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
450 results found
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Navigating Climate Challenges: Strategic Spatial Modelling as a Proposal to Prepare for Coffea canephora var. Robusta Plantations in Colombia
Mittahalli Byrareddy, V.. "Navigating Climate Challenges: Strategic Spatial Modelling as a Proposal to Prepare for Coffea canephora var. Robusta Plantations in Colombia." Mittahalli Byrareddy, V. and Kath, J. (ed.) International Coffee Convention (ICC) 2024. https://doi.org//10.3390/ICC2024-18168Paper
Insights from the Northern Australia Climate Program: droughts, floods, and hot cows
Cowan, T.. "Insights from the Northern Australia Climate Program: droughts, floods, and hot cows." Center for Climate Research Singapore. Singapore 28 - 28 Apr 2025Presentation
The IOD and its influence on Southeast Asia
Cowan, T.. "The IOD and its influence on Southeast Asia." Pre Climate Outlook Forum training. Cambodia 22 - 23 Apr 2025Presentation
Forecasting Cattle Comfort in Northern Australia
Cowan, T.. "Forecasting Cattle Comfort in Northern Australia." Forecasting Cattle Comfort In Northern Australia. A NACP Webinar. online 20 - 20 Feb 2025Presentation
Predictability of the IOD
Cowan, T.. 2025. "Predictability of the IOD." Pre Climate Outlook Forum training. Cambodia 22 - 23 Apr 2025Presentation
Forecasting cattle thermal stress in northern Australia
Cowan, T.. 2025. "Forecasting cattle thermal stress in northern Australia." 24th Association of Southeast Asian Nations (ASEAN) Climate Outlook Forum (ASEANCOF-24). Phnom Penh, Cambodia 24 - 25 Apr 2025Presentation
Development and verification of thermal stress forecasts for cattle in Australia's Rangelands
Cowan, T., Hinds, E., Marshall, AG, Wheeler, MC and Cobon, DH. 2025. "Development and verification of thermal stress forecasts for cattle in Australia's Rangelands." McDonald, S., Hacker, R., Pressland, T., Silcock, J., Reseigh, J. and Beutel, T. (ed.) 12th International Rangeland Congress. Adelaide, Australia 02 - 06 Jun 2025 Australia.Paper
Satellite-based data for agricultural index insurance: a systematic quantitative literature review
Nguyen, Thuy, Mushtaq, Shahbaz, Kath, Jarrod, Nguyen-Huy, Thong and Reymondin, Louis. 2025. "Satellite-based data for agricultural index insurance: a systematic quantitative literature review." Natural Hazards and Earth System Sciences. 25 (2), p. 913–927. https://doi.org/10.5194/nhess-25-913-2025Article
Quantifying error in fine-scale crop yield forecasts to guide data and algorithm improvements: case study of mango in Tamil Nadu, India
Kouadio, Louis, Kulanthaivel, Bhuvaneswari, Mai, Thanh, Nguyen-Huy, Thong, Wang, Qingxia (Jenny), Byrareddy, Vivekananda M., Mushtaq, Shahbaz, Senthil, Alagarswamy, Newlands, Nathaniel K. and Geethalakshmi, Vellingiri. 2025. "Quantifying error in fine-scale crop yield forecasts to guide data and algorithm improvements: case study of mango in Tamil Nadu, India." Computers and Electronics in Agriculture. 236. https://doi.org/10.1016/j.compag.2025.110450Article
Hybrid CNN–GRU model for hourly flood forecasting index: case studies from the Fiji islands
Chand, Ravinesh, Deo, Ravinesh C., Ghimire, Sujan, Nguyen-Huy, Thong and Ali, Mumtaz. 2025. "Hybrid CNN–GRU model for hourly flood forecasting index: case studies from the Fiji islands." Stochastic Environmental Research and Risk Assessment. 39 (5), pp. 2203-2229. https://doi.org/10.1007/s00477-025-02964-8Article
A Three-stage Cooperative Game Model for Water Resource Allocation Under Scarcity Using Bankruptcy Rules, Nash Bargaining Solution and TOPSIS
Janjua, Shahmir, An-Vo, Duc-Anh, Reardon-Smith, Kathryn and Mushtaq, Shahbaz. 2025. "A Three-stage Cooperative Game Model for Water Resource Allocation Under Scarcity Using Bankruptcy Rules, Nash Bargaining Solution and TOPSIS." Water Resources Management. https://doi.org/10.1007/s11269-025-04123-8Article
Defining potential pathways for improving the resilience and sustainable development of rangeland grazing systems: Insights from northern Australia
Mai, Thanh, Reardon-Smith, Kathryn, Cobon, David H., Nguyen-Huy, Thong and Mushtaq, Shahbaz. 2025. "Defining potential pathways for improving the resilience and sustainable development of rangeland grazing systems: Insights from northern Australia." Science of the Total Environment. 978. https://doi.org/10.1016/j.scitotenv.2025.179488Article
Strategic use of index-based frost insurance to reduce financial risk and improve income stability for wheat producers in Australia
Barratt, Jonathan, Kath, Jarrod, Mushtaq, Shahbaz, Collins, Brian, Chenu, Karine, Christopher, Jack and An-Vo, Duc-Anh. 2025. "Strategic use of index-based frost insurance to reduce financial risk and improve income stability for wheat producers in Australia." Agricultural Systems. 226. https://doi.org/10.1016/j.agsy.2025.104306Article
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
Climate forecasts for Decision-Making
Cowan, T.. "Climate forecasts for Decision-Making." Virtual workshop for Bell. online 13 - 13 Sep 2024Presentation
Supporting beef producers through the Northern Australia Climate Program
Cowan, T.. "Supporting beef producers through the Northern Australia Climate Program." Bureau of Meteorology Environmental Prediction Services training. 23 - 23 Jul 2024Conference or Workshop item
Beef Stew(ing) – what might the future look like for northern Australian beef in a warmer world?
Cowan, T., Wheeler, M., Marshall, A., Gaughan, J. and Cobon, D.. "Beef Stew(ing) – what might the future look like for northern Australian beef in a warmer world? " 30th Conference of the Australian Meteorological and Oceanographic Society. Canberra, Australia 05 - 09 Feb 2024Presentation
Can we forecast the retreat of northern Australia's rainy season?
Cowan, T.. "Can we forecast the retreat of northern Australia's rainy season?" 30th Conference of the Australian Meteorological and Oceanographic Society. Canberra, Australia 05 - 09 Feb 2024Presentation
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
Effective weed control through post-emergence herbicides to enhance blackgram (Vigna mungo L.) productivity in South India
Marimuthu, S., Gunasekaran, M., Parimaladevi, R., Subrahmaniyan, K., Byrareddy, Vivekananda M., Mushtaq, Shahbaz and Dhanalakshmi, A.. 2024. "Effective weed control through post-emergence herbicides to enhance blackgram (Vigna mungo L.) productivity in South India." Scientific Reports. 14 (1). https://doi.org/10.1038/s41598-024-75426-wArticle
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
Observed Associations between Fire Danger and Climate Modes and Their Representation in ACCESS-S2Steven
Taylor, Rachel, Marshall, Andrew G., Crimp, Steven, Cary, Geoffrey J., Paul, Paul and Harris, Sarah. 2024. "Observed Associations between Fire Danger and Climate Modes and Their Representation in ACCESS-S2Steven ." Journal of Applied Meteorology and Climatology. 63 (11), pp. 1363-1383. https://doi.org/10.1175/JAMC-D-23-0181.1Article
The Summer North Atlantic Oscillation, Arctic sea ice, and Arctic jet Rossby wave forcing
Folland, Chris K., Ou, Tinghai, Linderholm, Hans W., Scaife, Adam A., Knight, Jeff and Chen, Deliang. 2024. "The Summer North Atlantic Oscillation, Arctic sea ice, and Arctic jet Rossby wave forcing." Science Advances. 10 (46). https://doi.org/10.1126/sciadv.adk6693Article
Qualitative insights into a scholarship scheme designed to optimise test scores and expedite SDG-4 actualisation in Nigeria
Ifediora, Chris, Trimmer, Karen, Adeyinka, Adewuyi and Obianyo, Etomike. 2024. "Qualitative insights into a scholarship scheme designed to optimise test scores and expedite SDG-4 actualisation in Nigeria." Humanities and Social Sciences Communications. 11 (1). https://doi.org/10.1057/s41599-024-03884-8Article
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
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