doi.org/10.1016/j.jenvman.2012.07.020Mean exposure fractions of human body solar UV exposure patterns for application in different ambient climates
Downs, Nathan and Parisi, Alfio. 2012. "Mean exposure fractions of human body solar UV exposure patterns for application in different ambient climates." Photochemistry and Photobiology. 88 (1), pp. 223-226. https://doi.org/10.1111/j.1751-1097.2011.01025.xClimate change, poverty and livelihoods: adaptation practices by rural mountain communities in Nepal
Gentle, Popular and Maraseni, Tek Narayan. 2012. "Climate change, poverty and livelihoods: adaptation practices by rural mountain communities in Nepal." Environmental Science and Policy. 21, pp. 24-34. https://doi.org/10.1016/j.envsci.2012.03.007Fine-scale habitat modelling of wildlife species using spatial information tools
Zainol Zanariah, W. N., Apan, A., Le Brocque, A. F. and Maraseni, T. N.. 2012. "Fine-scale habitat modelling of wildlife species using spatial information tools." 2nd Malaysian Postgraduate Conference (MPC 2012). Gold Coast, Australia 07 - 09 Jul 2012 Sydney, Australia.Climate change, water security and the need for integrated policy development: the case of on-farm infrastructure investment in the Australian irrigation sector
Maraseni, T. N., Mushtaq, S. and Reardon-Smith, K.. 2012. "Climate change, water security and the need for integrated policy development: the case of on-farm infrastructure investment in the Australian irrigation sector." Environmental Research Letters. 7 (3), pp. 1-12. https://doi.org/10.1088/1748-9326/7/3/034006Alternative methods for the reduction of evaporation: practical exercises for the science classroom
Schouten, Peter, Putland, Sam, Lemckert, Charles J., Parisi, Alfio V. and Downs, Nathan. 2012. "Alternative methods for the reduction of evaporation: practical exercises for the science classroom." Physics Education. 47 (2), pp. 202-210. https://doi.org/10.1088/0031-9120/47/2/202Carbon sequestration potential of spotted gum (Corymbia citriodora subspecies Variegata) in south east Queensland, Australia
Salcedo, Precila G., Maraseni, Tek Narayan and McDougall, Kevin. 2012. "Carbon sequestration potential of spotted gum (Corymbia citriodora subspecies Variegata) in south east Queensland, Australia." International Journal of Environmental Studies. 69 (5), pp. 770-784. https://doi.org/10.1080/00207233.2012.715833Enhancing the value of multiple use plantations: a case study from southeast Queensland, Australia
Maraseni, Tek Narayan, Cockfield, Geoff, Cadman, Tim, Chen, Guangnan and Qu, Jiansheng. 2012. "Enhancing the value of multiple use plantations: a case study from southeast Queensland, Australia." Agroforestry Systems. 86 (3), pp. 451-462. https://doi.org/10.1007/s10457-012-9506-8Human energy expenditure in lowland rice cultivation in Malaysia
Nawi, N. M., Yahya, A., Chen, G., Bockari-Gevao, S. M. and Maraseni, T. N.. 2012. "Human energy expenditure in lowland rice cultivation in Malaysia." Journal of Agricultural Safety and Health. 18 (1), pp. 45-56. https://doi.org/10.13031/2013.41232On meteorological droughts in tropical Pacific Islands: time-series analysis of observed rainfall using Fiji as a case study
Deo, Ravinesh C.. 2011. "On meteorological droughts in tropical Pacific Islands: time-series analysis of observed rainfall using Fiji as a case study." Meteorological Applications. 18 (2), pp. 171-180. https://doi.org/10.1002/met.216The perception of Nepal's Tharu community in regard to climate change and its impacts on their livelihoods
Devkota, Rohini Prasad, Babracharya, Babina, Maraseni, Tek Narayan, Cockfield, Geoff and Upadhyay, Bidur Prasad. 2011. "The perception of Nepal's Tharu community in regard to climate change and its impacts on their livelihoods." International Journal of Environmental Studies. 68 (6), pp. 937-946. https://doi.org/10.1080/00207233.2011.587282The governance of REDD+: an institutional analysis in the Asia Pacific region and beyond
Cadman, Tim and Maraseni, Tek. 2012. "The governance of REDD+: an institutional analysis in the Asia Pacific region and beyond." Journal of Environmental Planning and Management. 55 (5), pp. 617-635. https://doi.org/10.1080/09640568.2011.619851Including the costs of water and greenhouse gas emissions in a reassessment of the profitability of irrigation
Maraseni, T. N. and Cockfield, G.. 2012. "Including the costs of water and greenhouse gas emissions in a reassessment of the profitability of irrigation." Agricultural Water Management. 103 (1), pp. 25-32. https://doi.org/10.1016/j.agwat.2011.10.014The influence of Reynolds number on a plane jet
Deo, Ravinesh C., Mi, Jianchun and Nathan, Graham J.. 2008. "The influence of Reynolds number on a plane jet." Physics of Fluids. 20 (7). https://doi.org/10.1063/1.2959171Impact of land cover change on regional climate and El Nino in Australia
Syktus, J., Deo, R. C., McAlpine, C. A., McGowan, H. A. and Phinn, S.. 2007. "Impact of land cover change on regional climate and El Nino in Australia." Oxley, Les and Kulasiri, Don (ed.) 17th International Congress on Modelling and Simulation (MODSIM07). Christchurch, New Zealand 10 - 13 Dec 2007 Australia. Modelling and Simulation Society of Australia and New Zealand .On Australian heat waves: time series analysis of extreme temperature events in Australia, 1950 - 2005
Deo, R. C., McAlpine, C. A., Syktus, J., McGowan, H. A. and Phinn, S.. 2007. "On Australian heat waves: time series analysis of extreme temperature events in Australia, 1950 - 2005." Oxley, Les and Kulasiri, Don (ed.) 17th International Congress on Modelling and Simulation (MODSIM07). Christchurch, New Zealand 10 - 13 Dec 2007 Australia. Modelling and Simulation Society of Australia and New Zealand .Characterization of turbulent jets from high-aspect-ratio rectangular nozzles
Mi, J., Deo, R. C. and Nathan, G. J.. 2005. "Characterization of turbulent jets from high-aspect-ratio rectangular nozzles." Physics of Fluids. 17 (6). https://doi.org/10.1063/1.1928667Dynamics of precipitation climatology of the Southwest Pacific Region
Deo, Ravinesh Chand. 2001. Dynamics of precipitation climatology of the Southwest Pacific Region. Masters Thesis Master of Science (Research). University of Canterbury, New Zealand.Discrimination of remnant tree species and regeneration stages in Queensland, Australia using hyperspectral imagery
Apan, Armando, Phinn, Stuart and Maraseni, Tek. 2009. "Discrimination of remnant tree species and regeneration stages in Queensland, Australia using hyperspectral imagery." Luo, Bin (ed.) WHISPERS 2009: Evolution in Remote Sensing. Grenoble, France 26 - 28 Aug 2009 Piscataway, NJ. United States. https://doi.org/10.1109/WHISPERS.2009.5288981Reforestation dynamics in the context of climate change in Australia: estimation of whole of farm emissions from primary industry in Australia
Maraseni, Tek Narayan. 2009. Reforestation dynamics in the context of climate change in Australia: estimation of whole of farm emissions from primary industry in Australia. Saarbrucken, Germany. VDM Verlag Dr. Muller.Expanding woodland regeneration on marginal southern Queensland pastures using market-based instruments: a landowners' perspective
Maraseni, T. N. and Dargusch, P.. 2008. "Expanding woodland regeneration on marginal southern Queensland pastures using market-based instruments: a landowners' perspective." Australasian Journal of Environmental Management. 15 (2), pp. 104-112.Re-evaluating land use choices to incorporate carbon values: a case study in the South Burnett region of Queensland, Australia
Maraseni, Tek Narayan. 2007. Re-evaluating land use choices to incorporate carbon values: a case study in the South Burnett region of Queensland, Australia. PhD Thesis Doctor of Philosophy. University of Southern Queensland.Understanding the UVA environment at a sub-tropical site and its consequent impact on human UVA exposure
Kimlin, Michael G., Parisi, Alfio, Sabburg, Jeff and Downs, Nathan. 2002. "Understanding the UVA environment at a sub-tropical site and its consequent impact on human UVA exposure." Photochemical and Photobiological Sciences. 1 (7), pp. 478-482. https://doi.org/10.1039/b200844kHuman UVA exposures estimated from ambient UVA measurements
Kimlin, Michael G., Parisi, Alfio and Downs, Nathan. 2003. "Human UVA exposures estimated from ambient UVA measurements." Photochemical and Photobiological Sciences. 2 (4), pp. 365-369. https://doi.org/10.1039/b207953dComparison of human facial UV exposure at high and low latitudes and the potential impact on dermal vitamin D production
Kimlin, M. G., Downs, N. J. and Parisi, A. V.. 2003. "Comparison of human facial UV exposure at high and low latitudes and the potential impact on dermal vitamin D production." Photochemical and Photobiological Sciences. 2 (4), pp. 370-375. https://doi.org/10.1039/b211830kAnalysis of spacing for spotted gum plantations for maximising merchantable logs' volume in South East Queensland, Australia
Maraseni, Tek Narayan, Cockfield, Geoff and Apan, Armando. 2007. "Analysis of spacing for spotted gum plantations for maximising merchantable logs' volume in South East Queensland, Australia." Harrison, Steve, Herbohn, John and Bosch, Annerine (ed.) IUFRO 3.08 Conference: Improving The Triple Bottom Line Returns From Small-scale Forestry. Ormoc City, The Philippines 17 - 21 Jun 2007 Queensland, Australia.University graduates' quantitative skills and industries' needs
Nooriafshar, Mehryar and Maraseni, Tek Narayan. 2007. "University graduates' quantitative skills and industries' needs." Burge, Andrew (ed.) 6th Annual Hawaii International Conference on Statistics, Mathematics and Related Fields. Hawaii, United States 17 - 19 Jan 2007 Hawaii, USA.Variation of the enhanced biologically damaging solar UV due to clouds
Parisi, Alfio and Downs, Nathan. 2004. "Variation of the enhanced biologically damaging solar UV due to clouds." Photochemical and Photobiological Sciences. 3 (7), pp. 643-647. https://doi.org/10.1039/b402035aClimatology of tropical cyclones in the South Pacific Region and their relationships to El Niño events
Deo, Ravinesh C.. 2004. "Climatology of tropical cyclones in the South Pacific Region and their relationships to El Niño events." 16th Australia New Zealand Climate Forum: Climate and Water (ANZCF2004). Lorne, Australia 08 - 10 Nov 2004 Lorne, Vic, Australia.Designing an evaluation of a tertiary preparatory program within the university context
Deo, Ravinesh. 2011. "Designing an evaluation of a tertiary preparatory program within the university context." PAMA 2011: Global Educators for Contemporary Learning Communities. Toowoomba, Australia 30 May - 10 Jun 2011 Toowoomba, Australia.Analysis of spacing for spotted gum plantations for maximizing merchantable logs' volume in Southeast Queensland, Australia
Maraseni, Tek N., Cockfield, Geoff and Apan, Armando. 2011. "Analysis of spacing for spotted gum plantations for maximizing merchantable logs' volume in Southeast Queensland, Australia." Journal of Sustainable Forestry. 30 (7), pp. 619-636. https://doi.org/10.1080/10549811.2010.550548Technological change in the Australian irrigation industry: implications for future resource management and policy development
Maraseni, Tek N. and Mushtaq, Shahbaz. 2011. "Technological change in the Australian irrigation industry: implications for future resource management and policy development." Thompson, Chris (ed.) Irrigation 2011: New Horizons, Fresh Ideas Regional Conference and Exhibition. Launceston, Australia 22 - 25 Aug 2011 Sydney, Australia.Basal and squamous cell carcinoma risks for golfers: an assessment of the influence of tee time for latitudes in the northern and southern hemispheres
Downs, Nathan, Parisi, Alfio and Schouten, Peter. 2011. "Basal and squamous cell carcinoma risks for golfers: an assessment of the influence of tee time for latitudes in the northern and southern hemispheres." Journal of Photochemistry and Photobiology, B: Biology. 105 (1), pp. 98-105. https://doi.org/10.1016/j.jphotobiol.2011.07.007Modeling the impact of historical land cover change on Australia's regional climate
McAlpine, C. A., Syktus, J., Deo, R. C., Lawrence, P. J., McGowan, H. A., Watterson, I. G. and Phinn, Stuart. 2007. "Modeling the impact of historical land cover change on Australia's regional climate." Geophysical Research Letters. 34 (22), pp. L22711-1. https://doi.org/10.1029/2007GL031524Technological change in the Australian irrigation industry: implications for future resource management and policy development
Mushtaq, Shahbaz and Maraseni, Tek Narayan. 2011. Technological change in the Australian irrigation industry: implications for future resource management and policy development. Canberra, Australia. National Water Commission.Variable wind speed and evaporation rates: a practical and modelling exercise for high school physics and multi-strand science classes
Schouten, Peter, Lemckert, Charles, Parisi, Alfio, Downs, Nathan, Underhill, Ian and Turner, Geoff. 2011. "Variable wind speed and evaporation rates: a practical and modelling exercise for high school physics and multi-strand science classes." Teaching Science: The Journal of the Australian Science Teachers Association. 57 (2), pp. 47-51.Chemical films and monolayers on the water surface and their interactions with ultraviolet radiation: a pilot investigation
Schouten, Peter, Lemckert, Charles, Turnbull, David, Parisi, Alfio, Downs, Nathan, Underhill, Ian and Turner, Geoff. 2011. "Chemical films and monolayers on the water surface and their interactions with ultraviolet radiation: a pilot investigation." Measurement Science and Technology. 22 (6), pp. 1-15. https://doi.org/10.1088/0957-0233/22/6/065703Does the adoption of zero tillage reduce greenhouse gas emissions? An assessment for the grains industry in Australia
Maraseni, T. N. and Cockfield, G.. 2011. "Does the adoption of zero tillage reduce greenhouse gas emissions? An assessment for the grains industry in Australia." Agricultural Systems. 104 (6), pp. 451-458. https://doi.org/10.1016/j.agsy.2011.03.002Impacts of land use/land cover change on climate and future research priorities
Mahmood, Rezaul, Pielke, Roger A., Hubbard, Kenneth G., Niyogi, Dev, Bonan, Gordon, Lawrence, Peter, McNider, Richard, McAlpine, Clive, Etter, Andres, Gameda, Samuel, Qian, Budong, Carleton, Andrew, Beltran-Przekurat, Adriana, Chase, Thomas, Quintanar, Arturo I., Adegoke, Jimmy O., Vezhapparambu, Sajith, Conner, Glen, Asefi, Salvi, ..., Syktus, Jozef. 2010. "Impacts of land use/land cover change on climate and future research priorities." Bulletin of the American Meteorological Society. 91 (1), pp. 37-46. https://doi.org/10.1175/2009BAMS2769.1On the influence of initial conditions on a turbulent plane jet: the role of nozzle exit area
Deo, Ravinesh C., Nathan, Graham Jerold and Mi, Jianchun. 2010. "On the influence of initial conditions on a turbulent plane jet: the role of nozzle exit area." Mallinson, G. D. and Cater, J. E. (ed.) 17th Australasian Fluid Mechanics Conference (AFMC 2010). Auckland, New Zealand 05 - 09 Dec 2010 Auckland, New Zealand.Beyond the Carbon Economy: The Energy Law in Transition by Donald N. Zillman, Catherine Redgwell, Yinka O. Omorogbe and Lila K. Barrera-Hernandaz
Mushtaq, Shahbaz and Maraseni, Tek N.. 2010. "Beyond the Carbon Economy: The Energy Law in Transition by Donald N. Zillman, Catherine Redgwell, Yinka O. Omorogbe and Lila K. Barrera-Hernandaz ." International Journal of Environmental Studies. 67 (1), pp. 90-93. https://doi.org/10.1080/00207230903034647Socio-economic implications of climate change with regard to forests and forest management. Contribution of work package 3 to the forest vulnerability assessment
Cockfield, Geoff, Maraseni, Tek, Buys, Laurie, Sommerfeld, Jeffrey, Wilson, Clevo and Athukorala, Wasantha. 2011. Socio-economic implications of climate change with regard to forests and forest management. Contribution of work package 3 to the forest vulnerability assessment. Gold Coast, Australia. National Climate Change Adaptation Research Facility (NCCARF).Solar UV radiation in schools: issues and risks for children and adolescents
Downs, Nathan and Parisi, Alfio. 2011. "Solar UV radiation in schools: issues and risks for children and adolescents." Household and Personal Care Today. 4, pp. 10-12.Solar ultraviolet radiation incident upon reef snorkelers determined by consideration of the partial immersion of dosimeters in the natural ocean environment
Downs, Nathan, Parisi, Alfio and Schouten, Peter. 2011. "Solar ultraviolet radiation incident upon reef snorkelers determined by consideration of the partial immersion of dosimeters in the natural ocean environment." Measurement Science and Technology. 22 (1), pp. 1-9. https://doi.org/10.1088/0957-0233/22/1/015801An analysis of Chinese perceptions on unilateral Clean Development Mechanism (uCDM) projects
Maraseni, Tek Narayan and Xinquan, Gao. 2011. "An analysis of Chinese perceptions on unilateral Clean Development Mechanism (uCDM) projects." Environmental Science and Policy. 14 (3), pp. 339-346. https://doi.org/10.1016/j.envsci.2010.11.010Sunlight and ultraviolet radiation
Parisi, Alfio, Schouten, Peter, Turnbull, David J., Turner, Joanna and Downs, Nathan. 2010. "Sunlight and ultraviolet radiation." Tuncer, A. Murat (ed.) Cancer report 2010. Ankara, Turkey. New Hope in Health Foundation.Lawn bowls and solar ultraviolet radiation in Australia: exposures, risks and potential benefits for the production of vitamin D
Downs, Nathan, Turnbull, David, Parisi, Alfio, Schouten, Peter and Turner, Joanna. 2010. "Lawn bowls and solar ultraviolet radiation in Australia: exposures, risks and potential benefits for the production of vitamin D." AHMR 2010: 5th Australian Health and Medical Research Congress. Melbourne, Australia 14 - 18 Nov 2010 Sydney, Australia.Links between native forest and climate in Australia
Deo, Ravinesh C.. 2011. "Links between native forest and climate in Australia." Weather. 66 (3), pp. 64-69. https://doi.org/10.1002/wea.659Techniques for solar dosimetry in different environments
Parisi, Alfio V., Turnbull, David J., Schouten, Peter, Downs, Nathan and Turner, Joanna. 2010. "Techniques for solar dosimetry in different environments." Gao, Wei, Schmoldt, Daniel L. and Slusser, James R. (ed.) UV radiation in global climate change: measurements, modeling and effects on ecosystems. Heidelberg, Germany. Springer. pp. 192-204Sunlight and solar cells: teaching digital design and communication through the development of a simple monitoring station
Downs, Nathan and Parisi, Alfio. 2010. "Sunlight and solar cells: teaching digital design and communication through the development of a simple monitoring station." Teaching Science: The Journal of the Australian Science Teachers Association. 56 (4), pp. 52-58.Solar UV exposures measured simultaneously to all arbitrarily oriented leaves on a plant
Parisi, Alfio, Schouten, Peter, Downs, Nathan and Turner, Joanna. 2010. "Solar UV exposures measured simultaneously to all arbitrarily oriented leaves on a plant." Journal of Photochemistry and Photobiology, B: Biology. 99 (2), pp. 87-92. https://doi.org/10.1016/j.jphotobiol.2010.02.010Crops, cows or timber? Including carbon values in land use choices
Maraseni, Tek Narayan and Cockfield, Geoff. 2011. "Crops, cows or timber? Including carbon values in land use choices." Agriculture, Ecosystems and Environment. 140 (1-2), pp. 280-288. https://doi.org/10.1016/j.agee.2010.12.015The governance of climate change: evaluating the governance quality and legitimacy of the United Nations' REDD-plus programme
Cadman, Tim and Maraseni, Tek. 2011. "The governance of climate change: evaluating the governance quality and legitimacy of the United Nations' REDD-plus programme." The International Journal of Climate Change: Impacts and Responses. 2 (3), pp. 103-124.Towards a faster and broader application of biochar: appropriate marketing mechanisms
Maraseni, Tek Narayan, Chen, Guangnan and Qian, Guangren. 2010. "Towards a faster and broader application of biochar: appropriate marketing mechanisms." International Journal of Environmental Studies. 67 (6), pp. 851-860. https://doi.org/10.1080/00207233.2010.533892Afforestation of agricultural land with spotted gum (Corymbia citriodora)increases soil carbon and nitrogen in a Ferrosol
Mathers, Nicole, Dalal, Ram, Maraseni, Tek, Allen, Diane and Moody, Phil. 2010. "Afforestation of agricultural land with spotted gum (Corymbia citriodora)increases soil carbon and nitrogen in a Ferrosol." Gilkes, Robert J. and Prakongkep, Nattaporn (ed.) 19th World Congress of Soil Science (WCSS 2010): Soil Solutions for a Changing World. Brisbane, Australia 01 - 06 Aug 2010 Warragul, Australia.The simulated impact of land cover change on climate extremes in eastern Australia
Deo, R. C., Syktus, J. I., McAlpine, C. A. and Wong, K. K.. 2009. "The simulated impact of land cover change on climate extremes in eastern Australia." Anderssen, R. S., Braddock, R. D. and Newham, L. T. H. (ed.) 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation. Cairns, Australia 13 - 17 Jul 2009 Canberra, Australia. Modelling and Simulation Society of Australia and New Zealand .An assessment of greenhouse gas emissions: implications for the Australian cotton industry
Maraseni, T. N., Cockfield, G. and Maroulis, J.. 2010. "An assessment of greenhouse gas emissions: implications for the Australian cotton industry." The Journal of Agricultural Science. 148 (5), pp. 501-510. https://doi.org/10.1017/S002185960999058XSun exposure, shade and vitamin D: a practical activity for the Australian climate and curriculum
Turnbull, David, Parisi, Alfio and Downs, Nathan. 2010. "Sun exposure, shade and vitamin D: a practical activity for the Australian climate and curriculum." Teaching Science: The Journal of the Australian Science Teachers Association. 56 (3), pp. 43-45.Analysing the levels of human-induced greenhouse gas emissions from land use, land use change and forestry activities on Annex I countries ability to meet Kyoto targets
Maraseni, Tek Narayan, Maroulis, Jerry and Nooriafshar, Mehryar. 2010. "Analysing the levels of human-induced greenhouse gas emissions from land use, land use change and forestry activities on Annex I countries ability to meet Kyoto targets." International Journal of Environment and Pollution. 42 (4), pp. 301-316. https://doi.org/10.1504/IJEP.2010.035346An assessment of greenhouse gas emissions from the Australian vegetables industry
Maraseni, Tek N., Cockfield, Geoff, Maroulis, Jerry and Chen, Guangnan. 2010. "An assessment of greenhouse gas emissions from the Australian vegetables industry." Journal of Environmental Science and Health Part B: Pesticides, Food Contaminants, and Agricultural Wastes. 45 (6), pp. 578-588. https://doi.org/10.1080/03601234.2010.493497A review of research on forest-related environmental markets (including certification schemes, bioenergy, carbon markets and other ecosystem services)
Dargusch, P., Maraseni, T. N. and Schmidt, P.. 2010. "A review of research on forest-related environmental markets (including certification schemes, bioenergy, carbon markets and other ecosystem services)." CAB Reviews: Perspectives in Agriculture, Veterinary Science, Nutrition and Natural Resources. 5 (022), pp. 1-12. https://doi.org/10.1079/PAVSNNR20105022Should agriculture be included in an emissions trading system? The evolving case study of the Australian emissions trading scheme
Maraseni, Tek Narayan. 2009. "Should agriculture be included in an emissions trading system? The evolving case study of the Australian emissions trading scheme." International Journal of Environmental Studies. 66 (6), pp. 689-704. https://doi.org/10.1080/00207230903299364Biochar: maximising the benefits
Maraseni, Tek Narayan. 2010. "Biochar: maximising the benefits." International Journal of Environmental Studies. 67 (3), pp. 319-327. https://doi.org/10.1080/00207231003612225Effect of exit Reynolds number on self-preservation of a plane jet
Mi, Jianchun, Feng, Baoping, Deo, Ravinesh C. and Nathan, Graham J.. 2009. "Effect of exit Reynolds number on self-preservation of a plane jet." Chinese Physics B. 58 (11), pp. 7756-7764.Extensions in pen ink dosimetry: ultraviolet calibration applications for primary and secondary schools
Downs, Nathan, Parisi, Alfio, Powell, Samantha, Brennan, Chris and Turner, Joanna. 2010. "Extensions in pen ink dosimetry: ultraviolet calibration applications for primary and secondary schools." Teaching Science: The Journal of the Australian Science Teachers Association. 56 (1), pp. 51-56.Measuring ultraviolet radiation underwater: a practical application of the Beer-Lambert-Bouguer law for high school physics
Schouten, Peter, Parisi, Alfio and Downs, Nathan. 2009. "Measuring ultraviolet radiation underwater: a practical application of the Beer-Lambert-Bouguer law for high school physics." Teaching Science: The Journal of the Australian Science Teachers Association. 55 (4), pp. 50-54.An assessment of silvipasture potential in southeast Queensland, Australia
Maraseni, Tek N., Cockfield, Geoff and Maroulis, Jerry. 2009. "An assessment of silvipasture potential in southeast Queensland, Australia." Australasian Journal of Regional Studies. 15 (3), pp. 297-310.A continent under stress: interactions, feedbacks and risks associated with impact of modified land cover on Australia's climate
McAlpine, C. A., Syktus, J., Ryan, J. G., Deo, R. C., McKeon, G. M., McGowan, H. A. and Phinn, S. R.. 2009. "A continent under stress: interactions, feedbacks and risks associated with impact of modified land cover on Australia's climate." Global Change Biology. 15 (9), pp. 2206-2223. https://doi.org/10.1111/j.1365-2486.2009.01939.xMeasurements of the anatomical distribution of erythemal ultraviolet: a study comparing exposure distribution to the site incidence of solar keratoses, basal cell carcinoma and squamous cell carcinoma
Downs, Nathan and Parisi, Alfio. 2009. "Measurements of the anatomical distribution of erythemal ultraviolet: a study comparing exposure distribution to the site incidence of solar keratoses, basal cell carcinoma and squamous cell carcinoma." Photochemical and Photobiological Sciences. 8 (8), pp. 1195-1201. https://doi.org/10.1039/b901741kUltraviolet exposures in different playground settings: a cohort study of measurements performed in a school population
Downs, Nathan J. and Parisi, Alfio V.. 2009. "Ultraviolet exposures in different playground settings: a cohort study of measurements performed in a school population." Photodermatology, Photoimmunology and Photomedicine. 25 (4), pp. 196-201. https://doi.org/10.1111/j.1600-0781.2009.00441.xSolar UV exposures measured simultaneously to all arbitrarily oriented leaves on a plant
Parisi, A. V., Schouten, P., Downs, N. J. and Turner, J.. 2009. "Solar UV exposures measured simultaneously to all arbitrarily oriented leaves on a plant." MOCA 2009: Our Warming Planet. Montreal, Canada 19 - 29 Jul 2009 Montreal, Canada.Impact of historical land cover change on daily indices of climate extremes including droughts in eastern Australia
Deo, R. C., Syktus, J. I., McAlpine, C. A., Lawrence, P. J., McGowan, H. A. and Phinn, S. R.. 2009. "Impact of historical land cover change on daily indices of climate extremes including droughts in eastern Australia." Geophysical Research Letters. 36 (8), pp. 1-5. https://doi.org/10.1029/2009GL037666Hyperspectral remote sensing of remnant tree species and regeneration stages in the Darling Downs region of Queensland, Australia
Apan, Armando, Phinn, Stuart and Maraseni, Tek Narayan. 2008. "Hyperspectral remote sensing of remnant tree species and regeneration stages in the Darling Downs region of Queensland, Australia." 14th Australasian Remote Sensing and Photogrammetry Conference Incorporating the North Australian Remote Sensing and GIS Conference. Darwin, Australia 29 Sep - 03 Oct 2008 Australia.Experimental investigations of the effect of Reynolds number on a plane jet
Deo, Ravinesh C., Mi, Jianchun and Nathan, Graham J.. 2007. "Experimental investigations of the effect of Reynolds number on a plane jet." Jacobs, Peter A., McIntyre, Tim, Cleary, Matthew J., Buttsworth, David R., Mee, David, Clements, Rose, Morgan, Richard and Lemckert, Charles (ed.) 16th Australasian Fluid Mechanics Conference (AFMC 2007). Gold Coast, Australia 03 - 07 Dec 2007 Brisbane, Australia.Life cycle energy and carbon footprint assessments: agricultural and food products
Chen, Guangnan, Maraseni, Tek and Yang, Zhou. 2010. "Life cycle energy and carbon footprint assessments: agricultural and food products." Capehart, Barney L. (ed.) Encyclopedia of energy engineering and technology. London, United Kingdom. Taylor & Francis. pp. 1-5The influence of nozzle-exit geometric profile on statistical properties of a turbulent plane jet
Deo, Ravinesh C., Mi, Jianchun and Nathan, Graham J.. 2007. "The influence of nozzle-exit geometric profile on statistical properties of a turbulent plane jet." Experimental Thermal and Fluid Science. 32 (2), pp. 545-559. https://doi.org/10.1016/j.expthermflusci.2007.06.004The influence of nozzle aspect ratio on plane jets
Deo, Ravinesh C., Mi, Jianchun and Nathan, Graham J.. 2007. "The influence of nozzle aspect ratio on plane jets." Experimental Thermal and Fluid Science. 31 (8), pp. 825-838. https://doi.org/10.1016/j.expthermflusci.2006.08.009Total rain accumulation and rain-rate analysis for small tropical Pacific islands: a case study of Suva, Fiji
Kumar, Vickal V., Deo, Ravinesh C. and Ramachandran, Visagaperuman. 2006. "Total rain accumulation and rain-rate analysis for small tropical Pacific islands: a case study of Suva, Fiji." Atmospheric Science Letters. 7 (3), pp. 53-58. https://doi.org/10.1002/asl.131Fast-convergent iterative scheme for filtering velocity signals and finding Kolmogorov scales
Mi, Jianchun, Deo, Ravinesh C. and Nathan, Graham J.. 2005. "Fast-convergent iterative scheme for filtering velocity signals and finding Kolmogorov scales." Physical Review E. 71 (6), pp. 1-5. https://doi.org/10.1103/PhysRevE.71.066304An investigation on rainfall patterns and the general circulation in the southwest Pacific region
Deo, Ravinesh C.. 2004. "An investigation on rainfall patterns and the general circulation in the southwest Pacific region." 16th Australia New Zealand Climate Forum: Climate and Water (ANZCF2004). Lorne, Australia 08 - 10 Nov 2004 Lorne, Vic, Australia.Comparison of turbulent jets issuing from rectangular nozzles with and without sidewalls
Deo, Ravinesh C., Nathan, Graham J. and Mi, Jianchun. 2007. "Comparison of turbulent jets issuing from rectangular nozzles with and without sidewalls." Experimental Thermal and Fluid Science. 32 (2), pp. 596-606. https://doi.org/10.1016/j.expthermflusci.2007.06.009Dependence of a plane turbulent jet on its nozzle contraction profile
Deo, Ravinesh C., Mi, Jianchun and Nathan, Graham J.. 2005. "Dependence of a plane turbulent jet on its nozzle contraction profile." Jets, Wakes and Separated Flows: International Conference on Jets, Wakes and Separated Flows (ICJWSF) (2005). Mie, Japan 05 - 08 Oct 2005 Mie, Japan.An investigation of the influence of nozzle aspect ratio on the velocity field of turbulent plane jet
Deo, R. C., Mi, J. and Nathan, G. J.. 2004. "An investigation of the influence of nozzle aspect ratio on the velocity field of turbulent plane jet." Behnia, M., Lin, W. and McBain, G. D. (ed.) 15th Australasian Fluid Mechanics Conference (AFMC 2004). Sydney, Australia 13 - 17 Dec 2004 Sydney, Australia.Comparison of soil carbon in scrubland, cropping land, pasture land and spotted gum land in low rainfall area of Southeast Queensland
Maraseni, Tek Narayan, Mathers, Nicole, Cockfield, Geoff, Apan, Armando and Harms, Ben. 2006. "Comparison of soil carbon in scrubland, cropping land, pasture land and spotted gum land in low rainfall area of Southeast Queensland." World Resource Review. 18 (3), pp. 412-412.Analysing sex ratio variables in Nepal
Maraseni, Tek Narayan, Cockfield, Geoff, Nooriafshar, Mehryar and Apan, Armando. 2006. "Analysing sex ratio variables in Nepal." Burge, Andrew (ed.) 5th Annual Hawaii International Conference on Statistics, Mathematics and Related Fields. Honolulu, Hawaii 16 - 18 Jan 2006 Hawaii, USA.The use of virtual reality in education
Nooriafshar, Mehryar, Williams, Ron and Maraseni, Tek Narayan. 2004. "The use of virtual reality in education." Athiyaman, Adee (ed.) 7th American Society of Business and Behavioral Sciences International Conference (ASBBS 2004). Cairns, Australia 06 - 08 Aug 2004Modelling the environmental and anatomical solar untraviolet distribution in a school playground
Downs, Nathan. 2009. Modelling the environmental and anatomical solar untraviolet distribution in a school playground. PhD Thesis Doctor of Philosophy. University of Southern Queensland.An investigation into identifying factors and building models for prediction of water usage in regional Australia
Nooriafshar, Mehryar and Maraseni, Tek Narayan. 2006. "An investigation into identifying factors and building models for prediction of water usage in regional Australia." Burge, Andrew (ed.) 5th Annual Hawaii International Conference on Statistics, Mathematics and Related Fields. Honolulu, Hawaii 16 - 18 Jan 2006 Hawaii, USA.Measurements of the upper body ultraviolet exposure to golfers: non-melanoma skin cancer risk, and the potential benefits of exposure to sunlight
Downs, Nathan, Schouten, Peter, Parisi, Alfio and Turner, Joanna. 2009. "Measurements of the upper body ultraviolet exposure to golfers: non-melanoma skin cancer risk, and the potential benefits of exposure to sunlight." Photodermatology, Photoimmunology and Photomedicine. 25 (6), pp. 317-324. https://doi.org/10.1111/j.1600-0781.2009.00472.xGreenhouse gas implications of water reuse in the Upper Pumpanga River Integrated Irrigation System, Philippines
Maraseni, Tek Narayan, Mushtaq, Shahbaz, Hafeez, Mohsin and Maroulis, Jerry. 2010. "Greenhouse gas implications of water reuse in the Upper Pumpanga River Integrated Irrigation System, Philippines." Agricultural Water Management. 97 (3), pp. 382-388. https://doi.org/10.1016/j.agwat.2009.10.007An analysis of Australia's carbon pollution reduction scheme
Maraseni, Tek Narayan, Maroulis, Jerry and Cockfield, Geoff. 2009. "An analysis of Australia's carbon pollution reduction scheme." International Journal of Environmental Studies. 66 (5), pp. 591-603. https://doi.org/10.1080/00207230902916190Policy needs in harvesting and marketing of non-timber forest products in Nepal
Maraseni, Tek Narayan and Shivakoti, Ganesh P.. 2009. "Policy needs in harvesting and marketing of non-timber forest products in Nepal." Shaanker, R. Uma, Hiremath, Ankila J., Joseph, Gladwin C. and Rai, Nitin D. (ed.) Non-timber forest products: conservation, management and policy in the tropics. Bangalore, India. Ashoka Trust for Research in Ecology and the Environment (ATREE). pp. 241-252Harvesting techniques and market analysis of selected NTFPs in Nepal
Maraseni, Tek Narayan. 2009. Harvesting techniques and market analysis of selected NTFPs in Nepal. Koln, Germany. Lambert Academic Publishing.Energy and water tradeoffs in enhancing food security: a selective international assessment
Mushtaq, Shahbaz, Maraseni, Tek Narayan, Maroulis, Jerry and Hafeez, Mohsin. 2009. "Energy and water tradeoffs in enhancing food security: a selective international assessment." Energy Policy. 37 (9), pp. 3635-3644. https://doi.org/10.1016/j.enpol.2009.04.030Accounting approaches for valuing forest non-market carbon, soil and medicinal outputs changes in developing countries
Maraseni, Tek Narayan, Cockfield, Geoff and Apan, Armando. 2009. "Accounting approaches for valuing forest non-market carbon, soil and medicinal outputs changes in developing countries." Austrian Journal of Forest Science. 126 (1-2), pp. 77-99.Using the polyphenylene oxide dosimeter for extended underwater UV measurements
Schouten, Peter, Parisi, Alfio, Turnbull, David J. and Downs, Nathan. 2008. "Using the polyphenylene oxide dosimeter for extended underwater UV measurements." 18th National Congress of the Australian Institute of Physics. Adelaide, Australia 30 Nov - 05 Dec 2008 Parkville, Vic, Australia.Modelling personal UV exposure in a school playground
Downs, Nathan and Parisi, Alfio. 2008. "Modelling personal UV exposure in a school playground." 2008 Australian Health and Medical Research Congress. Brisbane, Australia 16 - 21 Nov 2008 Australia.Techniques for solar dosimetry in different ecosystems
Parisi, Alfio, Turnbull, David J., Schouten, Peter, Downs, Nathan and Turner, Joanna. 2008. "Techniques for solar dosimetry in different ecosystems." 18th International Congress of Biometeorology (ICB2008). Tokyo 22 - 26 Sep 2008 Milwaukee, United States.Influence of cloud and solar zenith angle on the diffuse solar erythemal UV short wavelength cut-offs and maximum spectral irradiance wavelengths
Parisi, Alfio V., Turnbull, David J., de Byl, Chris, Schouten, Peter, Turner, Joanna and Downs, Nathan. 2009. "Influence of cloud and solar zenith angle on the diffuse solar erythemal UV short wavelength cut-offs and maximum spectral irradiance wavelengths." Radiation Protection in Australasia. 26 (1), pp. 2-9.Pen ink as an ultraviolet dosimeter
Downs, Nathan, Turner, Joanna, Parisi, Alfio and Spence, Jenny. 2008. "Pen ink as an ultraviolet dosimeter." Teaching Science: The Journal of the Australian Science Teachers Association. 54 (4), pp. 41-44.Modelling ultraviolet exposures in a school environment
Downs, Nathan, Parisi, Alfio, Turner, Joanna and Turnbull, David. 2008. "Modelling ultraviolet exposures in a school environment." Photochemical and Photobiological Sciences. 7 (6), pp. 700-710. https://doi.org/10.1039/b801685bErythemal ultraviolet and Vitamin D effective exposures received by amateur golfers
Schouten, Peter, Downs, Nathan, Parisi, Alfio and Turner, Joanna. 2008. "Erythemal ultraviolet and Vitamin D effective exposures received by amateur golfers." 2008 Australian Health and Medical Research Congress. Brisbane, Australia 16 - 21 Nov 2008 Australia.Greenhouse gas emissions from rice farming inputs: a cross-country assessment
Maraseni, T. N., Mushtaq, S. and Maroulis, J.. 2009. "Greenhouse gas emissions from rice farming inputs: a cross-country assessment." The Journal of Agricultural Science. 147 (2), pp. 117-126. https://doi.org/10.1017/S0021859608008411An analysis of anthropogenic greenhouse gas emissions status of Annex I countries: can they meet Kyoto targets?
Maraseni, Tek N., Maroulis, Jerry and Nooriafshar, Mehryar. 2008. "An analysis of anthropogenic greenhouse gas emissions status of Annex I countries: can they meet Kyoto targets?" Australasian Journal of Business and Behavioural Sciences. 3 (2), pp. 3-15.Modelling the erythemally effective UV to students in a school environment
Downs, Nathan and Parisi, Alfio. 2008. "Modelling the erythemally effective UV to students in a school environment." 18th National Congress of the Australian Institute of Physics. Adelaide, Australia 30 Nov - 05 Dec 2008 Parkville, Vic, Australia.Golfers and UV exposures: an application of miniaturised polysulphone dosimetry
Downs, Nathan, Schouten, Peter, Parisi, Alfio and Turner, Joanna. 2008. "Golfers and UV exposures: an application of miniaturised polysulphone dosimetry." 18th National Congress of the Australian Institute of Physics. Adelaide, Australia 30 Nov - 05 Dec 2008 Parkville, Vic, Australia.Comparing and predicting soil carbon quantities under different land use systems on the red ferrosol soils of southeast Queensland
Maraseni, Tek Narayan, Mathers, Nicole J., Harms, Ben, Cockfield, Geoff, Apan, Armando and Maroulis, Jerry. 2008. "Comparing and predicting soil carbon quantities under different land use systems on the red ferrosol soils of southeast Queensland." Journal of Soil and Water Conservation. 63 (4), pp. 250-256. https://doi.org/10.2489/jswc.63.4.250Imaging the environmental ultraviolet
Downs, N. J. and Parisi, A. V.. 2008. "Imaging the environmental ultraviolet." Australian Physics. 45 (4), pp. 132-137.Measurement variation and the factors influencing the UV index
Downs, Nathan, Parisi, Alfio, McDonnell, Brendan and Thornton, Peter. 2008. "Measurement variation and the factors influencing the UV index." Teaching Science: The Journal of the Australian Science Teachers Association. 54 (2), pp. 8-13.Patterns in surface distribution of human exposure to solar ultraviolet
Downs, Nathan and Parisi, Alfio. 2007. "Patterns in surface distribution of human exposure to solar ultraviolet." Gröbner, Julian (ed.) Physikalisch-Meteorologisches Observatorium Davos / World Radiation Center: A Conference Celebrating One Century of UV Radiation Research. Davos, Switzerland 18 - 20 Sep 2007 Davos, Switzerland.Selection of non-timber forest species for community and private plantations in the high and low altitude areas of Makawanpur District, Nepal
Maraseni, Tek N.. 2008. "Selection of non-timber forest species for community and private plantations in the high and low altitude areas of Makawanpur District, Nepal." Small-Scale Forestry. 7 (2), pp. 151-161. https://doi.org/10.1007/s11842-008-9047-1Piggery: from environmental pollution to a climate change solution
Maraseni, Tek N. and Maroulis, Jerry. 2008. "Piggery: from environmental pollution to a climate change solution." Journal of Environmental Science and Health Part B: Pesticides, Food Contaminants, and Agricultural Wastes. 43 (4), pp. 358-363. https://doi.org/10.1080/03601230801941717Influence of summer daylight saving time on scattered erythemal solar ultraviolet exposures
Parisi, A. V., Turner, J., Turnbull, D. J., Schouten, P. and Downs, N.. 2008. "Influence of summer daylight saving time on scattered erythemal solar ultraviolet exposures." Journal of Photochemistry and Photobiology, B: Biology. 91 (1), pp. 35-40. https://doi.org/10.1016/j.jphotobiol.2008.01.010A comparison of learning preferences and perceptions of high school students for statistics
Nooriafshar, Mehryar and Maraseni, Tek Narayan. 2005. "A comparison of learning preferences and perceptions of high school students for statistics." 4th Annual Hawaii International Conference on Statistics, Mathematics and Related Fields. Honolulu, Hawaii 09 - 11 Jan 2005 Hawaii, USA.Mapping of the solar ultraviolet exposures to the human face
Downs, Nathan and Parisi, Alfio. 2006. "Mapping of the solar ultraviolet exposures to the human face." 31st Annual Conference Australasian Radiation Protection Society. Coogee, Australia 27 - 29 Nov 2006An estimation of willingness to pay for asparagus (Asparagus racemosus Willd.) collectors in Makawanpur District, Nepal
Maraseni, T. N., Maroulis, J. and Cockfield, G.. 2008. "An estimation of willingness to pay for asparagus (Asparagus racemosus Willd.) collectors in Makawanpur District, Nepal." Journal of Forest Science: Prague. 54 (3), pp. 131-137.Estimation of taper rates and volume of smaller-sized logs in spotted gum saw timber plantations in Southeast Queensland, Australia
Maraseni, T. N., Cockfield, G. and Apan, A.. 2007. "Estimation of taper rates and volume of smaller-sized logs in spotted gum saw timber plantations in Southeast Queensland, Australia." Southern Forests: a journal of forest science. 69 (3), pp. 169-173. https://doi.org/10.2989/SHFJ.2007.69.3.6.356Contoured exposure assessment of biologically effective solar ultraviolet radiation
Downs, Nathan and Parisi, Alfio. 2007. "Contoured exposure assessment of biologically effective solar ultraviolet radiation." 32nd Annual Conference of the Australasian Radiation Protection Society (ARPS 2007). Brisbane, Australia 22 - 24 Oct 2007Patterns in the received facial UV exposure of school children measured at a subtropical latitude
Downs, Nathan and Parisi, Alfio. 2008. "Patterns in the received facial UV exposure of school children measured at a subtropical latitude." Photochemistry and Photobiology. 84 (1), pp. 90-100. https://doi.org/10.1111/j.1751-1097.2007.00203.xVariations in the erythemal ultraviolet exposure to the human facial region
Downs, Nathan, Parisi, Alfio and Kimlin, Michael G.. 2001. "Variations in the erythemal ultraviolet exposure to the human facial region." 26th Annual Conference of the Australasian Radiation Protection Society. Gold Coast, Australia 18 - 20 Sep 2001Valuing ecosystem services from forests: a multidisplinary field-based approach
Maraseni, Tek Narayan, Cockfield, Geoff and Apan, Armando. 2005. "Valuing ecosystem services from forests: a multidisplinary field-based approach." IUFRO World Congress: Forests in the Balance: Linking Tradition and Technology (2005). Brisbane, Australia 08 - 13 Aug 2005Estimation of shrub biomass: development and evaluation of allometric models leading to innovative teaching methods
Maraseni, Tek Narayan, Cockfield, Geoff, Apan, Armando and Mathers, Nicole. 2005. "Estimation of shrub biomass: development and evaluation of allometric models leading to innovative teaching methods." International Journal of Business and Management Education.A comparison of greenhouse gas emissions from inputs into farm enterprises in Southeast Queensland, Australia
Maraseni, Tek N., Cockfield, Geoff and Apan, Armando. 2007. "A comparison of greenhouse gas emissions from inputs into farm enterprises in Southeast Queensland, Australia." Journal of Environmental Science and Health Part A: Toxic Hazardous Substances and Environmental Engineering. 42 (1), pp. 11-18. https://doi.org/10.1080/10934520601015354Comparing variations in the UV facial exposure received by school children in south-east Queensland
Downs, Nathan and Parisi, Alfio. 2006. "Comparing variations in the UV facial exposure received by school children in south-east Queensland." 17th National Congress of the Australian Institute of Physics. Brisbane, Australia 03 - 08 Dec 2006 Parkville, Vic, Australia.Three dimensional visualisation of human facial exposure to solar ultraviolet
Downs, Nathan and Parisi, Alfio. 2007. "Three dimensional visualisation of human facial exposure to solar ultraviolet." Photochemical and Photobiological Sciences. 6 (1), pp. 90-98. https://doi.org/10.1039/b607553cTelehealth system in Queensland
Nooriafshar, Mehryar and Maraseni, Tek Narayan. 2007. "Telehealth system in Queensland." Burge, Andrew (ed.) 6th Annual Hawaii International Conference on Statistics, Mathematics and Related Fields. Hawaii, United States 17 - 19 Jan 2007 Hawaii, USA.Modelling human facial UV exposure
Downs, Nathan J., Kimlin, Michael G., Parisi, Alfio V. and McGrath, John J.. 2001. "Modelling human facial UV exposure." Radiation Protection in Australasia. 17 (3), pp. 103-109.Analysis of 'on-time' and 'late' assignment submitter students
Maraseni, Tek Narayan and Cockfield, Geoff. 2006. "Analysis of 'on-time' and 'late' assignment submitter students." International Journal of Business and Management Education. 14 (2), pp. 14-25.Nepalese non-timber forest products: an analysis of the equitability of profit distribution across a supply chain to India
Maraseni, Tek Narayan, Shivakoti, Ganesh P., Cockfield, Geoff and Apan, Armando. 2006. "Nepalese non-timber forest products: an analysis of the equitability of profit distribution across a supply chain to India." Small-Scale Forestry. 5 (2), pp. 191-206.Measured and modelled contributions to UV exposures by the albedo of surfaces in an urban environment
Parisi, Alfio, Sabburg, Jeff, Kimlin, Michael G. and Downs, Nathan. 2003. "Measured and modelled contributions to UV exposures by the albedo of surfaces in an urban environment." Theoretical and Applied Climatology. 76 (3-4), pp. 181-188. https://doi.org/10.1007/s00704-003-0012-9Effect of clouds on the diffuse component of the solar terrestrial erythemal UV
Turnbull, David J., Parisi, Alfio and Downs, Nathan. 2006. "Effect of clouds on the diffuse component of the solar terrestrial erythemal UV." Radiation Protection in Australasia. 23 (1), pp. 2-9.An investigation into the possible gaps between the employees' needs and tertiary courses in quantitative subjects
Nooriafshar, Mehryar, Maraseni, Tek Narayan and Gunter, Greg. 2005. "An investigation into the possible gaps between the employees' needs and tertiary courses in quantitative subjects." Australasian Journal of Business and Behavioural Sciences. 1 (2), pp. 79-88.A comparison of learning preferences and perceptions of students for statistics concepts and techniques
Nooriafshar, Mehryar and Maraseni, Tek Narayan. 2005. "A comparison of learning preferences and perceptions of students for statistics concepts and techniques." International Journal for Mathematics Teaching and Learning.Community based forest management systems in developing countries and eligibility for clean development mechanism
Maraseni, Tek Narayan, Cockfield, Geoff and Apan, Armando. 2005. "Community based forest management systems in developing countries and eligibility for clean development mechanism." Journal of Forest and Livelihood. 4 (2), pp. 31-42.Opportunities and limitations of remote sensing for crop loss (hail damage) assessment in the insurance industry
Apan, Armando, Chandler, Owen, Young, Frank R. and Maraseni, Tek Narayan. 2005. "Opportunities and limitations of remote sensing for crop loss (hail damage) assessment in the insurance industry." Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.Cloud cover and horizontal plane eye damaging solar UV exposures
Parisi, A. V. and Downs, N.. 2004. "Cloud cover and horizontal plane eye damaging solar UV exposures." International Journal of Biometeorology: the description, causes, and implications of climatic change. 49, pp. 130-136. https://doi.org/10.1007/s00484-004-0213-7This item comprises data from the following sources: Web of Science