Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction

Article

Prasad, Salvin S., Deo, Ravinesh C., Salcedo-sanz, Sancho, Downs, Nathan J., Casillas-Perez, David and Parisi, Alfio V.. 2023. "Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction." Computer Methods and Programs in Biomedicine. 241. https://doi.org/10.1016/j.cmpb.2023.107737

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Article Title	Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction
ERA Journal ID	5039
Article Category	Article
Authors	Prasad, Salvin S., Deo, Ravinesh C., Salcedo-sanz, Sancho, Downs, Nathan J., Casillas-Perez, David and Parisi, Alfio V.
Journal Title	Computer Methods and Programs in Biomedicine
Journal Citation	241
Article Number	107737
Number of Pages	19
Year	2023
Publisher	Elsevier
ISSN	0169-2607
	1872-7565
Digital Object Identifier (DOI)	https://doi.org/10.1016/j.cmpb.2023.107737
Web Address (URL)	https://www.sciencedirect.com/science/article/pii/S0169260723004030
Abstract	Background and Objective Exposure to solar ultraviolet (UV) radiation can cause malignant keratinocyte cancer and eye disease. Developing a user-friendly, portable, real-time solar UV alert system especially or wearable electronic mobile devices can help reduce the exposure to UV as a key measure for personal and occupational management of the UV risks. This research aims to design artificial intelligence-inspired early warning tool tailored for short-term forecasting of UV index (UVI) integrating satellite-derived and ground-based predictors for Australian hotspots receiving high UV exposures. The study further improves the trustworthiness of the newly designed tool using an explainable artificial intelligence approach. Methods An enhanced joint hybrid explainable deep neural network model (called EJH-X-DNN) is constructed involving two phases of feature selection and hyperparameter tuning using Bayesian optimization. A comprehensive assessment of EJH-X- DNN is conducted with six other competing benchmarked models. The proposed model is explained locally and globally using robust model-agnostic explainable artificial intelligence frameworks such as Local Interpretable Model-Agnostic Explanations (LIME), Shapley additive explanations (SHAP), and permutation feature importance (PFI). Results The newly proposed model outperformed all benchmarked models for forecasting hourly horizons UVI, with correlation coefficients of 0.900, 0.960, 0.897, and 0.913, respectively, for Darwin, Alice Springs, Townsville, and Emerald hotspots. According to the combined local and global explainable model outcomes, the site-based results indicate that antecedent lagged memory of UVI and solar zenith angle are influential features. Predictions made by EJH-X-DNN model are strongly influenced by factors such as ozone effect, cloud conditions, and precipitation. Conclusion With its superiority and skillful interpretation, the UVI prediction system reaffirms its benefits for providing real-time UV alerts to mitigate risks of skin and eye health complications, reducing healthcare costs and contributing to outdoor exposure policy.
Keywords	Bayesian optimization; Ultraviolet index; Explainable artificial intelligence (xAI); Black-box models; Model-agnostic; Deep neural networks
Is part of	Solar ultraviolet radiation predictions under cloud cover effects with artificial intelligence approaches
ANZSRC Field of Research 2020	401703. Energy generation, conversion and storage (excl. chemical and electrical)
Public Notes	This article is part of a UniSQ Thesis by publication. See Related Output.
Byline Affiliations	School of Mathematics, Physics and Computing
	University of Alcala, Spain
	Rey Juan Carlos University, Spain

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Hybrid Deep Learning Model for Wave Height Prediction in Australia's Wave Energy Region

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.2023.111003

Author Correction: Explainable AI approach with original vegetation data classifies spatio‑temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef

O’Sullivan, Cherie M., Deo, Ravinesh C. and Ghahramani, Afshin. 2023. "Author Correction: Explainable AI approach with original vegetation data classifies spatio‑temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef." Scientific Reports. 13 (1). https://doi.org/10.1038/s41598-023-48938-0

Channel-Agnostic Training of Transmitter and Receiver for Wireless Communications

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/s23249848

Estimation of erythemal radiation reflectance based on photopic weighted reflected irradiance

Turner, Joanna, Parisi, Alfio V. and Amar, Abdurazaq. 2023. "Estimation of erythemal radiation reflectance based on photopic weighted reflected irradiance." 20th Congress for European Society for Photobiology . Lyon, France 27 - 31 Aug 2023 France.

Optimizing 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.13792

Deep Image Analysis for Microalgae Identification

Soar, Jeffrey, Lih, Oh Shu, Wen, Loh Hui, Ward, Aleth, Sharma, Ekta, Deo, Ravinesh C., Barua, Prabal Datta, Tan, Ru-San, Rinen, Eliezer and Acharya, Rajendra. 2023. "Deep Image Analysis for Microalgae Identification." Lecture notes in computer science. Switzerland . Springer. pp. 280-292

Statistical and spatial analysis for soil heavy metals over the Murray-Darling river basin in Australia

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.2023.137914

Ampelomyces mycoparasites of powdery mildews–a review

Prahl, Rosa E., Khan, Shahjahan and Deo, Ravinesh C.. 2023. "Ampelomyces mycoparasites of powdery mildews–a review." Canadian Journal of Plant Pathology. 45 (4), pp. 391-404. https://doi.org/10.1080/07060661.2023.2206378

A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction

Pelaez-Rodriguez, C., Perez-Aracil, J., Prieto-Godino, L., Ghimire, S., Deo, R. and Salcedo-sanz, S.. 2023. "A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction." Journal of Wind Engineering and Industrial Aerodynamics. 240. https://doi.org/10.1016/j.jweia.2023.105507

Explainable AI approach with original vegetation data classifies spatio-temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef

O’Sullivan, Cherie M., Deo, Ravinesh C. and Ghahramani, Afshin. 2023. "Explainable AI approach with original vegetation data classifies spatio-temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef." Scientific Reports. 13 (1). https://doi.org/10.1038/s41598-023-45259-0

Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm

Marcelino, C.G., Leite, G.M.C., Wanner, E.F., Jiménez-Fernández, S. and Salcedo-sanz, S.. 2023. "Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm." Energy. 266. https://doi.org/10.1016/j.energy.2022.126317

A 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.2023.3321273

Efficient daily electricity demand prediction with hybrid deep-learning multi-algorithm approach

Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2023. "Efficient daily electricity demand prediction with hybrid deep-learning multi-algorithm approach." Energy Conversion and Management. 297. https://doi.org/10.1016/j.enconman.2023.117707

Automated 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.2023.107746

Brain 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.2023.107063

Application 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.2023.3294473

Integrated 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.2023.100302

The 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.2022.114493

Comparison 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.2023.105634

A 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.2023.127430

Accurate 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/s23052753

Near 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.2022.12.123

Downscaling 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.2023.3236253

Developing 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. https://doi.org/10.1016/j.cmpb.2022.107305

Cloud 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.2022.12.048

Serial 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.13773

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.2021.3135362

Satellite 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/rs13040752

Designing 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.2021.3065939

Pattern 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.2022.160240

The 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.13745

Queensland 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.2022.3221762

Modelling 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.

Hybrid 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-y

Student 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.2022.3168322

Rapid 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/10.1080/10106049.2022.2048902

Multi-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.2022.109048

Suspended 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.2022.127963

Delineating 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/agronomy12061268

Coupled 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/s41598-022-09482-5

Forecasting 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/s00477-022-02188-0

Improved 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.2022.03.120

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

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.e00429

Hybrid 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.2022.104860

Boosting 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.2022.119063

Machine 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.2022.106157

Quantum 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.2.2.34754.66245

Deep 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.2022.111759

Basin 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.2022.158359

Introductory 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/su141711070

Kernel 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/rs14051136

Cloud 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.2022.3153475

Development 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.2022.127534

Integrative 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.2022.114711

An 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.2021.808339

Stacked 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/en15031061

Texture 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.2022.110731

Classification 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.2021.151139

Domino 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/s41893-019-0397-9

Median filters as a tool to determine dark noise thresholds in high resolution smartphone image sensors for scientific imaging

Igoe, Damien P., Parisi, Alfio V., Amar, Abdurazaq and Rummenie, Katherine J.. 2018. "Median filters as a tool to determine dark noise thresholds in high resolution smartphone image sensors for scientific imaging." Review of Scientific Instruments. 89 (1), pp. 1-8. https://doi.org/10.1063/1.5006000

Bat 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/s12665-018-7662-5

Characteristics 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-z

The 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/s1266

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

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-z

Novel 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.2022.119111

New 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.2022.154722

A 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.13603

Assessment of Biologically Effective Solar Ultraviolet Exposures for Court Staff and Competitors During a Major Australian Tennis Tournament

Igoe, Damien P., Amar, Abdurazaq, Schouten, Peter, Parisi, Alfio V. and Turner, Joanna. 2019. "Assessment of Biologically Effective Solar Ultraviolet Exposures for Court Staff and Competitors During a Major Australian Tennis Tournament." Photochemistry and Photobiology. 95 (6), pp. 1461-1467. https://doi.org/10.1111/php.13132

A 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.2022.11.042

Wearable 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/s00484-021-02216-8

Wind 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. 437-484

Support 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. 335-389

Development 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. 143-190

Sun 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.2021.3101927

Application 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/s21217034

Solar 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/10.1080/19942060.2021.1984992

Advanced 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.2021.06.052

Novel 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.2021.117193

Evaluating 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.2021.112790

An 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.2021.150599

Hybrid 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-x

Streamflow 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/s41598-021-96751-4

The 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.0253772

Evaluation 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.13329

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

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/rs13040554

LSTM 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/s00477-021-01969-3

A 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.2020.102005

Deep 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.2021.126350

Modeling 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.2021.106158

SEQ Ultraviolet and Cloud Measurement Data Collection

Downs, Nathan. SEQ Ultraviolet and Cloud Measurement Data Collection. Toowoomba. https://doi.org/10.26192/9209-3504

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.13359

Mapping 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/10.1080/15481603.2020.1853352

Deep 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.2020.3039002

MARS 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. 391-436

Developing 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/s00477-020-01918-6

Comparison of GOME-2 UVA Satellite Data to Ground-Based UVA Measurements in South Africa

du Preez, D. Jean, Parisi, Alfio V., Millar, Danielle A., Bencherif, Hassan and Wright, Caradee Y.. 2020. "Comparison of GOME-2 UVA Satellite Data to Ground-Based UVA Measurements in South Africa." Photochemistry and Photobiology. 96 (6), pp. 1342-1349. https://doi.org/10.1111/php.13308

Application 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/s00704-015-1706-5

Feedback 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.2020.100255

Forecasting 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/10.1080/02626667.2020.1808219

Keratinocyte 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.2020.112046

Development 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/s00477-020-01899-6

The 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.2020.106805

Modeling 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. 37-87

Development of copula statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index

Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2020. "Development of copula statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. United Kingdom. Elsevier. pp. 141-178

MARS 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. 391-436

Short-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. 271-298

Hybrid 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. 191-232

Design 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. 115-142

Shade 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 2019

Experimental 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/s00267-020-01339-9

Ensemble 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.2020.101954

Daily 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. 359-381

Artificial 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. 293-357

Spatial 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. 281-292

Intelligent 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. 151-169

Modulation 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. 127-150

Bayesian 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. 29-47

Intelligent 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/s20154105

Electronic 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 2018

Near 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.2020.110003

Electrical 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/en13092307

Near 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/en13143517

Adaptive 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.2020.113676

Random 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.2020.012

Measured 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/atmos11050440

Evaluation 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.2020.106873

Stormwater 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/s11356-020-09220-2

Spatial 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/ab9467

Integrative 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/10.1080/02626667.2020.1734813

Hybridized 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.2020.117320

Global 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.2020.2965303

Development 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/s00500-019-04648-2

Causality 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.2020.136587

Mixing 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.2019.108532

Influence 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/10.1080/01431161.2019.1641243

Enhanced 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.2020.113305

A 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.2018.11.006

A review on the ability of smartphones to detect ultraviolet (UV) radiation and their potential to be used in UV research and for public education purposes

Turner, Joanna, Igoe, Damien, Parisi, Alfio V., McGonigle, Andrew J., Amar, Abdurazaq and Wainwright, Lisa. 2020. "A review on the ability of smartphones to detect ultraviolet (UV) radiation and their potential to be used in UV research and for public education purposes." Science of the Total Environment. 706, pp. 1-15. https://doi.org/10.1016/j.scitotenv.2019.135873

Glass transmitted solar irradiances on horizontal and sun-normal planes evaluated with a smartphone camera

Dawes, Adrian J., Igoe, Damien P., Rummenie, Katherine.J. and Parisi, Alfio V.. 2020. "Glass transmitted solar irradiances on horizontal and sun-normal planes evaluated with a smartphone camera." Measurement. 153, pp. 1-7. https://doi.org/10.1016/j.measurement.2019.107410

A 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.2019.135934

Machine 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.2019.134230

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

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.13200

Beyond 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.

Projected 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.6435

Exploring solar and wind energy resources in North Korea with COMS MI geostationary satellite data coupled with numerical weather prediction reanalysis variables

Yeom, Jong-Min, Deo, Ravinesh, Adamowski, Jan F., Chae, Taebyeong, Kim, Dong-Su, Han, Kyung-Soo and Kim, Do-Yong. 2020. "Exploring solar and wind energy resources in North Korea with COMS MI geostationary satellite data coupled with numerical weather prediction reanalysis variables." Renewable and Sustainable Energy Reviews. 119, pp. 1-14. https://doi.org/10.1016/j.rser.2019.109570

Capability and robustness of novel hybridized models used for drought hazard modeling in southeast Queensland, Australia

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.2019.134656

Regional 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.2019.104345

A site-specific standard for comparing dynamic solar ultraviolet protection characteristics of established tree canopies

Downs, N. J., Butler, H. J., Baldwin, L., Parisi, A. V., Amar, A., Vanos, J. and Harrison, S.. 2019. "A site-specific standard for comparing dynamic solar ultraviolet protection characteristics of established tree canopies." MethodsX. 6, pp. 1683-1693. https://doi.org/10.1016/j.mex.2019.07.013

The PiSpec: A Low-Cost, 3D-Printed Spectrometer for Measuring Volcanic SO2 Emission Rates

Wilkes, Thomas Charles, Pering, Tom David, McGonigle, Andrew John Samuel, Willmott, Jon Raffe, Bryant, Robert, Smalley, Alan Lomas, Mims III, Forrest Marion, Parisi, Alfio V. and England, Rebecca Anne. 2019. "The PiSpec: A Low-Cost, 3D-Printed Spectrometer for Measuring Volcanic SO2 Emission Rates." Frontiers in Earth Science. 7, pp. 1-12. https://doi.org/10.3389/feart.2019.00065

Measuring and Visualizing Solar UV for a Wide Range of Atmospheric Conditions on Hawai’i Island

Mims III, Forrest M., McGonigle, Andrew J. S., Wilkes, Thomas C., Parisi, Alfio V., Grant, William B., Cook, Joseph M. and Pering, Tom D.. 2019. "Measuring and Visualizing Solar UV for a Wide Range of Atmospheric Conditions on Hawai’i Island." International Journal of Environmental Research and Public Health. 16 (6), pp. 1-24. https://doi.org/10.3390/ijerph16060997

Seasonal Minimum and Maximum Solar Ultraviolet Exposure Measurements of Classroom Teachers Residing in Tropical North Queensland, Australia

Downs, Nathan J., Igoe, Damien P., Parisi, Alfio V., Taylor, Olivia, Lazzaroni, Shari L., Rawlings, Alex, Garzon-Chavez, Daniel R. and Harrison, Simone L.. 2019. "Seasonal Minimum and Maximum Solar Ultraviolet Exposure Measurements of Classroom Teachers Residing in Tropical North Queensland, Australia." Photochemistry and Photobiology. 95, pp. 1083-1093. https://doi.org/10.1111/php.13081

An ensemble tree-based machine learning model for predicting the uniaxial compressive strength of travertine rocks

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-z

Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses

Deo, Ravinesh C., Yaseen, Zaher Mundher, Al-Ansari, Nadhir, Nguyen-Huy, Thong, Langlands, Trevor and Galligan, Linda. 2020. "Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses." IEEE Access. 8, pp. 136697-136724. https://doi.org/10.1109/ACCESS.2020.3010938

Correcting satellite precipitation data and assimilating satellite-derived soil moisture data to generate ensemble hydrological forecasts within the HBV rainfall-runoff model

Ciupak, Maurycy, Ozga-Zielinski, Bogdan, Adamowski, Jan, Deo, Ravinesh C and Kochanek, Krzysztof. 2019. "Correcting satellite precipitation data and assimilating satellite-derived soil moisture data to generate ensemble hydrological forecasts within the HBV rainfall-runoff model." Water: an open access journal. 11 (10), pp. 1-31. https://doi.org/10.3390/w11102138

Partitioning groundwater recharge sources in multiple aquifers system within a desert oasis environment: Implications for water resources management in endorheic basins

Guo, Xiaoyan, Feng, Qi, Si, Jianhua, Xi, Haiyang, Zhao, Yan and Deo, Ravinesh C.. 2019. "Partitioning groundwater recharge sources in multiple aquifers system within a desert oasis environment: Implications for water resources management in endorheic basins." Journal of Hydrology. 579, pp. 1-11. https://doi.org/10.1016/j.jhydrol.2019.124212

Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression

Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz and Khan, Shahjahan. 2020. "Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 203-227

Monthly rainfall forecasting with Markov Chain Monte Carlo simulations integrated with statistical bivariate copulas

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. 89-105

Soil organic carbon in semiarid alpine regions: the spatial distribution, stock estimation, and environmental controls

Zhu, Meng, Feng, Qi, Zhang, Mengxu, Liu, Wei, Deo, Ravinesh C., Zhang, Chengqi and Yang, Linshan. 2019. "Soil organic carbon in semiarid alpine regions: the spatial distribution, stock estimation, and environmental controls." Journal of Soils and Sediments: protection, risk assessment and remediation. 19 (10), pp. 3427-3441. https://doi.org/10.1007/s11368-019-02295-6

Controlling factors of plant community composition with respect to the slope aspect gradient in the Qilian Mountains

Qin, Yanyan, Adamowski, Jan F., Deo, Ravinesh C., Hu, Zeyong, Cao, Jianjun, Zhu, Meng and Feng, Qi. 2019. "Controlling factors of plant community composition with respect to the slope aspect gradient in the Qilian Mountains." Ecosphere. 10 (9), pp. 1-13. https://doi.org/10.1002/ecs2.2851

Grassland degradation on the Qinghai-Tibetan Plateau: reevaluation of causative factors

Cao, Jianjun, Adamowski, Jan F., Deo, Ravinesh C., Xu, Xueyun, Gong, Yifan and Feng, Qi. 2019. "Grassland degradation on the Qinghai-Tibetan Plateau: reevaluation of causative factors." Rangeland Ecology and Management. 72 (6), pp. 988-995. https://doi.org/10.1016/j.rama.2019.06.001

Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals

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.2019.101611

The 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.2019.06.061

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

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-y

Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction

Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction." Renewable and Sustainable Energy Reviews. 113, pp. 1-19. https://doi.org/10.1016/j.rser.2019.109247

Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms

Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms." Applied Energy. 253, pp. 1-20. https://doi.org/10.1016/j.apenergy.2019.113541

Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm

Abdulla, Shahab, Diykh, Mohammed, Lafta, Raid Luaibi, Saleh, Khalid and Deo, Ravinesh C.. 2019. "Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm." Expert Systems with Applications. 138, pp. 1-15. https://doi.org/10.1016/j.eswa.2019.07.007

Short-term electricity demand forecasting using machine learning methods enriched with ground-based climate and ECMWF Reanalysis atmospheric predictors in southeast Queensland, Australia

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.2019.109293

Comparing the annualised dynamic shade characteristics of twenty-one tree canopies across twenty-six municipalities in a high ambient UV climate, Queensland - Australia

Downs, Nathan J., Baldwin, Louise, Parisi, Alfio V., Butler, Harry J., Vanos, Jennifer, Beckman, Melanie and Harrison, Simone. 2019. "Comparing the annualised dynamic shade characteristics of twenty-one tree canopies across twenty-six municipalities in a high ambient UV climate, Queensland - Australia." Applied Geography. 108, pp. 74-82. https://doi.org/10.1016/j.apgeog.2019.05.006

Cloud segmentation property extraction from total sky image repositories using Python

Igoe, Damien P., Parisi, Alfio V. and Downs, Nathan J.. 2019. "Cloud segmentation property extraction from total sky image repositories using Python." Instrumentation Science and Technology. 47 (5), pp. 522-534. https://doi.org/10.1080/10739149.2019.1603996

Designing a new data intelligence model for global solar radiation prediction: application of multivariate modeling scheme

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/en12071365

Incorporating 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/10.1080/02626667.2019.1632460

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

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.2019.06.032

Deep 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/en12122407

Situations, 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.2018.057

Biologically 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/10.1080/23328940.2019.1581427

Suitable 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.2019.05.008

Environmental 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.2019.03.079

Land 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.2019.03.496

Weekly 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.2019.02.012

Copula 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/s00477-019-01662-6

Effects 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-z

The 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.2019.01.029

PMT: 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.2019.02.017

Universally 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.2019.01.009

Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems

Wen, Xiaohu, Feng, Qi, Deo, Ravinesh C., Wu, Min, Yin, Zhenliang, Yang, Linshan and Singh, Vijay P.. 2019. "Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems." Journal of Hydrology. 570, pp. 167-184. https://doi.org/10.1016/j.jhydrol.2018.12.060

New approach for sediment yield forecasting with a two-phase feed forward neuron network-particle swarm optimization model integrated with the gravitational search algorithm

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/s11269-019-02265-0

Long-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.6037

Development 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/s11269-019-02253-4

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

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.2018.11.069

The 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.2018.11.066

Development 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.2018.10.010

Direct 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.2018.09.030

Global 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.2019.01.158

Future 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/w9110880

The 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/w9030159

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

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.13011

Evaluated 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.12948

Ultraviolet radiation albedo and reflectance in review: the influence to ultraviolet exposure in occupational settings

Turner, Joanna and Parisi, Alfio V.. 2018. "Ultraviolet radiation albedo and reflectance in review: the influence to ultraviolet exposure in occupational settings." International Journal of Environmental Research and Public Health. 15 (7), pp. 1507-1527. https://doi.org/10.3390/ijerph15071507

Particle 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/20186408001

Effects 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/s11368-018-2203-0

A 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.2019.8821779

Effects 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/w10121710

Assessment 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/10.1080/02757540.2018.1554060

Design 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/s00477-018-1630-1

Monitoring 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/s41598-018-34550-0

Artificial 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.2018.10.014

Artificial 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.2018.09.012

Quantifying 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/s00704-018-2657-4

Shear 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.2018.09.074

Adaptive 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/fes3.151

Cotton 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.2018.09.002

Weekly 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/s00704-018-2636-9

A 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/s41742-018-0143-6

Can 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.2018.08.003

Copula-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.2018.07.002

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

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/s00477-018-1585-2

Mapping 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.2018.06.016

Multi-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.2018.07.013

A 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/s10661-018-6806-0

Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting

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

Influence 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.2018.07.002

The 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/C8PP00023A

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

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.2018.08.221

Triathlon 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 2018

Reflecting 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. 328-359

Hybrid 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. 121-139

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

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. 446-464

Survey 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.2018.07.008

Pushing the boundaries of smartphone image sensors by measuring the total ozone column

Igoe, Damien and Parisi, Alfio. 2018. "Pushing the boundaries of smartphone image sensors by measuring the total ozone column." AOS News. 32 (1), pp. 17-17.

Soil 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.2018.05.035

Modeling 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.2018.05.006

Non-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.2018.05.030

Investigation of correlation of broadband UVA reflection to broadband visible reflection for a variety of surfaces in the built environment

Turner, Joanna and Parisi, Alfio V.. 2018. "Investigation of correlation of broadband UVA reflection to broadband visible reflection for a variety of surfaces in the built environment." Building and Environment. 136, pp. 259-268. https://doi.org/10.1016/j.buildenv.2018.03.062

Drought 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. 151-174

Drought 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. 177-198

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

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.2018.05.012

Re-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.mccarthy

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

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.2018.05.003

An 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.2018.02.024

Wavelet 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.2016.396

Ensemble 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.2018.03.021

Comparison 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.2017.07.027

Spatio-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/s11069-018-3326-8

A 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/s11270-018-3715-3

Computational 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/en11030596

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

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.2018.02.140

Comparative 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.2018.01.057

Atmospheric 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/10.1080/01431161.2018.1433895

Application 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/s11269-018-1909-5

Smartphone spectrometers

McGonigle, Andrew J. S., Wilkes, Thomas C., Pering, Tom D., Willmott, Jon R., Cook, Joseph M., Mims III, Forrest M. and Parisi, Alfio V.. 2018. "Smartphone spectrometers." Sensors. 18 (1), pp. 1-15. https://doi.org/10.3390/s18010223

Multi-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/s13593-017-0482-2

Short-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.2017.11.002

Mapping 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.2017.11.185

Investigating 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.1943-5584.0001593

An 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.2017.10.076

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

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.2017.09.078

A 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.15938

Identifying 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.11098

Reservoir 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/s00704-017-2292-5

Implementation 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/s00477-017-1474-0

Pan 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/s00704-017-2244-0

Impact 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.12387

Effects 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.2017.236

Trend 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/su9050756

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

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.1943-5584.0001506

Statistical 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-y

An 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.2017.11.182

An 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.2017.00310

Physiological 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-z

Carbon 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/f8100379

Comparative 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/s11269-017-1811-6

Predicting 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.2017.09.004

Novel 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.2017.09.007

Rainfall 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/s11269-017-1797-0

Synthetic 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/10.1080/01431161.2017.1375573

Separation 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/10.1155/2017/6310401

Changes 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/s00704-017-2194-6

Mapping 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-y

Copula-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.2017.06.010

Input 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.2017.06.014

Long-term UV dosimeter based on polyvinyl chloride for plant damage effective UV exposure measurements

Parisi, Alfio V., Amar, Abdurazaq and Igoe, Damien P.. 2017. "Long-term UV dosimeter based on polyvinyl chloride for plant damage effective UV exposure measurements." Agricultural and Forest Meteorology. 243, pp. 68-73. https://doi.org/10.1016/j.agrformet.2017.05.012

Detection of ultraviolet B radiation with internal smartphone sensors

Turner, Joanna, Parisi, Alfio V., Igoe, Damien P. and Amar, Abdurazaq. 2017. "Detection of ultraviolet B radiation with internal smartphone sensors." Instrumentation Science and Technology. 45 (6), pp. 618-638. https://doi.org/10.1080/10739149.2017.1298042

Characterisation of a smartphone image sensor response to direct solar 305 nm irradiation at high air masses

Igoe, D. P., Amar, A., Parisi, A. V. and Turner, J.. 2017. "Characterisation of a smartphone image sensor response to direct solar 305 nm irradiation at high air masses." Science of the Total Environment. 587-588, pp. 407-413. https://doi.org/10.1016/j.scitotenv.2017.02.175

Very 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.2017.01.035

Association 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/10.1080/02757540.2017.1287904

Forecasting 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.2017.01.114

Computational 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/10.1080/19942060.2018.1452296

Stream-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.2016.09.035

Quantitative 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/s13143-016-0012-1

Validation 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.12784

Solar 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.2016.02.018

Dual 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.2016.02.003

An 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/s10661-016-5094-9

Forecasting 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-z

Drought 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.2016.10.004

A 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.2016.01.130

Final report on sun tanning units in Queensland

Parisi, Alfio. 2000. Final report on sun tanning units in Queensland. Australia. Queensland Health.

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.2017.04.013

Investigation of unstabilized polyvinyl chloride (PVC) for use as a long-term UV dosimeter: preliminary results

Amar, Abdurazaq and Parisi, Alfio V.. 2012. "Investigation of unstabilized polyvinyl chloride (PVC) for use as a long-term UV dosimeter: preliminary results." 37th Annual Conference of the Australasian Radiation Protection Society (ARPS 2012): Radiation Safety: Bridging the Gap. Sydney, Australia 14 - 17 Oct 2012 Hobart, Australia.

Comparison 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.2017.2662714

Educating 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 2013

In-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 2016

Application 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.2016.7848588

Solar 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-15-00053.1

Characterization 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/10.1080/10739149.2015.1055577

Solar 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.

Characterisation of the corrosion of iron using a smartphone camera

Igoe, D. and Parisi, A. V.. 2016. "Characterisation of the corrosion of iron using a smartphone camera." Instrumentation Science and Technology. 44 (2), pp. 139-147. https://doi.org/10.1080/10739149.2015.1082484

Broadband direct UVA irradiance measurement for clear skies evaluated using a smartphone

Igoe, D. and Parisi, A. V.. 2015. "Broadband direct UVA irradiance measurement for clear skies evaluated using a smartphone." Radiation Protection Dosimetry. 167 (4), pp. 485-489. https://doi.org/10.1093/rpd/ncu344

Students as toolmakers: refining the results in the accuracy and precision of a trigonometric activity

Igoe, D. P., Parisi, A. V. and Wagner, S.. 2017. "Students as toolmakers: refining the results in the accuracy and precision of a trigonometric activity." International Journal of Mathematical Education in Science and Technology. 48 (4), pp. 641-645. https://doi.org/10.1080/0020739X.2016.1256446

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.2016.07.015

Spectral variations of solar UV due to natural and built factors

Parisi, Alfio V.. 2015. "Spectral variations of solar UV due to natural and built factors." 13th International Sun Protection Conference 2015: Inspirations from Nature. London, UK 09 - 10 Jun 2015

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.2015.87

Statistical 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.2015.75

Progress 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 2015

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 2015

Monthly 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/s00704-015-1480-4

Solar current output as a function of sun elevation: students as toolmakers

Igoe, D. P. and Parisi, A. V.. 2015. "Solar current output as a function of sun elevation: students as toolmakers." Physics Education. 50 (5), pp. 657-661. https://doi.org/10.1088/0031-9120/50/6/657

Projection 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/s11069-015-1987-0

Estimation 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-y

Dosimeter 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.2015.04.012

Evaluation of a smartphone sensor to broadband and to narrow band ultraviolet A radiation

Igoe, D. and Parisi, A. V.. 2015. "Evaluation of a smartphone sensor to broadband and to narrow band ultraviolet A radiation." Instrumentation Science and Technology. 43 (3), pp. 283-289. https://doi.org/10.1080/10739149.2014.1002039

Development 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.2015.33C031

Extreme UV index and solar exposures at Plateau Rosa (3500m a.s.l.) in Valle d'Aosta region, Italy

Casale, Giuseppe R., Siani, Anna Maria, Diemoz, Henri, Agnesod, Giovanni, Parisi, Alfio V. and Colosimo, Alfredo. 2015. "Extreme UV index and solar exposures at Plateau Rosa (3500m a.s.l.) in Valle d'Aosta region, Italy." Science of the Total Environment. 512-513, pp. 622-630. https://doi.org/10.1016/j.scitotenv.2015.01.049

Numerical 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.

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/s11269-015-1046-3

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.2015.03.018

Minimum 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.12394

A method for determining the dark response for scientific imaging with smartphones

Igoe, D., Parisi, A. V. and Carter, B.. 2014. "A method for determining the dark response for scientific imaging with smartphones." Instrumentation Science and Technology. 42 (5), pp. 586-592. https://doi.org/10.1080/10739149.2014.915557

Investigation on the capability of polysulphone for measuring biologically effective solar UV exposures

Siani, Anna Maria, Casale, Guiseppe R., Modesti, Sarah, Parisi, Alfio V. and Colosimo, Alfredo. 2014. "Investigation on the capability of polysulphone for measuring biologically effective solar UV exposures." Photochemical and Photobiological Sciences. 13 (3), pp. 521-530. https://doi.org/10.1039/c3pp50267h

Diagnosis 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/c4pp00166d

Application 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.2014.10.016

Drought 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.2014.10.043

Ultraviolet 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. 189-198

Influence 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.2014.06.021

Evaluation 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.2014.05.012

Shade provision for UV minimization: a review

Parisi, Alfio V. and Turnbull, David J.. 2014. "Shade provision for UV minimization: a review." Photochemistry and Photobiology. 90 (3), pp. 479-490. https://doi.org/10.1111/php.12237

Measurements 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.2014.01.012

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 2013

Smartphone based Android app for determining UVA aerosol optical depth and direct solar irradiances

Igoe, Damien P., Parisi, Alfio and Carter, Brad. 2014. "Smartphone based Android app for determining UVA aerosol optical depth and direct solar irradiances." Photochemistry and Photobiology. 90 (1), pp. 233-237. https://doi.org/10.1111/php.12185

Comparative 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.

Spectral response of solvent-cast polyvinyl chloride (PVC) thin film used as a long-term UV dosimeter

Amar, Abdurazaq and Parisi, Alfio V.. 2013. "Spectral response of solvent-cast polyvinyl chloride (PVC) thin film used as a long-term UV dosimeter." Journal of Photochemistry and Photobiology, B: Biology. 125, pp. 115-120. https://doi.org/10.1016/j.jphotobiol.2013.05.012

Optical properties of a long dynamic range chemical UV dosimeter based on solvent cast polyvinyl chloride (PVC)

Amar, Abdurazaq and Parisi, Alfio V.. 2013. "Optical properties of a long dynamic range chemical UV dosimeter based on solvent cast polyvinyl chloride (PVC)." Journal of Photochemistry and Photobiology, B: Biology. 128, pp. 92-99. https://doi.org/10.1016/j.jphotobiol.2013.09.001

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.

Home workers and ultraviolet radiation exposure

Kimlin, M. G., Parisi, A. V. and Wong, J. C. F.. 1999. "Home workers and ultraviolet radiation exposure." Wong, Joe and Parisi, Alfio (ed.) 2nd Internet Conference on Photochemistry and Photobiology: Protection Against the Hazards of UVR 1999. 18 Jan - 05 Feb 1999

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/10.1063/1.4776782

Validation of OMI satellite erythemal daily dose retrievals using ground-based measurements from fourteen stations

Mateos, D., Bilbao, J., Kudish, A. I., Parisi, A. V., Carbajal, G., di Sarra, A., Roman, R. and de Miguel, A.. 2013. "Validation of OMI satellite erythemal daily dose retrievals using ground-based measurements from fourteen stations." Remote Sensing of Environment: an interdisciplinary journal. 128, pp. 1-10. https://doi.org/10.1016/j.rse.2012.09.015

Influence of reflected UV irradiance on occupational exposure from combinations of reflective wall surfaces

Turner, Joanna and Parisi, Alfio V.. 2013. "Influence of reflected UV irradiance on occupational exposure from combinations of reflective wall surfaces." Photochemical and Photobiological Sciences. 12 (9), pp. 1589-1595. https://doi.org/10.1039/c3pp50059d

Evaluating UVA aerosol optical depth using a Smartphone camera

Igoe, Damien P., Parisi, Alfio V. and Carter, Brad. 2013. "Evaluating UVA aerosol optical depth using a Smartphone camera." Photochemistry and Photobiology. 89 (5), pp. 1244-1248. https://doi.org/10.1111/php.12082

Seasonal 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.12101

Making 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.

Smartphones as tools for delivering sun-smart education to students

Igoe, Damien, Parisi, Alfio and Carter, Brad. 2013. "Smartphones as tools for delivering sun-smart education to students." Teaching Science: The Journal of the Australian Science Teachers Association. 59 (1), pp. 36-38.

Daily erythemal radiation validation of satellite retrievals using 14 ground-based stations in both hemispheres

Mateos, D., Bilbao, J., Kudish, A., Parisi, A. V., Carbajal, G., di Sarra, A., Roman, R. and de Miguel, A.. 2012. "Daily erythemal radiation validation of satellite retrievals using 14 ground-based stations in both hemispheres." International Radiation Symposium (IRS 2012). Berlin, Germany 06 - 10 Aug 2012 Gottingen, Germany.

Measuring ultraviolet radiation exposure of individual grape bunches

Kennedy, Ursula J., Rhymer, Dylan J., Parisi, Alfio V. and Learmonth, Robert P.. 2012. "Measuring ultraviolet radiation exposure of individual grape bunches." Darriet, P., Geny, L., Lonvaud, A., Lucas, P., de Revel, G. and Teissedre, P-L. (ed.) 9th International Symposium of Oenology (OENO 2011). Bordeaux, France 15 - 17 Jun 2011 Paris, France.

Underwater deployment of the polyphenylene oxide dosimeter combined with a neutral density filter to measure long-term solar UVB exposures

Schouten, P. W. and Parisi, A. V.. 2012. "Underwater deployment of the polyphenylene oxide dosimeter combined with a neutral density filter to measure long-term solar UVB exposures." Journal of Photochemistry and Photobiology, B: Biology. 112, pp. 31-36. https://doi.org/10.1016/j.jphotobiol.2012.04.004

Characterisation and evaluation of a miniaturised polyphenylene oxide dosimeter for ultraviolet exposures

Wainwright, Lisa, Parisi, Alfio and Schouten, Peter. 2013. "Characterisation and evaluation of a miniaturised polyphenylene oxide dosimeter for ultraviolet exposures." Journal of Photochemistry and Photobiology, B: Biology. 120, pp. 98-103. https://doi.org/10.1016/j.jphotobiol.2013.02.003

Characterization of a smartphone camera's response to ultraviolet A radiation

Igoe, Damien, Parisi, Alfio and Carter, Brad. 2013. "Characterization of a smartphone camera's response to ultraviolet A radiation." Photochemistry and Photobiology. 89 (1), pp. 215-218. https://doi.org/10.1111/j.1751-1097.2012.01216.x

Ultraviolet reflection irradiances and exposures in the constructed environment for horizontal, vertical and inclined surfaces

Turner, Joanna and Parisi, Alfio V.. 2013. "Ultraviolet reflection irradiances and exposures in the constructed environment for horizontal, vertical and inclined surfaces." Photochemistry and Photobiology. 89 (3), pp. 730-736. https://doi.org/10.1111/php.12025

Dosimetric 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/ncr418

A 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.x

Influence 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/c2pp25160d

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.

Investigation of unstabilized polyvinyl chloride (PVC) for use as a long-term UV dosimeter: preliminary results

Amar, Abdurazaq and Parisi, Alfio V.. 2012. "Investigation of unstabilized polyvinyl chloride (PVC) for use as a long-term UV dosimeter: preliminary results." Measurement Science and Technology. 23 (8), pp. 1-7. https://doi.org/10.1088/0957-0233/23/8/085703

Improved method of ultraviolet radiation reflection measurement for non-horizontal urban surfaces

Turner, J. and Parisi, A. V.. 2012. "Improved method of ultraviolet radiation reflection measurement for non-horizontal urban surfaces." Measurement Science and Technology. 23 (4), pp. 1-8. https://doi.org/10.1088/0957-0233/23/4/045701

Mean 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.x

Potential dosemeter for quantifying biologically effective blue light exposures

Turnbull, David J. and Parisi, Alfio V.. 2012. "Potential dosemeter for quantifying biologically effective blue light exposures." Radiation Protection Dosimetry. 149 (3), pp. 245-250. https://doi.org/10.1093/rpd/ncr251

Alternative 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/10.1088/0031-9120/47/2/202

On 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.216

The 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/10.1063/1.2959171

Impact 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/10.1063/1.1928667

Dynamics 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.

Comparison of the solar spectral ultraviolet irradiance in motor vehicles with windows in an open and closed position

Kimlin, Michael G., Parisi, Alfio, Carter, Brad D. and Turnbull, David J.. 2002. "Comparison of the solar spectral ultraviolet irradiance in motor vehicles with windows in an open and closed position." International Journal of Biometeorology: the description, causes, and implications of climatic change. 46 (3), pp. 150-156. https://doi.org/10.1007/s00484-002-0131-5

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/b200844k

Human 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/b207953d

Comparison 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/b211830k

Scattered UV radiation, shade structures and Vitamin D

Turnbull, David J. and Parisi, Alfio. 2007. "Scattered UV radiation, shade structures and Vitamin D." 12th Congress of the European Society for Photobiology. Bath, England 01 - 06 Sep 2007 England.

Preliminary UV, ozone and cloud comparison between southern and northern hemisphere, sub-tropical latitude sites during 1996/1997

Sabburg, J., Parisi, A., Wong, J. and Meldrum, L.. 2001. "Preliminary UV, ozone and cloud comparison between southern and northern hemisphere, sub-tropical latitude sites during 1996/1997." Journal of Atmospheric and Solar: Terrestrial Physics. 63 (15), pp. 1623-1629. https://doi.org/10.1016/S1364-6826(01)00043-8

Effect of cloud on UVA and exposure to humans

Sabburg, J., Parisi, A. V. and Wong, J. C. F.. 2001. "Effect of cloud on UVA and exposure to humans." Photochemistry and Photobiology. 74 (3), pp. 412-416. https://doi.org/10.1562/0031-8655(2001)0740412EOCOUA2.0.CO2

Quantification of the protection from solar ultraviolet radiation provided by tree shade

Parisi, Alfio. 1999. "Quantification of the protection from solar ultraviolet radiation provided by tree shade." Queensland Health Commissioned Cancer Prevention Research Conference (1999). Brisbane, Australia 26 Nov 1999 Brisbane.

Extending the dynamic range of polysulphone for measuring UV exposures

Parisi, Alfio and Kimlin, Michael G.. 2003. "Extending the dynamic range of polysulphone for measuring UV exposures." Slusser, James R., Herman, Jay R. and Gao, Wei (ed.) SPIE Annual Meeting 2003. San Diego, United States 03 Aug 2003 United States. https://doi.org/10.1117/12.509067

Variations in the short wavelength cut-off of the solar UV spectra

Parisi, Alfio and Turner, Joanna. 2006. "Variations in the short wavelength cut-off of the solar UV spectra." Photochemical and Photobiological Sciences. 5 (3), pp. 331-335. https://doi.org/10.1039/b512029b

Influence of solar UVA on erythemal irradiances

Parisi, Alfio, Turnbull, David J. and Kimlin, Michael G.. 2006. "Influence of solar UVA on erythemal irradiances." Physics in Medicine and Biology. 51, pp. 3241-3249. https://doi.org/10.1088/0031-9155/51/12/016

Spectral shade ratios on horizontal and sun normal surfaces for single trees and relatively cloud free sky

Parisi, Alfio, Kimlin, Michael G. and Turnbull, David J.. 2001. "Spectral shade ratios on horizontal and sun normal surfaces for single trees and relatively cloud free sky." Journal of Photochemistry and Photobiology, B: Biology. 65 (2-3), pp. 151-156. https://doi.org/10.1016/S1011-1344(01)00258-5

Comparison between seasons of the ultraviolet environment in the shade of trees in Australia

Parisi, A. V., Wong, J. C. F., Kimlin, M. G., Turnbull, D. and Lester, R.. 2001. "Comparison between seasons of the ultraviolet environment in the shade of trees in Australia." Photodermatology, Photoimmunology and Photomedicine. 17 (2), pp. 55-59. https://doi.org/10.1034/j.1600-0781.2001.017002055.x

Diffuse Solar UV Radiation and Implications for Preventing Human Eye Damage

Parisi, Alfio, Green, Adele and Kimlin, Michael G.. 2001. "Diffuse Solar UV Radiation and Implications for Preventing Human Eye Damage." Photochemistry and Photobiology. 73 (2), pp. 135-139. https://doi.org/10.1562/0031-8655(2001)0730135DSURAI2.0.CO2

Potential of phenothiazine as a thin film dosimeter for UV-A exposures

Parisi, Alfio, Kimlin, Michael G., Turnbull, David J. and Macaranas, J.. 2005. "Potential of phenothiazine as a thin film dosimeter for UV-A exposures." Photochemical and Photobiological Sciences. 4 (11), pp. 907-910. https://doi.org/10.1039/b508553e

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/b402035a

Lower body anatomical distribution of solar ultraviolet radiation on the human form in standing and sitting postures

Parisi, Alfio, Kimlin, Michael G., Lester, Rick A. and Turnbull, David J.. 2003. "Lower body anatomical distribution of solar ultraviolet radiation on the human form in standing and sitting postures." Journal of Photochemistry and Photobiology, B: Biology. 69 (1), pp. 1-6. https://doi.org/10.1016/S1011-1344(02)00385-8

Effective shade structures

Turnbull, David J. and Parisi, Alfio. 2006. "Effective shade structures." Medical Journal of Australia. 184 (1), pp. 13-15.

Penetration of solar erythemal UV radiation in the shade of two common Australian trees

Parisi, A. V., Willey, A., Kimlin, M. G. and Wong, J. C. F.. 1999. "Penetration of solar erythemal UV radiation in the shade of two common Australian trees." Health Physics. 76 (6 (Supplement)), pp. 682-686.

Spectral UV in public shade settings

Turnbull, David J. and Parisi, Alfio. 2003. "Spectral UV in public shade settings." Journal of Photochemistry and Photobiology, B: Biology. 69 (1), pp. 13-19. https://doi.org/10.1016/S1011-1344(02)00387-1

Spectral ultraviolet albedo of roofing surfaces and human facial exposure

Parisi, Alfio and Lester, Rick A.. 2002. "Spectral ultraviolet albedo of roofing surfaces and human facial exposure." International Journal of Environmental Health Research. 12 (1), pp. 75-81. https://doi.org/10.1080/09603120120110077

Solar ultraviolet exposures at ground level in tree shade during summer in south east Queensland

Parisi, Alfio V., Kimlin, Michael G., Wong, Joe C. F. and Wilson, Meegan. 2001. "Solar ultraviolet exposures at ground level in tree shade during summer in south east Queensland." International Journal of Environmental Health Research. 11 (2), pp. 117-127. https://doi.org/10.1080/09603120020047500

Diffuse solar ultraviolet radiation

Parisi, Alfio and Turnbull, David J.. 2005. "Diffuse solar ultraviolet radiation." International Ophthalmology Clinics. 45 (1), pp. 19-27.

Climatology 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.

Seasonal variation of facial UV exposures in the shade

Turnbull, David J. and Parisi, Alfio V.. 2011. "Seasonal variation of facial UV exposures in the shade." Household and Personal Care Today.

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.2011.07.007

Modeling 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/10.1029/2007GL031524

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/10.1088/0957-0233/22/6/065703

Impacts 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/10.1175/2009BAMS2769.1

On 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.

Experiment kit for first year physics students to undertake practicals at any place and any time

Parisi, Alfio and Turner, Joanna. 2009. "Experiment kit for first year physics students to undertake practicals at any place and any time." Kift, Sally (ed.) ALTC First Year Experience Curriculum Design Symposium 2009. Brisbane, Australia 05 - 06 Feb 2009 Brisbane, Australia.

Direct comparison between the angular distributions of the erythemal and eye-damaging UV irradiances: a pilot study

Schouten, P. and Parisi, A. V.. 2011. "Direct comparison between the angular distributions of the erythemal and eye-damaging UV irradiances: a pilot study." Journal of Photochemistry and Photobiology, B: Biology. 102 (2), pp. 146-155. https://doi.org/10.1016/j.jphotobiol.2010.11.001

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/10.1088/0957-0233/22/1/015801

Variations in UV exposure due to reflected UV radiation in the urban environment

Turner, Joanna and Parisi, Alfio. 2010. "Variations in UV exposure due to reflected UV radiation in the urban environment." 35th Meeting of the American Society for Photobiology. Brown University, Providence, United States 12 - 16 Jun 2010 USA.

Understanding UV reflection in the urban environment

Turner, Joanna and Parisi, Alfio. 2010. "Understanding UV reflection in the urban environment." NIWA 2010 UV Workshop: UV Radiation and its Effects - an Update 2010. Queenstown, New Zealand 07 - 09 May 2010 Wellington, New Zealand.

Phenothiazine UVA dosimeter: characteristics and performance

Jia, Keqin, Parisi, Alfio V. and Kimlin, Michael G.. 2010. "Phenothiazine UVA dosimeter: characteristics and performance." Photochemical and Photobiological Sciences. 9 (9), pp. 1224-1227. https://doi.org/10.1039/c0pp00094a

Describing the ultra violet light radiation environment of the grape bunch

Kennedy, Ursula J., Rhymer, Dylan, Parisi, Alfio and Learmonth, Robert P.. 2010. "Describing the ultra violet light radiation environment of the grape bunch." 14th Australian Wine Industry Technical Conference. Adelaide, Australia 03 - 08 Jul 2010 Adelaide, Australia.

Sunlight 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.

Remote laboratories and experiment kits for tertiary Physics distance education students: where is USQ now?

Turner, Joanna, Parisi, Alfio V., Carter, Brad and Brown, Carolyn. 2010. "Remote laboratories and experiment kits for tertiary Physics distance education students: where is USQ now?" Barberio, E. and Hannaford, P. (ed.) AIP 2010: 19th Australian Institute of Physics Congress. Melbourne, Australia 05 - 09 Dec 2010 Melbourne, Australia.

Ultraviolet reflection and outdoor workers: why warm seasons have less influence on reflected UV exposures than cool seasons

Turner, Joanna and Parisi, Alfio V.. 2010. "Ultraviolet reflection and outdoor workers: why warm seasons have less influence on reflected UV exposures than cool seasons." Barberio, E. and Hannaford, P. (ed.) AIP 2010: 19th Australian Institute of Physics Congress. Melbourne, Australia 05 - 09 Dec 2010 Melbourne, 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.659

Techniques 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. 192-204

Sunlight 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.2010.02.010

Vitamin D irradiance in summer shade and sun

Turnbull, David J. and Parisi, Alfio. 2010. "Vitamin D irradiance in summer shade and sun." Household and Personal Care Today. 5 (3), pp. 4-6.

Beneficial vitamin D3 producing UV compared to damaging overexposure

Turnbull, David and Parisi, Alfio. 2009. Beneficial vitamin D3 producing UV compared to damaging overexposure. Toowoomba, Australia. University of Southern Queensland.

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 .

Sun 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.

Usage of the polyphenylene oxide dosimeter to measure annual solar erythemal exposures

Schouten, Peter W., Parisi, Alfio V. and Turnbull, David J.. 2010. "Usage of the polyphenylene oxide dosimeter to measure annual solar erythemal exposures." Photochemistry and Photobiology. 86 (3), pp. 706-710. https://doi.org/10.1111/j.1751-1097.2010.00720.x

UV dosimeter based on Polyphenylene Oxide for the measurement of UV exposures to plants and humans over extended periods

Parisi, Alfio, Schouten, Peter and Turnbull, David J.. 2010. "UV dosimeter based on Polyphenylene Oxide for the measurement of UV exposures to plants and humans over extended periods." NIWA 2010 UV Workshop: UV Radiation and its Effects - an Update 2010. Queenstown, New Zealand 07 - 09 May 2010 Wellington, New Zealand.

Measuring the influence of UV reflection from vertical metal surfaces on humans

Turner, Joanna and Parisi, Alfio V.. 2009. "Measuring the influence of UV reflection from vertical metal surfaces on humans." Photochemical and Photobiological Sciences. 8 (1), pp. 62-69. https://doi.org/10.1039/b814006e

Dosimeter for the measurement of UV exposures related to melanoma induction

Turnbull, David J. and Parisi, Alfio V.. 2010. "Dosimeter for the measurement of UV exposures related to melanoma induction." Physics in Medicine and Biology. 55 (13), pp. 3767-3776. https://doi.org/10.1088/0031-9155/55/13/013

Applicability of the polyphenylene oxide film dosimeter to high UV exposures in aquatic environments

Schouten, P. W., Parisi, A. V. and Turnbull, D. J.. 2009. "Applicability of the polyphenylene oxide film dosimeter to high UV exposures in aquatic environments." Journal of Photochemistry and Photobiology, B: Biology. 96 (3), pp. 184-192. https://doi.org/10.1016/j.jphotobiol.2009.06.007

Effect 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.

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.x

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

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/b901741k

Ultraviolet 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.x

Solar 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/10.1029/2009GL037666

Empirical evaluation of global vitamin D effective ultraviolet irradiances under cloudy conditions for a sub-tropical southern hemisphere site

Turnbull, David J., Parisi, Alfio V. and Schouten, Peter W.. 2010. "Empirical evaluation of global vitamin D effective ultraviolet irradiances under cloudy conditions for a sub-tropical southern hemisphere site." Radiation Research. 173 (5), pp. 703-708. https://doi.org/10.1667/RR1936.1

Latitudinal variations over Australia of the solar UV exposures for vitamin D3 in shade compared to full sun

Turnbull, David J. and Parisi, Alfio V.. 2010. "Latitudinal variations over Australia of the solar UV exposures for vitamin D3 in shade compared to full sun." Radiation Research. 173 (3), pp. 373-379. https://doi.org/10.1667/RR1951.1

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.

The 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.2007.06.004

The 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.2006.08.009

Total 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.131

Fast-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.71.066304

An 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.2007.06.009

Dependence 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 biologically effective spectra for erythema and pre-vitamin D3 synthesis

Parisi, A. V., Turnbull, D. J. and Turner, J.. 2009. "Comparison of biologically effective spectra for erythema and pre-vitamin D3 synthesis." International Journal of Biometeorology: the description, causes, and implications of climatic change. 53 (1), pp. 11-15. https://doi.org/10.1007/s00484-008-0186-z

Modelling 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.

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.x

Protection from solar erythemal ultraviolet radiation -simulated wear and laboratory testing

Wilson, Cheryl A. and Parisi, Alfio. 2006. "Protection from solar erythemal ultraviolet radiation -simulated wear and laboratory testing." Textile Research Journal. 76 (3), pp. 216-225. https://doi.org/10.1177/0040517506060907

Assessment of sun exposure in adolescent girls using activity diaries

Sullivan, S. S., Cobb, J. L., Rosen, C. J., Holick, M. F., Chen, T. C., Kimlin, Michael G. and Parisi, Alfio. 2003. "Assessment of sun exposure in adolescent girls using activity diaries." Nutrition Research. 23 (5), pp. 631-644.

Dosimeter for the measurement of plant damaging solar UV exposures

Turner, J., Parisi, A. V. and Turnbull, D. J.. 2009. "Dosimeter for the measurement of plant damaging solar UV exposures." Agricultural and Forest Meteorology. 149 (8), pp. 1301-1306. https://doi.org/10.1016/j.agrformet.2009.03.002

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.

Usage of the polyphenylene oxide dosimeter to measure solar UVB and erythemal UV exposures over extended intervals

Schouten, Peter, Parisi, Alfio and Turnbull, David J.. 2008. "Usage of the polyphenylene oxide dosimeter to measure solar UVB and erythemal UV exposures over extended intervals." 2008 Australian Health and Medical Research Congress. Brisbane, Australia 16 - 21 Nov 2008 Australia.

Measurement of ultraviolet radiation reflectivity: underestimating the influence of specular reflection in personal ultraviolet radiation exposure from non-horizontal surfaces

Turner, Joanna and Parisi, Alfio. 2008. "Measurement of ultraviolet radiation reflectivity: underestimating the influence of specular reflection in personal ultraviolet radiation exposure from non-horizontal surfaces." 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.

Characterising the influence on human UV exposures due to reflective vertical surfaces

Turner, Joanna and Parisi, Alfio. 2008. "Characterising the influence on human UV exposures due to reflective vertical surfaces." 2008 American Society for Photobiology Symposia. Burlingame, California 20 - 25 Jun 2008 United States.

Measurement of solar UVB exposures in sea water with a high exposure dosimeter

Schouten, Peter, Parisi, Alfio and Turnbull, David J.. 2008. "Measurement of solar UVB exposures in sea water with a high exposure dosimeter." 2008 American Society for Photobiology Symposia. Burlingame, California 20 - 25 Jun 2008 United States.

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.

Solar ultraviolet protection provided by human head hair

Parisi, Alfio V., Smith, Don, Schouten, Peter and Turnbull, David J.. 2009. "Solar ultraviolet protection provided by human head hair." Photochemistry and Photobiology. 85 (1), pp. 250-254. https://doi.org/10.1111/j.1751-1097.2008.00428.x

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/b801685b

Erythemal 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.

Gamma rays

Parisi, Alfio. 2008. "Gamma rays." Barnard, L., Borger, H., Coombs, J., Edwards, C., Jackson, H., Lord, M. and Paine, N. (ed.) Scientifica: the comprehensive guide to the world of science : mathematics, physics, astronomy, biology, chemistry, geology, medicine. Elanora Heights, Australia. Millennium House. pp. 62-63

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.

Comparison of Brewer spectrophotometer ultraviolet data from similar latitudes in the northern and southern hemisphere

Kimlin, M. G., Sabburg, J. M., Parisi, A. V. and Meltzer, R. S.. 2003. "Comparison of Brewer spectrophotometer ultraviolet data from similar latitudes in the northern and southern hemisphere." Journal of Atmospheric and Solar: Terrestrial Physics. 65 (16), pp. 1401-1410. https://doi.org/10.1016/j.jastp.2003.09.003

Take-home physics experiment kit for on-campus and off-campus students

Turner, Joanna and Parisi, Alfio. 2008. "Take-home physics experiment kit for on-campus and off-campus students." Teaching Science: The Journal of the Australian Science Teachers Association. 54 (2), pp. 20-23.

Imaging the environmental ultraviolet

Downs, N. J. and Parisi, A. V.. 2008. "Imaging the environmental ultraviolet." Australian Physics. 45 (4), pp. 132-137.

Reflected solar radiation from horizontal, vertical and inclined surfaces: ultraviolet and visible spectral and broadband behaviour due to solar zenith angle, orientation and surface type

Turner, J., Parisi, A. V. and Turnbull, D. J.. 2008. "Reflected solar radiation from horizontal, vertical and inclined surfaces: ultraviolet and visible spectral and broadband behaviour due to solar zenith angle, orientation and surface type." Journal of Photochemistry and Photobiology, B: Biology. 92 (1), pp. 29-37. https://doi.org/10.1016/j.jphotobiol.2008.03.006

Utilising shade to optimize UV exposure for vitamin D

Turnbull, D. J. and Parisi, A. V.. 2008. "Utilising shade to optimize UV exposure for vitamin D." Atmospheric Chemistry and Physics. 8 (11), pp. 2841-2846.

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.

Field calibrations of a long-term UV dosimeter for aquatic UVB exposures

Schouten, P. W., Parisi, A. V. and Turnbull, D. J.. 2008. "Field calibrations of a long-term UV dosimeter for aquatic UVB exposures." Journal of Photochemistry and Photobiology, B: Biology. 91 (2-3), pp. 108-116. https://doi.org/10.1016/j.jphotobiol.2008.02.004

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.

Influence 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.2008.01.010

Better characterisation of the underwater solar UV environment using a high exposure dosimeter

Schouten, Peter and Parisi, Alfio. 2006. "Better characterisation of the underwater solar UV environment using a high exposure dosimeter." Showcasing Toowoomba Area Health Research 2006. Toowoomba, Australia 25 Aug 2006

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 2006

Optimizing solar UV-radiation exposures for vitamin D3: comparing global and diffuse spectral UV radiation

Turnbull, David J. and Parisi, Alfio V.. 2008. "Optimizing solar UV-radiation exposures for vitamin D3: comparing global and diffuse spectral UV radiation." Radiation Research. 169 (3), pp. 344-349. https://doi.org/10.1667/RR1136.1

Contoured 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 2007

Calculation of cloud modification factors for the horizontal plane eye damaging ultraviolet radiation

Parisi, A. V., Turnbull, D. J. and Turner, J.. 2007. "Calculation of cloud modification factors for the horizontal plane eye damaging ultraviolet radiation." Atmospheric Research. 86 (3/4), pp. 278-285. https://doi.org/10.1016/j.atmosres.2007.06.003

Cloud observations for the statistical evaluation of the UV index at Toowoomba, Australia

Parisi, A. V., Sabburg, J., Turner, J. and Dunn, P. K.. 2008. "Cloud observations for the statistical evaluation of the UV index at Toowoomba, Australia." International Journal of Biometeorology: the description, causes, and implications of climatic change. 52 (3), pp. 159-166. https://doi.org/10.1007/s00484-007-0106-7

Patterns 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.x

Quantitative assessment of human exposure - UVA radiation

Kimlin, M. G., Parisi, A. V., Macaranas, J. M. and Turnbull, D. J.. 2005. "Quantitative assessment of human exposure - UVA radiation." Aral, M. M., Brebbia, C. A., Maslia, M. L. and Sinks, T. (ed.) Environmental exposure and health. Southampton, United Kingdom. WIT Press. pp. 329-337

Variability in the annual erythemal ultraviolet exposure of school children in south east Queensland

Kimlin, Michael G., Parisi, Alfio V. and Mainstone, John S.. 2000. "Variability in the annual erythemal ultraviolet exposure of school children in south east Queensland." Radiation Protection in Australasia. 17 (2), pp. 15-25.

Effect of stretch on the ultraviolet spectral transmission of one type of commonly used clothing

Kimlin, M. G., Parisi, A. V. and Meldrum, L. R.. 1999. "Effect of stretch on the ultraviolet spectral transmission of one type of commonly used clothing." Photodermatology, Photoimmunology and Photomedicine. 15 (5), pp. 171-174. https://doi.org/10.1111/j.1600-0781.1999.tb00079.x

Effects of simple measures to reduce the occupational solar UV exposure of outdoor workers

Parisi, A. and Kimlin, M.. 1999. "Effects of simple measures to reduce the occupational solar UV exposure of outdoor workers." Journal of Occupational Health and Safety: Australia and New Zealand. 15 (3), pp. 267-272.

Quantification of personal solar UV exposure of outdoor workers, indoor workers and adolescents at two locations in southeast Queensland

Kimlin, M. G., Parisi, A. V. and Wong, J. C. F.. 1998. "Quantification of personal solar UV exposure of outdoor workers, indoor workers and adolescents at two locations in southeast Queensland." Photodermatology, Photoimmunology and Photomedicine. 14 (1), pp. 7-11. https://doi.org/10.1111/j.1600-0781.1998.tb00002.x

The facial distribution of erythemal ultraviolet exposure in south-east Queensland

Kimlin, M. G., Parisi, A. V. and Wong, J. C. F.. 1998. "The facial distribution of erythemal ultraviolet exposure in south-east Queensland." Physics in Medicine and Biology. 43 (2), pp. 231-240. https://doi.org/10.1088/0031-9155/43/2/002

Simultaneous comparison of the personal UV exposure of two human groups at different altitudes

Kimlin, M. G., Wong, J. C. F. and Parisi, A. V.. 1998. "Simultaneous comparison of the personal UV exposure of two human groups at different altitudes." Health Physics. 74 (4), pp. 429-434.

Ultraviolet radiation

Parisi, Alfio. 2005. "Ultraviolet radiation." Beale, John (ed.) Young tall poppy science heroes. Sydney, Australia. Australia Institute of Political Science. pp. 45-48

Utilising shade to optimize UV exposure for vitamin D

Turnbull, David J. and Parisi, Alfio. 2007. "Utilising shade to optimize UV exposure for vitamin D." Physikalisch-Meteorologisches Observatorium Davos / World Radiation Center: A Conference Celebrating One Century of UV Radiation Research. Davos, Switzerland 18 - 20 Sep 2007 Davos, Switzerland.

Application of poly (2,6-dimethyl-1, 4-phenylene oxide) film for the long - term measurement of underwater solar UVB

Schouten, Peter, Parisi, Alfio and Turnbull, David J.. 2007. "Application of poly (2,6-dimethyl-1, 4-phenylene oxide) film for the long - term measurement of underwater solar UVB." Grabner, 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.

Short wavelength cut-offs and maximum spectral irradiance wavelengths comparisons of the spectra for erythema and pre-vitamin D3 synthesis

Parisi, Alfio, Turnbull, David J. and Turner, Joanna. 2007. "Short wavelength cut-offs and maximum spectral irradiance wavelengths comparisons of the spectra for erythema and pre-vitamin D3 synthesis." Physikalisch-Meteorologisches Observatorium Davos / World Radiation Center: A Conference Celebrating One Century of UV Radiation Research. Davos, Switzerland 18 - 20 Sep 2007 Davos, Switzerland.

Dosimetric and spectroradiometric investigations of glass-filtered solar UV

Parisi, Alfio V., Turnbull, David J. and Kimlin, Michael G.. 2007. "Dosimetric and spectroradiometric investigations of glass-filtered solar UV." Photochemistry and Photobiology. 83 (4), pp. 777-781. https://doi.org/10.1562/2006-08-20-RA-1007

Influence of clouds on pre-vitamin D3 effective solar UV exposures

Parisi, Alfio V., Turnbull, David J. and Turner, Joanna. 2007. "Influence of clouds on pre-vitamin D3 effective solar UV exposures." Environmental Health. 7 (3), pp. 75-83.

Variations 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 2001

Comparing 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.

Evaluation of a high exposure solar UV dosimeter for underwater use

Schouten, Peter W., Parisi, Alfio V. and Turnbull, David J.. 2007. "Evaluation of a high exposure solar UV dosimeter for underwater use." Photochemistry and Photobiology. 83 (4), pp. 931-937. https://doi.org/10.1111/j.1751-1097.2007.00085.x

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/b607553c

Spectral dependency of cloud enhanced UV irradiance

Sabburg, Jeff and Parisi, Alfio. 2006. "Spectral dependency of cloud enhanced UV irradiance." Atmospheric Research. 81 (3), pp. 206-214.

Enhanced spectral UV irradiance: a one year preliminary study

Sabburg, Jeff, Parisi, Alfio and Kimlin, Michael G.. 2003. "Enhanced spectral UV irradiance: a one year preliminary study." Atmospheric Research. 66 (4), pp. 261-272.

Development of a high exposure underwater solar UV dosimeter

Schouten, Peter, Parisi, Alfio and Turnbull, David J.. 2006. "Development of a high exposure underwater solar UV dosimeter." Sang, Robert and Dobson, John (ed.) 17th National Congress of the Australian Institute of Physics. Brisbane, Australia 03 - 08 Dec 2006 Brisbane, Australia.

Ozone, cloud, solar and UV-B levels at a low pollution, southern hemisphere, sub-tropical site for winter/spring 1995

Sabburg, J., Parisi, A. V. and Wong, J. C. F.. 1997. "Ozone, cloud, solar and UV-B levels at a low pollution, southern hemisphere, sub-tropical site for winter/spring 1995." Professor Yogesh K Dwivedi. 20 (4), pp. 198-202.

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.

Ultraviolet radiation, shade and vitamin D3

Turnbull, David J. and Parisi, Alfio. 2006. "Ultraviolet radiation, shade and vitamin D3." Australian Institute of Physics (AIP) 17th National Congress 2006. Brisbane, Australia 03 - 08 Dec 2006

Measuring solar UV exposures

Parisi, Alfio. 2000. "Measuring solar UV exposures." Prevention of Skin Cancer and Melanoma Conference 2000. Brisbane, Australia 04 - 05 Dec 2000 Brisbane, Australia.

Spectral, broadband and personal solar UV measurements at a sub-tropical latitude

Parisi, Alfio. 2000. "Spectral, broadband and personal solar UV measurements at a sub-tropical latitude." 14th National Congress of the Australian Institute of Physics. Adelaide, Australia 10 - 15 Dec 2000 Parkville, Vic., Australia.

Ambient and personal solar ultraviolet exposure measurements

Parisi, Alfio. 2001. "Ambient and personal solar ultraviolet exposure measurements." 26th Annual Conference of the Australasian Radiation Protection Society. Gold Coast, Australia 18 - 20 Sep 2001

Scattered and filtered solar UV measurements

Parisi, Alfio, Sabburg, Jeff and Kimlin, Michael G.. 2004. Scattered and filtered solar UV measurements. Dordrecht. Kluwer Academic Publishers.

Solar UV dosimetry

Parisi, Alfio and Turnbull, David J.. 2006. "Solar UV dosimetry." McKenzie, Richard (ed.) UV Radiation and its Effects: an Update 2006. Dunedin, New Zealand 19 - 21 Apr 2006 Wellington, NZ.

Development of a technique for spectral solar ultraviolet albedo measurements of building materials

Parisi, Alfio. 1999. "Development of a technique for spectral solar ultraviolet albedo measurements of building materials." Engineering and Physical Sciences in Medicine Conference (1999). Surfers Paradise, Australia 24 - 27 Oct 1999

Increasing the protection offered by shade structures

Turnbull, David J. and Parisi, Alfio. 2006. "Increasing the protection offered by shade structures." 6th Annual Health and Medical Research Conference of Queensland. Brisbane, Queensland 23 - 24 Nov 2006 Brisbane, Queensland.

Development of a polymer for quantification of harmful ocular exposures

Turnbull, David J., Parisi, Alfio and van den Ancker, Tania. 2006. "Development of a polymer for quantification of harmful ocular exposures." 6th Annual Health and Medical Research Conference of Queensland. Brisbane, Queensland 23 - 24 Nov 2006 Brisbane, Queensland.

Shade, diffuse UV and vitamin D

Turnbull, David J. and Parisi, Alfio. 2006. "Shade, diffuse UV and vitamin D." 6th Annual Health and Medical Research Conference of Queensland. Brisbane, Queensland 23 - 24 Nov 2006 Brisbane, Queensland.

Influence of clouds on pre-vitamin D3 effective solar UV exposures

Parisi, Alfio, Turnbull, David J. and Turner, Joanna. 2006. "Influence of clouds on pre-vitamin D3 effective solar UV exposures." International Symposium on Environmental Health, Climate Change and Sustainability (2006). Brisbane, Australia 21 - 22 Nov 2006

Effects of tree shade on solar ultraviolet exposures to humans

Parisi, Alfio. 2002. "Effects of tree shade on solar ultraviolet exposures to humans." UV Radiation and its Effects: an Update 2002. Christchurch, New Zealand 26 - 28 Mar 2002 Wellingto, New Zealand.

Usage of a dosimeter spectrum evaluator for different environments

Parisi, A. V. and Wong, J. C. F.. 1999. "Usage of a dosimeter spectrum evaluator for different environments." Wong, Joe and Parisi, Alfio (ed.) 2nd Internet Conference on Photochemistry and Photobiology: Protection Against the Hazards of UVR 1999. 18 Jan - 05 Feb 1999

Dosimeter for measurement of UVA exposures

Parisi, Alfio and Kimlin, Michael G.. 2004. "Dosimeter for measurement of UVA exposures." Slusser, James R., Herman, Jay R., Gao, Wei and Bernhard, Germar (ed.) SPIE Annual Meeting 2004. Denver, United States 01 Aug 2004 Bellingham, Washington, USA.

Solar UVA exposures

Parisi, Alfio and Kimlin, Michael G.. 2005. "Solar UVA exposures." Bernhard, Germar, Slusser, James R., Herman, Jay R. and Gao, Wei (ed.) Optics & Photonics 2005. San Diego, United States 31 Jul 2005 Bellingham, Washington, USA.

Polysulphone film thickness and its effects in ultraviolet radiation dosimetry

Parisi, A. V., Meldrum, L. R. and Kimlin, M. G.. 1999. "Polysulphone film thickness and its effects in ultraviolet radiation dosimetry." Parisi, Alfio and Wong, Joe (ed.) 2nd Internet Conference on Photochemistry and Photobiology: Protection Against the Hazards of UVR 1999. 18 Jan - 05 Feb 1999

Determination of the solar ultraviolet radiation in tree shade

Parisi, Alfio and Kimlin, Michael G.. 1999. "Determination of the solar ultraviolet radiation in tree shade." Australian Science Teachers' Journal. 45 (2), pp. 55-57.

Why do UV levels vary?

Parisi, Alfio and Kimlin, Michael G.. 1997. "Why do UV levels vary?" Australasian Science. 18 (2), pp. 39-41.

Ozone and ultraviolet radiation

Parisi, Alfio and Kimlin, Michael G.. 1997. "Ozone and ultraviolet radiation." Australasian Science. 18 (1), pp. 44-46.

Plant canopy shape and the influences on UV exposures to the canopy

Parisi, A. V. and Wong, J. C. F.. 1996. "Plant canopy shape and the influences on UV exposures to the canopy." Photochemistry and Photobiology. 64 (1), pp. 143-148. https://doi.org/10.1111/j.1751-1097.1996.tb02434.x

Solar UV radiation measurements with polysulphone

Parisi, Alfio. 2004. "Solar UV radiation measurements with polysulphone." Chemistry in Australia. 71 (2), pp. 16-18.

Measurement of reflected, total and diffuse solar erythemal ultraviolet radiation

Parisi, Alfio and Kimlin, Michael G.. 1998. "Measurement of reflected, total and diffuse solar erythemal ultraviolet radiation." Australian Science Teachers' Journal. 44 (3), pp. 9-11.

The effects of body size and orientation on ultraviolet radiation exposure

Parisi, A. V., Kimlin, M. G., Wong, J. C. F. and Fleming, R. A.. 1996. "The effects of body size and orientation on ultraviolet radiation exposure." Photodermatology, Photoimmunology and Photomedicine. 12 (2), pp. 66-72. https://doi.org/10.1111/j.1600-0781.1996.tb00177.x

Assessment of ultraviolet radiation exposures in photobiological experiments

Wong, J. C. F. and Parisi, A. V.. 1999. "Assessment of ultraviolet radiation exposures in photobiological experiments." Wong, Joe and Parisi, Alfio (ed.) 2nd Internet Conference on Photochemistry and Photobiology: Protection Against the Hazards of UVR 1999. 18 Jan - 05 Feb 1999

Human exposure to filtered solar ultraviolet radiation

Parisi, A. V. and Wong, J. C. F.. 1997. "Human exposure to filtered solar ultraviolet radiation." 1st Internet Conference on Photochemistry and Photobiology 1997. 17 Nov - 19 Dec 1997

Reducing human exposure to solar ultraviolet radiation

Wong, J. C., Cowling, I. and Parisi, A. V.. 1997. "Reducing human exposure to solar ultraviolet radiation." 1st Internet Conference on Photochemistry and Photobiology 1997. 17 Nov - 19 Dec 1997

A method for evaluation of UV and biologically effective exposures to plants

Parisi, A. V., Wong, J. C. F. and Galea, V.. 1996. "A method for evaluation of UV and biologically effective exposures to plants." Photochemistry and Photobiology. 64 (2), pp. 326-333. https://doi.org/10.1111/j.1751-1097.1996.tb02466.x

Errors in determining broadband ultraviolet irradiances from spectral measurements

Parisi, A. V., Wong, J. C. F., Kimlin, M. G. and Meldrum, L. R.. 1999. "Errors in determining broadband ultraviolet irradiances from spectral measurements." Radiation Protection in Australasia. 16 (2), pp. 10-15.

A dosimetric technique for the measurement of ultraviolet radiation exposure to plants

Parisi, A. V. and Wong, C. F.. 1994. "A dosimetric technique for the measurement of ultraviolet radiation exposure to plants." Photochemistry and Photobiology. 60 (5), pp. 470-474. https://doi.org/10.1111/j.1751-1097.1994.tb05136.x

A new method for measurements of erythemal irradiance

Parisi, A. V. and Wong, J. C. F.. 1996. "A new method for measurements of erythemal irradiance." Photodermatology, Photoimmunology and Photomedicine. 12 (4), pp. 171-179. https://doi.org/10.1111/j.1600-0781.1996.tb00195.x

An alternative speed of light measurement experiment for a senior physics laboratory

Parisi, A. V., Mottram, K., Kimlin, M. G., Wilson, M. and Wollstein, A.. 1999. "An alternative speed of light measurement experiment for a senior physics laboratory." Australian Science Teachers' Journal. 45 (4), pp. 51-53.

Testing the solar ultraviolet transmission of clothing and shade materials

Parisi, Alfio and Kimlin, Michael G.. 1999. "Testing the solar ultraviolet transmission of clothing and shade materials." Australian Science Teachers' Journal. 45 (1), pp. 51-53.

Assessment of the exposure to biologically effective UV radiation using a dosimetric technique to evaluate the solar spectrum

Parisi, A. V., Wong, J. C. F. and Moore, G. I.. 1997. "Assessment of the exposure to biologically effective UV radiation using a dosimetric technique to evaluate the solar spectrum." Physics in Medicine and Biology. 42 (1), pp. 77-88. https://doi.org/10.1088/0031-9155/42/1/005

Measurement of UVA exposure to solar radiation

Wong, J. C. F. and Parisi, A. V.. 1996. "Measurement of UVA exposure to solar radiation." Photochemistry and Photobiology. 63 (6), pp. 807-810. https://doi.org/10.1111/j.1751-1097.1996.tb09634.x

Erythemal irradiances of filtered ultraviolet radiation

Parisi, A. V. and Wong, J. C. F.. 1997. "Erythemal irradiances of filtered ultraviolet radiation." Physics in Medicine and Biology. 42 (7), pp. 1263-1275. https://doi.org/10.1088/0031-9155/42/7/003

Comparison of biologically damaging spectral solar ultraviolet radiation at a southern hemisphere sub-tropical site

Parisi, Alfio, Sabburg, Jeff and Kimlin, Michael G.. 2003. "Comparison of biologically damaging spectral solar ultraviolet radiation at a southern hemisphere sub-tropical site." Physics in Medicine and Biology. 48 (8), pp. N121-N129. https://doi.org/10.1088/0031-9155/48/8/401

Dosimetric measurement of the visible and UV exposures on field grown soybean plants

Parisi, Alfio, Galea, V. and Randall, C.. 2003. "Dosimetric measurement of the visible and UV exposures on field grown soybean plants." Agricultural and Forest Meteorology. 120, pp. 153-160. https://doi.org/10.1016/j.agrformet.2003.08.012

Optical properties of poly (2,6-Dimethyl-1,4-Phenylene Oxide) film and its potential for a long-term solar ultraviolet dosimeter

Lester, Rick A., Parisi, Alfio, Kimlin, Michael G. and Sabburg, Jeff. 2003. "Optical properties of poly (2,6-Dimethyl-1,4-Phenylene Oxide) film and its potential for a long-term solar ultraviolet dosimeter." Physics in Medicine and Biology. 48, pp. 3685-3698.

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/s00704-003-0012-9

Lifetime ultraviolet exposure estimates for selected population groups in south east Queensland

Parisi, A. V., Meldrum, L. R., Wong, J. C. F., Aitken, J. and Fleming, R. A.. 1999. "Lifetime ultraviolet exposure estimates for selected population groups in south east Queensland." Physics in Medicine and Biology. 44 (12), pp. 2947-2953. https://doi.org/10.1088/0031-9155/44/12/307

Horizontal and sun normal spectral biologically effective ultraviolet irradiances

Parisi, Alfio and Kimlin, Michael G.. 1999. "Horizontal and sun normal spectral biologically effective ultraviolet irradiances." Journal of Photochemistry and Photobiology, B: Biology. 53 (1-3), pp. 70-74. https://doi.org/10.1016/S1011-1344(99)00128-1

Field measurements on protection by stockings from solar erythemal ultraviolet radiation

Parisi, A. V., Kimlin, M. G., Meldrum, L. R. and Relf, C. M.. 1999. "Field measurements on protection by stockings from solar erythemal ultraviolet radiation." Radiation Protection Dosimetry. 86 (1), pp. 69-72.

The erythemal ultraviolet exposure for humans in greenhouses

Parisi, A. V. and Wong, J. C. F.. 1997. "The erythemal ultraviolet exposure for humans in greenhouses." Physics in Medicine and Biology. 42 (12), pp. 2331-2339. https://doi.org/10.1088/0031-9155/42/12/002

Quantitative evaluation of the personal erythemal ultraviolet exposure in a car

Parisi, A. V. and Wong, J. C. F.. 1998. "Quantitative evaluation of the personal erythemal ultraviolet exposure in a car." Photodermatology, Photoimmunology and Photomedicine. 14 (1), pp. 12-16. https://doi.org/10.1111/j.1600-0781.1998.tb00003.x

Simultaneous assessment of photosynthetically active and ultraviolet solar radiation

Parisi, A. V., Wong, J. C. F. and Randall, C.. 1998. "Simultaneous assessment of photosynthetically active and ultraviolet solar radiation." Agricultural and Forest Meteorology. 92 (2), pp. 97-103. https://doi.org/10.1016/S0168-1923(98)00094-X

A study of the total ultraviolet exposure to all the leaves for small plant growth

Parisi, A. V., Wong, J. C. F. and Galea, V. J.. 1998. "A study of the total ultraviolet exposure to all the leaves for small plant growth." Journal of Photochemistry and Photobiology, B: Biology. 45 (1), pp. 36-42. https://doi.org/10.1016/S1011-1344(98)00157-2

Biologically damaging UV in the shade

Turnbull, David J. and Parisi, Alfio. 2002. "Biologically damaging UV in the shade." 2002 Physical Sciences and Engineering in Medicine Local Symposium. Brisbane, Australia 28 Jun 2002

Shade and melanoma inducing wavelengths

Turnbull, David J. and Parisi, Alfio. 2002. "Shade and melanoma inducing wavelengths." 2002 Annual Queensland Health and Medical Scientific Meeting. Brisbane, Australia 04 - 05 Dec 2002

UV protection and shade structures

Turnbull, David J., Parisi, Alfio and Sabburg, Jeff. 2003. "UV protection and shade structures." 10th Congress of the European Society for Photobiology. Vienna, Austria 06 - 11 Sep 2003

UV protection provided by public shade structures during winter

Turnbull, David J., Parisi, Alfio and Sabburg, Jeff. 2003. "UV protection provided by public shade structures during winter." 2003 Annual Queensland Health and Medical Scientific Meeting. Brisbane, Australia 25 - 26 Nov 2003

The protective nature of public shade structures in Australia

Turnbull, David J., Parisi, Alfio and Sabburg, Jeff. 2003. "The protective nature of public shade structures in Australia." 2003 Australian Institute of Physics Postgraduate Night. Brisbane, Australia 21 Oct 2003

Improving the protective efficiency of shade structures

Turnbull, David J. and Parisi, Alfio. 2004. "Improving the protective efficiency of shade structures." 14th International Congress on Photobiology. Jeju, South Korea 10 - 15 Jun 2004

Development of a photosensitive polymer for measurement of damaging ocular radiation exposures

Turnbull, David J., Parisi, Alfio and van den Ancker, Tania. 2006. "Development of a photosensitive polymer for measurement of damaging ocular radiation exposures." Showcasing Toowoomba Area Health Research 2006. Toowoomba, Australia 25 Aug 2006

Effect 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.

Actinic ultraviolet exposures to humans assessed with a dosimetric technique

Parisi, A. V. and Wong, J. C. F.. 1999. "Actinic ultraviolet exposures to humans assessed with a dosimetric technique." International Journal of Environmental Health Research. 9 (4), pp. 277-284. https://doi.org/10.1080/09603129973074

Quantifying the effects of simple measures to reduce the occupational solar ultraviolet exposure of outdoor workers

Parisi, Alfio and Kimlin, Michael G.. 1999. "Quantifying the effects of simple measures to reduce the occupational solar ultraviolet exposure of outdoor workers." Journal of Occupational Health and Safety: Australia and New Zealand. 15 (3), pp. 267-272.

Comparison of the spectral biologically effective solar ultraviolet in adjacent tree shade and sun

Parisi, Alfio and Kimlin, Michael G.. 1999. "Comparison of the spectral biologically effective solar ultraviolet in adjacent tree shade and sun." Physics in Medicine and Biology. 44 (8), pp. 2071-2080.

Variations in solar erythemal ultraviolet occupational exposure due to daylight saving time in Australia

Parisi, Alfio, Kimlin, M. G. and Mainstone, J. S.. 1999. "Variations in solar erythemal ultraviolet occupational exposure due to daylight saving time in Australia." Radiation Protection in Australasia. 16 (3), pp. 13-20.

An estimation of biological hazards due to solar radiation

Parisi, A. V. and Wong, J. C. F.. 2000. "An estimation of biological hazards due to solar radiation." Journal of Photochemistry and Photobiology, B: Biology. 54 (2-3), pp. 126-130. https://doi.org/10.1016/S1011-1344(00)00006-3

Field based measurements of personal erythemal ultraviolet exposure through a common summer garment

Parisi, A. V., Kimlin, M. G., Mulheran, L., Meldrum, L. R. and Randall, C.. 2000. "Field based measurements of personal erythemal ultraviolet exposure through a common summer garment." Photodermatology, Photoimmunology and Photomedicine. 16 (3), pp. 134-138. https://doi.org/10.1111/j.1600-0781.2000.160307.x

Comparison of the biologically effective UV in the shade for three action spectra

Turnbull, David J. and Parisi, Alfio. 2005. "Comparison of the biologically effective UV in the shade for three action spectra." Environmental Health. 5 (2), pp. 26-35.

Annual variation of the angular distribution of the UV beneath public shade structures

Turnbull, David J. and Parisi, A. V.. 2004. "Annual variation of the angular distribution of the UV beneath public shade structures." Journal of Photochemistry and Photobiology, B: Biology. 76 (1-3), pp. 41-47. https://doi.org/10.1016/j.jphotobiol.2004.07.006

Scattered UV beneath public shade structures during winter

Turnbull, David J., Parisi, Alfio and Sabburg, Jeff. 2003. "Scattered UV beneath public shade structures during winter." Photochemistry and Photobiology. 78 (2), pp. 180-183.

Estimate of annual ultraviolet-A exposures in cars in Australia

Parisi, Alfio and Kimlin, Michael G.. 2000. "Estimate of annual ultraviolet-A exposures in cars in Australia." Radiation Protection Dosimetry. 90 (4), pp. 409-416.

Diffuse component of solar ultraviolet radiation in tree shade

Parisi, A. V., Kimlin, M. G., Wong, J. C. F. and Wilson, M.. 2000. "Diffuse component of solar ultraviolet radiation in tree shade." Journal of Photochemistry and Photobiology, B: Biology. 54 (2-3), pp. 116-120. https://doi.org/10.1016/S1011-1344(00)00003-8

Effect of meal break times on solar UV exposure to schoolchildren in a southeast Queensland summer month

Parisi, Alfio and Kimlin, Michael G.. 2000. "Effect of meal break times on solar UV exposure to schoolchildren in a southeast Queensland summer month." Environmetrics. 11 (5), pp. 563-570.

Reduction in the personal annual solar erythemal ultraviolet exposure provided by Australian gum trees

Parisi, Alfio, Kimlin, Michael G., Wong, J. C. F., Lester, Rick A. and Turnbull, David J.. 2000. "Reduction in the personal annual solar erythemal ultraviolet exposure provided by Australian gum trees." Radiation Protection Dosimetry. 92 (4), pp. 307-312.

Effect of childhood and adolescent ultraviolet exposures on cumulative exposure in south east Queensland schools

Parisi, A. V., Meldrum, L. R., Wong, J. C. F., Aitken, J. and Fleming, R. A.. 2000. "Effect of childhood and adolescent ultraviolet exposures on cumulative exposure in south east Queensland schools." Photodermatology, Photoimmunology and Photomedicine. 16 (1), pp. 19-24. https://doi.org/10.1034/j.1600-0781.2000.160106.x

Personal exposure distribution of solar erythemal ultraviolet radiation in tree shade over summer

Parisi, A. V., Kimlin, M. G., Wong, J. C. F. and Wilson, M.. 2000. "Personal exposure distribution of solar erythemal ultraviolet radiation in tree shade over summer." Physics in Medicine and Biology. 45 (2), pp. 349-356. https://doi.org/10.1088/0031-9155/45/2/307

Evaluation of differences in ultraviolet exposure during weekend and weekday activities

Parisi, A. V., Meldrum, L. R., Kimlin, M. G., Wong, J. C. F., Aitken, J. and Mainstone, J. S.. 2000. "Evaluation of differences in ultraviolet exposure during weekend and weekday activities." Physics in Medicine and Biology. 45 (8), pp. 2253-2262. https://doi.org/10.1088/0031-9155/45/8/314

Development of a blue light radiation dosimeter

Turnbull, David J. and Parisi, Alfio. 2005. "Development of a blue light radiation dosimeter." 5th Annual Health and Medical Research Conference of Queensland. Brisbane, Queensland 03 - 04 Nov 2005 Brisbane, Queensland.

Thin film dosimeter for the assessment of UVA exposures to humans

Parisi, Alfio and Kimlin, Michael G.. 2005. "Thin film dosimeter for the assessment of UVA exposures to humans." Arnold, J. (ed.) 30th Annual Conference of the Australasian Radiation Protection Society Conference (ARPS 2005). Melbourne, Australia 13 - 16 Nov 2005 Australia.

Development of a dosimetric tool to measure human UVA exposures

Kimlin, Michael G., Parisi, Alfio, Macaranas, J. and Turnbull, David J.. 2005. "Development of a dosimetric tool to measure human UVA exposures." Hoppe, P. (ed.) 17th International Congress of Biometeorology. Garmisch-Partenkirchen, Germany 05 - 09 Sep 2005 Munich.

Vitamin D effective ultra violet wavelengths due to scattering in shade

Turnbull, David J., Parisi, Alfio and Kimlin, Michael G.. 2005. "Vitamin D effective ultra violet wavelengths due to scattering in shade." The Journal of Steroid Biochemistry and Molecular Biology. 96 (5), pp. 431-436. https://doi.org/10.1016/j.jsbmb.2005.04.039

Measuring the diffuse component of solar UV beneath shade structures: a practical activity for an Australian summer

Turnbull, David J. and Parisi, Alfio. 2005. "Measuring the diffuse component of solar UV beneath shade structures: a practical activity for an Australian summer." Teaching Science: The Journal of the Australian Science Teachers Association. 51 (1), pp. 22-24.

Pre-vitamin D3 effective ultraviolet transmission through clothing during simulated wear

Parisi, Alfio and Wilson, Cheryl A.. 2005. "Pre-vitamin D3 effective ultraviolet transmission through clothing during simulated wear." Photodermatology, Photoimmunology and Photomedicine. 21 (6), pp. 303-310. https://doi.org/10.1111/j.1600-0781.2005.00180.x

Increasing the ultraviolet protection provided by shade structures

Turnbull, David J. and Parisi, Alfio. 2005. "Increasing the ultraviolet protection provided by shade structures." Journal of Photochemistry and Photobiology, B: Biology. 78 (1), pp. 61-67. https://doi.org/10.1016/j.jphotobiol.2004.09.002

Personal solar UV exposure measurements employing modified polysulphone with an extended dynamic range

Parisi, Alfio and Kimlin, Michael G.. 2004. "Personal solar UV exposure measurements employing modified polysulphone with an extended dynamic range." Photochemistry and Photobiology. 79 (5), pp. 411-415.

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/s00484-004-0213-7

Physics concepts of solar ultraviolet radiation by distance education

Parisi, Alfio. 2005. "Physics concepts of solar ultraviolet radiation by distance education." European Journal of Physics. 26 (2), pp. 313-320. https://doi.org/10.1088/0143-0807/26/2/009

Validation of a Sun-Exposure Questionnaire for Adolescent Girls

Cobb, Jennifer, Sullivan, Susan, Rosen, Clifford J., Holick, Michael F., Chen, Tai, Kimlin, Michael and Parisi, Alfio. 2002. "Validation of a Sun-Exposure Questionnaire for Adolescent Girls." Holick, Michael F. (ed.) 6th International Arnold Riki Symposium on the Biologic Effects of Light (2002). Boston, United States 16 - 18 Jun 2001 United States. Springer. https://doi.org/10.1007/978-1-4615-0937-0_14

Vitamin D Insufficiency In south-east Queensland

McGrath, John J., Kimlin, Michael G., Saha, Sukanta, Eyles, Darryl W. and Parisi, Alfio V.. 2001. "Vitamin D Insufficiency In south-east Queensland." Medical Journal of Australia. 174 (3), pp. 150-151. https://doi.org/10.5694/j.1326-5377.2001.tb143195.x

Photosensitization of the sunscreen octyl-p-dimethylaminobenzoate by UVA in human melanocytes but not in keratinocytes

Xu, Chunxia, Green, Adele, Parisi, Alfio and Parsons, Peter G.. 2001. "Photosensitization of the sunscreen octyl-p-dimethylaminobenzoate by UVA in human melanocytes but not in keratinocytes." Photochemistry and Photobiology. 73 (6), pp. 600-604. https://doi.org/10.1562/0031-8655(2001)0730600POTSOP2.0.CO2

Usage of real-time ultraviolet radiation data to modify the daily erythemal exposure of primary schoolchildren

Kimlin, Michael and Parisi, Alfio. 2001. "Usage of real-time ultraviolet radiation data to modify the daily erythemal exposure of primary schoolchildren ." Photodermatology, Photoimmunology and Photomedicine. 17 (3), pp. 130-135. https://doi.org/10.1034/j.1600-0781.2001.170305.x