Performance of a process-based model for predicting robusta coffee yield at the regional scale in Vietnam
Article
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 Title | Performance of a process-based model for predicting robusta coffee yield at the regional scale in Vietnam |
|---|---|
| ERA Journal ID | 3233 |
| Article Category | Article |
| Authors | Kouadio, Louis (Author), Tixier, Philippe (Author), Byrareddy, Vivekananda (Author), Marcussen, Torben (Author), Mushtaq, Shahbaz (Author), Rapidel, Bruno (Author) and Stone, Roger (Author) |
| Journal Title | Ecological Modelling |
| Journal Citation | 443, pp. 1-12 |
| Article Number | 109469 |
| Number of Pages | 12 |
| Year | 2021 |
| Publisher | Elsevier |
| Place of Publication | Netherlands |
| ISSN | 0304-3800 |
| 1872-7026 | |
| Digital Object Identifier (DOI) | https://doi.org/10.1016/j.ecolmodel.2021.109469 |
| Web Address (URL) | https://www.sciencedirect.com/science/article/pii/S0304380021000417 |
| Abstract | Reliable and timely prediction of robusta coffee (Coffea canephora Pierre ex A. Froehner) yield is pivotal to the profitability of the coffee industry worldwide. In this study we assess the performance of a simple process-based model for simulating and predicting robusta coffee yield at the regional scale in Vietnam. The model includes the key processes of coffee growth and development and simulates its response to variation in climate and potential water requirements throughout the growing season. The model was built and evaluated for the major Vietnamese robusta coffee-producing provinces Dak Lak, Dak Nong, Gia Lai, Kon Tum, and Lam Dong, using official provincial coffee yield data and climate station data for the 2001–2014 period, and field data collected during a 10-year (2008–2017) survey. Overall, good agreements were found between the observed and predicted coffee yields. Root mean square error (RMSE) and mean absolute percentage error (MAPE) values ranged from 0.24 to 0.33 t/ha, and 9% to 14%, respectively. Willmott's index of agreement (WI) was greater than or equal to 0.710 in model evaluation steps for three out of five provinces. The relatively low values of WI were found for provinces with relatively low inter-annual yield variability (i.e. Dak Lak and Dak Nong). Moreover, the model was successfully tested using remote sensing satellite and model-based gridded climate data: MAPE values were ≤ 12% and RMSE were ≤ 0.29 t/ha. Such evaluation is important for long-term coffee productivity studies in these regions where long-term climate stations data are not readily available. The simple process-based model presented in this study could serve as a basis for developing an integrated seasonal climate-robusta coffee yield forecasting system, which would offer substantial benefits to coffee growers and industry through better supply chain management and preparedness for extreme climate events, and increased profitability. |
| Keywords | Coffea canephora, Biophysical model, Climate variability, Climate risk management |
| Contains Sensitive Content | Does not contain sensitive content |
| ANZSRC Field of Research 2020 | 300205. Agricultural production systems simulation |
| 300403. Agronomy | |
| Public Notes | File reproduced in accordance with the copyright policy of the publisher/author. |
| Byline Affiliations | Centre for Applied Climate Sciences |
| French Agricultural Research Centre for International Development (CIRAD), France | |
| University of Montpellier, France | |
| Institution of Origin | University of Southern Queensland |
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Rafiei, Vahid, Ghahramani, Afshin, An-Vo, Duc-Anh and Mushtaq, Shahbaz. 2020. "Modelling hydrological processes and identifying soil erosion sources in a tropical catchment of the Great Barrier Reef using SWAT." Water: an open access journal. 12 (8), pp. 2179-2206. https://doi.org/10.3390/w12082179Insights 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/10.1111/1467-8489.12389Win-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.2020.106350Mathematical modelling of non-local spore dispersion of wind-borne pathogens causing fungal diseases
El Jarroudi, Mustapha, Karjoun, Hasan, Kouadio, Louis and El Jarroudi, Moussa. 2020. "Mathematical modelling of non-local spore dispersion of wind-borne pathogens causing fungal diseases." Applied Mathematics and Computation. 376. https://doi.org/10.1016/j.amc.2020.125107Weather-based predictive modeling of wheat stripe rust infection in Morocco
El Jarroudi, Moussa, Lahlali, Rachid, Kouadio, Louis, Denis, Antoine, Belleflamme, Alexandre, El Jarroudi, Mustapha, Boulif, Mohammed, Mahyou, Hamid and Tychon, Bernard. 2020. "Weather-based predictive modeling of wheat stripe rust infection in Morocco." Agronomy. 10 (2). https://doi.org/10.3390/agronomy10020280Not so robust: robusta coffee production is highly sensitive to temperature
Kath, Jarrod, Byrareddy, Vivekananda M., Craparo, Alessandro, Nguyen-Huy, Thong, Mushtaq, Shahbaz, Cao, Loc and Bossolasco, Laurent. 2020. "Not so robust: robusta coffee production is highly sensitive to temperature." Global Change Biology. 26 (6), pp. 3677-3688. https://doi.org/10.1111/gcb.15097Defining flood risk management strategies: a systems approach
Mai, Thanh, Mushtaq, Shahbaz, Reardon-Smith, Kate, Webb, Paul, Stone, Roger, Kath, Jarrod and An-Vo, Duc-Anh. 2020. "Defining flood risk management strategies: a systems approach." International Journal of Disaster Risk Reduction. 47. https://doi.org/10.1016/j.ijdrr.2020.101550Creating positive synergies between risk management and transfer to accelerate food system climate resilience
Mushtaq, Shahbaz, Kath, Jarrod, Stone, Roger, Henry, Ross, Laderach, Peter, Reardon-Smith, Kathryn, Cobon, David, Marcussen, Torben, Cliffe, Neil, Kristiansen, Paul and Pischke, Frederik. 2020. "Creating positive synergies between risk management and transfer to accelerate food system climate resilience." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 161 (3), pp. 465-478. https://doi.org/10.1007/s10584-020-02679-5Using the evaporative stress index to monitor flash drought in Australia
Nguyen, Hanh, Wheeler, Matthew C., Otkin, Jason A., Cowan, Tim, Frost, Andrew and Stone, Roger. 2019. "Using the evaporative stress index to monitor flash drought in Australia." Environmental Research Letters. 14 (6), pp. 1-9. https://doi.org/10.1088/1748-9326/ab2103Integrating El Nino-Southern Oscillation information and spatial diversification to minimize risk and maximize profit for Australian grazing enterprises
Nguyen-Huy, Thong, Kath, Jarrod, Mushtaq, Shahbaz, Cobon, David, Stone, Gordon and Stone, Roger. 2020. "Integrating El Nino-Southern Oscillation information and spatial diversification to minimize risk and maximize profit for Australian grazing enterprises." Agronomy for Sustainable Development: sciences des productions vegetales et de l'environnement. 40, pp. 1-11. https://doi.org/10.1007/s13593-020-0605-zThe impact of climate change and variability on coffee production: a systematic review
Pham, Yen, Reardon-Smith, Kathryn, Mushtaq, Shahbaz and Cockfield, Geoff. 2019. "The impact of climate change and variability on coffee production: a systematic review." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 156 (4), pp. 609-630. https://doi.org/10.1007/s10584-019-02538-yTowards 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.Estimating in-season actual evapotranspiration over a large-scale irrigation scheme in resource-limited conditions
Sawadogo, Estimating in-season actual evapotranspiration over a large-scale irrigation scheme in resource-limited conditions, Gundogdu, Kemal, Traore, Farid, Kouadio, Louis and Hessels, Tim. 2020. "Estimating in-season actual evapotranspiration over a large-scale irrigation scheme in resource-limited conditions." Proceedings of the Bulgarian Academy of Sciences. 73 (10), pp. 1473-1480. https://doi.org/10.7546/CRABS.2020.10.18Spatial variability in regional scale drought index insurance viability across Australia’s wheat growing regions
Kath, Jarrod, Mushtaq, Shahbaz, Henry, Ross, Adeyinka, Adewuyi Ayodele, Stone, Roger, Marcussen, Torben and Kouadio, Louis. 2019. "Spatial variability in regional scale drought index insurance viability across Australia’s wheat growing regions." Climate Risk Management. 24, pp. 13-29. https://doi.org/10.1016/j.crm.2019.04.002Hazards, food insecurity and human displacement in rural riverine Bangladesh: implications for policy
Alam, G. M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz, Sarker, Md Nazirul Islam and Hossain, Moazzem. 2020. "Hazards, food insecurity and human displacement in rural riverine Bangladesh: implications for policy." International Journal of Disaster Risk Reduction. 43, pp. 1-8. https://doi.org/10.1016/j.ijdrr.2019.101364Probabilistic 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. 203-227Key risks for Australian macadamia growers and potential insurance options to manage financial losses
Mushtaq, Shahbaz, Kath, Jarrod, Marcussen, Torbin, Roberts, Julian, Wilkinson, Claire, Mehmet, Russell, Pilling, Debbie and Henry, Ross. 2019. Key risks for Australian macadamia growers and potential insurance options to manage financial losses. Toowoomba, Australia. University of Southern Queensland.Value of seasonal climate forecasts in reducing economic losses for grazing enterprises: Charters Towers case study
An-Vo, Duc-Anh, Reardon-Smith, Kate, Mushtaq, Shahbaz, Cobon, David, Kodur, Shreevatsa and Stone, Roger. 2019. "Value of seasonal climate forecasts in reducing economic losses for grazing enterprises: Charters Towers case study." The Rangeland Journal. 41 (3), pp. 165-175. https://doi.org/10.1071/RJ18004Building and Delivering Real-World, Integrated Sustainability Solutions: Insights, Methods and Case-Study Applications
Newlands, Nathaniel K., Porcelli, Tracy A., Potgieter, Andries B., Kouadio, Louis, Huete, Alfredo and Guo, Wei. 2019. "Building and Delivering Real-World, Integrated Sustainability Solutions: Insights, Methods and Case-Study Applications." Frontiers in Environmental Science. 7, pp. 1-3. https://doi.org/10.3389/fenvs.2019.00071Sustainable production of Robusta coffee under a changing climate: a 10-year monitoring of fertilizer management in coffee farms in Vietnam and Indonesia
Byrareddy, Vivekananda, Kouadio, Louis, Mushtaq, Shahbaz and Stone, Roger. 2019. "Sustainable production of Robusta coffee under a changing climate: a 10-year monitoring of fertilizer management in coffee farms in Vietnam and Indonesia." Agronomy. 9, pp. 1-19. https://doi.org/10.3390/agronomy9090499Evaluating the shifts in rainfall and pasture-growth variabilities across the pastoral zone of Australia during 1910–2010
Cobon, David, Kouadio, Louis, Mushtaq, Shahbaz, Jarvis, Chelsea, Carter, John, Stone, Grant and Davis, Peter. 2019. "Evaluating the shifts in rainfall and pasture-growth variabilities across the pastoral zone of Australia during 1910–2010." Crop and Pasture Science. 70 (7), pp. 634-647. https://doi.org/10.1071/CP18482Using Multi-Temporal Landsat Images and Support Vector Machine to Assess the Changes in Agricultural Irrigated Areas in the Mogtedo Region, Burkina Faso
Traore, Farid, Bonkoungou, Joachim, Compaore, Jerome, Kouadio, Louis, Wellens, Joost, Hallot, Eric and Tychon, Bernard. 2019. "Using Multi-Temporal Landsat Images and Support Vector Machine to Assess the Changes in Agricultural Irrigated Areas in the Mogtedo Region, Burkina Faso." Remote Sensing. 11 (12), pp. 1-18. https://doi.org/10.3390/rs11121442Copula 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/s00477-019-01662-6Diverse drivers of unsustainable groundwater extraction behaviour operate in an unregulated water scarce region
Khair, Syed Muhammad, Mushtaq, Shabaz, Reardon-Smith, Kate and Ostini, Jenny. 2019. "Diverse drivers of unsustainable groundwater extraction behaviour operate in an unregulated water scarce region." Journal of Environmental Management. 236, pp. 340-350. https://doi.org/10.1016/j.jenvman.2018.12.077Value 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.2019.01.005Developing 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.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.A systems thinking approach to water trade: finding leverage for sustainable development
Mai, Thanh, Mushtaq, Shahbaz, Loch, Adam, Reardon-Smith, K. and An-Vo, Duc-Anh. 2019. "A systems thinking approach to water trade: finding leverage for sustainable development." Land Use Policy: the international journal covering all aspects of land use. 82, pp. 595-608. https://doi.org/10.1016/j.landusepol.2019.01.004Valuing 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.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.2017.10.026History of drought management in Australia
Reardon-Smith, Kathryn, Williams, Allyson, Mushtaq, Shahbaz, Cobon, David, McRae, David and Kouadio, Louis. 2017. "History of drought management in Australia." Eslamien, Saied and Eslamien, Faezeh (ed.) Handbook of Drought and Water Scarcity: Management of Drought and Water Scarcity. United States. CRC Press. pp. 423-448Influence of socio-demographic factors on mobile phone adoption in rural Bangladesh: policy implications
Alam, G. M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz, Khatun, Most Nilufa and Mamun, M. S. Arifeen Khan. 2019. "Influence of socio-demographic factors on mobile phone adoption in rural Bangladesh: policy implications." Information Development: the international journal for librarians, archivists and information specialists. 35 (5), pp. 739-748. https://doi.org/10.1177/0266666918792040Tropical cyclone insurance for Queensland agriculture
Mushtaq, Shahbaz, Kath, Jarrod, Stone, Roger, Marcussen, Torben, Roberts, Julian, Wilkinson, Claire, Mehmet, Russell and Henry, Ross. 2018. Tropical cyclone insurance for Queensland agriculture. University of Southern Queensland. University of Southern Queensland.Drought climate adaptation program: producing enhanced agricultural crop insurance systems: summary report
Mushtaq, Shabaz, Marcussen, Torben, Kath, Jarrod, Reardon-Smith, Kathryn, Kouadio, Louis, Krishnamurti, Chandrasekhar, Stone, Roger, Roberts, Julian, Mehmet, Russell, Pilling, Debbie and Henry, Ross. 2018. Drought climate adaptation program: producing enhanced agricultural crop insurance systems: summary report. University of Southern Queensland.Drought climate adaptation program: producing enhanced agricultural crop insurance systems: final report
Mushtaq, Shahbaz, Marcussen, Torben, Kath, Jarrod, Reardon-Smith, Kathryn, Kouadio, Louis, Krishnamurti, Chandrasekhar, Stone, Roger, Roberts, Julian, Mehmet, Russell, Pilling, Debbie and Henry, Ross. 2017. Drought climate adaptation program: producing enhanced agricultural crop insurance systems: final report. University of Southern Queensland.Index insurance benefits agricultural producers exposed to excessive rainfall risk
Kath, Jarrod, Mushtaq, Shahbaz, Henry, Ross, Adeyinka, Adewuyi and Stone, Roger. 2018. "Index insurance benefits agricultural producers exposed to excessive rainfall risk." Weather and Climate Extremes. 22, pp. 1-9. https://doi.org/10.1016/j.wace.2018.10.003Artificial 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.2018.10.014Drivers of food security of vulnerable rural households in Bangladesh: implications for policy and development
Alam, G. M. Monirul, Alam, Khorshed and Mushtaq, Shahbaz. 2018. "Drivers of food security of vulnerable rural households in Bangladesh: implications for policy and development." South Asia Economic Journal. 19 (1), pp. 43-63. https://doi.org/10.1177/1391561418761075Copula-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.2018.07.002Modeling 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.2018.05.006Solar, 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. 1-32Modelling irrigated sugarcane crop under seasonal climate variability: a case study in Burdekin district
An-Vo, D.-A., Mushtaq, S. and Reardon-Smith, K.. 2017. "Modelling irrigated sugarcane crop under seasonal climate variability: a case study in Burdekin district." 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.J6.anvoToward a stochastic precipitation generator conditioned on ENSO phase for eastern Australia
An-Vo, Duc-Anh, Stone, Roger, Ngo-Cong, Duc and Marcussen, Torben. 2017. "Toward a stochastic precipitation generator conditioned on ENSO phase for eastern Australia." 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.H11.anvoPredicting water allocation trade prices using a hybrid Artificial Neural Network-Bayesian modelling approach
Nguyen-Ky, Tai, Mushtaq, Shahbaz, Loch, Adam, Reardon-Smith, Kate, An-Vo, Duc-Anh, Ngo-Cong, Duc and Tran-Cong, Thanh. 2018. "Predicting water allocation trade prices using a hybrid Artificial Neural Network-Bayesian modelling approach." Journal of Hydrology. 567, pp. 781-791. https://doi.org/10.1016/j.jhydrol.2017.11.049Direct and indirect costs of frost in the Australian wheatbelt
An-Vo, Duc-Anh, Mushtaq, Shahbaz, Zheng, Bangyou, Christopher, Jack T., Chapman, Scott C. and Chenu, Karine. 2018. "Direct and indirect costs of frost in the Australian wheatbelt." Ecological Economics. 150, pp. 122-136. https://doi.org/10.1016/j.ecolecon.2018.04.008Strategies and barriers to adaptation of hazard-prone rural households in Bangladesh
Alam, G. M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz, Khatun, Most Nilufa and Filho, Walter Leal. 2018. "Strategies and barriers to adaptation of hazard-prone rural households in Bangladesh." Filho, Walter Leal and Nalau, Johanna (ed.) Limits to climate change adaptation. Switzerland. Springer. pp. 11-24Improving the use of climate information in decision-making
Hewitt, Chris D., Stone, Roger C. and Tait, Andrew B.. 2017. "Improving the use of climate information in decision-making." Nature Climate Change. 7 (9), pp. 614-616. https://doi.org/10.1038/nclimate3378Improving fungal disease forecasts in winter wheat: a critical role of intra-day variations of meteorological conditions in the development of Septoria leaf blotch
El Jarroudi, Moussa, Kouadio, Louis, El Jarroudi, Mustapha, Junk, Jurgen, Bock, Clive, Diouf, Abdoul Aziz and Delfosse, Philippe. 2017. "Improving fungal disease forecasts in winter wheat: a critical role of intra-day variations of meteorological conditions in the development of Septoria leaf blotch." Field Crops Research. 213, pp. 12-20. https://doi.org/10.1016/j.fcr.2017.07.012Copula-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.2017.06.010Medical geology in the framework of the sustainable development goals
Bundschuh, Jochen, Maity, Jyoti Prakash, Mushtaq, Shahbaz Mushtaq, Vithange, Meththika, Seneweera, Saman, Schneider, Jerusa, Bhattacharya, Prosun, Khan, Nasreen Islam, Hamawand, Ihsan, Guilherme, Luiz R. G., Reardon-Smith, Kathryn, Parvez, Faruque, Morales-Simfors, Nury, Ghaze, Sara, Pudmenzky, Christa, Kouadio, Louis and Chen, Chien-Yen. 2017. "Medical geology in the framework of the sustainable development goals." Science of the Total Environment. 581-582, pp. 87-104. https://doi.org/10.1016/j.scitotenv.2016.11.208Estimating the value of conjunctive water use at a system-level using nonlinear programming model
An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2014. "Estimating the value of conjunctive water use at a system-level using nonlinear programming model." 2nd Digital Rural Futures Conference 2014. Toowoomba, Australia 25 - 27 Jun 2014 Australia.Forecasting water market prices in the Murray-Darling basin using Hybrid Artificial Neural Network (ANN) - Bayesian Modelling Approach
Nguyen-Ky, Tai, Mushtaq, Shahbaz, An-Vo, Duc-Anh and Ngo-Cong, Duc. 2014. "Forecasting water market prices in the Murray-Darling basin using Hybrid Artificial Neural Network (ANN) - Bayesian Modelling Approach." 2nd Digital Rural Futures Conference 2014. Toowoomba, Australia 25 - 27 Jun 2014Sweet 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 2014How do climate change and associated hazards impact on the resilience of riparian rural communities in Bangladesh? Policy implications for livelihood development
Alam, G. M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz and Filho, Walter Leal. 2018. "How do climate change and associated hazards impact on the resilience of riparian rural communities in Bangladesh? Policy implications for livelihood development." Environmental Science and Policy. 84, pp. 7-18. https://doi.org/10.1016/j.envsci.2018.02.012Connecting the dots - climate information has no value unless it changes a management decision: Some illustrative cases
Stone, Roger C.. 2009. "Connecting the dots - climate information has no value unless it changes a management decision: Some illustrative cases." Wesley, Michael, Xinsheng, Wang and McMillen, Don (ed.) Non-traditional security in PRC - Australia relations: GLOBAL issues of common concern (2009). Guangzhou, China 02 - 04 Jul 2009 Brisbane, Australia.Economic assessment of various levels of improved wheat post head-emergence frost (PHEF) tolerance breeding options: final technical report
Mushtaq, Shahbaz, An-Vo, Duc-Anh, Stone, Roger C., Christopher, Mandy, Chenu, Karine, Christopher, Jack T., Frederiks, Troy M., Zheng, Bangyou and Chapman, Scott. 2016. Economic assessment of various levels of improved wheat post head-emergence frost (PHEF) tolerance breeding options: final technical report. Australia. Grains Research and Development Corporation.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.Developing the capacity of farmers to understand and apply seasonal climate forecasts through collaborative learning processes
Cliffe, Neil, Stone, Roger, Coutts, Jeff, Reardon-Smith, Kathryn and Mushtaq, Shahbaz. 2016. "Developing the capacity of farmers to understand and apply seasonal climate forecasts through collaborative learning processes." Journal of Agricultural Education and Extension: international journal on changes in agricultural knowledge and action systems. 22 (4), pp. 311-325. https://doi.org/10.1080/1389224X.2016.1154473Economic and policy implications of relocation of agriculturalproduction systems under changing climate: example of Australian rice industry
Mushtaq, Shahbaz. 2016. "Economic and policy implications of relocation of agriculturalproduction systems under changing climate: example of Australian rice industry." Land Use Policy: the international journal covering all aspects of land use. 52, pp. 277-286. https://doi.org/10.1016/j.landusepol.2015.12.029Managing climate risks through transformational adaptation: economic and policy implications for key production regions in Australia
Mushtaq, Shahbaz. 2018. "Managing climate risks through transformational adaptation: economic and policy implications for key production regions in Australia." Climate Risk Management. 19, pp. 48-60. https://doi.org/10.1016/j.crm.2017.12.001Queensland Cloud Seeding Research Program - QCSRP
Craig, Ian and Stone, Roger. 2008. "Queensland Cloud Seeding Research Program - QCSRP." USQ Research Showcase (2008). Toowoomba, Australia 05 Nov 2008Economic assessment of wheat breeding options for potential improved levels of post head-emergence frost tolerance
Mushtaq, Shahbaz, An-Vo, Duc-Anh, Christopher, Mandy, Zheng, Bangyou, Chenu, Karine, Chapman, Scott C., Christopher, Jack T., Stone, Roger C., Frederiks, Troy M. and Alam, G. M. Monirul. 2017. "Economic assessment of wheat breeding options for potential improved levels of post head-emergence frost tolerance." Field Crops Research. 213, pp. 75-88. https://doi.org/10.1016/j.fcr.2017.07.021A threshold-based weather model for predicting stripe rust infection in winter wheat
El Jarroudi, Moussa, Kouadio, Louis, Bock, Clive H., El Jarroudi, Mustapha, Junk, Jürgen, Pasquali, Matias, Maraite, Henri and Delfosse, Philippe. 2017. "A threshold-based weather model for predicting stripe rust infection in winter wheat." Plant Disease: an international journal of applied plant pathology. 101 (5), pp. 693-703. https://doi.org/10.1094/PDIS-12-16-1766-RECan digital discussion support tools provide cost-effective options for agricultural extension services?
Mushtaq, Shahbaz, Reardon-Smith, Kate, Cliffe, Neil, Ostini, Jenny, Farley, Helen, Doyle, Joanne and Kealley, Matt. 2017. "Can digital discussion support tools provide cost-effective options for agricultural extension services?" Information Technologies and International Development. 13, pp. 52-68.Future strategies for climate services in agriculture: GFCS and collaborative implementation Australia / Western Pacific - national / regional implementation strategies
Stone, Roger. 2012. "Future strategies for climate services in agriculture: GFCS and collaborative implementation Australia / Western Pacific - national / regional implementation strategies." Joint International Symposium: ISAM 2012 and WMO-CAgM Climate Services for Agriculture: Best Practices and Future Strategies. Osaka, Japan 13 - 17 Mar 2012Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh
Alam, G. M. Monirul, Alam, Khorshed and Mushtaq, Shahbaz. 2017. "Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh." Climate Risk Management. 17, pp. 52-63. https://doi.org/10.1016/j.crm.2017.06.006Integrated water resources management: are river basin committees in Brazil enabling effective stakeholder interaction?
Barbosa, Marina Costa, Mushtaq, Shahbaz and Alam, Khorshed. 2017. "Integrated water resources management: are river basin committees in Brazil enabling effective stakeholder interaction?" Environmental Science and Policy. 76, pp. 1-11. https://doi.org/10.1016/j.envsci.2017.06.002Implementation challenges of water and land-use plans: a case study on the Guarani aquifer system in Sao Paulo, Brazil
Barbosa, M. C., Albuquerque, J. L., Ikematsu, P., Carvalho, A. M., Alam, K., Cavani, A. C. M. and Mushtaq, S.. 2012. "Implementation challenges of water and land-use plans: a case study on the Guarani aquifer system in Sao Paulo, Brazil." Lepetit, Julien (ed.) Water and Climate: Policy Implementation Challenges - 2nd Practical Responses to Climate Change Conference 2012. Canberra, Australia 01 - 03 May 2012 Australia.Effects of regional climate change on brown rust disease in winter wheat
Junk, J., Kouadio, L., Delfosse, P. and El Jarroudi, M.. 2016. "Effects of regional climate change on brown rust disease in winter wheat." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 135 (3-4), pp. 439-451. https://doi.org/10.1007/s10584-015-1587-8Integrating the impact of wheat fungal diseases in the Belgian crop yield forecasting system (B-CYFS)
El Jarroudi, Moussa, Kouadio, Louis, Bertrand, Martin, Curnel, Yannick, Giraud, Frederic, Delfosse, Philippe, Hoffmann, Lucien, Oger, Robert and Tychon, Bernard. 2012. "Integrating the impact of wheat fungal diseases in the Belgian crop yield forecasting system (B-CYFS)." European Journal of Agronomy. 40, pp. 8-17. https://doi.org/10.1016/j.eja.2012.02.003Estimating regional wheat yield from the shape of decreasing curves of green area index temporal profiles retrieved from MODIS data
Kouadio, Louis, Duveiller, Gregory, Djaby, Bakary, El Jarroudi, Moussa, Defourny, Pierre and Tychon, Bernard. 2012. "Estimating regional wheat yield from the shape of decreasing curves of green area index temporal profiles retrieved from MODIS data." International Journal of Applied Earth Observation and Geoinformation. 18 (1), pp. 111-118. https://doi.org/10.1016/j.jag.2012.01.009An innovative systematic approach to internalize external costs of salinization in major irrigated systems
Mushtaq, Shahbaz and Bundschuh, Jochen. 2016. "An innovative systematic approach to internalize external costs of salinization in major irrigated systems." Groundwater for Sustainable Development. 2-3, pp. 16-26. https://doi.org/10.1016/j.gsd.2016.05.002Rationalising water policy and the institutional and water governance arrangements in Sao Paulo, Brazil
Barbosa, Marina Costa, Mushtaq, Shahbaz and Alam, Khorshed. 2016. "Rationalising water policy and the institutional and water governance arrangements in Sao Paulo, Brazil." Water Policy. 18 (6), pp. 1353-1366. https://doi.org/10.2166/wp.2016.233Vulnerability to climatic change in riparian char and river-bank households in Bangladesh: implication for policy, livelihoods and social development
Alam, G.M. Monirul, Alam, Khorshed, Mushtaq, Shahbaz and Clarke, Michele L.. 2017. "Vulnerability to climatic change in riparian char and river-bank households in Bangladesh: implication for policy, livelihoods and social development." Ecological Indicators. 72, pp. 23-32. https://doi.org/10.1016/j.ecolind.2016.06.045Potential international markets for GM reproductive frost management technologies for wheat: cost-benefit analysis - final technical report
Mushtaq, Shahbaz, Christopher, Mandy and An-Vo, Duc-Anh. 2016. Potential international markets for GM reproductive frost management technologies for wheat: cost-benefit analysis - final technical report. Australia. Grains Research and Development Corporation.Influence of institutional access and social capital on adaptation decision: Empirical evidence from hazard-prone rural households in Bangladesh
Alam, G.M. Monirul, Alam, Khorshed and Mushtaq, Shahbaz. 2016. "Influence of institutional access and social capital on adaptation decision: Empirical evidence from hazard-prone rural households in Bangladesh." Ecological Economics. 130, pp. 243-251. https://doi.org/10.1016/j.ecolecon.2016.07.012Managing pest species under climate change: risks and opportunities
Reardon-Smith, Kathryn M., Stone, Roger C. and Le Brocque, Andrew F.. 2012. "Managing pest species under climate change: risks and opportunities." 4th Queensland Pest Animal Symposium. Caloundra, Queensland 30 Jul - 02 Aug 2012 Queensland, Australia.Empowering women through entrepreneurship, innovation and business sustainability in Pakistan
Wiesner, Retha and Mushtaq, Shahbaz. 2014. Empowering women through entrepreneurship, innovation and business sustainability in Pakistan. Toowoomba, Australia. University of Southern Queensland.Do single, double or triple fungicide sprays differentially affect the grain quality in winter wheat?
El Jarroudi, Moussa, Kouadio, Louis, Junk, Jurgen, Beyer, Marco, Pasquali, Matias, Bock, Clive and Delfosse, Philippe. 2015. "Do single, double or triple fungicide sprays differentially affect the grain quality in winter wheat?" Field Crops Research. 183, pp. 257-266. https://doi.org/10.1016/j.fcr.2015.08.012Estimating the value of conjunctive water use at a system-level using nonlinear programing model
An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2015. "Estimating the value of conjunctive water use at a system-level using nonlinear programing model." Journal of Economic and Social Policy. 17 (2), pp. [163]-[182].The effectiveness and need for flash flood warning systems in a regional inland city in Australia
Nieland, Carlette and Mushtaq, Shahbaz. 2016. "The effectiveness and need for flash flood warning systems in a regional inland city in Australia." Natural Hazards. 80 (1), pp. 153-171. https://doi.org/10.1007/s11069-015-1962-9Economic impact of frost in the Australian wheatbelt
An-Vo, D.-A., Mushtaq, S., Zheng, B., Christopher, J. T., Chapman, S. and Chenu, K.. 2015. "Economic impact of frost in the Australian wheatbelt." Tropical Agriculture Conference 2015: Meeting the Productivity Challenge in the Tropics (TropAg2015). Brisbane, Australia 16 - 18 Nov 2015Trade-offs and synergies between water and energy use in rural Australia
Mushtaq, Shahbaz, Maraseni, Tek N. and Reardon-Smith, Kathryn. 2015. "Trade-offs and synergies between water and energy use in rural Australia." Pittock, Jamie, Hussey, Karen and Dovers, Stephen (ed.) Climate, energy and water: managing trade-offs, seizing opportunities. New York, USA. Cambridge University Press. pp. 123-140Robusta coffee model: an integrated model for coffee production at a regional scale
Kouadio, Louis, Stone, Roger, Tixier, Philippe, Mushtaq, Shahbaz and Marcussen, Torben. 2015. "Robusta coffee model: an integrated model for coffee production at a regional scale." Tropical Agriculture Conference 2015: Meeting the Productivity Challenge in the Tropics (TropAg2015). Brisbane, Australia 16 - 18 Nov 2015Exploring the potential impacts of climate variability on spring wheat yield with the APSIM decision support tool
Kouadio, Louis, Newlands, Nathaniel, Potgieter, Andries, McLean, Greg and Hill, Harvey. 2015. "Exploring the potential impacts of climate variability on spring wheat yield with the APSIM decision support tool." Agricultural Sciences. 6 (7), pp. 686-698. https://doi.org/10.4236/as.2015.67066Water policy implementation in the state of São Paulo, Brazil: key challenges and opportunities
Barbosa, Marina Costa, Alam, Khorshed and Mushtaq, Shahbaz. 2016. "Water policy implementation in the state of São Paulo, Brazil: key challenges and opportunities." Environmental Science and Policy. 60, pp. 11-18. https://doi.org/10.1016/j.envsci.2016.02.017Quantifying the response of cotton production in eastern Australia to climate change
Williams, Allyson, White, Neil, Mushtaq, Shahbaz, Cockfield, Geoff, Power, Brendan and Kouadio, Louis. 2015. "Quantifying the response of cotton production in eastern Australia to climate change." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 129 (1-2), pp. 183-196. https://doi.org/10.1007/s10584-014-1305-yEvaluation of the integrated Canadian crop yield forecaster (ICCYF) model for in-season prediction of crop yield across the Canadian agricultural landscape
Chipanshi, Aston, Zhang, Yinsuo, Kouadio, Louis, Newlands, Nathaniel, Davidson, Andrew, Hill, Harvey, Warren, Richard, Qian, Budong, Daneshfar, Bahram, Bedard, Frederic and Reichert, Gordon. 2015. "Evaluation of the integrated Canadian crop yield forecaster (ICCYF) model for in-season prediction of crop yield across the Canadian agricultural landscape." Agricultural and Forest Meteorology. 206, pp. 137-150. https://doi.org/10.1016/j.agrformet.2015.03.007A comparison between visual estimates and image analysis measurements to determine Septoria leaf blotch severity in winter wheat
El Jarroudi, M., Kouadio, A. L., Mackels, C., Tychon, B., Delfosse, P. and Bock, C. H.. 2015. "A comparison between visual estimates and image analysis measurements to determine Septoria leaf blotch severity in winter wheat." Plant Pathology. 64 (2), pp. 355-364. https://doi.org/10.1111/ppa.12252Building capacity for assessing spatial-based sustainability metrics in agriculture
Kouadio, Louis and Newlands, Nathaniel K.. 2015. "Building capacity for assessing spatial-based sustainability metrics in agriculture." Decision Analytics. 2 (2). https://doi.org/10.1186/s40165-015-0011-9Nonlinear Optimisation Using Production Functions to Estimate Economic Benefit of Conjunctive Water Use for Multicrop Production
An-Vo, D.-A., Mushtaq, S., Nguyen-Ky, T., Bundschuh, J., Tran-Cong, T., Maraseni, T. N. and Reardon-Smith, K.. 2015. "Nonlinear Optimisation Using Production Functions to Estimate Economic Benefit of Conjunctive Water Use for Multicrop Production." Water Resources Management. 29 (7), pp. 2153-2170. https://doi.org/10.1007/s11269-015-0933-yLow-cost low-enthalpy geothermal heat for freshwater production: innovative applications using thermal desalination processes
Bundschuh, Jochen, Ghaffour, Noreddine, Mahmoudi, Hacene, Goosen, Mattheus, Mushtaq, Shahbaz and Hoinkis, Jan. 2015. "Low-cost low-enthalpy geothermal heat for freshwater production: innovative applications using thermal desalination processes." Renewable and Sustainable Energy Reviews. 43, pp. 196-206. https://doi.org/10.1016/j.rser.2014.10.102Economics of a decision–support system for managing the main fungal diseases of winter wheat in the Grand-Duchy of Luxembourg
El Jarroudi, Moussa, Kouadio, Louis, Beyer, Marco, Junk, Jurgen, Hoffmann, Lucien, Tychon, Bernard, Maraite, Henri, Bock, Clive H. and Delfosse, Philippe. 2015. "Economics of a decision–support system for managing the main fungal diseases of winter wheat in the Grand-Duchy of Luxembourg." Field Crops Research. 172, pp. 32-41. https://doi.org/10.1016/j.fcr.2014.11.012Virtual discussions to support climate risk decision making on farms
Reardon-Smith, Kate, Mushtaq, Shahbaz, Farley, Helen S., Cliffe, Neil, Stone, Roger C., Ostini, Jenny, Doyle, Joanne, Martin, Neil, Loch, Adam, Maraseni, Tek, Marcussen, Torben and Lindesay, Janette. 2015. "Virtual discussions to support climate risk decision making on farms." Journal of Economic and Social Policy. 17 (2).Putting virtual worlds to work to support improved climate risk decision-making on real world farms
Reardon-Smith, Kate, Mushtaq, Shahbaz, Stone, Roger, Cliffe, Neil, Farley, Helen, Ostini, Jenny, Doyle, Joanne, Martin, Neil and Loch, Adam. 2015. "Putting virtual worlds to work to support improved climate risk decision-making on real world farms." 2nd International Conference on Global Food Security. Cornell University, Ithaca, United States 11 - 14 Oct 2015Disease Severity Estimates-Effects of Rater Accuracy and Assessment Methods for Comparing Treatments
Bock, C. H., El Jarroudi, M., Kouadio, L. A., Mackels, C., Chiang, K.-S. and Delfosse, P.. 2015. "Disease Severity Estimates-Effects of Rater Accuracy and Assessment Methods for Comparing Treatments." Plant Disease. 99 (8), pp. 1104-1112. https://doi.org/10.1094/PDIS-09-14-0925-REGroundwater governance in a water-starved country: public policy, farmers' perceptions and drivers of tubewell adoption in Balochistan, Pakistan
Khair, Syed Mohammad, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2015. "Groundwater governance in a water-starved country: public policy, farmers' perceptions and drivers of tubewell adoption in Balochistan, Pakistan." Ground Water. 53 (4), pp. 626-637. https://doi.org/10.1111/gwat.12250Towards a sustainable energy technologies based agriculture
Bundschuh, Jochen, Chen, Guangnan and Mushtaq, Shahbaz. 2014. "Towards a sustainable energy technologies based agriculture." Bundschuh, Jochen and Chen, Guangnan (ed.) Sustainable energy solutions in agriculture: sustainable energy developments. London, United Kingdom. CRC Press. pp. 3-15Virtual world technologies to enhance climate risk management on Australian sugar cane farms
Reardon-Smith, Kate, Mushtaq, Shahbaz, Stone, Roger, Cliffe, Neil, Farley, Helen, Ostini, Jenny, Doyle, Joanne, Martin, Neil, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "Virtual world technologies to enhance climate risk management on Australian sugar cane farms." Climate Adaptation (NCCARF 2014): Future Challenges. Gold Coast, Australia 30 Sep - 02 Oct 2014 Gold Coast, Australia.Integrated assessment of water-energy-GHG emissions tradeoffs in an irrigated lucerne production system in eastern Australia
Mushtaq, S., Maraseni, T. N., Reardon-Smith, K., Bundschuh, J. and Jackson, T.. 2015. "Integrated assessment of water-energy-GHG emissions tradeoffs in an irrigated lucerne production system in eastern Australia." Journal of Cleaner Production. 103, pp. 491-498. https://doi.org/10.1016/j.jclepro.2014.05.037Reconfiguring agriculture through the relocation of production systems for water, environment and food security under climate change
Mushtaq, S., White, N., Cockfield, G., Power, B. and Jakeman, G.. 2015. "Reconfiguring agriculture through the relocation of production systems for water, environment and food security under climate change." The Journal of Agricultural Science. 153 (5), pp. 779-797. https://doi.org/10.1017/S0021859614001117Assessing the Performance of MODIS NDVI and EVI for Seasonal Crop Yield Forecasting at the Ecodistrict Scale
Kouadio, Louis, Newlands, Nathaniel K., Davidson, Andrew, Zhang, Yinsuo and Chipanshi, Aston. 2014. "Assessing the Performance of MODIS NDVI and EVI for Seasonal Crop Yield Forecasting at the Ecodistrict Scale." Remote Sensing. 6 (10), pp. 10193-10214. https://doi.org/10.3390/rs61010193Re-evaluating the rationale for irrigation technology adoption through an integrated trade-off analysis: case study of a cotton farming system in Australia
Maraseni, T. N., Mushtaq, S. and Reardon-Smith, K.. 2014. "Re-evaluating the rationale for irrigation technology adoption through an integrated trade-off analysis: case study of a cotton farming system in Australia." Journal of Water and Climate Change. 5 (3), pp. 328-340. https://doi.org/10.2166/wcc.2014.046Brown rust disease control in winter wheat: II. Exploring the optimization of fungicide sprays through a decision support system
El Jarroudi, Moussa, Kouadio, Louis, Giraud, Frederic, Delfosse, Philippe and Tychon, Bernard. 2014. "Brown rust disease control in winter wheat: II. Exploring the optimization of fungicide sprays through a decision support system." Environmental Science and Pollution Research. 21 (7), pp. 4809-4818. https://doi.org/10.1007/s11356-014-2557-9Brown rust disease control in winter wheat: I. Exploring an approach for disease progression based on night weather conditions
El Jarroudi, Moussa, Kouadio, Louis, Delfosse, Philippe and Tychon, Bernard. 2014. "Brown rust disease control in winter wheat: I. Exploring an approach for disease progression based on night weather conditions." Environmental Science and Pollution Research. 21 (7), pp. 4797-4808. https://doi.org/10.1007/s11356-013-2463-6The water impacts of climate change mitigation measures
Wallis, Philip J., Ward, Michael B., Pittock, Jamie, Hussey, Karen, Bamsey, Howard, Denis, Amandine, Kenway, Steven J., King, Carey W., Mushtaq, Shahbaz, Retamal, Monique L. and Spies, Brian R.. 2014. "The water impacts of climate change mitigation measures." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 125 (2), pp. 209-220. https://doi.org/10.1007/s10584-014-1156-6Applications program examples 2015
Pudmenzky, Christa and Stone, Roger. 2015. "Applications program examples 2015." 8th Atmospheric Circulation Reconstructions over the Earth Workshop (ACRE 2015). Santiago, Chile 12 - 14 Oct 2015 Chile.An integrated, probabilistic model for improved seasonal forecasting of agricultural crop yield under environmental uncertainty
Newlands, Nathaniel K., Zamar, David S., Kouadio, Louis A., Zhang, Yinsuo, Chipanshi, Aston, Potgieter, Andries, Toure, Souleymane and Hill, Harvey S. J.. 2014. "An integrated, probabilistic model for improved seasonal forecasting of agricultural crop yield under environmental uncertainty." Frontiers in Environmental Science. 2, pp. 1-21. https://doi.org/10.3389/fenvs.2014.00017The development of virtual world tools to enhance learning and real world decision making in the Australian sugar farming industry
Reardon-Smith, Kathryn, Farley, Helen, Cliffe, Neil, Mushtaq, Shahbaz, Stone, Roger, Doyle, Joanne, Martin, Neil, Ostini, Jenny, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "The development of virtual world tools to enhance learning and real world decision making in the Australian sugar farming industry." International Journal of Advanced Corporate Learning. 7 (3), pp. 17-23. https://doi.org/10.3991/ijac.v7i3.4002A comparison of raters and disease assessment methods for estimating disease severity for purposes of hypothesis testing
Bock, Clive, El Jarroudi, Moussa, Kouadio, Louis, Mackels, Christophe, Chiang, Kuo-Szu and Delfosse, Philippe. 2014. "A comparison of raters and disease assessment methods for estimating disease severity for purposes of hypothesis testing." Phytopathology: International Journal of the American Phytopathological Society. 104 (11), pp. 15-16.Importance of a well-distributed frequency of measurements in the senescence monitoring of winter wheat and yield estimates
Kouadio, Louis, Djaby, Bakary, El Jarroudi, Moussa and Tychon, Bernard. 2012. "Importance of a well-distributed frequency of measurements in the senescence monitoring of winter wheat and yield estimates." Journal of Agricultural Science and Technology . 2 (12), pp. 1203-1213.Estimating winter wheat yield through the decreasing phase of its green area [Cinetique de decroissance de la surface verte et estimation du rendement du ble d'hiver]
Kouadio, Amani Louis, Djaby, Bakary, Duveiller, Gregory, El Jarroudi, Moussa and Tychon, Bernard. 2012. "Estimating winter wheat yield through the decreasing phase of its green area [Cinetique de decroissance de la surface verte et estimation du rendement du ble d'hiver]." Biotechnology, Agronomy, Society and Environment. 16 (2), pp. 179-191.Typology of the main fungal diseases affecting winter wheat in the Grand Duchy of Luxembourg
El Jarroudi, Moussa, Kouadio, Louis, Delfosse, Philippe, Giraud, Frederic, Junk, Jurgen, Hoffmann, Lucien, Maraite, Henri and Tychon, Bernard. 2012. "Typology of the main fungal diseases affecting winter wheat in the Grand Duchy of Luxembourg." Journal of Agricultural Science and Technology . 2 (12), pp. 1386-1399.Spatial distribution of calibrated WOFOST parameters and their influence on the performances of a regional yield forecasting system
Djaby, Bakary, de Wit, Allard, Kouadio, Louis, El Jarroudi, Moussa and Tychon, Bernard. 2013. "Spatial distribution of calibrated WOFOST parameters and their influence on the performances of a regional yield forecasting system." Sustainable Agriculture Research. 2 (4), pp. 12-29. https://doi.org/10.5539/sar.v2n4p12Constructing a framework for national drought policy: the way forward: the way Australia developed and implemented the national drought policy
Stone, Roger C.. 2014. "Constructing a framework for national drought policy: the way forward: the way Australia developed and implemented the national drought policy." Weather and Climate Extremes. 3, pp. 117-125. https://doi.org/10.1016/j.wace.2014.02.001Using a virtual world to enable real world decision making
Reardon-Smith, Kate, Farley, Helen, Stone, Roger, Mushtaq, Shahbaz, Cliffe, Neil, Doyle, Joanne, Martin, Neil, Maraseni, Tek, Marcussen, Torben, Lindesay, Janette, Loch, Adam and Kealley, Matt. 2013. "Using a virtual world to enable real world decision making." Lamb, David (ed.) 1st Digital Rural Futures Conference: Smart Farms - Smart Regions (DRF 2013). Armidale, Australia 26 - 28 Jun 2013 Armidale, Australia.Extending extension: virtual shed meetings in a digital age
Farley, Helen, Reardon-Smith, Kate, Mushtaq, Shahbaz, Cliffe, Neil, Lindesay, Janette and Loch, Adam. 2013. "Extending extension: virtual shed meetings in a digital age." Lamb, David (ed.) 1st Digital Rural Futures Conference: Smart Farms - Smart Regions (DRF 2013). Armidale, Australia 26 - 28 Jun 2013 Armidale, Australia.Exploring synergies and tradeoffs: energy, water, and economic implications of water reuse in rice-based irrigation systems
Hafeez, Mohsin, Bundschuh, Jochen and Mushtaq, Shahbaz. 2014. "Exploring synergies and tradeoffs: energy, water, and economic implications of water reuse in rice-based irrigation systems." Applied Energy. 114, pp. 889-900. https://doi.org/10.1016/j.apenergy.2013.08.051Disease severity assessment in epidemiological studies: accuracy and reliability of visual estimates of Septoria leaf blotch (SLB) in winter wheat
El Jarroudi, Moussa, Kouadio, Louis, Mackels, Christophe, Tychon, Bernard, Delfosse, Philippe and Bock, Clive H.. 2014. "Disease severity assessment in epidemiological studies: accuracy and reliability of visual estimates of Septoria leaf blotch (SLB) in winter wheat." 2014 APS-CPS Joint Meeting. Minneapolis, United States of America 09 - 13 Aug 2014 United States. American Phytopathological Society. https://doi.org/10.1094/PHYTO-104-11-S3.1A blueprint for sustainable groundwater management in Balochistan, Pakistan
Mushtaq, Shahbaz, Reardon-Smith, Kathryn, Stone, Roger and Khair, Syed Mohammad. 2013. "A blueprint for sustainable groundwater management in Balochistan, Pakistan." Griffiths, Jacqui and Lambert, Rebecca (ed.) Free flow: reaching water security through cooperation . Paris, France. Unesco. pp. 222-224Trialling a web-based 'discussion-support' tool in the Australian sugar industry: stakeholder responses are encouraging
Cliffe, Neil, Stone, Roger, Coutts, Jeff, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2013. "Trialling a web-based 'discussion-support' tool in the Australian sugar industry: stakeholder responses are encouraging." Westbrooke, Victoria (ed.) Australia-Pacific Extension Network International Conference (APEN ICNZ 2013): Transformative Change: Chosen or Unchosen Pathways to Innovation, Resilience and Prosperity . Christchurch, New Zealand 26 - 28 Aug 2013Modelling interactions between farm-level structural adjustment and a regional economy: a case of the Australian rice industry
Mushtaq, Shahbaz, Cockfield, Geoff, White, Neil and Jakeman, Guy. 2014. "Modelling interactions between farm-level structural adjustment and a regional economy: a case of the Australian rice industry." Agricultural Systems. 123, pp. 34-42. https://doi.org/10.1016/j.agsy.2013.08.010A rural agricultural-sustainable energy community model and its application to Felton Valley, Australia
Berrill, T., Reardon-Smith, K., McCreath, R., Mushtaq, S. and Bundschuh, J.. 2013. "A rural agricultural-sustainable energy community model and its application to Felton Valley, Australia ." Yan, J. (ed.) 5th International Conference on Applied Energy (ICAE 2013). Pretoria, South Africa 01 - 04 Jul 2013Climate risk management through structural adjustment and regional relocation: a case of rice industry in Australia
Mushtaq, Shahbaz. 2011. "Climate risk management through structural adjustment and regional relocation: a case of rice industry in Australia." Hemming, Deborah and Martinez, Rodney (ed.) Symposium on Climate Risk Management (CRM 2011). Guayaquil, Ecuador 10 - 12 Oct 2011 Geneva, Switzerland.Scientific research in the drought policy process
Stone, Roger and Cockfield, Geoff. 2013. "Scientific research in the drought policy process." Botterill, Linda Courtenay and Cockfield, Geoff (ed.) Drought, risk management, and policy: decision-making under uncertainty. Boca Raton, FL. United States. CRC Press. pp. 105-116The tradeoffs between water savings and GHG emissions in irrigated agriculture
Mushtaq, Shahbaz, Maraseni, Tek and Reardon-Smith, Kate. 2013. "The tradeoffs between water savings and GHG emissions in irrigated agriculture." Quarisa, Iva (ed.) Irrigation Australia Regional Conference 2013: Sharing Irrigation Knowledge for Better Outcomes. Griffith, Australia 28 - 30 May 2013 Sydney, Australia.El Nino-Southern oscillation influence on the dust storm activity in Australia: can the past provide an insight into the future?
Pudmenzky, Christa, Stone, Roger, Butler, Harry and Allan, Robert. 2011. "El Nino-Southern oscillation influence on the dust storm activity in Australia: can the past provide an insight into the future?" 4th Atmospheric Circulation Reconstructions over the Earth Workshop (ACRE 2011). De Bilt, The Netherlands 21 - 23 Sep 2011Food and water security issues - Australia
Stone, Roger C. and Mushtaq, Shahbaz. 2012. "Food and water security issues - Australia." Symposium on Synergistic Approaches to Food and Water Security (ISSAFWS 2012). Fairfax, United States 17 - 19 Oct 2012 Fairfax, VA. United States.The Queensland cloud seeding research program
Tessendorf, Sarah A., Bruintjes, Roelof T., Weeks, Courtney, Wilson, James W., Knight, Charles A., Roberts, Rita D., Peter, Justin R., Collis, Scott, Buseck, Peter R., Freney, Evelyn, Dixon, Michael, Pocernich, Matthew, Ikeda, Kyoko, Axisa, Duncan, Nelson, Eric, May, Peter T., Richter, Harald, Piketh, Stuart, Burger, Roelof P., ..., McRae, David. 2012. "The Queensland cloud seeding research program ." Bulletin of the American Meteorological Society. 93 (1), pp. 75-90. https://doi.org/10.1175/Bams-d-11-00060.1Improving climate risk management at local level – techniques, case studies, good practices and guidelines for World Meteorological Organization members
Martinez, R., Hemming, D., Malone, L., Bermudez, N., Cockfield, G., Diongue, A., Hansen, J., Hildebrand, A., Ingram, K., Jakeman, G., Kadi, M., McGregor, G. R., Mushtaq, S., Rao, P., Pulwarty, R., Ndiaye, O., Srinivasan, G., Seck, Eh., White, N. and Zougmore, R.. 2012. "Improving climate risk management at local level – techniques, case studies, good practices and guidelines for World Meteorological Organization members." Banaitiene, Nerija (ed.) Risk management - current issues and challenges. Rijeka, Croatia. InTech Europe. pp. 477-532Application of seasonal prediction on sugar cane
Stone, Roger C., Everingham, Yvette and Marcussen, Torben. 2012. "Application of seasonal prediction on sugar cane." Day, Keith A. (ed.) 6th Annual Centre for Australian Weather and Climate Research Workshop (CAWCR 2012): Understanding and Prediction of Monsoon Weather and Climate. Melbourne, Australia 12 - 15 Nov 2012 Melbourne, Australia.Supporting decision-making in the sugar industry with integrated seasonal climate forecasting
Stone, Roger C., Mushtaq, Shahbaz, Marcussen, Torben, Cliffe, Neil, Brunton, Lynda and Everingham, Yvette. 2012. "Supporting decision-making in the sugar industry with integrated seasonal climate forecasting." Global Framework for Climate Services User Conference (GFCS 2012): A Dialogue for Climate Services Users and Providers: Towards Implementation of the GFCS. Geneva, Switzerland 26 - 27 Oct 2012 Geneva, Switzerland.Climate change and water security: estimating the greenhouse gas costs of achieving water security through investments in modern irrigation technology
Mushtaq, S., Maraseni, T. N. and Reardon-Smith, K.. 2013. "Climate change and water security: estimating the greenhouse gas costs of achieving water security through investments in modern irrigation technology." Agricultural Systems. 117, pp. 78-89. https://doi.org/10.1016/j.agsy.2012.12.009Profitability of using warning system for foliar disease of wheat in the Grand-Duchy of Luxembourg
El Jarroudi, M., Kouadio, L., Beyer, M., Tychon, B. and Delfosse, P.. 2013. "Profitability of using warning system for foliar disease of wheat in the Grand-Duchy of Luxembourg." 2013 APS-MSA Joint Meeting. United States 10 - 14 Aug 2013 United States. American Phytopathological Society. https://doi.org/10.1094/PHYTO-103-6-S2.1Supporting decision-making in the sugar industry with integrated seasonal climate forecasting
Stone, Roger C., Cliffe, Neil, Mushtaq, Shahbaz and Everingham, Yvette. 2012. "Supporting decision-making in the sugar industry with integrated seasonal climate forecasting." Climate exchange, 2nd ed.. Geneva, Switzerland . Tudor Rose. pp. 46-49Understanding hydroclimate processes in the Murray-Darling basin for natural resources management
Gallant, A. J. E., Kiem, A. S., Verdon-Kidd, D. C., Stone, R. C. and Karoly, D. J.. 2012. "Understanding hydroclimate processes in the Murray-Darling basin for natural resources management." Hydrology and Earth System Sciences. 16 (7), pp. 2049-2068. https://doi.org/10.5194/hess-16-2049-2012Insurance innovations and incentives for adaptation using weather reanalysis tools for contract pricing
Burton, D., Best, P., Fairweather, H. and Mushtaq, S.. 2012. "Insurance innovations and incentives for adaptation using weather reanalysis tools for contract pricing." Climate Adaptation in Action 2012: Sharing Knowledge to Adapt (NCCARF 2012). Melbourne, Australia 26 - 28 Jun 2012 Brisbane, Australia.Relocation of intensive agriculture to northern Queensland: the cotton industry
White, Neil, Mushtaq, Shahbaz, Cockfield, Geoff and Power, Brendan. 2012. Relocation of intensive agriculture to northern Queensland: the cotton industry. Toowoomba, Australia. University of Southern Queensland.Relocation of intensive agriculture to northern Australia: the case of the rice industry
Cockfield, Geoff, Mushtaq, Shahbaz and White, Neil. 2012. Relocation of intensive agriculture to northern Australia: the case of the rice industry. Toowoomba, Australia. University of Southern Queensland.Climate variability analysis for Diuron application
Mushtaq, Shahbaz, Stone, Roger, Marcussen, Torben, Pudmenzky, Christa and Maraseni, Tek. 2012. Climate variability analysis for Diuron application. Toowoomba, Australia. University of Southern Queensland.Feasibility of Box Creek salinity management to achieve salinity benefits for the Murray River
Khan, Shahbaz, Asghar, Nadeem, Zirilli, Johnny, Mushtaq, Shahbaz and Ahmad, Aftab. 2007. Feasibility of Box Creek salinity management to achieve salinity benefits for the Murray River. Wagga Wagga, Australia. Charles Sturt University.Agricultural resilience to extreme weather events: taking stock of and reanalysing dependencies and history in climate risk management
Best, Peter, Mushtaq, Shahbaz and Stone, Roger. 2009. "Agricultural resilience to extreme weather events: taking stock of and reanalysing dependencies and history in climate risk management." 2009 International Workshop on the Content, Communication and Use of Weather and Climate Products and Services to Sustainable Agriculture (WMO 2009). Toowoomba, Australia 18 - 20 May 2009 Geneva, Switzerland .Plausible futures for regional development and structural adjustment under climate change: a case of the rice industry in Australia
Mushtaq, S., Cockfield, G., White, N. and Jakeman, G.. 2012. "Plausible futures for regional development and structural adjustment under climate change: a case of the rice industry in Australia." Lepetit, Julien (ed.) Water and Climate: Policy Implementation Challenges - 2nd Practical Responses to Climate Change Conference 2012. Canberra, Australia 01 - 03 May 2012 Canberra, Australia.Stakeholders' engagement and interaction as paths for better water planning and management: experiences under the development of the Murray-Darling Basin Plan
Barbosa, Marina Costa, Mushtaq, S. and Alam, K.. 2012. "Stakeholders' engagement and interaction as paths for better water planning and management: experiences under the development of the Murray-Darling Basin Plan." Lepetit, Julien (ed.) Water and Climate: Policy Implementation Challenges - 2nd Practical Responses to Climate Change Conference 2012. Canberra, Australia 01 - 03 May 2012 Canberra, Australia.Supporting Decision-Making in the Sugar Cane Industry with Integrated Seasonal Climate Forecasting
Stone, Roger, Everingham, Yvette, Pudmenzky, Christa and Marcussen, Torben. 2013. "Supporting Decision-Making in the Sugar Cane Industry with Integrated Seasonal Climate Forecasting." Climate Adaptation 2013 (NCCARF 2013). Sydney, Australia 25 - 27 Jun 2013 Australia.Integrated analysis for a carbon- and water-constrained future: an assessment of drip irrigation in a lettuce production system in eastern Australia
Maraseni, T. N., Mushtaq, S. and Reardon-Smith, K.. 2012. "Integrated analysis for a carbon- and water-constrained future: an assessment of drip irrigation in a lettuce production system in eastern Australia." Journal of Environmental Management. 111, pp. 220-226. https://doi.org/10.1016/j.jenvman.2012.07.020Evaluation of the financial impact of electricity subsidy on the returns of tubewell owners and water buyers under declining watertables in Balochistan, Pakistan
Khair, Syed M., Culas, Richard J. and Mushtaq, Shahbaz. 2012. "Evaluation of the financial impact of electricity subsidy on the returns of tubewell owners and water buyers under declining watertables in Balochistan, Pakistan." Doughney, Jamie and Hoa, Tran Van (ed.) 41st Australian Conference of Economists (ACE 2012). Melbourne, Australia 08 - 12 Jul 2012 Melbourne, Australia.Exploring synergies between hardware and software interventions on water savings in China: farmers' response to water usage and crop production
Mushtaq, Shahbaz. 2012. "Exploring synergies between hardware and software interventions on water savings in China: farmers' response to water usage and crop production." Water Resources Management. 26 (11), pp. 3285-3300. https://doi.org/10.1007/s11269-012-0072-7Climate and environmental risk management through structural adjustment and regional relocation: a case of rice industry in Australia
Mushtaq, S., Cockfield, G., White, N. and Jakeman, G.. 2012. "Climate and environmental risk management through structural adjustment and regional relocation: a case of rice industry in Australia." 1st National Symposium and Workshop on Environmental Science (IESM 2012): Environmental Science in a Changing Environment. Manila, Philippines 07 - 08 May 2012 Manile, Philippines.Climate change, water security and the need for integrated policy development: the case of on-farm infrastructure investment in the Australian irrigation sector
Maraseni, T. N., Mushtaq, S. and Reardon-Smith, K.. 2012. "Climate change, water security and the need for integrated policy development: the case of on-farm infrastructure investment in the Australian irrigation sector." Environmental Research Letters. 7 (3), pp. 1-12. https://doi.org/10.1088/1748-9326/7/3/034006Web-based 'discussion-support' agricultural climate information for regional India
Stone, Roger C., Reushle, Shirley and Reddy, Raji. 2012. "Web-based 'discussion-support' agricultural climate information for regional India." APN Science Bulletin.Principles of short and medium term climate forecasting - what's driving our climate and how accurate have Northern Grains Region forecasts been in the last decade?
Stone, Roger C.. 2011. "Principles of short and medium term climate forecasting - what's driving our climate and how accurate have Northern Grains Region forecasts been in the last decade?" 2011 GRDC Advisor Update, Goondiwindi. Goondiwindi, Australia 02 - 03 Mar 2011 Canberra, Australia.El Nino-Southern oscillation influence on the dust storm activity in Australia: can the past provide an insight into the future?
Pudmenzky, Christa, Stone, Roger and Butler, Harry. 2011. "El Nino-Southern oscillation influence on the dust storm activity in Australia: can the past provide an insight into the future?" WCRP 2011: Climate Research in Service to Society. Denver, United States 24 - 28 Oct 2011 Geneva, Switzerland.Resilience, vulnerability and adaptive capacity of an inland rural town prone to flooding: a climate change adaptation case study of Charleville, Queensland, Australia
Keogh, Diane U., Apan, Armando, Mushtaq, Shahbaz, King, David and Thomas, Melanie. 2011. "Resilience, vulnerability and adaptive capacity of an inland rural town prone to flooding: a climate change adaptation case study of Charleville, Queensland, Australia." Natural Hazards. 59 (2), pp. 699-723. https://doi.org/10.1007/s11069-011-9791-yResilience to climate change impacts: a review of flood mitigation policy in Queensland, Australia
Thomas, Melanie, King, David, Keogh, Diane U., Apan, Armando and Mushtaq, Shahbaz. 2011. "Resilience to climate change impacts: a review of flood mitigation policy in Queensland, Australia." The Australian Journal of Emergency Management. 26 (1), pp. 8-17.Climate outlook and review 2 June 2011
Stone, Roger. 2011. "Climate outlook and review 2 June 2011." Climate Outlook and Review.Production and marketing of small ruminants in Balochistan, Pakistan: case study of Kovak and Asghara Valleys in Balochistan, Pakistan
Mushtaq, Shahbaz. 2011. Production and marketing of small ruminants in Balochistan, Pakistan: case study of Kovak and Asghara Valleys in Balochistan, Pakistan. Koln, Germany. Lambert Academic Publishing.The economic value of improved agrometeorological information to irrigators amid climate variability
Mushtaq, Shahbaz, Chen, Charlie, Hafeez, Mohsin, Maroulis, Jerry and Gabriel, Hamza. 2012. "The economic value of improved agrometeorological information to irrigators amid climate variability." International Journal of Climatology. 32 (4), pp. 567-581. https://doi.org/10.1002/joc.2015Groundwater markets under the water scarcity and declining watertable conditions: the upland Balochistan region of Pakistan
Khair, Syed M., Mushtaq, Shahbaz, Culas, Richard J. and Hafeez, Mohsin. 2012. "Groundwater markets under the water scarcity and declining watertable conditions: the upland Balochistan region of Pakistan." Agricultural Systems. 107 (1), pp. 21-32. https://doi.org/10.1016/j.agsy.2011.11.007The international Atmospheric Circulation Reconstructions over the Earth (ACRE) initiative
Allan, Rob, Brohan, Philip, Compo, Gilbert P., Stone, Roger, Luterbacher, Juerg and Bronnimann, Stefan. 2011. "The international Atmospheric Circulation Reconstructions over the Earth (ACRE) initiative." Bulletin of the American Meteorological Society. 92 (11), pp. 1421-1425. https://doi.org/10.1175/2011BAMS3218.1Re-use and cyclic use of water saving in rice cultivation in gravity irrigation system of Philippines
Hafeez, M., Khan, S. and Mushtaq, S.. 2007. "Re-use and cyclic use of water saving in rice cultivation in gravity irrigation system of Philippines." 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 .Economic viability analysis of agro-economic management of saline drainage
Hanjra, Munir, Blackwell, John and Mushtaq, Shahbaz. 2008. Economic viability analysis of agro-economic management of saline drainage. Wagga Wagga, Australia. Charles Sturt University.The 2008 floods in Queensland: a case study of vulnerability, resilience and adaptive capacity
Apan, Armando, Keogh, Diane, King, David, Thomas, Melanie, Mushtaq, Shahbaz and Baddiley, Peter. 2010. The 2008 floods in Queensland: a case study of vulnerability, resilience and adaptive capacity. Gold Coast, Australia. National Climate Change Adaptation Research Facility (NCCARF).Scale effects on water use efficiency and productivity: a case study from UPRIIS, Philippines
Hafeez, M. M., Khan, S. and Mushtaq, S.. 2007. "Scale effects on water use efficiency and productivity: a case study from UPRIIS, Philippines." Oxley, Les and Kulasiri, Don (ed.) 17th International Congress on Modelling and Simulation (MODSIM07). Christchurch, New Zealand 10 - 13 Dec 2007 New Zealand.Editorial
Stone, Roger, Sivakumar, M. V. K. and Burt, Peter. 2006. "Editorial ." Meteorological Applications. 13 (S1), pp. 3-5. https://doi.org/10.1017/S1350482706002507Evaluating the impact of reliable water supply in the adoption of alternate wetting and drying irrigation practice for rice in China
Mushtaq, Shahbaz, Hafeez, Mohsin and Hermawan, Agus. 2008. "Evaluating the impact of reliable water supply in the adoption of alternate wetting and drying irrigation practice for rice in China." 2008 Western Pacific Geophysics Meeting . Cairns, Australia 29 Jul - 01 Aug 2008Positive feedbacks between the Antarctic Circumpolar Wave and the global El Nino-Southern Oscillation
White, Warren B., Chen, Shyh-Chin, Allan, Robert J. and Stone, Roger C.. 2002. "Positive feedbacks between the Antarctic Circumpolar Wave and the global El Nino-Southern Oscillation ." Journal of Geophysical Research: Oceans. 107 (10), pp. 3165-3177. https://doi.org/10.1029/2000JC000581Is there an Indian Ocean dipole and is it independent of the El Niño-Southern Oscillation?
Allan, Robert J., Chambers, Don, Drosdowsky, Wasyl, Hendon, Harry, Latif, Mojib, Nicholls, Neville, Smith, Ian, Stone, Roger C. and Tourre, Yves. 2001. "Is there an Indian Ocean dipole and is it independent of the El Niño-Southern Oscillation?" CLIVAR Exchanges. 6 (3), pp. 18-22.Seasonal and inter-annual climate forecasting: The new tool for increasing preparedness to climate variability and change in agricultural planning and operations
Meinke, Holger and Stone, Roger C.. 2005. "Seasonal and inter-annual climate forecasting: The new tool for increasing preparedness to climate variability and change in agricultural planning and operations." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 70 (1-2), pp. 221-253. https://doi.org/10.1007/s10584-005-5948-6Weather, climate and farmers: an overview
Stone, Roger C. and Meinke, Holger. 2006. "Weather, climate and farmers: an overview." Meteorological Applications. 13 (S1), pp. 7-20. https://doi.org/10.1017/S1350482706002519Intra-seasonal climate predictions - linking weather and climate forecasts
Donald, Alexis, Meinke, Holger, Power, Brendan, Wheeler, Matthew, Maia, Aline de H. N., White, Neil, Stone, Roger C. and Ribbe, Joachim. 2006. "Intra-seasonal climate predictions - linking weather and climate forecasts." Vera, Carolina (ed.) 8th International Conference on Southern Hemisphere Meteorology and Oceanography (8ICSHMO): Understanding and Predicting Climate and Water Resources, their Variability and Change in the Southern Hemisphere. Foz do Iguacu, Brazil 24 - 28 Apr 2006 Washington, DC. United States.Near-global impact of the Madden-Julian Oscillation on rainfall
Donald, Alexis, Meinke, Holger, Power, Brendan, Maia, Aline de H. N., Wheeler, Matthew, Stone, Roger C., Ribbe, Joachim and White, Neil. 2006. "Near-global impact of the Madden-Julian Oscillation on rainfall." Geophysical Research Letters. 33 (9), p. L09704. https://doi.org/10.1029/2005GL025155Submission to the House of Representatives Industry, Science and Innovation Committee Inquiry into long-term meteorological forecasting in Australia. Submission no. 10
Stone, Roger. 2009. "Submission to the House of Representatives Industry, Science and Innovation Committee Inquiry into long-term meteorological forecasting in Australia. Submission no. 10 ." Seasonal forecasting in Australia. Canberra, Australia. Commonwealth of Australia. pp. 1-8Short and long term weather prospects: recent breakthroughs in the understanding of climate patterns and climate change and their impacts on crop yields
Stone, Roger. 2006. "Short and long term weather prospects: recent breakthroughs in the understanding of climate patterns and climate change and their impacts on crop yields." 1st CropLife Australia Perspectives Conference 2006. Sydney 28 Nov 2006 Canberra, Australia.Forecasting water trading prices in the Murray Darling Basin
Khan, Shahbaz, Mushtaq, Shahbaz, Hanjra, Munir A. and Dassanayake, Dharma. 2007. "Forecasting water trading prices in the Murray Darling Basin." Donatelli, M., Hatfield, J. and Rizzoli, A. (ed.) International Symposium on Methodologies on Integrated Analysis on Farm Production Systems (2007). Catania, Italy 10 - 12 Sep 2007 Italy.The value of an integrated approach to climate applications modelling
Stone, Roger C. and Meinke, Holger. 2006. "The value of an integrated approach to climate applications modelling." Hollis, A. J. and Kariko, A. P. (ed.) 18th Annual Bureau of Meteorology Research Centre Modelling Workshop. The Australian Community Climate and Earth System Simulator (ACCESS): Challenges and Opportunities (BMRC 2006) . Melbourne, Australia 28 Nov - 01 Dec 2006 Melbourne, Australia.Evaluating the potentials of deficit irrigation as an adaptive response to climate change and environmental demand
Mushtaq, Shahbaz and Moghaddasi, Mahnoosh. 2011. "Evaluating the potentials of deficit irrigation as an adaptive response to climate change and environmental demand." Environmental Science and Policy. 14 (8), pp. 1139-1150. https://doi.org/10.1016/j.envsci.2011.07.007Reappraisal of land and water conservation farming in slope upland areas for sustainable agriculture in Indonesia
Hermawan, Agus, Mushtaq, Shahbaz and Hafeez, Mohsin. 2008. "Reappraisal of land and water conservation farming in slope upland areas for sustainable agriculture in Indonesia." 2008 Western Pacific Geophysics Meeting . Cairns, Australia 29 Jul - 01 Aug 2008Understanding and valuing the economic, social and environmental components of System Harmonisation
Davidson, Brian, Mushtaq, Shahbaz, Simmons, Bruce, Allan, Catherine and Regan, Peter. 2007. Understanding and valuing the economic, social and environmental components of System Harmonisation. Toowoomba, Australia. CRC for Irrigation Futures.WaterWorks: a decision support tool for irrigation infrastructure decisions at farm level
Khan, Shahbaz, Chen, Charlie and Mushtaq, Shahbaz. 2008. "WaterWorks: a decision support tool for irrigation infrastructure decisions at farm level." 2008 Western Pacific Geophysics Meeting . Cairns, Australia 29 Jul - 01 Aug 2008Drought risks and vulnerability in rainfed agriculture: example of a case study in Australia
Stone, Roger C. and Potgieter, Andries. 2008. "Drought risks and vulnerability in rainfed agriculture: example of a case study in Australia." Options Mediterraneennes.Role of aquifer storage and recovery for harmonising irrigation with environment in connected systems
Khan, Shahbaz, Rana, Tariq and Mushtaq, Shahbaz. 2006. "Role of aquifer storage and recovery for harmonising irrigation with environment in connected systems." 10th Murray-Darling Basin Groundwater Workshop: Does the Science Hold Water? . Canberra, Australia 18 - 20 Sep 2006 Canberra, ACT, Australia.Impacts and adaptation response of infrastructure and communities to heatwaves: the southern Australian experience of 2009
Best, Peter, Marcussen, Torben, Mushtaq, Shahbaz, Stone, Roger C., Reeves, Jim, Foelz, Colleen, Grace, Peter, Loughnan, Margaret, McEvoy, Darryn, Ahmed, Ifte, Mullett, Jane, Haynes, Katharine, Bird, Deanne, Coates, Lucinda and Ling, Megan. 2010. Impacts and adaptation response of infrastructure and communities to heatwaves: the southern Australian experience of 2009. Gold Coast, Australia. National Climate Change Adaptation Research Facility (NCCARF).Technological change in the Australian irrigation industry: implications for future resource management and policy development
Maraseni, Tek N. and Mushtaq, Shahbaz. 2011. "Technological change in the Australian irrigation industry: implications for future resource management and policy development." Thompson, Chris (ed.) Irrigation 2011: New Horizons, Fresh Ideas Regional Conference and Exhibition. Launceston, Australia 22 - 25 Aug 2011 Sydney, Australia.Living with floods: an evaluation of the resettlement program of the Mekong Delta of Vietnam
Danh, Thanh Vo and Mushtaq, Shahbaz. 2011. "Living with floods: an evaluation of the resettlement program of the Mekong Delta of Vietnam." Stewart, Mart A. and Coclanis, Peter A. (ed.) Environmental change and agricultural sustainability in the Mekong Delta. Dordrecht, Netherlands. Springer. pp. 181-204Technological change in the Australian irrigation industry: implications for future resource management and policy development
Mushtaq, Shahbaz and Maraseni, Tek Narayan. 2011. Technological change in the Australian irrigation industry: implications for future resource management and policy development. Canberra, Australia. National Water Commission.Groundwater markets under the water scarcity conditions: the upland Balochistan region of Pakistan
Khair, Syed M., Mushtaq, Shahbaz, Culas, Richard J. and Hafeez, Mohsin. 2011. "Groundwater markets under the water scarcity conditions: the upland Balochistan region of Pakistan." Coleman, William and Oslington, Paul (ed.) 40th Australian Conference of Economists (ACE 2011) . Canberra, Australia 11 - 13 Jul 2011 Sydney, Australia.A decision support tool for irrigation infrastructure investments
Khan, Shahbaz, Mushtaq, Shahbaz and Chen, Charlie. 2010. "A decision support tool for irrigation infrastructure investments." Irrigation and Drainage. 59 (4), pp. 404-418. https://doi.org/10.1002/ird.501Energy, water, and economic implications of water re-use in rice-based irrigation systems, the Philippines
Hafeez, Mohsin M., Bouman, Bas and Mushtaq, Shahbaz. 2010. "Energy, water, and economic implications of water re-use in rice-based irrigation systems, the Philippines." IRC 2010: Rice for Future Generations. Hanoi, Vietnam 08 - 12 Nov 2010Climate outlook and review 5 April 2010
Stone, Roger C.. 2010. "Climate outlook and review 5 April 2010." Climate Outlook and Review.Resilience, vulnerability and adaptive capacity of an inland rural town prone to flooding: a climate change adaptation case study of Charleville, Queensland, Australia
Keogh, D., Apan, A. and Mushtaq, S.. 2010. "Resilience, vulnerability and adaptive capacity of an inland rural town prone to flooding: a climate change adaptation case study of Charleville, Queensland, Australia." Climate Adaptation Futures: Preparing for the Unavoidable Impacts of Climate Change (2010). Gold Coast, Australia 29 Jun - 01 Jul 2010 Brisbane, Australia.Australian agriculture - adaptations to climate change
Craig, I., Goh, S. and Mushtaq, S.. 2010. "Australian agriculture - adaptations to climate change." Climate Adaptation Futures: Preparing for the Unavoidable Impacts of Climate Change (2010). Gold Coast, Australia 29 Jun - 01 Jul 2010 Brisbane, Australia.Beyond the Carbon Economy: The Energy Law in Transition by Donald N. Zillman, Catherine Redgwell, Yinka O. Omorogbe and Lila K. Barrera-Hernandaz
Mushtaq, Shahbaz and Maraseni, Tek N.. 2010. "Beyond the Carbon Economy: The Energy Law in Transition by Donald N. Zillman, Catherine Redgwell, Yinka O. Omorogbe and Lila K. Barrera-Hernandaz ." International Journal of Environmental Studies. 67 (1), pp. 90-93. https://doi.org/10.1080/00207230903034647An application of demerit point approach in selection of most suitable climate models to characterise the potential climate change impact on regional Australia
Stone, Roger C., Marcussen, Torben and Mushtaq, Shahbaz. 2010. "An application of demerit point approach in selection of most suitable climate models to characterise the potential climate change impact on regional Australia." American Geophysical Union 2010 Fall Meeting. San Francisco, United States 13 - 17 Dec 2010 Washington, DC United States.Energy and economic efficiency analysis of rice and cotton production in China
Khan, Mohammad Azam, Khan, Shahbaz and Mushtaq, Shahbaz. 2009. "Energy and economic efficiency analysis of rice and cotton production in China." Sarhad Journal of Agriculture. 25 (2), pp. 291-300.El Niño-Southern Oscillation influence on the dust storm activity in Australia: can the past provide a key to the future?
Pudmenzky, C., Stone, R., Butler, H. and Allan, R.. 2011. "El Niño-Southern Oscillation influence on the dust storm activity in Australia: can the past provide a key to the future?" American Geophysical Union, Fall Meeting 2011. San Francisco, California, United States 05 - 09 Dec 2011 United States.Interim report on the Southeast Queensland Cloud Seeding Research Program
Tessendorf, Sarah, Bruintjes, Roelof, Dixon, Mike, Pocernich, Matt, Brandes, Ed, Wilson, Jim, Roberts, Rita, Ikeda, Kyoko, Axisa, Duncan, Craig, Ian, Peter, Justin, May, Peter, Keenan, Tom, Manton, Michael, Stone, Roger C., Yates, David, Towler, Erin, Bringi, V. and Thurai, M.. 2008. Interim report on the Southeast Queensland Cloud Seeding Research Program. Boulder, CO. United States. National Center for Atmospheric Research.Predicting water allocations and trading prices to assist water markets
Khan, Shahbaz, Dassanayake, Dharma, Mushtaq, Shahbaz and Hanjra, Munir A.. 2010. "Predicting water allocations and trading prices to assist water markets." Irrigation and Drainage. 59 (4), pp. 388-403. https://doi.org/10.1002/ird.535A comparison of two seasonal rainfall forecasting systems for Australia
Fawcett, R. J. B. and Stone, R. C.. 2010. "A comparison of two seasonal rainfall forecasting systems for Australia." Australian Meteorological and Oceanographic Journal. 60 (1), pp. 15-24.Prospects for and value of long-time series data using global reanalysis data sets in the development of global climate derivatives
Stone, Roger C., Best, Peter and Sosenko, Olena. 2008. "Prospects for and value of long-time series data using global reanalysis data sets in the development of global climate derivatives." 2008 International Conference on Reanalyses Data, Historical Reanalyses and Climate Applications. Zurich, Switzerland 23 - 25 Jun 2008Optimised irrigation productivity and river health through pick and & mix strategies: catchment water cycle management, alternative cropping systems, real water savings and aquifer storage and recovery
Khan, Shahbaz, Malano, Hector, Davidson, Brian, Ahmad, Aftab, Mushtaq, Shahbaz and Allan, Catherine. 2007. Optimised irrigation productivity and river health through pick and & mix strategies: catchment water cycle management, alternative cropping systems, real water savings and aquifer storage and recovery. Toowoomba, Australia. IF Technologies P/L.Water reuse and cost-benefit of pumping at different spatial levels in a rice irrigation system in UPRIIS, Philippines
Hafeez, M. M., Bouman, B. A. M., Van de Giesen, N., Mushtaq, S., Vlek, P. and Khan, S.. 2008. "Water reuse and cost-benefit of pumping at different spatial levels in a rice irrigation system in UPRIIS, Philippines." Physics and Chemistry of the Earth. 33 (1-2), pp. 115-126. https://doi.org/10.1016/j.pce.2007.04.011Economic evaluation of small multi-purpose ponds in the Zhanghe irrigation system, China
Mushtaq, Shahbaz, Dawe, David and Hafeez, Mohsin. 2007. "Economic evaluation of small multi-purpose ponds in the Zhanghe irrigation system, China." Agricultural Water Management. 91 (1-3), pp. 61-70. https://doi.org/10.1016/j.agwat.2007.04.006Climate risk management for agriculture: the Australian experience
Stone, Roger C.. 2010. "Climate risk management for agriculture: the Australian experience." CCl-XV UN World Meteorological Organisation Commission for Climatology: Technical Conference on Changing Climate and Demands for Climate Services for Sustainable Development. Antalya, Turkey 16 - 18 Feb 2010 Geneva, Switzerland.Estimating potential costs and gains from an aquifer storage and recovery program in Australia
Khan, Shahbaz, Mushtaq, Shahbaz, Hanjra, Munir A. and Schaeffer, Jurgen. 2008. "Estimating potential costs and gains from an aquifer storage and recovery program in Australia." Agricultural Water Management. 95 (4), pp. 477-488. https://doi.org/10.1016/j.agwat.2007.12.002Enhancing water productivity at the irrigation system level: a geospatial hydrology application in the Yellow River Basin
Khan, Shahbaz, Hafeez, Mohsin, Rana, Tariq and Mushtaq, Shahbaz. 2008. "Enhancing water productivity at the irrigation system level: a geospatial hydrology application in the Yellow River Basin." Journal of Arid Environments. 72, pp. 1046-1063. https://doi.org/10.1016/j.jaridenv.2007.11.011Trade-off analysis for restoring environmental flows through irrigation demand management
Khan, S., Mushtaq, S., Ahmad, A. and Hafeez, M.. 2008. "Trade-off analysis for restoring environmental flows through irrigation demand management." Australasian Journal of Water Resources . 12 (1), pp. 1-20.Conjunctive water management options: examples from economic assessment of system-level water savings through Liuyuankou Irrigation System, China
Khan, Shahbaz, Mushtaq, Shahbaz, Luo, Yufeng, Dawe, David, Hafeez, Mohsin and Rana, Tariq. 2007. "Conjunctive water management options: examples from economic assessment of system-level water savings through Liuyuankou Irrigation System, China." Irrigation and Drainage. 56, pp. 523-539. https://doi.org/10.1002/ird.321On-farm options for managing stream salinity in irrigation areas: an example from the Murray Darling Basin, Australia
Khan, Shahbaz, Asghar, Muhammad Nadeem, Mushtaq, Shahbaz and Ahmad, Aftab. 2008. "On-farm options for managing stream salinity in irrigation areas: an example from the Murray Darling Basin, Australia." Hydrology Research: an international journal. 39 (2), pp. 157-170. https://doi.org/10.2166/nh.2008.036Management of treated pulp and paper mill effluent to achieve zero discharge
Asghar, Muhammad Nadeem, Khan, Shahbaz and Mushtaq, Shahbaz. 2008. "Management of treated pulp and paper mill effluent to achieve zero discharge." Journal of Environmental Management. 88 (4), pp. 1285-1299. https://doi.org/10.1016/j.jenvman.2007.07.004Energy and economic efficiency of wheat production using different irrigation supply methods
Khan, Mohammad Azam, Khan, Shahbaz and Mushtaq, Shahbaz. 2007. "Energy and economic efficiency of wheat production using different irrigation supply methods." Soil and Environment. 26 (2), pp. 20-28.An assessment of the role of ponds in the adoption of water-saving irrigation practices in the Zhanghe Irrigation System, China
Mushtaq, Shahbaz, Dawe, David, Lin, Hong and Moya, Piedad. 2006. "An assessment of the role of ponds in the adoption of water-saving irrigation practices in the Zhanghe Irrigation System, China." Agricultural Water Management. 83 (1-2), pp. 100-110. https://doi.org/10.1016/j.agwat.2005.10.004Rainfall variability of decadal and longer time scales: signal or noise?
Meinke, Holger, deVoil, Peter, Hammer, Graeme L., Power, Scott, Allan, Robert J., Stone, Roger C., Folland, Chris K. and Potgieter, Andries B.. 2005. "Rainfall variability of decadal and longer time scales: signal or noise?" Journal of Climate. 18 (1), pp. 89-90. https://doi.org/10.1175/JCLI-3263.1Actionable climate knowledge: from analysis to synthesis
Meinke, Holger, Nelson, Rohan, Kokic, Phil, Stone, Roger, Selvaraju, Ramasamy and Baethgen, Walter. 2006. "Actionable climate knowledge: from analysis to synthesis." Climate Research. 33 (1), pp. 101-110. https://doi.org/10.3354/cr033101Inferential, nonparametric statistics to assess the quality of probabilistic forecast systems
Maia, Aline de H. N., Meinke, Holger, Lennox, Sarah and Stone, Roger. 2007. "Inferential, nonparametric statistics to assess the quality of probabilistic forecast systems." Monthly Weather Review. 135 (2), pp. 351-362. https://doi.org/10.1175/MWR3291.1El Nino through the 'eyes' of a wheat crop
Potgieter, Andries B., Hammer, Graeme L., Meinke, Holger, Stone, Roger C. and Goddard, Lisa. 2003. "El Nino through the 'eyes' of a wheat crop." Stone, Roger C. and Partridge, Ian (ed.) National Drought Forum 2003: Science for Drought. Brisbane, Australia 15 - 16 Apr 2003 Brisbane, Australia.Drought and climate forecasting in an Australian context
Stone, Roger C., Fawcett, Robert, Everingham, Yvette L. and Pinington, Greg. 2003. "Drought and climate forecasting in an Australian context." Stone, Roger C. and Partridge, Ian (ed.) Science for drought: proceedings of the National Drought Forum. Brisbane, Australia. Queensland Department of Primary Industries. pp. 41-48Regional partnerships to assist public-private investments in irrigation systems
Khan, Shahbaz and Mushtaq, Shahbaz. 2009. "Regional partnerships to assist public-private investments in irrigation systems." Agricultural Water Management. 96 (5), pp. 839 -846. https://doi.org/10.1016/j.agwat.2008.11.007Does reliability of water resources matter in the adoption of water-saving irrigation practices? a case study in the Zhanghe irrigation system, China
Mushtaq, Shahbaz, Khan, Shahbaz, Hafeez, Mohsin and Hanjra, Munir A.. 2009. "Does reliability of water resources matter in the adoption of water-saving irrigation practices? a case study in the Zhanghe irrigation system, China." Water Policy. 11 (6), pp. 661-679. https://doi.org/10.2166/wp.2009.033Greenhouse gas implications of water reuse in the Upper Pumpanga River Integrated Irrigation System, Philippines
Maraseni, Tek Narayan, Mushtaq, Shahbaz, Hafeez, Mohsin and Maroulis, Jerry. 2010. "Greenhouse gas implications of water reuse in the Upper Pumpanga River Integrated Irrigation System, Philippines." Agricultural Water Management. 97 (3), pp. 382-388. https://doi.org/10.1016/j.agwat.2009.10.007Evaluating the impact of ponds in sustaining crop production: a case of Zhanghe irrigation system in China
Mushtaq, Shahbaz, Khan, Shahbaz and Hafeez, Mohsin. 2009. "Evaluating the impact of ponds in sustaining crop production: a case of Zhanghe irrigation system in China." Water Policy. 11 (2), pp. 236-249. https://doi.org/10.2166/wp.2009.019Examining economies of scale and cost-benefit of small multi-purpose storage ponds in the Zhanghe irrigation system, China
Mushtaq, Shahbaz, Khan, Shahbaz and Hafeez, Mohsin. 2009. "Examining economies of scale and cost-benefit of small multi-purpose storage ponds in the Zhanghe irrigation system, China." Irrigation and Drainage. 58 (2), pp. 131-146. https://doi.org/10.1002/ird.394Energy and water tradeoffs in enhancing food security: a selective international assessment
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