Centre for Applied Climate Sciences
| Type | School/Centre |
|---|---|
| Director of Research | Prof Shahbaz Mushtaq |
| Parent | Institute for Life Sciences and the Environment |
| Head | Prof Shahbaz Mushtaq |
| Prof Robbie Girling |
Latest research outputs
799 results found
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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
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)
Extreme weather dominates farm management effects on long-term trends in soil carbon
Kabir, Md. Jahangir, Alam, Khorshed, Mushtaq, Shahbaz, Bilotto, Franco, Christie-Whitehead, Karen Michelle and Harrison, Matthew Tom. 2024. "Extreme weather dominates farm management effects on long-term trends in soil carbon." Trends in Food Science and Technology. 146. https://doi.org/10.1016/j.tifs.2024.104409Article
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
Building capacity for climate adaptation planning in protected area management: Options and challenges for World Heritage
Melbourne-Thomas, Jess, Lin, Brenda B., Hopkins, Mandy, Hill, Rosemary, Dunlop, Michael, Macgregor, Nicholas, Merson, Samuel D., Vertigan, Caitlin, Donegan, Luke, Sheppard, Marian, Meyers, Jacqui, Thomas, Linda, Visschers, Lola, McNeair, Bianca, Syme, Lance, Grant, Chrissy, Pedrocchi, Nicholas, Oakley, Patricia, Stevens, Amy, ..., Ireland, Tracy. 2024. "Building capacity for climate adaptation planning in protected area management: Options and challenges for World Heritage." Biological Conservation. 290. https://doi.org/10.1016/j.biocon.2024.110459Article
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
Effects of planting basins and farmyard manure addition on soil carbon and nitrogen pools under on-farm conditions in Makueni county of Kenya
Kichamu-Wachira, Edith, Xu, Zhihong, Reardon-Smith, Kathryn, Winowiecki, Leigh Ann, Ayele, Gebiaw, Biggs, Duan, Magaju, Christine, Taresh, Sabah, Hosseini-Bai, Shahla and Omidvar, Negar. 2024. "Effects of planting basins and farmyard manure addition on soil carbon and nitrogen pools under on-farm conditions in Makueni county of Kenya." Soil Use and Management. 40 (1). https://doi.org/10.1111/sum.13008Article
Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model
Joseph, Lionel P., Deo, Ravinesh C., Casillas-Perez, David, Prasad, Ramendra, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model." Applied Energy. 359. https://doi.org/10.1016/j.apenergy.2024.122624Article
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
Australia's Tinderbox Drought: An extreme natural event likely worsened by human-caused climate change
Devkota, Anjana, Falster, Georgina M., Gillett, Zoe E., Hobeichi, Sanaa, Holgate, Chiara M., Jin, Chenhui, Mu, Mengyuan, Parker, Tess, Rifai, Sami W., Rome, Kathleen S., Stojanovic, Milica, Vogel, Elisabeth, Abram, Nerilie J., Abramowitz, Gab, Coats, Sloan, Evans, Jason P., Gallant, Ailie J. E., Pitman, Andy J., Power, Scott B., ..., Ukkola, Anna M.. 2024. "Australia's Tinderbox Drought: An extreme natural event likely worsened by human-caused climate change." Science Advances. 10 (10). https://doi.org/10.1126/sciadv.adj3460Article
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
Are Vietnamese coffee farmers willing to pay for weather index insurance?
Lan, Le, Mushtaq, Shahbaz, Wang, Qingxia (Jenny), Barlis, Angelica, Deniau, Aline, Mittahalli Byrareddy, Vivekananda, Anh, Huynh Tan and Swaans, Kees. 2024. "Are Vietnamese coffee farmers willing to pay for weather index insurance?" International Journal of Disaster Risk Reduction. 100. https://doi.org/10.1016/j.ijdrr.2023.104185Article
Determination of deep bed drying rates for abattoir paunch waste using revised co-efficients for the Hukill equation
Spence, Jenny, Buttsworth, David, Carter, Brad and Amar, Abdurazaq. 2024. "Determination of deep bed drying rates for abattoir paunch waste using revised co-efficients for the Hukill equation." Thermal Science and Engineering Progress. 49, p. 102461. https://doi.org/10.1016/j.tsep.2024.102461Article
Applying the FAIR principles to the Drought Monitor to improve accessibility of data
Gacenga, Francis, An-Vo, Duc-Anh, McCulloch, Jillian and Cobon, David. 2024. "Applying the FAIR principles to the Drought Monitor to improve accessibility of data." 30th Conference of the Australian Meteorological and Oceanographic Society. Canberra, Australia 05 - 09 Feb 2024 Australia.Poster
Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2024. "Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting." Applied Energy. 353 (Part A). https://doi.org/10.1016/j.apenergy.2023.122059Article
Adaptive Regularization and Resilient Estimation in Federated Learning
Uddin, Md Palash, Xiang, Yong, Zhao, Yao, Ali, Mumtaz, Zhang, Yushu and Gao, Longxiang. 2024. "Adaptive Regularization and Resilient Estimation in Federated Learning." IEEE Transactions on Services Computing. 17 (4), pp. 1369-1381. https://doi.org/10.1109/TSC.2023.3332703Article
Beyond conventional farming: exploring the benefits of planting basins with manure on soil quality as reflected in labile organic carbon and nitrogen indicators in Kenya
Kichamu-Wachira, Edith, Bai, Yifan, Xu, Zhihong, Reardon-Smith, Kathryn, Biggs, Duan and Liu, Hongdou. 2024. "Beyond conventional farming: exploring the benefits of planting basins with manure on soil quality as reflected in labile organic carbon and nitrogen indicators in Kenya." Journal of Soils and Sediments: protection, risk assessment and remediation. 24 (1), pp. 402-413. https://doi.org/10.1007/s11368-023-03651-3Article
Atmospheric water vapour transport in ACCESS-S2 and the potential for enhancing skill of subseasonal forecasts of precipitation
Reid, Kimberley J., Hudson, Debra, King, Andrew D., Lane, Todd P. and Marshall, Andrew G.. 2024. "Atmospheric water vapour transport in ACCESS-S2 and the potential for enhancing skill of subseasonal forecasts of precipitation." Quarterly Journal of the Royal Meteorological Society. 150 (758), pp. 68-80. https://doi.org/10.1002/qj.4585Article
Parameter estimation for time-fractional Black-Scholes equation with S &P 500 index option
An, Xingyu, Wang, Qingxia (Jenny), Liu, Fawang, Anh, Vo V. and Turner, Ian W.. 2024. "Parameter estimation for time-fractional Black-Scholes equation with S &P 500 index option." Numerical Algorithms. 95, pp. 1-30. https://doi.org/10.1007/s11075-023-01563-4Article
Gully erosion mapping susceptibility in a Mediterranean environment: A hybrid decision-making model
Hitouri, Sliman, Meriame, Mohajane, Ajim, Ali Sk, Pacheco, Quevedo Renata, Nguyen-Huy, Thong, Pham, Quoc Bao, ElKhrachy, Ismail and Varasano, Antonietta. 2024. "Gully erosion mapping susceptibility in a Mediterranean environment: A hybrid decision-making model." International Soil and Water Conservation Research. 12 (2), pp. 279-297. https://doi.org/10.1016/j.iswcr.2023.09.008Article
Potential for greenhouse gas (GHG) emissions savings from replacing short motorcycle trips with active travel modes in Vietnam
Tong, Yen Dan, Maraseni, Tek, Nguyen, Phuong-Duy, An-Vo, Duc-Anh, Mancuso Tradenta, Julio and Tran, Thuy Ai Dong. 2024. "Potential for greenhouse gas (GHG) emissions savings from replacing short motorcycle trips with active travel modes in Vietnam." Transportation. 51 (5), pp. 1999-2018. https://doi.org/10.1007/s11116-023-10394-0Article
Modelling future spatial distribution of peanut crops in Australia under climate change scenarios
Haerani, Haerani, Apan, Armando, Nguyen-Huy, Thong and Basnet, Badri. 2024. "Modelling future spatial distribution of peanut crops in Australia under climate change scenarios." Geo-spatial Information Science. 27 (5), pp. 1585-1604. https://doi.org/10.1080/10095020.2022.2155255Article
Australian Monsoon: Development and Implementation of Operational Services
Cowan, T.. "Australian Monsoon: Development and Implementation of Operational Services." WCRP/WWRP Webinar Series on Global Monsoons. online 30 - 30 Nov 2023Presentation
The impacts of El Niño on temperatures in the Mackay region (and across QLD)
Cowan, T. and Heidemann, H.. "The impacts of El Niño on temperatures in the Mackay region (and across QLD)." Reef Catchment Authority webinar. online 16 - 16 Nov 2023Presentation
Historical and future climate change in southern Australia
Cowan, T.. "Historical and future climate change in southern Australia." Offshore Wind Renewable Energy (Climate Change) Symposium. Hamilton, Victoria 17 - 18 Aug 2023Presentation
Empowering beef producers to manage climate risk through an innovative approach to research and end user collaboration
Cowan, T., Foreman, S. and Jarvis, C.. "Empowering beef producers to manage climate risk through an innovative approach to research and end user collaboration." Climate Adaptation 2023. Adelaide, Australia 25 - 27 Jul 2023Presentation
El Niño and its influence on the climate of southern QLD and northern NSW
Cowan, T.. "El Niño and its influence on the climate of southern QLD and northern NSW." Forecasting for Decision Making Webinar with NACP and SQNNSW Innovation Hub. online webinar 21 - 21 Mar 2023Presentation
El Niño, the Madden Julian Oscillation and their influence on southern QLD climate
Cowan, T.. "El Niño, the Madden Julian Oscillation and their influence on southern QLD climate." Forecasting for Decision Making Webinar with NACP and SQ Landscapes. online 17 - 17 Feb 2023Presentation
Extreme rainfall in northern Australia: the 2019 Queensland floods and the MJO
Cowan, Tim. 2023. "Extreme rainfall in northern Australia: the 2019 Queensland floods and the MJO." QUAD Space Working Group Technical Workshop on Extreme Precipitation Events. 06 - 10 Feb 2023Presentation
Synchronous climate hazards pose an increasing challenge to global coffee production
Mittahalli Byrareddy, V. and Kath, J.. 2023. "Synchronous climate hazards pose an increasing challenge to global coffee production." PLOS CLIMATE. https://doi.org/https://doi.org/10.1371/journal.pclm.0000134Article
The role of internal variability and external forcing on southwestern Australian rainfall: prospects for very wet or dry years
Rauniyar, Surendra P., Hope, Pandora, Power, Scott B., Grose, Michael and Jones, David. 2023. "The role of internal variability and external forcing on southwestern Australian rainfall: prospects for very wet or dry years." Scientific Reports. 13 (1). https://doi.org/10.1038/s41598-023-48877-wArticle
High Values of the Arctic Amplification in the Early Decades of the 21st Century: Causes of Discrepancy by CMIP6 Models Between Observation and Simulation
Chylek, Petr, Folland, Chris K., Klett, James D., Wang, Muyin, Lesins, Glen and Dubey, Manvendra K.. 2023. "High Values of the Arctic Amplification in the Early Decades of the 21st Century: Causes of Discrepancy by CMIP6 Models Between Observation and Simulation." Journal of Geophysical Research: Atmospheres. 128 (23). https://doi.org/10.1029/2023JD039269Article
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