Centre for Applied Climate Sciences


Latest research outputs

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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. 120-138

Edited 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.2024.104409

Article

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/atmos15020203

Article

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.2024.110459

Article

Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model
Deo, Ravinesh C., Joseph, Lionel P., 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.2024.122624

Article

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/s00382-023-07035-8

Article

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.2023.103838

Article

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), p. 2018. https://doi.org/10.3390/su16052018

Article

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.2023.104185

Article

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.2024.102461

Article

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.2023.122059

Article

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.4585

Article

Modelling future spatial distribution of peanut crops in Australia under climate change scenarios
Haerani, Haerani, Apan, Armando, Nguyen-Huy, Thong and Basnet, Badri. 2023. "Modelling future spatial distribution of peanut crops in Australia under climate change scenarios." Geo-spatial Information Science. https://doi.org/10.1080/10095020.2022.2155255

Article

Variability and long-term change in Australian monsoon rainfall: A review
Heidemann, Hanna, Cowan, Tim, Henley, Benjamin J., Ribbe, Joachim, Freund, Mandy and Power, Scott. 2023. "Variability and long-term change in Australian monsoon rainfall: A review ." Wiley Interdisciplinary Reviews: WIREs Climate Change. 14 (3). https://doi.org/10.1002/wcc.823

Article

Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions
Tao, Hai, Abba, Sani I., Al-Areeq, Ahmed M., Tangang, Fredolin, Samantaray, Sandeep, Sahoo, Abinash, Siqueira, Hugo Valadares, Maroufpoor, Saman, Demir, Vahdettin, Bokde, Neeraj Dhanraj, Goliatt, Leonardo, Jamei, Mehdi, Ahmadianfar, Iman, Bhagat, Suraj Kumar, Halder, Bijay, Guo, Tianli, Helman, Daniel S., Ali, Mumtaz, Sattar, Sabaa, ..., Yaseen, Zaher Mundher. 2023. "Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions ." Engineering Applications of Artificial Intelligence. 129. https://doi.org/10.1016/j.engappai.2023.107559

Article

Adaptive Regularization and Resilient Estimation in Federated Learning
Uddin, Md Palash, Xiang, Yong, Zhao, Yao, Ali, Mumtaz, Zhang, Yushu and Gao, Longxiang. 2023. "Adaptive Regularization and Resilient Estimation in Federated Learning." IEEE Transactions on Services Computing. https://doi.org/10.1109/TSC.2023.3332703

Article

Climate change and human health in Vietnam: a systematic review and additional analyses on current impacts, future risk, and adaptation
Tran, Nu Quy Linh, Le, Huynh Thi Cam Hong, Pham, Cong Tuan, Nguyen, Xuan Huong, Tran, Ngoc Dang, Tran, Tuyet-Hanh Thi, Nghiem, Son, Luong, Thi Mai Ly, Bui, Vinh, Nguyen-Huy, Thong, Doan, Van Quang, Dang, Kim Anh, Do, Thi Hoai Thuong, Ngo, Hieu Kim Thi, Nguyen, Truong Vien, Nguyen, Ngoc Huy, Do, Manh Cuong, Ton, Tuan Nghia, Dang, Thi Anh Thu, ..., Phung, Dung. 2023. "Climate change and human health in Vietnam: a systematic review and additional analyses on current impacts, future risk, and adaptation." The Lancet Regional Health - Western Pacific. 40. https://doi.org/10.1016/j.lanwpc.2023.100943

Article

An Introduction to Programming Physics-Informed Neural Network-Based Computational Solid Mechanics
Bai, Jinshuai, Jeong, Hyogu, Batuwatta-Gamage, C. P., Xiao, Shusheng, Wang, Qingxia, Rathnayaka, C.M., Alzubaidi, Laith, Liu, Gui-Rong and Gu, Yuantong. 2023. "An Introduction to Programming Physics-Informed Neural Network-Based Computational Solid Mechanics." International Journal of Computational Methods. 20 (10). https://doi.org/10.1142/S0219876223500135

Article

Australian Drought Monitoring Experiences
Pudmenzky, Christa. 2023. "Australian Drought Monitoring Experiences." SC-AGR ET-Drought Workshop on Global Drought Classification System (GDCS). Ljubljana, Slovenia 13 - 15 Jun 2023 Slovenia .

Presentation

Enhancing climate resilience by combining practice and insurance strategies: A case study for cotton crop
Nguyen-Huy, Thong and Battersby, Kerry. 2023. "Enhancing climate resilience by combining practice and insurance strategies: A case study for cotton crop." Queensland Disaster Management Research Forum 2023. Brisbane, Australia 07 - 07 Nov 2023

Presentation

Using ARDC Nectar VMs, Jupyter Hub and GitHub to Deploy Agricultural Modelling Applications on the AgReFed Platform
Gacenga, Francis and An-Vo, Duc-Anh. 2023. "Using ARDC Nectar VMs, Jupyter Hub and GitHub to Deploy Agricultural Modelling Applications on the AgReFed Platform." eResearch Australasia 2023 Conference. Brisbane, Australia 16 - 20 Oct 2023 Australia.

Presentation

Making an Agricultural Research Dataset FAIR: A case study of the Australian Drought Monitor Dataset
Gacenga, Francis, An-Vo, Duc-Anh, Cobon, David, Young, Richard and McCulloch, Jillian. 2023. "Making an Agricultural Research Dataset FAIR: A case study of the Australian Drought Monitor Dataset." eResearch Australasia 2023 Conference. Brisbane, Australia 16 - 20 Oct 2023 Australia.

Presentation

Do Farmers Demand Innovative Financial Products? A Case Study in Cambodia
Wang, Qingxia, Soksophors, Yim, Phanna, Khieng, Barlis, Angelica, Mushtaq, Shahbaz, Rodulfo, Danny and Swaans, Kees. 2023. "Do Farmers Demand Innovative Financial Products? A Case Study in Cambodia." Journal of Risk and Financial Management. 16 (8). https://doi.org/10.3390/jrfm16080353

Article

Contrasting El Niño–La Niña Predictability and Prediction Skill in 2-Year Reforecasts of the Twentieth Century
Sharmila, S., Hendon, H., Alves, O., Weisheimer, A. and Balmaseda, M.. 2023. "Contrasting El Niño–La Niña Predictability and Prediction Skill in 2-Year Reforecasts of the Twentieth Century." Journal of Climate. 36 (5), pp. 1269-1285. https://doi.org/10.1175/JCLI-D-22-0028.1

Article

Past and future rainfall change in sub-regions of Victoria, Australia
Rauniyar, Surendra P. and Power, Scott B.. 2023. "Past and future rainfall change in sub-regions of Victoria, Australia." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 176 (7). https://doi.org/10.1007/s10584-023-03562-9

Article

Ampelomyces mycoparasites of powdery mildews–a review
Prahl, Rosa E., Khan, Shahjahan and Deo, Ravinesh C.. 2023. "Ampelomyces mycoparasites of powdery mildews–a review." Canadian Journal of Plant Pathology. 45 (4), pp. 391-404. https://doi.org/10.1080/07060661.2023.2206378

Article

Five-year Comorbidity Outcomes in Laparoscopic Vertical Sleeve Gastrectomy (LVSG) and Laparoscopic Roux-en-Y Gastric Bypass (LRYGB): A Systematic Review and Meta-analysis of Randomized Controlled Trials
Osland, Emma J., Yunus, Rossita M., Khan, Shahjahan and Memon, Muhammed Ashraf. 2023. "Five-year Comorbidity Outcomes in Laparoscopic Vertical Sleeve Gastrectomy (LVSG) and Laparoscopic Roux-en-Y Gastric Bypass (LRYGB): A Systematic Review and Meta-analysis of Randomized Controlled Trials." Surgical Laparoscopy, Endoscopy and Percutaneous Techniques. 33 (3), pp. 241-248. https://doi.org/10.1097/SLE.0000000000001156

Article

Explainable AI approach with original vegetation data classifies spatio-temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef
O’Sullivan, Cherie M., Deo, Ravinesh C. and Ghahramani, Afshin. 2023. "Explainable AI approach with original vegetation data classifies spatio-temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef." Scientific Reports. 13 (1). https://doi.org/10.1038/s41598-023-45259-0

Article

Recent applications and potential of near-term (interannual to decadal) climate predictions
O'Kane, Terence J., Scaife, Adam A., Kushnir, Yochanan, Brookshaw, Anca, Buontempo, Carlo, Carlin, David, Connell, Richenda K., Doblas-Reyes, Francisco, Dunstone, Nick, Forster, Kristian, Graca, Antonio, Hobday, Alistair J., Kitsios, Vassili and Power, Scott. 2023. "Recent applications and potential of near-term (interannual to decadal) climate predictions." Frontiers in Climate. 5. https://doi.org/10.3389/fclim.2023.1121626

Article

Holistic climate change adaptation for World Heritage
Lin, Brenda B., Melbourne-Thomas, Jess, Hopkins, Mandy, Dunlop, Michael, Macgregor, Nicholas A., Merson, Samuel D., Vertigan, Caitlin and Hill, Rosemary. 2023. "Holistic climate change adaptation for World Heritage." Nature Sustainability. 6 (10), pp. 1157-1165. https://doi.org/10.1038/s41893-023-01153-1

Article

Prospects for Enhancing Climate Services in Agriculture
Kim, Kwang-Hyung, Hewitt, Chris D., Kanamaru, Hideki, Alvar-Beltran, Jorge, Heureux, Ana, Park, Sook-Young, Jung, Min-Hye and Stefanski, Robert. 2023. "Prospects for Enhancing Climate Services in Agriculture." Bulletin of the American Meteorological Society. 104 (2), pp. E352-E358. https://doi.org/10.1175/BAMS-D-22-0123.1

Article

Risks and adaptation dynamics in shrimp and prawn-based farming systems in southwest coastal Bangladesh
Jamal, Md. Roushon, Kristiansen, Paul, Kabir, Md. Jahangir and de Bruyn, Lisa Lobry. 2023. "Risks and adaptation dynamics in shrimp and prawn-based farming systems in southwest coastal Bangladesh." Aquaculture. 562. https://doi.org/10.1016/j.aquaculture.2022.738819

Article

Synthesis on the effectiveness of soil translocation for plant community restoration
Gerrits, Gijs M., Waenink, Rik, Aradottir, Asa L., Buisson, Elise, Dutoit, Thierry, Ferreira, Maxmiller C., Fontaine, Joseph B., Jaunatre, Renaud, Kardol, Paul, Loeb, Roos, Ruiz, Sandra Magro, Maltz, Mia, Pärtel, Meelis, Peco, Begona, Piqueray, Julien, Pilon, Natashi A. L., Santa-Regina, Ignacio, Schmidt, Katharina T., Sengl, Philip, ..., Wubs, E. R. Jasper. 2023. "Synthesis on the effectiveness of soil translocation for plant community restoration." Journal of Applied Ecology. 60 (4), pp. 714-724. https://doi.org/10.1111/1365-2664.14364

Article

Large blockholders and stock price crash risk: An international study
Eugster, Nicolas and Wang, Qingxia (Jenny). 2023. "Large blockholders and stock price crash risk: An international study." Global Finance Journal. 55. https://doi.org/10.1016/j.gfj.2022.100799

Article

Arctic Amplification in the Community Earth System Models (CESM1 and CESM2)
Chylek, Petr, Folland, Chris, Klett, James D., Lesins, Glen and Dubey, Manvendra K.. 2023. "Arctic Amplification in the Community Earth System Models (CESM1 and CESM2)." Atmosphere. 14 (5). https://doi.org/10.3390/atmos14050820

Article

Climate processes and drivers in the Pacific and global warming: a review for informing Pacific planning agencies
Chand, Savin, Power, Scott, Walsh, Kevin, Holbrook, Neil, McInnes, Kathleen, Tory, Kevin and Ramsay, Hamish. 2023. "Climate processes and drivers in the Pacific and global warming: a review for informing Pacific planning agencies." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 176 (2). https://doi.org/10.1007/s10584-022-03467-z

Article

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.. 2023. "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/s11075-023-01563-4

Article

Spatial modelling of agro-ecologically significant grassland species using the INLA-SPDE approach
Fichera, Andrew, King, Rachel, Kath, Jarrod, Cobon, David and Reardon-Smith, Kathryn. 2023. "Spatial modelling of agro-ecologically significant grassland species using the INLA-SPDE approach." Scientific Reports. 13. https://doi.org/10.1038/s41598-023-32077-7

Article

A drought monitor for Australia
Guillory, Laura, Pudmenzky, Christa, Nguyen-Huy, Thong, Cobon, David and Stone, Roger. 2023. "A drought monitor for Australia." Environmental Modelling and Software. 170. https://doi.org/10.1016/j.envsoft.2023.105852

Article