300205. Agricultural production systems simulation


Title300205. Agricultural production systems simulation
Parent3002. Agriculture, land and farm management

Latest research outputs

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Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers
Nguyen-Huy, Thong, Kath, Jarrod, Kouadio, Louis, King, Rachel, Mushtaq, Shahbaz and Barratt, Jonathan. 2024. "Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers." Sustainable Futures. https://doi.org/10.1016/j.sftr.2024.100249

Article

Water-Energy-Food (WEF) nexus in agricultural systems
Gao, Shan. 2024. Water-Energy-Food (WEF) nexus in agricultural systems. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z7y07

PhD Thesis

Using ARDC Nectar VMs, Jupyter Hub and GitHub to Deploy Agricultural Modelling Applications on the AgReFed Platform
Gacenga, Francis and An-Vo, Duc-Anh. 2023. "Using ARDC Nectar VMs, Jupyter Hub and GitHub to Deploy Agricultural Modelling Applications on the AgReFed Platform." eResearch Australasia 2023 Conference. Brisbane, Australia 16 - 20 Oct 2023 Australia.

Presentation

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

Article

Bridge to the future: Important lessons from 20 years of ecosystem observations made by the OzFlux network
Beringer, Jason, Moore, Caitlin E., Cleverly, Jamie, Campbell, David I., Cleugh, Helen, De Kauwe, Martin G., Kirschbaum, Miko U. F., Griebel, Anne, Grover, Sam, Huete, Alfredo, Hutley, Lindsay B., Laubach, Johannes, Van Niel, Tom, Arndt, Stefan K., Bennett, Alison C., Cernusak, Lucas A., Eamus, Derek, Ewenz, Cacilia M., Goodrich, Jordan P., ..., Woodgate, William. 2022. "Bridge to the future: Important lessons from 20 years of ecosystem observations made by the OzFlux network." Global Change Biology. 28 (11), pp. 3489-3514. https://doi.org/10.1111/gcb.16141

Article

Suitability Evaluation of Three Tropical Pasture Species (Mulato II, Gatton Panic, and Rhodes Grass) for Cultivation under a Subtropical Climate of Australia
Jayasinghe, Priyanath, Donaghy, Daniel J., Barber, David G., Pembleton, Keith G. and Ramilan, Thiagarajah. 2022. "Suitability Evaluation of Three Tropical Pasture Species (Mulato II, Gatton Panic, and Rhodes Grass) for Cultivation under a Subtropical Climate of Australia." Agronomy. 12 (9), pp. 1-18.

Article

Calibrating APSIM for forage sorghum using remote sensing and field data under sub-optimal growth conditions
Della Nave, Facundo N., Ojeda, Jonathan J., Irisarri, J. Gonzalo N., Pembleton, Keith, Oyarzabal, Mariano and Oesterheld, Martin. 2022. "Calibrating APSIM for forage sorghum using remote sensing and field data under sub-optimal growth conditions." Agricultural Systems. 201, pp. 1-14. https://doi.org/10.1016/j.agsy.2022.103459

Article

A forage brassica simulation model using APSIM: Model calibration and validation across multiple environments
Watt, Lucinda J., Bell, Lindsay W. and Pembleton, Keith G.. 2022. "A forage brassica simulation model using APSIM: Model calibration and validation across multiple environments." European Journal of Agronomy. 137, pp. 1-14. https://doi.org/10.1016/j.eja.2022.126517

Article

Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative extension program
Cobon, David, Jarvis, Chelsea, Reardon-Smith, Kate, Guillory, Laura, Pudmenzky, Christa, Nguyen-Huy, Thong, Mushtaq, Shahbaz and Stone, Roger. 2021. "Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative extension program." The Rangeland Journal. 43 (3), pp. 87-100. https://doi.org/10.1071/RJ20074

Article

Queensland’s multi-year Wet and Dry periods: implications for grazing enterprises and pasture resources
McKeon, G., Stone, R., Ahrens, D., Cobon, D., Irvine, S. and Syktus, J.. 2021. "Queensland’s multi-year Wet and Dry periods: implications for grazing enterprises and pasture resources." The Rangeland Journal. 43 (3), pp. 121-142. https://doi.org/10.1071/RJ20089

Article

Using machine learning based emulators for the sensitivity analysis of process-driven biophysical models
Johnston, David B.. 2022. Using machine learning based emulators for the sensitivity analysis of process-driven biophysical models. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/q7q78

PhD Thesis

Impacts of Effects of Deficit Irrigation Strategy on Water Use Efficiency and Yield in Cotton under Different Irrigation Systems
Shukr, Hanan H., Pembleton, Keith G., Zull, Andrew F. and Cockfield, Geoff J.. 2021. "Impacts of Effects of Deficit Irrigation Strategy on Water Use Efficiency and Yield in Cotton under Different Irrigation Systems." Agronomy. 11 (2), pp. 1-18. https://doi.org/10.3390/agronomy11020231

Article

Ecoefficiency of China's agricultural sector: what are the spatiotemporal characteristics and how are they determined?
Zeng, Jinjing, Han, Jinyu, Qu, Jiansheng, Maraseni, Tek Narayan, Xu, Li, Li, Hengji and Liu, Lina. 2021. "Ecoefficiency of China's agricultural sector: what are the spatiotemporal characteristics and how are they determined?" Journal of Cleaner Production. 325, pp. 1-11. https://doi.org/10.1016/j.jclepro.2021.129346

Article

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

Article

Probabilistic yield forecasting of robusta coffee at the farm scale using agroclimatic and remote sensing derived indices
Kouadio, Louis, Byrareddy, Vivekananda M., Sawadogo, Alidou and Newlands, Nathaniel K.. 2021. "Probabilistic yield forecasting of robusta coffee at the farm scale using agroclimatic and remote sensing derived indices." Agricultural and Forest Meteorology. 306, pp. 1-12. https://doi.org/10.1016/j.agrformet.2021.108449

Article

An integrated systems model for sustainable agricultural development under changing climate: a case study in a coffee production system in Viet Nam
Pham, Yen Hoang. 2021. An integrated systems model for sustainable agricultural development under changing climate: a case study in a coffee production system in Viet Nam. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/dbty-kn67

PhD Thesis

Performance of a process-based model for predicting robusta coffee yield at the regional scale in Vietnam
Kouadio, Louis, Tixier, Philippe, Byrareddy, Vivekananda, Marcussen, Torben, Mushtaq, Shahbaz, Rapidel, Bruno and Stone, Roger. 2021. "Performance of a process-based model for predicting robusta coffee yield at the regional scale in Vietnam." Ecological Modelling. 443, pp. 1-12. https://doi.org/10.1016/j.ecolmodel.2021.109469

Article

How well do crop modeling groups predict wheat phenology, given calibration data from the target population?
Wallach, Daniel, Palosuo, Taru, Thorburn, Peter, Gourdain, Emmanuelle, Asseng, Senthold, Basso, Bruno, Buis, Samuel, Crout, Neil, Dibari, Camilla, Dumont, Benjamin, Ferrise, Roberto, Gaiser, Thomas, Garcia, Cecile, Gayler, Sebastian, Ghahramani, Afshin, Hochman, Zvi, Hoek, Steven, Hoogenboom, Gerrit, Horan, Heidi, ..., Seidel, Sabine J.. 2021. "How well do crop modeling groups predict wheat phenology, given calibration data from the target population?" European Journal of Agronomy. 124, pp. 1-10. https://doi.org/10.1016/j.eja.2020.126195

Article

Queensland Archive of Agricultural Systems Modelling Data, Results and Outcomes
Pembleton, Keith. Queensland Archive of Agricultural Systems Modelling Data, Results and Outcomes. Toowoomba. https://doi.org/10.26192/GRZR-4Z78

Dataset

Australian MODIS and Landsat Satellite Imagery for Agriculture
Marcussen, Torben. Australian MODIS and Landsat Satellite Imagery for Agriculture. Toowoomba. https://doi.org/10.26192/r5b3-0z70

Dataset

An examination of deficit irrigation in Australian cotton systems using bioeconomic modelling and financial and risk analyses
Shukr, Hanan Hassan. 2021. An examination of deficit irrigation in Australian cotton systems using bioeconomic modelling and financial and risk analyses. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/45wn-6a58

PhD Thesis

Agricultural climate risk management and global food security: recent progress in South-East Asia
Kouadio, Louis and Rahn, Eric. 2021. "Agricultural climate risk management and global food security: recent progress in South-East Asia." Lyubchich, Vyacheslav, Gel, Yulia R., Kilbourne, K. Halimeda, Miller, Thomas J., Newlands, Nathaniel K. and Smith, Adam B. (ed.) Evaluating climate change impacts. Boca Raton, FL, USA. CRC Press. pp. 347-362

Edited book (chapter)

Carbon smart agriculture: An integrated regional approach offers significant potential to increase profit and resource use efficiency, and reduce emissions
Maraseni, Tek, An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kate. 2021. "Carbon smart agriculture: An integrated regional approach offers significant potential to increase profit and resource use efficiency, and reduce emissions." Journal of Cleaner Production. 282, pp. 1-14. https://doi.org/10.1016/j.jclepro.2020.124555

Article

Climate change effects on pasture-based dairy systems in south-eastern Australia
Pembleton, K. G., Cullen, B. R., Rawnsley, R. P. and Ramilan, T.. 2021. "Climate change effects on pasture-based dairy systems in south-eastern Australia." Crop and Pasture Science. 72 (9), pp. 666-677. https://doi.org/10.1071/CP20108

Article

System Identification of Linearized Rice Growth Dynamic for Precision Irrigation
Cabrera, John Audie, Radanielson, Ando Mariot and Pedrasa, Jhoanna Rhodette. 2019. "System Identification of Linearized Rice Growth Dynamic for Precision Irrigation." International Tropical Agriculture Conference 2019 (TropAg 2019). Brisbane, Australia 11 - 13 Nov 2019 Basel, Switzerland. https://doi.org/10.3390/proceedings2019036031

Poster

Targeting management practices for rice yield gains in stress-prone environments of Myanmar
Radanielson, A. M., Kato, Yoichiro, Palao, Leo Kris, Feyisa, Gudina, Malabayabas, Arlene Julia, Aunario, Jorrel K., Garcia, Cornelia, Balanza, Jane G., Win, Khin Thawda, Singh, Rakesh K., Zamora, Chenie, Myint, Daw Tin Tin and Johnson, David E.. 2019. "Targeting management practices for rice yield gains in stress-prone environments of Myanmar." Field Crops Research. 244, pp. 1-12. https://doi.org/10.1016/j.fcr.2019.107631

Article

Modelling of heat stress in a robotic dairy farm. Part 1: thermal comfort indices as the indicators of production loss
Ji, Boyu, Banhazi, Thomas, Ghahramani, Afshin, Bowtell, Les, Wang, Chaoyuan and Li, Baoming. 2020. "Modelling of heat stress in a robotic dairy farm. Part 1: thermal comfort indices as the indicators of production loss." Biosystems Engineering. 199, pp. 27-42. https://doi.org/10.1016/j.biosystemseng.2019.11.004

Article

Towards an economic decision support system for amelioration of soil constraints in the Northern Grains Region
Ghahramani, Afshin, An-Vo, Duc-Anh, Rochecouste, John, Mushtaq, Shahbaz, Roberton, Stirling, Bennett, John McLean and Cockfield, Geoff. 2018. Towards an economic decision support system for amelioration of soil constraints in the Northern Grains Region. Toowoomba, Australia. University of Southern Queensland.

Technical report

Value of seasonal forecasting for sugarcane farm irrigation planning
An-Vo, Duc-Anh, Mushtaq, Shahbaz, Reardon-Smith, Kathryn, Kouadio, Louis, Attard, Steve, Cobon, David and Stone, Roger. 2019. "Value of seasonal forecasting for sugarcane farm irrigation planning." European Journal of Agronomy. 104, pp. 37-48. https://doi.org/10.1016/j.eja.2019.01.005

Article

Developing products for use in drought monitoring: improved crop yield and production forecasts (multi-crop models approach)
Kouadio, Louis, Marcussen, Torben and McRae, David. 2017. Developing products for use in drought monitoring: improved crop yield and production forecasts (multi-crop models approach). Toowoomba, Australia. University of Southern Queensland.

Project report

Crop production modelling under climate change and regional adaptation
Kouadio, Louis, Mushtaq, Shahbaz, Marcussen, Torben and Cockfield, Geoff. 2017. Crop production modelling under climate change and regional adaptation. Toowoomba, Australia. University of Southern Queensland.

Project report

Valuing seasonal climate forecasts in Australian agriculture: northern grains case study
Darbyshire, R., Crean, J., Kouadio, L., Cashen, M., Anwar, M. and Cobon, D.. 2018. Valuing seasonal climate forecasts in Australian agriculture: northern grains case study. Nnew South Wales, Australia. NSW Department of Primary Industries.

Technical report

Advancing a farmer decision support tool for agronomic decisions on rainfed and irrigated wheat cropping in Tasmania
Phelan, David C., Harrison, Matthew T., McLean, Greg, Cox, Howard, Pembleton, Keith G., Dean, Geoff J., Parsons, David, do Amaral Richter, Maria E., Pengilley, Georgie, Hinton, Sue J. and Mohammed, Caroline L.. 2018. "Advancing a farmer decision support tool for agronomic decisions on rainfed and irrigated wheat cropping in Tasmania." Agricultural Systems. 167, pp. 113-124. https://doi.org/10.1016/j.agsy.2018.09.003

Article

An investigation of farm-scale adaptation options for cotton production in the face of future climate change and water allocation policies in southern Queensland, Australia
Williams, Allyson, Mushtaq, Shahbaz, Kouadio, Louis, Power, Brendan, Marcussen, Torben, McRae, David and Cockfield, Geoff. 2018. "An investigation of farm-scale adaptation options for cotton production in the face of future climate change and water allocation policies in southern Queensland, Australia." Agricultural Water Management. 196, pp. 124-132. https://doi.org/10.1016/j.agwat.2017.10.026

Article

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

Pasture measurements and bio-economic analyses to assess effects of climate, grazing pressure and pasture rundown on soil carbon and returns from legume-based sown pastures in the Condamine region of Southern Queensland. Final Report on project AOTGR1-137 'Increasing soil carbon in degraded cropping and grazing land'
Clewett, J. F.. 2015. Pasture measurements and bio-economic analyses to assess effects of climate, grazing pressure and pasture rundown on soil carbon and returns from legume-based sown pastures in the Condamine region of Southern Queensland. Final Report on project AOTGR1-137 'Increasing soil carbon in degraded cropping and grazing land'. Toowoomba, Australia. Agroclim Pty Ltd.

Technical report

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

Article

Transformative and systemic climate change adaptations in mixed crop-livestock farming systems
Ghahramani, Afshin and Bowran, David. 2018. "Transformative and systemic climate change adaptations in mixed crop-livestock farming systems." Agricultural Systems. 164, pp. 236-251. https://doi.org/10.1016/j.agsy.2018.04.011

Article

Food systems and climate change: impact and adaptation in cropping and livestock
Ghahramani, Afshin and Seneweera, Saman. 2018. "Food systems and climate change: impact and adaptation in cropping and livestock." Zeunert, Joshua and Waterman, Tim (ed.) Routledge handbook of landscape and food. Milton Park, United Kingdom. Routledge. pp. 271-277

Edited book (chapter)

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