Centre for Applied Climate Sciences
| Type | School/Centre |
|---|---|
| Director of Research | Prof Shahbaz Mushtaq |
| Parent | Institute for Life Sciences and the Environment |
| Head | Prof Robbie Girling |
| Prof Shahbaz Mushtaq |
Latest research outputs
731 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
Landscape: Notions of the Spook
Usher, D. and Lawson, A.. 2023. Landscape: Notions of the Spook.Visual artwork
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
Westward Displacement of Atmospheric East–West Circulation Ameliorated Drought-Induced Conditions in Australia and India during the Major 2023–24 and 1997–98 El Niño Events
Allan, Rob J. and Stone, Roger C.. 2024. "Westward Displacement of Atmospheric East–West Circulation Ameliorated Drought-Induced Conditions in Australia and India during the Major 2023–24 and 1997–98 El Niño Events ." Bulletin of the American Meteorological Society. 105 (11), p. E2002–E2009. https://doi.org/10.1175/BAMS-D-24-0049.1Article
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
The effect of laparoscopic vertical sleeve gastrectomy and laparoscopic roux-en-Y gastric bypass on gastroesophageal reflux disease: An updated meta-analysis and systematic review of 5-year post-operative data from randomized controlled trials.
Memon, Muhammed Ashraf, Osland, Emma, Yunus, Rossita Mohamad, Hoque, Zahirul, Alam, Khorshed and Khan, Shahjahan. 2024. "The effect of laparoscopic vertical sleeve gastrectomy and laparoscopic roux-en-Y gastric bypass on gastroesophageal reflux disease: An updated meta-analysis and systematic review of 5-year post-operative data from randomized controlled trials." Surgical Endoscopy: surgical and interventional techniques. https://doi.org/10.1007/s00464-024-11303-xArticle
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
Response of Blackgram (Vigna mungo L.) Cultivars for Nipping and Graded Levels of Nitrogen for Higher Productivity under Irrigated Conditions
Marimuthu, Subbaiyan, Navamaniraj, Koilpitchai Nelson, Kathiravan, Muthuselvan, Balasubramanian, Palaniyappan, Surendran, Udayarpillai, El-Hendawy, Salah and Mattar, Mohamed A.. 2024. "Response of Blackgram (Vigna mungo L.) Cultivars for Nipping and Graded Levels of Nitrogen for Higher Productivity under Irrigated Conditions." Agronomy. 14 (7). https://doi.org/10.3390/agronomy14071474Article
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
Estimation of forage yields in Burkina Faso's climatic zones using satellite data
Some, Wièmè, Denis, Antoine, Kouadio, AmaniLouis, Djaby, Bakary, Nacro, Hassan Bismark, Belem, Adrien Married Gaston and Tychon, Bernard. 2024. "Estimation of forage yields in Burkina Faso's climatic zones using satellite data." Revue d’élevage et de médecine vétérinaire des pays tropicaux. 77, pp. 1-17. https://doi.org/10.19182/remvt.37009Article
Continental-scale bias-corrected climate and hydrological projections for Australia
Peter, Justin, Vogel, Elisabeth, Sharples, Wendy, Bende-Michl, Ulrike, Wilson, Louise, Hope, Pandora, Dowdy, Andrew, Kociuba, Greg, Srikanthan, Sri, Duong, Vi Co, Roussis, Jake, Matic, Vjekoslav, Khan, Zaved, Oke, Alison, Turner, Margot, Baron-Hay, Stuart, Johnson, Fiona, Mehrotra, Raj, Sharma, Ashish, ..., Argent, Robert. 2024. "Continental-scale bias-corrected climate and hydrological projections for Australia." Geoscientific Model Development. 17 (7), pp. 2755-2781. https://doi.org/10.5194/gmd-17-2755-2024Article
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. 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
Leveraging edge artificial intelligence for sustainable agriculture
El Jarroudi, Moussa, Kouadio, Louis, Delfosse, Philippe, Bock, Clive H., Mahlein, Anne-Katrin, Fettweis, Xavier, Mercatoris, Benoit, Adams, Frank, Lenné, Jillian M. and Hamdioui, Said. 2024. "Leveraging edge artificial intelligence for sustainable agriculture." Nature Sustainability. 7, pp. 846-854. https://doi.org/10.1038/s41893-024-01352-4Article
Comprehensive analysis of little leaf disease incidence and resistance in eggplant
Muthusamy, Muthusamy, Yogiraj, Gawande Priya, Elaiyabharath, Thiyagarajan, Jesu, Bonipas Antony John, Johnson, Iruthayasamy, Jaffer, Shajith Basha, Dhanabalan, Shanmuga Priya, Boopathi, Narayanan Manikanda, Marimuthu, Subbaiyan, Shobeiri Nejad, Hamid, Adorada, Dante L. and Periyannan, Sambasivam. 2024. "Comprehensive analysis of little leaf disease incidence and resistance in eggplant." BMC Plant Biology. 24, p. 576. https://doi.org/10.1186/s12870-024-05257-4Article
Finite element modelling of fully encapsulated cable bolts in laboratory large scale pull out test
Mirzaghorbanali, Ashkan, Rastegarmanesh, Ali, McDougall, Kevin, Aziz, Naj, Anzanpour, Sina and Nourizadeh, Hadi. 2024. "Finite element modelling of fully encapsulated cable bolts in laboratory large scale pull out test." Aziz, N. and Mirzaghorbanali, A. (ed.) 2024 Resource Operators Conference (ROC2024). Wollongong, Australia 13 - 16 Feb 2024 Australia. University of Wollongong.Paper
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model
Joseph, Lionel P., Deo, Ravinesh C., Casillas-Perez, David, Prasad, Ramendra, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model." IEEE Access. 12, pp. 58750-58777. https://doi.org/10.1109/ACCESS.2024.3392899Article
Improved YOLO v7 for sustainable agriculture significantly improves precision rate for Chinese Cabbage (Brassica pekinensis Rupr.) Seedling Belt (CCSB) detection
Gao, Xiaomei, Wang, Gang, Qi, Jiangtao, Wang, Qingxia (Jenny), Xiang, Meiqi, Song, Kexin and Zhou, Zihao. 2024. "Improved YOLO v7 for sustainable agriculture significantly improves precision rate for Chinese Cabbage (Brassica pekinensis Rupr.) Seedling Belt (CCSB) detection." Sustainability. 16 (11), p. 4759. https://doi.org/10.3390/su16114759Article
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
Electronic sun journal as an evaluation tool for measuring sunflecks while walking through urban forests
Igoe, Damien P., Parisi, Alfio V, Amar, Abdurazaq, Downs, Nathan J. and Butler, Harry. 2024. "Electronic sun journal as an evaluation tool for measuring sunflecks while walking through urban forests." Instrumentation Science and Technology. https://doi.org/10.1080/10739149.2024.2350009Article
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
Innovative Finance for Transforming Sustainable Food Security Systems in the ASEAN Region
Sarker, Tapan, Trivedi, Jatin, Chakraborty, Dipanwita and Bashir, Sana. 2024. "Innovative Finance for Transforming Sustainable Food Security Systems in the ASEAN Region." Sonobe, Tetsushi, Buchoud, Nicolas J. A., Akbar, Riznaldi and Altansukh, Bayarbileg (ed.) Transforming ASEAN: Strategies for Achieving Inclusive and Sustainable Growth. Japan. Asian Development Bank Institute. pp. 120-138Edited book (chapter)
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