300207. Agricultural systems analysis and modelling
| Title | 300207. Agricultural systems analysis and modelling |
|---|---|
| Parent | 3002. Agriculture, land and farm management |
Latest research outputs
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Soil sensing and machine learning reveal factors affecting maize yield in the Mid-Atlantic USA
Kinoshita, Rintaro, Tani, Masayuki, Sherpa, Sonam, Ghahramani, Afshin and van Es, Harold. 2023. "Soil sensing and machine learning reveal factors affecting maize yield in the Mid-Atlantic USA." Agronomy Journal. 115 (1), pp. 181-196. https://doi.org/10.1002/agj2.21223Article
Experimental and computational assessment of wetting pattern for two-layered soil profiles in pulse drip irrigation: Designing a novel optimized bidirectional deep learning paradigm
Jamei, Mehdi, Karimi, Farahnaz, Ali, Mumtaz, Karimi, Bakhtiar, Karbasi, Masoud and Aminpour, Younes. 2022. "Experimental and computational assessment of wetting pattern for two-layered soil profiles in pulse drip irrigation: Designing a novel optimized bidirectional deep learning paradigm." Journal of Hydrology. 614 (Part A), pp. 1-15. https://doi.org/10.1016/j.jhydrol.2022.128496Article
Research priorities for global food security under extreme events
Mehrabi, Zia, Delzeit, Ruth, Ignaciuk, Adriana, Levers, Christian, Braich, Ginni, Bajaj, Kushank, Amo-Aidoo, Araba, Anderson, Weston, Balgah, Roland A., Benton, Tim G., Chari, Martin M., Ellis, Erle C., Gahi, Narcisse, Gaupp, Franziska, Garibaldi, Lucas A., Gerber, James S., Godde, Cecile M., Grass, Ingo, Heimann, Tobias, ..., You, Liangzhi. 2022. "Research priorities for global food security under extreme events." One Earth. 5 (7), pp. 756-766. https://doi.org/10.1016/j.oneear.2022.06.008Article
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.16141Article
A framework for assessing the value of seasonal climate forecasting in key agricultural decisions
An-Vo, Duc-Anh, Radanielson, Ando Mariot, Mushtaq, Shahbaz, Reardon-Smith, Kate and Hewitt, Chris. 2021. "A framework for assessing the value of seasonal climate forecasting in key agricultural decisions." Climate Services. 22, pp. 1-14. https://doi.org/10.1016/j.cliser.2021.100234Article
Coping with drought: Lessons learned from robusta coffee growers in Vietnam
Byrareddy, Vivekananda, Kouadio, Louis, Mushtaq, Shahbaz, Kath, Jarrod and Stone, Roger. 2021. "Coping with drought: Lessons learned from robusta coffee growers in Vietnam." Climate Services. 22, pp. 1-11. https://doi.org/10.1016/j.cliser.2021.100229Article
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/RJ20074Article
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/RJ20089Article
Current and future agricultural practices and technologies which affect fuel efficiency
Biggs, Leo and Giles, David. 2013. Current and future agricultural practices and technologies which affect fuel efficiency. European Commission. https://doi.org/10.13140/RG.2.2.29336.70402Government report
Trends in environmental impacts from the pork industry: final report
Watson, Kailinda, Wiedemann, Stephen, Biggs, Leo and McGahan, Eugene. 2018. Trends in environmental impacts from the pork industry: final report. Australia. Department of Agriculture and Water Resources. https://doi.org/10.13140/RG.2.2.15938.22727Government report
Systemic risk management in farming - geographic distribution and diversity
Nguyen-Huy, Thong. 2022. "Systemic risk management in farming - geographic distribution and diversity." Future Drought Fund’s 2022 Science to Practice Forum. 07 - 08 Jun 2022 Australia.Presentation
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/q7q78PhD Thesis
Timing of Triazole-Based Spray Schedules for Managing Mungbean Powdery Mildew in Australia: a Meta-Analysis
Melloy, Paul, Del Ponte, Emerson Medeiros and Sparks, Adam H. Henry. 2022. "Timing of Triazole-Based Spray Schedules for Managing Mungbean Powdery Mildew in Australia: a Meta-Analysis." Plant Disease: an international journal of applied plant pathology. 106 (3), pp. 918-924. https://doi.org/10.1094/PDIS-06-21-1256-REArticle
The chaos in calibrating crop models: lessons learned from a multi-model calibration exercise
Wallach, Daniel, Palosuo, Taru, Thorburn, Peter, Hochman, Zvi, Gourdain, Emmanuelle, Andrianasolo, Fety, Asseng, Senthold, Basso, Bruno, Buis, Samuel, Crout, Neil, Dibari, Camilla, Dumont, Benjamin, Ferrise, Roberto, Gaiser, Thomas, Garcia, Cecile, Gayler, Sebastian, Ghahramani, Afshin, Hiremath, Santosh, Hoek, Steven, ..., Seidel, Sabine J.. 2021. "The chaos in calibrating crop models: lessons learned from a multi-model calibration exercise." Environmental Modelling and Software. 145. https://doi.org/10.1016/j.envsoft.2021.105206Article
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.2021.112790Article
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.2021.108449Article
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-kn67PhD Thesis
The potential for refining nitrogen fertiliser management through accounting for climate impacts: an exploratory study for the Tully region
Biggs, J. S., Everingham, Y., Skocaj, D. M., Schroeder, B. L., Sexton, J. and Thorburn, P. J.. 2021. "The potential for refining nitrogen fertiliser management through accounting for climate impacts: an exploratory study for the Tully region." Marine Pollution Bulletin. 170. https://doi.org/10.1016/j.marpolbul.2021.112664Article
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.2020.126195Article
Sustainability of beef production from brigalow lands after cultivation and mining. 3. Pasture rundown, climate and grazing pressure effects
Clewett, Jeffrey F., Newsome, Tom, Paton, Colin J., Melland, Alice R., Eberhard, Jochen E., Bennett, John McL and Baillie, Craig P.. 2021. "Sustainability of beef production from brigalow lands after cultivation and mining. 3. Pasture rundown, climate and grazing pressure effects." Animal Production Science. 61 (12), pp. 1280-1302. https://doi.org/10.1071/AN20134Article
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.2021.106158Article
NCEA's Remote Monitoring and Automatic Detection of Grain Crop Attributes for GRDC Variety Trials
Tscharke, Matthew. NCEA's Remote Monitoring and Automatic Detection of Grain Crop Attributes for GRDC Variety Trials. Toowoomba. https://doi.org/10.26192/ttq9-v179Dataset
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. 347-362Edited book (chapter)
A review of measuring, assessing and mitigating heat stress in dairy cattle
Ji, Boyu, Banhazi, Thomas, Perano, Kristen, Ghahramani, Afshin, Bowtell, Les, Wang, Chaoyuan and Li, Baoming. 2020. "A review of measuring, assessing and mitigating heat stress in dairy cattle." Biosystems Engineering. 199, pp. 4-26. https://doi.org/10.1016/j.biosystemseng.2020.07.009Article
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.2020.100255Article
Modelling of heat stress in a robotic dairy farm. Part 4: Time constant and cumulative effects of heat stress
Ji, Boyu, Banhazi, Thomas, Ghahramani, Afshin, Bowtell, Les, Wang, Chaoyuan and Li, Baoming. 2020. "Modelling of heat stress in a robotic dairy farm. Part 4: Time constant and cumulative effects of heat stress." Biosystems Engineering. 199, pp. 73-82. https://doi.org/10.1016/j.biosystemseng.2020.07.014Article
Feedback modelling of the impacts of drought on coffee production in Vietnam
Pham, Yen, Reardon-Smith, Kathryn, Mushtaq, Shahbaz and Kotir, Julius. 2020. "Feedback modelling of the impacts of drought on coffee production in Vietnam." 3rd Asia Pacific System Dynamics Conference. Brisbane, Australia 02 - 04 Feb 2020 Brisbane, Australia.Poster
The legacy of pasture drill rows on soil chemical characteristics and subsequent wheat production
Hayes, Richard C., Li, Guangdi D., Rawnsley, Richard P., Pembleton, Keith G., Corkrey, Ross and Peoples, Mark B.. 2020. "The legacy of pasture drill rows on soil chemical characteristics and subsequent wheat production." Plant and Soil: international journal on plant-soil relationships. 455 (1-2), pp. 319-337. https://doi.org/10.1007/s11104-020-04689-9Article
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/CP20108Article
Robotics and automation for improving agriculture
Billingsley, John (ed.) 2019. Robotics and automation for improving agriculture. Cambridge, United Kingdom. Burleigh Dodds Science Publishing Limited.Edited book
Integrating seasonal climate forecasts with Robusta coffee model across the agricultural landscapes of Vietnam
Byrareddy, Vivekananda Mittahalli. 2020. Integrating seasonal climate forecasts with Robusta coffee model across the agricultural landscapes of Vietnam. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/k1v4-0907PhD Thesis
A geometric model for estimating the volume and surface area of apples
Scarmana, Gabriel, McDougall, Kevin and Stepanyants, Yury. 2020. "A geometric model for estimating the volume and surface area of apples." Smart Surveyors for Land and Water Management (2020). Amsterdam, Netherlands 10 - 14 May 2020 Copenhagen, Denmark.Paper
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/proceedings2019036031Poster
Modelling drought impacts on coffee production in Viet Nam: a system dynamics approach
Pham, Y., Reardon-Smith, K. and Mushtaq, S.. 2019. "Modelling drought impacts on coffee production in Viet Nam: a system dynamics approach." Elsawah, S. (ed.) 23rd International Congress on Modelling and Simulation (MODSIM2019). Canberra, Australia 01 - 06 Dec 2019 Canberra, Australia.Other
Insights into the value of seasonal climate forecasts to agriculture
Darbyshire, Rebecca, Crean, Jason, Cashen, Michael, Anwar, Muhuddin Rajin, Broadfoot, Kim, Simpson, Marja, Cobon, David, Pudmenzky, Christa, Kouadio, Louis and Kodur, Shreevatsa. 2020. "Insights into the value of seasonal climate forecasts to agriculture." The Australian Journal of Agricultural and Resource Economics. 64 (4), pp. 1034-1058. https://doi.org/10.1111/1467-8489.12389Article
Contrasting soil microbial abundance and diversity on and between pasture drill rows in the third growing season after sowing
Hayes, Richard C, Gupta, Vadakattu VSR, Li, Guangdi D, Peoples, Mark B, Rawnsley, Richard P and Pembleton, Keith G. 2021. "Contrasting soil microbial abundance and diversity on and between pasture drill rows in the third growing season after sowing." Renewable Agriculture and Food Systems. 36 (2), pp. 163-172. https://doi.org/10.1017/S1742170520000174Article
Win-win: Improved irrigation management saves water and increases yield for robusta coffee farms in Vietnam
Byrareddy, Vivekananda, Kouadio, Louis, Kath, Jarrod, Mushtaq, Shahbaz, Rafiei, Vahid, Scobie, Michael and Stone, Roger. 2020. "Win-win: Improved irrigation management saves water and increases yield for robusta coffee farms in Vietnam." Agricultural Water Management. 241, pp. 1-12. https://doi.org/10.1016/j.agwat.2020.106350Article
Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data
Phung, Hoang-Phi, Lam-Dao, Nguyen, Nguyen-Huy, Thong, Le-Toan, Thuy and Apan, Armando A.. 2020. "Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data." Journal of Applied Remote Sensing. 14 (1), pp. 014518-1-014518-23. https://doi.org/10.1117/1.JRS.14.014518Article
A pragmatic parameterisation and calibration approach to model hydrology and water quality of agricultural landscapes and catchments
Ghahramani, Afshin, Freebairn, David M., Sena, Dipaka R., Cutajar, Justin L. and Silburn, David M.. 2020. "A pragmatic parameterisation and calibration approach to model hydrology and water quality of agricultural landscapes and catchments." Environmental Modelling and Software. 130. https://doi.org/10.1016/j.envsoft.2020.104733Article
Modelling of heat stress in a robotic dairy farm. Part 3: rumination and milking performance
Ji, Boyu, Banhazi, Thomas, Ghahramani, Afshin, Bowtell, Les, Wang, Chaoyuan and Li, Baoming. 2020. "Modelling of heat stress in a robotic dairy farm. Part 3: rumination and milking performance." Biosystems Engineering. 199, pp. 58-72. https://doi.org/10.1016/j.biosystemseng.2020.02.006Article