Centre for Sustainable Agricultural Systems (Research)


Latest research outputs

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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

Article

Laboratory evaluation of soil amendments to limit structural degradation under a sequential irrigation with coal seam gas and rain water
Ali, Aram, Bennett, John mcLean, Marchuk, Alla and Watson, Caitlin. 2018. "Laboratory evaluation of soil amendments to limit structural degradation under a sequential irrigation with coal seam gas and rain water." Soil Science Society of America Journal. 82 (1), pp. 214-222. https://doi.org/10.2136/sssaj2017.07.0217

Article

Financial returns for different actors in a teak timber value chain in Paklay District, Lao PDR
Maraseni, Tek Narayan, Phimmavong, Somvang, Keenan, Rodney J., Vongkhamsao, Vongvilay, Cockfield, Geoff and Smith, Hilary. 2018. "Financial returns for different actors in a teak timber value chain in Paklay District, Lao PDR." Land Use Policy: the international journal covering all aspects of land use. 75, pp. 145-154. https://doi.org/10.1016/j.landusepol.2018.03.037

Article

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

Article

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

Article

Flood risk management under climate change: a hydro-economic perspective
Devkota, Rohini P. and Maraseni, Tek. 2018. "Flood risk management under climate change: a hydro-economic perspective." Water Science and Technology: Water Supply. 18 (5), pp. 1832-1840. https://doi.org/10.2166/ws.2018.003

Article

Evolutionary dynamics of selective logging in the tropics: a systematic review of impact studies and their effectiveness in sustainable forest management
Poudyal, Bishnu Hari, Maraseni, Tek and Cockfield, Geoff. 2018. "Evolutionary dynamics of selective logging in the tropics: a systematic review of impact studies and their effectiveness in sustainable forest management." Forest Ecology and Management. 430, pp. 166-175. https://doi.org/10.1016/j.foreco.2018.08.006

Article

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

Edited book (chapter)

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

Article

Solar, wind and geothermal energy applications in agriculture: back to the future?
Bundschuh, Jochen, Chen, Guangnan, Tomaszewska, Barbara, Ghaffour, Noreddine, Mushtaq, Shahbaz, Hamawand, Ihsan, Reardon-Smith, Kathryn, Maraseni, Tek, Banhazi, Thomas, Mahmoudi, Hacene, Goosen, Mattheus and Antille, Diogones L.. 2017. "Solar, wind and geothermal energy applications in agriculture: back to the future?" Bundschuh, Jochen, Chen, Guangnan, Chandrasekharam, D. and Piechocki, Janusz (ed.) Geothermal, wind and solar energy applications in agriculture and aquaculture. Leiden, Netherlands. CRC Press. pp. 1-32

Textbook (chapter)

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

Paper

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

Article

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

Article

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

Article

A roadmap to meaningful dingo conservation
Allen, Benjamin L., Allen, Lee R., Ballard, Guy, Jackson, Stephen M. and Fleming, Peter J. S.. 2017. "A roadmap to meaningful dingo conservation." Canid Biology & Conservation. 20 (11), pp. 45-56.

Article

The financial benefits of forest certification: case studies of acacia growers and a furniture company in Central Vietnam
Maraseni, Tek Narayan, Son, Hoang Lien, Cockfield, Geoff, Duy, Hung Vu and Nghia, Tran Dai. 2017. "The financial benefits of forest certification: case studies of acacia growers and a furniture company in Central Vietnam." Land Use Policy: the international journal covering all aspects of land use. 69, pp. 56-63. https://doi.org/10.1016/j.landusepol.2017.09.011

Article

Analysing foregone costs of communities and carbon benefits in small scale community based forestry practice in Nepal
Pandey, Shiva Shankar, Maraseni, Tek Narayan, Reardon-Smith, Kathryn and Cockfield, Geoff. 2017. "Analysing foregone costs of communities and carbon benefits in small scale community based forestry practice in Nepal." Land Use Policy: the international journal covering all aspects of land use. 69, pp. 160-166. https://doi.org/10.1016/j.landusepol.2017.09.007

Article

Segregated assessment of total carbon stocks by the mode of origin and ecological functions of forests: implication on restoration potential
Neupane, P. R., Gauli, A., Maraseni, T., Kubler, D., Mundhenk, P. and Dang, M. V.. 2017. "Segregated assessment of total carbon stocks by the mode of origin and ecological functions of forests: implication on restoration potential." The International Forestry Review. 19 (S4), pp. 1-28. https://doi.org/10.1505/146554817822330579

Article

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

Article

Large carnivore science: non-experimental studies are useful, but experiments are better
Allen, Benjamin L., Allen, Lee R., Andren, Henrik, Ballard, Guy, Boitani, Luigi, Engeman, Richard M., Fleming, Peter J. S., Ford, Adam T., Haswell, Peter M., Kowalczyk, Rafal, Linnell, John D. C., Mech, L. David and Parker, Daniel M.. 2017. "Large carnivore science: non-experimental studies are useful, but experiments are better." Food Webs. 13, pp. 49-50. https://doi.org/10.1016/j.fooweb.2017.06.002

Article

Intraspecific killing behaviour of canids: how dingoes kill dingoes
Behrendorff, Linda, Belonje, Grant and Allen, Benjamin L.. 2018. "Intraspecific killing behaviour of canids: how dingoes kill dingoes." Ethology Ecology and Evolution. 30 (1), pp. 88-98. https://doi.org/10.1080/03949370.2017.1316522

Article

Comparing the financial returns from acacia plantations with different plantation densities and rotation ages in Vietnam
Maraseni, Tek Narayan, Son, Hoang Lien, Cockfield, Geoff, Duy, Hung Vu and Nghia, Tran Dai. 2017. "Comparing the financial returns from acacia plantations with different plantation densities and rotation ages in Vietnam." Forest Policy and Economics. 83, pp. 80-87. https://doi.org/10.1016/j.forpol.2017.06.010

Article

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

Article

Recent invasion of European red foxes (Vulpes vulpes) on to Fraser Island (K'gari) and South Stradbroke Island
Allen, Benjamin L., Behrendorff, Linda, Willsher, Lyn, Kaluza, Janina and Oakey, Jane. 2017. "Recent invasion of European red foxes (Vulpes vulpes) on to Fraser Island (K'gari) and South Stradbroke Island." Austral Ecology: a journal of ecology in the Southern Hemisphere. 42 (7), pp. 752-758. https://doi.org/10.1111/aec.12494

Article

Anti-predator meshing may provide greater protection for sea turtle nests than predator removal
O'Connor, Julie M., Limpus, Colin J., Hofmeister, Kate M., Allen, Benjamin L. and Burnett, Scott E.. 2017. "Anti-predator meshing may provide greater protection for sea turtle nests than predator removal." PLoS One. 12 (2), pp. 1-11. https://doi.org/10.1371/journal.pone.0171831

Article

Strategic tillage in conservation agricultural systems of north-eastern Australia: why, where, when and how?
Dang, Yash Pal, Balzer, Anna, Crawford, Mark, Rincon-Florez, Vivian, Liu, Hongwei, Melland, Alice Rowena, Antille, Diogenes, Kodur, Shreevatsa, Bell, Michael John, Whish, Jeremy Patrick Milroy, Lai, Yunru, Seymour, Nikki, Costa Carvalhais, Lilia and Schenk, Peer. 2018. "Strategic tillage in conservation agricultural systems of north-eastern Australia: why, where, when and how?" Environmental Science and Pollution Research. 25 (2), pp. 1000-1015. https://doi.org/10.1007/s11356-017-8937-1

Article

Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek Narayan and Salmo, Severino G., III. 2017. "Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines." Geoderma. 293, pp. 82-90. https://doi.org/10.1016/j.geoderma.2017.01.025

Article

The rate, extent and spatial predictors of forest loss (2000-2012) in the terrestrial protected areas of the Philippines
Apan, Armando, Suarez, Luz Angelica, Maraseni, Tek and Castillo, Jose Alan. 2017. "The rate, extent and spatial predictors of forest loss (2000-2012) in the terrestrial protected areas of the Philippines." Applied Geography. 81, pp. 32-42. https://doi.org/10.1016/j.apgeog.2017.02.007

Article

Transformations accompanying a shift from surface to drip irrigation in the Cànyoles Watershed, Valencia, Spain
Sese-Minguez, Saioa, Boesveld, Harm, Asins-Velis, Sabina, van der Kooij, Saskia and Maroulis, Jerry. 2017. "Transformations accompanying a shift from surface to drip irrigation in the Cànyoles Watershed, Valencia, Spain." Water Alternatives: an interdisciplinary journal on water, politics and development. 10 (1), pp. 81-99.

Article

Sweet success: virtual world tools enhance real world decision making in the Australian sugar industry
Reardon-Smith, Kate, Farley, Helen, Cliffe, Neil, Mushtaq, Shahbaz, Stone, Roger, Doyle, Joanne, Martin, Neil, Ostini, Jenny, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "Sweet success: virtual world tools enhance real world decision making in the Australian sugar industry." ICELW 2014: International Conference on e-Learning in the Workplace. New York, United States 11 - 13 Jun 2014

Paper

Do female dingo–dog hybrids breed like dingoes or dogs?
Cursino, Marina S., Harriott, Lana, Allen, Benjamin L., Gentle, Matthew and Leung, Luke K.-P.. 2017. "Do female dingo–dog hybrids breed like dingoes or dogs?" Australian Journal of Zoology. 65 (2), pp. 112-119. https://doi.org/10.1071/ZO17005

Article

Household and community responses to impacts of climate change in the rural hills of Nepal
Gentle, Popular, Thwaites, Rik, Race, Digby, Alexander, Kim and Maraseni, Tek. 2018. "Household and community responses to impacts of climate change in the rural hills of Nepal." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 147 (1-2), pp. 267-282. https://doi.org/10.1007/s10584-017-2124-8

Article

Modelling forage yield and water productivity of continuous crop sequences in the Argentinian Pampas
Ojeda, J. J., Pembleton, K. G., Caviglia, O. P., Islam, M. R., Agnusdei, M. G. and Garcia, S. C.. 2018. "Modelling forage yield and water productivity of continuous crop sequences in the Argentinian Pampas." European Journal of Agronomy. 92, pp. 84-96. https://doi.org/10.1016/j.eja.2017.10.004

Article

Investigating the value of seasonal climate forecast for beef grazing enterprises: Charters Towers case study
An-Vo, Duc-Anh, Reardon-Smith, Kate, Mushtaq, Shahbaz, Cobon, David, Kodur, Shreevatsa and Stone, Roger. 2017. "Investigating the value of seasonal climate forecast for beef grazing enterprises: Charters Towers case study." 19th Biennial Conference of the Australian Rangeland Society. Port Augusta, Australia 25 - 28 Sep 2017 Australia.

Poster

rs-local data-mines information from spectral libraries to improve local calibrations
Lobsey, C. R., Viscarra Rossel, R. A., Roudier, P. and Hedley, C. B.. 2017. "rs-local data-mines information from spectral libraries to improve local calibrations." European Journal of Soil Science. 68 (6), pp. 840-852. https://doi.org/10.1111/ejss.12490

Article

Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors
Maraseni, Tek Narayan, Reardon‑Smith, Kathryn, Griffiths, Greg and Apan, Armando. 2016. "Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors." Carbon Balance and Management. 11, pp. 1-11. https://doi.org/10.1186/s13021-016-0067-4

Article

Comparative evaluation of zero deforestation governance
Cadman, Tim, Maraseni, Tek, Sarker, Tapan and Ma, Hwan Ok. 2017. "Comparative evaluation of zero deforestation governance." EFTRN News. 58, pp. 161-168.

Article

Soil greenhouse gas fluxes in tropical mangrove forests and in land uses on deforested mangrove lands
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek N. and Salmo, Severino G., III. 2017. "Soil greenhouse gas fluxes in tropical mangrove forests and in land uses on deforested mangrove lands." Catena. 159, pp. 60-69. https://doi.org/10.1016/j.catena.2017.08.005

Article

Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek N. and Salmo, Severino G., III. 2017. "Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery." ISPRS Journal of Photogrammetry and Remote Sensing. 134, pp. 70-85. https://doi.org/10.1016/j.isprsjprs.2017.10.016

Article

Opportunities of adopting renewable energy for the nursery industry in Australia
Chen, Guangnan, Schmidt, Erik, Maraseni, Tek, Bundschuh, Jochen, Banhazi, Thomas and Antille, Diogones L.. 2017. "Opportunities of adopting renewable energy for the nursery industry in Australia." Bundschuh, Jochen, Chen, Guangnan, Chandrasekharam, D. and Piechocki, Janusz (ed.) Geothermal, wind and solar energy applications in agriculture and aquaculture. Leiden, Netherlands. CRC Press. pp. 115-126

Textbook (chapter)