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
417 results found
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Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts
Ghimire, Sujan, AL-Musaylh, Mohanad S., Nguyen-Huy, Thong, Deo, Ravinesh C., Acharya, Rajendra, Casillas-Perez, David, Yaseen, Zaher Mundher and Salcedo-sanz, Sancho. 2025. "Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts." Applied Energy. 378 (Part A). https://doi.org/10.1016/j.apenergy.2024.124763Article
Temporal trends in Phragmites australis invasion in the Gulf Coast are highly site-dependent
Pham, T., Birnbaum, C., Brady, M.V., Bumby, C.R., Deogracias, A.J., Dixon, J.I., Ellis, D., Fronabarger, K.H., Halbrook, S.R., Jacobs, N., Kulick, N.K., Lange, K.M., Lee, S.F., Ogoma, C.A., Schroeder, C.S., Shribman, Z.I., Smith, M., Sun, K., Valentine, K.L., ..., Farrer, E.C.. 2024. "Temporal trends in Phragmites australis invasion in the Gulf Coast are highly site-dependent." 2024 Conference of the Ecological Society of America (ESA 2024). Long Beach, United States 04 - 09 Aug 2024Poster
Strategic cultivar and sowing time selection for weed management and higher redgram productivity in semi-arid Indian regions
Marimuthu, S., Byrareddy, Vivekananda M, Dhanalakshmi, A., Mushtaq, Shahbaz and Surendran, U.. 2024. "Strategic cultivar and sowing time selection for weed management and higher redgram productivity in semi-arid Indian regions." Frontiers in Environmental Science. 12. https://doi.org/10.3389/fenvs.2024.1420078Article
Resolving water security conflicts in agriculture by a cooperative Nash bargaining approach
Janjua, Shahmir, An-Vo, Duc-Anh, Reardon-Smith, Kathryn and Mushtaq, Shahbaz. 2024. "Resolving water security conflicts in agriculture by a cooperative Nash bargaining approach." Agricultural Water Management. 306. https://doi.org/10.1016/j.agwat.2024.109205Article
Data-based platforms for enhancing agriculture in Oceania
Teixeira, C S P, Fernando, D, Graeme, O, Gacenga, F, An-Vo, D -A and Moot, D J. 2024. "Data-based platforms for enhancing agriculture in Oceania." 21st Australian Agronomy Conference 2024. Albany, Australia 21 - 24 Oct 2024 Australia.Paper
Spatiotemporal performance evaluation of high-resolution multiple satellite and reanalysis precipitation products over the semiarid region of India
Devadarshini, Elangovan, Bhuvaneswari, Kulanthaivelu, Kumar, Shanmugam Mohan, Geethalakshmi, Vellingiri, Dhasarathan, Manickam, Senthil, Alagarsamy, Senthilraja, Kandasamy, Mushtaq, Shahbaz, Nguyen-Huy, Thong, Mai, Thanh and Kouadio, Louis. 2024. "Spatiotemporal performance evaluation of high-resolution multiple satellite and reanalysis precipitation products over the semiarid region of India." Environmental Monitoring and Assessment. 196. https://doi.org/10.1007/s10661-024-13152-6Article
Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Raj, Nawin, Ghimire, Sujan, Yaseen, Zaher Mundher, Nguyen-Huy, Thong and Ghahramani, Afshin. 2024. "Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model." Water. 16 (21), p. 3133. https://doi.org/10.3390/w16213133Article
Harnessing a systems approach for sustainable adaptation in vulnerable mega-deltas: A case study of the dyke heightening program in the Vietnamese Mekong Delta's floodplains
Mai, Thanh, Mushtaq, Shahbaz, Tong, Yen Dan, Nguyen-Huy, Thong, Richards, Russell and Marcussen, Torben. 2024. "Harnessing a systems approach for sustainable adaptation in vulnerable mega-deltas: A case study of the dyke heightening program in the Vietnamese Mekong Delta's floodplains." Science of the Total Environment. 954. https://doi.org/10.1016/j.scitotenv.2024.176501Article
The impact of agricultural insurance on farmers’ mental health: What we can learn from the literature
Rana, Rezwanul Hasan, Adeyinka, Adewuyi Ayodele, Mushtaq, Shahb, Barratt, Jonathan and Alam, Khorshed. 2024. "The impact of agricultural insurance on farmers’ mental health: What we can learn from the literature." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. https://doi.org/10.1007/s10668-024-05515-3Article
Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices
Ahmed, A.A. Masrur, Akther, Shahida, Nguyen-Huy, Thong, Raj, Nawin, Jui (Student), S Janifer and S.Z., Farzana. 2024. "Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices." Journal of Hydro-Environment Research. 57, pp. 12-26. https://doi.org/10.1016/j.jher.2024.09.001Article
Impacts of the new UM convection scheme, CoMorph-A, over the Indo-Pacific and Australian regions
Zhou, Hongyan, Hudson, Debra, Li, Chen, Shi, Li, White, Bethan, Young, Griffith, Stirling, Alison, Whitall, Michael, Lock, Adrian, Lavender, Sally and Stratton, Rachel. 2024. "Impacts of the new UM convection scheme, CoMorph-A, over the Indo-Pacific and Australian regions." Journal of Southern Hemisphere Earth Systems Science. 74 (3). https://doi.org/10.1071/ES23011Article
Pyrolytic Pathway of Wheat Straw Pellet by the Thermogravimetric Analyzer
Nath, Bidhan, Bowtell, Les, Chen, Guangnan, Graham, Elizabeth and Nguyen-Huy, Thong. 2024. "Pyrolytic Pathway of Wheat Straw Pellet by the Thermogravimetric Analyzer." Energies. 17 (15). https://doi.org/10.3390/en17153693Article
Harnessing rain hose technology for water-saving sustainable irrigation and enhancing blackgram productivity in garden land
Marimuthu, S., Kannan, S. Vallal, Pazhanivelan, S., Raju, M., Sivamurugan, A. P., Karthikeyan, M., Byrareddy, V. M., Mushtaq, S. and Surendran, U.. 2024. "Harnessing rain hose technology for water-saving sustainable irrigation and enhancing blackgram productivity in garden land." Scientific Reports. 14 (1). https://doi.org/10.1038/s41598-024-69655-2Article
ACCESS-S2 seasonal forecasts of rainfall and the SAM–rainfall relationship during the grain growing season in south-west Western Australia
Firth, Rebecca, Kala, Jatin, Hudson, Debra, Hawke, Kerryn and Marshall, Andrew. 2024. "ACCESS-S2 seasonal forecasts of rainfall and the SAM–rainfall relationship during the grain growing season in south-west Western Australia." Journal of Southern Hemisphere Earth Systems Science. 74 (3). https://doi.org/10.1071/ES24004Article
Correction: Taylor et al. A Statistical Forecasting Model for Extremes of the Fire Behaviour Index in Australia. Atmosphere 2024, 15, 470
Taylor, Rachel, Marshall, Andrew G., Crimp, Steven, Cary, Geoffrey J. and Harris, Sarah. 2024. "Correction: Taylor et al. A Statistical Forecasting Model for Extremes of the Fire Behaviour Index in Australia. Atmosphere 2024, 15, 470 ." Atmosphere. 15 (7). https://doi.org/10.3390/atmos15070801Notes or commentaries
Making Australian Drought Monitor dataset findable, accessible, interoperable and reusable
Gacenga, Francis, An-Vo, Duc-Anh, McCulloch, Jillian, Young, Richard and Cobon, David. 2024. "Making Australian Drought Monitor dataset findable, accessible, interoperable and reusable." Computers and Electronics in Agriculture. 226. https://doi.org/10.1016/j.compag.2024.109381Article
Associations between Australian climate drivers and extreme weekly fire danger
Taylor, Rachel, Marshall, Andrew G. Marsha, Crimp, Steven, Cary, Geoffrey J., Harris, Sarah and Sauvage, Samuel. 2024. "Associations between Australian climate drivers and extreme weekly fire danger." International Journal of Wildland Fire. 33 (1). https://doi.org/10.1071/WF23060Article
Synthesis of special feature —Tailored Restoration Response: Predictions And Guidelines For Wetland Renewal
Waryszak, Pawel and Asbridge, Emma. 2024. "Synthesis of special feature —Tailored Restoration Response: Predictions And Guidelines For Wetland Renewal." Restoration Ecology. 32 (5). https://doi.org/10.1111/rec.14172Article
A Statistical Forecasting Model for Extremes of the Fire Behaviour Index in Australia
Taylor, Rachel, Marshall, Andrew G., Crimp, Steven, Cary, Geoffrey J. and Harris, Sarah. 2024. "A Statistical Forecasting Model for Extremes of the Fire Behaviour Index in Australia." Atmosphere. 15 (4). https://doi.org/10.3390/atmos15040470Article
The performance of the CoMorph-A convection package in global simulations with the Met Office Unified Model
Lock, A. P., Whitall, M., Stirling, A. J., Williams, K., Lavender, S. L., Morcrette, C., Matsubayashi, K., Field, P. R., Martin, G., Willett, M. and Heming, J.. 2024. "The performance of the CoMorph-A convection package in global simulations with the Met Office Unified Model." Quarterly Journal of the Royal Meteorological Society. 150 (763), pp. 3527-3543. https://doi.org/10.1002/qj.4781Article
Sub-seasonal to seasonal drivers of regional marine heatwaves around Australia
Gregory, Catherine H., Holbrook, Neil J., Marshall, Andrew G. and Spillman, Claire M.. 2024. "Sub-seasonal to seasonal drivers of regional marine heatwaves around Australia." Climate Dynamics. 62 (7), pp. 6599-6623. https://doi.org/10.1007/s00382-024-07226-xArticle
Combined Role of the MJO and ENSO in Shaping Extreme Warming Patterns and Coral Bleaching Risk in the Great Barrier Reef
Gregory, Catherine H., Holbrook, Neil J., Spillman, Claire M. and Marshall, Andrew G.. 2024. "Combined Role of the MJO and ENSO in Shaping Extreme Warming Patterns and Coral Bleaching Risk in the Great Barrier Reef." Geophysical Research Letters. 51 (13). https://doi.org/10.1029/2024GL108810Article
Preparing Colombian coffee production for climate change: Integrated spatial modelling to identify potential robusta coffee (Coffea canephora P.) growing areas
González-Orozco, Carlos E., Porcel, Mario, Mittahalli Byrareddy, Vivekananda, Rahn, Eric, Cardona, William A., Salinas Velandia, Diego A. Salinas, Araujo-Carrillo, Gustavo A. and Kath, Jarrod. 2024. "Preparing Colombian coffee production for climate change: Integrated spatial modelling to identify potential robusta coffee (Coffea canephora P.) growing areas." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 177 (4). https://doi.org/10.1007/s10584-024-03717-2Article
Will 2024 be the first year that global temperature exceeds 1.5°C?
Dunstone, Nick J., Smith, Doug M., Atkinson, Chris, Colman, Andrew, Folland, Chris, Hermanson, Leon, Ineson, Sarah, Killick, Rachel, Morice, Colin, Rayner, Nick, Seabrook, Melissa and Scaife, Adam A.. 2024. "Will 2024 be the first year that global temperature exceeds 1.5°C?" Atmospheric Science Letters. 25 (9). https://doi.org/10.1002/asl.1254Article
Why Does the Ensemble Mean of CMIP6 Models Simulate Arctic Temperature More Accurately Than Global Temperature?
Chylek, Petr, Folland, Chris K., Klett, James D., Wang, Muyin, Lesins, Glen and Dubey, Manvendra K.. 2024. "Why Does the Ensemble Mean of CMIP6 Models Simulate Arctic Temperature More Accurately Than Global Temperature?" Atmosphere. 15 (5). https://doi.org/10.3390/atmos15050567Article
Assessing scale-dependency of climate risks in coffee-based agroforestry systems
Byrareddy, Vivekananda M., Kath, Jarrod, Kouadio, Louis, Mushtaq, Shahbaz and Geethalakshmi, Vellingiri. 2024. "Assessing scale-dependency of climate risks in coffee-based agroforestry systems." Scientific Reports. 14 (1). https://doi.org/10.1038/s41598-024-58790-5Article
Corrigendum to “Impacts of environmental feedbacks on the production of a Central Queensland beef enterprise in a future climate” [Agricultural Systems 214 (2024) 1–13/103838]
An-Vo, Duc-Anh, Cobon, David, Owens, Jo, Liedloff, Adam, Cowan, Tim and Power, Scott. 2024. "Corrigendum to “Impacts of environmental feedbacks on the production of a Central Queensland beef enterprise in a future climate” [Agricultural Systems 214 (2024) 1–13/103838] ." Agricultural Systems. 216. https://doi.org/10.1016/j.agsy.2024.103875Notes or commentaries
Pyrolysis of wheat straw pellets in a pilot-scale reactor: Effect of temperature and residence time
Nath, Bidhan, Chen, Guangnan, Bowtell, Les and Nguyen-Huy, Thong. 2024. "Pyrolysis of wheat straw pellets in a pilot-scale reactor: Effect of temperature and residence time." Energy Science and Engineering. 12 (8), pp. 3524-3539. https://doi.org/10.1002/ese3.1833Article
Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers
Nguyen-Huy, Thong, Kath, Jarrod, Kouadio, Louis, King, Rachel, Mushtaq, Shahbaz and Barratt, Jonathan. 2024. "Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers." Sustainable Futures. 8. https://doi.org/10.1016/j.sftr.2024.100249Article
Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index
Chand, Ravinesh, Nguyen-Huy, Thong, Deo, Ravinesh C., Ghimire, Sujan, Ali, Mumtaz and Ghahramani, Afshin. 2024. "Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index." Water. 16 (11). https://doi.org/10.3390/w16111560Article
Seasonal climate forecast-an important tool in managing the risk of extreme weather events in Australia's wheat industry
Luo, Qunying, Wen, Li, Cowan, Tim and Schilling, Dale. 2024. "Seasonal climate forecast-an important tool in managing the risk of extreme weather events in Australia's wheat industry." Agricultural and Forest Meteorology. 351. https://doi.org/10.1016/j.agrformet.2024.110005Article
Observed climatology and variability of cattle heat stress in Australia
Cowan, Tim, Wheeler, Matthew C., Cobon, David H., Gaughan, John B., Marshall, Andrew G., Sharples, Wendy, McCulloch, Jillian and Jarvis, Chelsea. 2024. "Observed climatology and variability of cattle heat stress in Australia." Journal of Applied Meteorology and Climatology. 63 (5), pp. 645-663. https://doi.org/10.1175/JAMC-D-23-0082.1Article
Climate Driver Influences on Prediction of the Australian Fire Behaviour Index
Taylor, Rachel, Marshall, Andrew G., Crimp, Steven, Cary, Geoffrey J. and Harris, Sarah. 2024. "Climate Driver Influences on Prediction of the Australian Fire Behaviour Index." Atmosphere. 15 (2). https://doi.org/10.3390/atmos15020203Article
The use of idealised experiments in testing a new convective parametrization: Performance of CoMorph-A
Lavender, Sally L., Stirling, Alison J., Whitall, Michael, Stratton, Rachel A., Daleu, Chimene L., Plant, Robert S., Lock, Adrian and Gu, Jian-Feng. 2024. "The use of idealised experiments in testing a new convective parametrization: Performance of CoMorph-A." Quarterly Journal of the Royal Meteorological Society. 150 (760), pp. 1581-1600. https://doi.org/10.1002/qj.4660Article
Quasi-Biennial Oscillation influence on Australian summer rainfall
Jiang, Xiaoxuan, Holbrook, Neil J., Marshall, Andrew G. and Love, Peter T.. 2024. "Quasi-Biennial Oscillation influence on Australian summer rainfall." Npj Climate and Atmospheric Science. 7 (1). https://doi.org/10.1038/s41612-023-00552-7Article
Statistical relationships between the Interdecadal Pacific Oscillation and El Niño–Southern Oscillation
Heidemann, Hanna, Cowan, Tim, Power, Scott B. and Henley, Benjamin J.. 2024. "Statistical relationships between the Interdecadal Pacific Oscillation and El Niño–Southern Oscillation." Climate Dynamics. 62 (3), pp. 2499-2515. https://doi.org/10.1007/s00382-023-07035-8Article
Asian Anthropogenic Aerosol Forcing Played a Key Role in the Multidecadal Increase in Australian Summer Monsoon Rainfall
Fahrenbach, Nora L. S., Bollasina, Massimo A., Samset, BjØrn H., Cowan, Tim and Ekman, Annica M. L.. 2024. "Asian Anthropogenic Aerosol Forcing Played a Key Role in the Multidecadal Increase in Australian Summer Monsoon Rainfall." Journal of Climate. 37 (3), pp. 895-911. https://doi.org/10.1175/JCLI-D-23-0313.1Article
Observing and forecasting the retreat of northern Australia’s rainy season
Cowan, Tim, Hinds, Emily, Marshall, Andrew G., Wheeler, Matthew C. and Burgh-Day, Catherine. 2024. "Observing and forecasting the retreat of northern Australia’s rainy season." Journal of Southern Hemisphere Earth Systems Science. 74 (1). https://doi.org/10.1071/ES23022Article
Impacts of environmental feedbacks on the production of a Central Queensland beef enterprise in a future climate
An-Vo, Duc-Anh, Cobon, David, Owens, Jo, Liedloff, Adam, Cowan, Tim and Power, Scott. 2024. "Impacts of environmental feedbacks on the production of a Central Queensland beef enterprise in a future climate." Agricultural Systems. 214. https://doi.org/10.1016/j.agsy.2023.103838Article
Understanding Constraints and Enablers of Climate Risk Management Strategies: Evidence from Smallholder Dairy Farmers in Regional South India
Shantharaju, Anupama, Islam, Md Aminul, Kath, Jarrod M., Mushtaq, Shahbaz, Muniyappa, Arun and Singh-Peterson, Lila. 2024. "Understanding Constraints and Enablers of Climate Risk Management Strategies: Evidence from Smallholder Dairy Farmers in Regional South India." Sustainability. 16 (5). https://doi.org/10.3390/su16052018Article
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