Centre for Applied Climate Sciences (Research)
| University | Centre for Applied Climate Sciences |
|---|---|
| Head | Prof Shahbaz Mushtaq |
| Director of Research | Prof Shahbaz Mushtaq |
Latest research outputs
414 results found
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Artificial neural networks for prediction of Steadman Heat Index
Chand, Bhuwan, Nguyen-Huy, Thong and Deo, Ravinesh C.. 2021. "Artificial neural networks for prediction of Steadman Heat Index." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 293-357Edited book (chapter)
Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction
Nguyen-Huy, Thong, Deo, Ravinesh C., Yaseen, Zaher Mundher, Mushtaq, Shahbaz and Prasad, Ramendra. 2021. "Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 29-47Edited book (chapter)
Phragmites australis Associates with Belowground Fungal Communities Characterized by High Diversity and Pathogen Abundance
Schroeder, Carolyn S., Halbrook, Susannah, Birnbaum, Christina, Waryszak, Pawel, Wilber, William and Farrer, Emily C.. 2020. "Phragmites australis Associates with Belowground Fungal Communities Characterized by High Diversity and Pathogen Abundance ." Diversity. 12 (9). https://doi.org/10.3390/d12090363Article
Modelling hydrological processes and identifying soil erosion sources in a tropical catchment of the Great Barrier Reef using SWAT
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/w12082179Article
Insights into the value of seasonal climate forecasts to agriculture
Darbyshire, Rebecca, Crean, Jason, Cashen, Michael, Anwar, Muhuddin Rajin, Broadfoot, Kim, Simpson, Marja, Cobon, David, Pudmenzky, Christa, Kouadio, Louis and Kodur, Shreevatsa. 2020. "Insights into the value of seasonal climate forecasts to agriculture." The Australian Journal of Agricultural and Resource Economics. 64 (4), pp. 1034-1058. https://doi.org/10.1111/1467-8489.12389Article
Win-win: Improved irrigation management saves water and increases yield for robusta coffee farms in Vietnam
Byrareddy, Vivekananda, Kouadio, Louis, Kath, Jarrod, Mushtaq, Shahbaz, Rafiei, Vahid, Scobie, Michael and Stone, Roger. 2020. "Win-win: Improved irrigation management saves water and increases yield for robusta coffee farms in Vietnam." Agricultural Water Management. 241, pp. 1-12. https://doi.org/10.1016/j.agwat.2020.106350Article
Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data
Phung, Hoang-Phi, Lam-Dao, Nguyen, Nguyen-Huy, Thong, Le-Toan, Thuy and Apan, Armando A.. 2020. "Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data." Journal of Applied Remote Sensing. 14 (1), pp. 014518-1-014518-23. https://doi.org/10.1117/1.JRS.14.014518Article
Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network
Huynh, Anh Ngoc‐Lan, Deo, Ravinesh C., An-Vo, Duc-Anh, Ali, Mumtaz, Raj, Nawin and Abdulla, Shahab. 2020. "Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network." Energies. 13 (14). https://doi.org/10.3390/en13143517Article
Present-day greenhouse gases could cause more frequent and longer Dust Bowl heatwaves
Cowan, Tim, Indorf, Sabine, Hegerl, Gabriele C., Harrington, Luke J. and Otto, Friederike E. L.. 2020. "Present-day greenhouse gases could cause more frequent and longer Dust Bowl heatwaves." Nature Climate Change. 10 (6), pp. 505-510. https://doi.org/10.1038/s41558-020-0771-7Article
Ocean and land forcing of the record-breaking Dust Bowl heatwaves across central United States
Cowan, Tim, Hegerl, Gabriele C., Schurer, Andrew, Tett, Simon F. B., Vautard, Robert, Yiou, Pascal, Jezequel, Aglae, Otto, Friederike E. L., Harrington, Luke J. and Ng, Benjamin. 2020. "Ocean and land forcing of the record-breaking Dust Bowl heatwaves across central United States." Nature Communications. 11 (1). https://doi.org/10.1038/s41467-020-16676-wArticle
Insights from CMIP6 for Australia's future climate
Grose, M. R., Narsey, S., Delage, F. P., Dowdy, A. J., Bador, M., Boschat, G., Chung, C., Kajtar, J. B., Rauniyar, S., Freund, M. B., Lyu, K., Rashid, H., Zhang, X., Wales, S., Trenham, C., Holbrook, N. J., Cowan, T., Alexander, L., Arblaster, J. M. and Power, S.. 2020. "Insights from CMIP6 for Australia's future climate." Earth's Future. 8 (5). https://doi.org/10.1029/2019EF001469Article
Mathematical 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.2020.125107Article
Weather-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/agronomy10020280Article
Not 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.15097Article
Defining 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.2020.101550Article
Native pastures and beef cattle show a spatially variable response to a changing climate in Queensland, Australia
Cobon, David H., Stone, Grant, Carter, John, McKeon, Greg, Zhang, Baisen and Heidemann, Hanna. 2020. "Native pastures and beef cattle show a spatially variable response to a changing climate in Queensland, Australia." European Journal of Agronomy. 114 (126002), pp. 1-11. https://doi.org/10.1016/j.eja.2020.126002Article
Creating 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/s10584-020-02679-5Article
Using 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/ab2103Article
Changes in the future summer Mediterranean climate: contribution of teleconnections and local factors
Barcikowska, Monika J., Kapnick, Sarah B., Krishnamurty, Lakshmi, Russo, Simone, Cherchi, Annalisa and Folland, Chris K.. 2020. "Changes in the future summer Mediterranean climate: contribution of teleconnections and local factors." Earth System Dynamics. 11 (1), pp. 161-181. https://doi.org/10.5194/esd-11-161-2020Article
Integrating 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-zArticle
Agroclimatology in grasslands
Cobon, David H., Baethgen, Walter E., Landman, Willem, Williams, Allyson, Archer van Garderen, Emma, Johnson, Peter, Malherbe, Johan, Maluleke, Phumzile, Kgakatsi, Ikalafeng Ben and Davis, Peter. 2019. "Agroclimatology in grasslands." Hatfield, Jerry L., Sivakumar, Mannava V. K. and Prueger, John H. (ed.) Agroclimatology: linking agriculture to climate. United States. American Society of Agronomy.Edited book (chapter)
CMIP5 climate models overestimate cooling by volcanic aerosols
Chylek, Petr, Folland, Chris, Klett, James D. and Dubey, Manvendra K.. 2020. "CMIP5 climate models overestimate cooling by volcanic aerosols." Geophysical Research Letters. 47. https://doi.org/10.1029/2020GL087047Article
Energy sector development: system dynamics analysis
Laimon, Mohamd, Mai, Thanh, Goh, Steven and Yusaf, Talal. 2019. "Energy sector development: system dynamics analysis." Applied Sciences. 10 (1), pp. 1-19. https://doi.org/10.3390/app10010134Article
Causes of climate change over the historical record
Hegerl, Gabriele C., Bronnimann, Stefan, Cowan, Tim, Friedman, Andrew R., Hawkins, Ed, Iles, Carley, Muller, Wolfgang, Schurer, Andrew and Undorf, Sabine. 2019. "Causes of climate change over the historical record." Environmental Research Letters. 14 (12), pp. 1-25. https://doi.org/10.1088/1748-9326/ab4557Article
Review of tropical cyclones in the Australian region: climatology, variability, predictability, and trends
Chand, Savin S., Dowdy, Andrew J., Ramsay, Hamish A., Walsh, Kevin J. E., Tory, Kevin J., Power, Scott B., Bell, Samuel S., Lavender, Sally L., Ye, Hua and Kuleshov, Yuri. 2019. "Review of tropical cyclones in the Australian region: climatology, variability, predictability, and trends." WIREs Climate Change. 10 (5), pp. 1-17. https://doi.org/10.1002/wcc.602Article
Towards an economic decision support system for amelioration of soil constraints in the Northern Grains Region
Ghahramani, Afshin, An-Vo, Duc-Anh, Rochecouste, John, Mushtaq, Shahbaz, Roberton, Stirling, Bennett, John McLean and Cockfield, Geoff. 2018. Towards an economic decision support system for amelioration of soil constraints in the Northern Grains Region. Toowoomba, Australia. University of Southern Queensland.Technical report
Contrasting drivers of soil and root microbial assembly in wetland systems
Halbrook, Susannah, Schroeder, Carolyn, Birnbaum, Christin, Brady, Monica, Bumby, Caitlin, Kulick, Danielle, Candaele, Helena, Lee, Sean F.H, Smith, McKenzie, Waryszak, Pawel, Wilber, William and Farrer, Emily. 2020. "Contrasting drivers of soil and root microbial assembly in wetland systems." 2020 Conference of the Ecological Society of Australia (ESA 2020). 03 - 06 Aug 2020Presentation
Above and belowground impacts of an invasive species vary across the landscape
Farrer, Emily, Birnbaum, Christina, Waryszak, Pawel, Halbrook, Susanna, Brady, Monic, Bumby, Caitlin, Candaele, Helena, Kulick, Danielle, Lee, Sean F.H., Schroeder, C.S., Smith, Carolyn, Smith, McKenzie and Wilber, William. 2020. "Above and belowground impacts of an invasive species vary across the landscape." 2020 Conference of the Ecological Society of Australia (ESA 2020). 03 - 06 Aug 2020Presentation
Taxon-specific analysis reveals the influence of biotic and abiotic factors on bacterial communities in Louisiana wetland soils
Smith, McKenzie, Birnbaum, Christina, Waryszak, Pawel, Halbrook, Susannah, Brady, Monica, Bumby, Caitlin, Kulick, Danielle, Lee, Sean F.H., Schroeder, Carolyn, Wilber, William and Farrer, Emily. 2020. "Taxon-specific analysis reveals the influence of biotic and abiotic factors on bacterial communities in Louisiana wetland soils." 2020 Conference of the Ecological Society of America (ESA 2020). 03 - 06 Aug 2020 United States.Presentation
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.2020.10.18Article
Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses
Deo, Ravinesh C., Yaseen, Zaher Mundher, Al-Ansari, Nadhir, Nguyen-Huy, Thong, Langlands, Trevor and Galligan, Linda. 2020. "Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses." IEEE Access. 8, pp. 136697-136724. https://doi.org/10.1109/ACCESS.2020.3010938Article
Smaller businesses and e-innovation: a winning combination in Australia
Alam, Khorshed, Adeyinka, Adewuyi Ayodele and Wiesner, Retha. 2020. "Smaller businesses and e-innovation: a winning combination in Australia." Journal of Business Strategy. 41 (2), pp. 39-48. https://doi.org/10.1108/JBS-11-2018-0186Article
Spatial 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.2019.04.002Article
ETIN-MIP Extratropical-Tropical Interaction Model Intercomparison Project – protocol and initial results
Kang, Sarah M., Hawcroft, Matt, Xiang, Baoqiang, Hwang, Yen-Ting, Cazes, Gabriel, Codron, Francis, Crueger, Traute, Deser, Clara, Hodnebrog, Oivind, Kim, Hanjun, Kim, Jiyeong, Kosaka, Yu, Losada, Teresa, Mechoso, Carlos R., Myhre, Gunnar, Seland, Oyvind, Stevens, Bjorn, Watanabe, Masahiro and Yu, Sungduk. 2019. "ETIN-MIP Extratropical-Tropical Interaction Model Intercomparison Project – protocol and initial results." Bulletin of the American Meteorological Society. 100 (12), pp. 2589-2606. https://doi.org/10.1175/BAMS-D-18-0301.1Article
Forecasting the extreme rainfall, low temperatures, and strong winds associated with the northern Queensland floods of February 2019
Cowan, T., Wheeler, M. C., Alves, O., Narsey, S., de Burgh-Day, C., Griffiths, M., Jarvis, C., Cobon, D. H. and Hawcroft, M. K.. 2019. "Forecasting the extreme rainfall, low temperatures, and strong winds associated with the northern Queensland floods of February 2019." Weather and Climate Extremes. 26, pp. 1-14. https://doi.org/10.1016/j.wace.2019.100232Article
Valuing seasonal climate forecasts in the northern Australia beef industry
Cobon, D. H., Darbyshire, R., Crean, J., Kodur, S., Simpson, M. and Jarvis, C.. 2020. "Valuing seasonal climate forecasts in the northern Australia beef industry." Weather, Climate and Society. 12 (1), pp. 3-14. https://doi.org/10.1175/WCAS-D-19-0018.1Article
Are changes in atmospheric circulation important for black carbon aerosol impacts on clouds, precipitation, and radiation?
Johnson, B. T., Haywood, J. M. and Hawcroft, M. K.. 2019. "Are changes in atmospheric circulation important for black carbon aerosol impacts on clouds, precipitation, and radiation?" Journal of Geophysical Research: Atmospheres. 124 (14), pp. 7930-7950. https://doi.org/10.1029/2019JD030568Article
Disentangling the causes of the 1816 European year without a summer
Schurer, Andrew P., Hegerl, Gabriele C., Luterbacher, Jurg, Bronnimann, Stefan, Cowan, Tim, Tett, Simon F. B., Zanchettin, Davide and Timmreck, Claudia. 2019. "Disentangling the causes of the 1816 European year without a summer." Environmental Research Letters. 14 (094019), pp. 1-10. https://doi.org/10.1088/1748-9326/ab3a10Article
Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz and Khan, Shahjahan. 2020. "Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 203-227Edited book (chapter)
Impacts of hemispheric solar geoengineering on tropical cyclone frequency
Jones, Anthony C., Haywood, James M., Dunstone, Nick, Emanuel, Kerry, Hawcroft, Matthew K., Hodges, Kevin I. and Jones, Andy. 2017. "Impacts of hemispheric solar geoengineering on tropical cyclone frequency." Nature Communications. 8 (1), pp. 1-10. https://doi.org/10.1038/s41467-017-01606-0Article
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