Centre for Applied Climate Sciences
Latest research outputs
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MARS model for prediction of short- and long-term global solar radiation
Balalla, Dilki T., Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "MARS model for prediction of short- and long-term global solar radiation." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 391-436Edited book (chapter)
Mathematical modelling of non-local spore dispersion of wind-borne pathogens causing fungal diseases
El Jarroudi, Mustapha, Karjoun, Hasan, Kouadio, Louis and El Jarroudi, Moussa. 2020. "Mathematical modelling of non-local spore dispersion of wind-borne pathogens causing fungal diseases." Applied Mathematics and Computation. 376. https://doi.org/10.1016/j.amc.2020.125107Article
Measured UV Exposures of Ironman, Sprint and Olympic-Distance Triathlon Competitors
Downs, Nathan J., Axelsen, Taryn, Parisi, Alfio V., Schouten, Peter W. and Dexter, Ben R.. 2020. "Measured UV Exposures of Ironman, Sprint and Olympic-Distance Triathlon Competitors." Atmosphere. 11 (5), pp. 1-15. https://doi.org/10.3390/atmos11050440Article
Mechanisms of multiyear variations of Northern Australia wet-season rainfall
Sur, Sharmila and Hendon, Harry H.. 2020. "Mechanisms of multiyear variations of Northern Australia wet-season rainfall." Scientific Reports. 10 (1). https://doi.org/10.1038/s41598-020-61482-5Article
Methodology for producing the Drought Monitor
Pudmenzky, Christa, Guillory, Laura, Cobon, David H. and Nguyen-Huy, Thong. 2020. Methodology for producing the Drought Monitor. Toowoomba, Queensland. University of Southern Queensland.Other
Modeling agricultural non-point source pollution at catchment scale: application, novel calibration and model advancement
Rafiei, Vahid. 2022. Modeling agricultural non-point source pollution at catchment scale: application, novel calibration and model advancement. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/q7v4qPhD by Publication
Modeling the Main Fungal Diseases of Winter Wheat: Constraints and Possible Solutions
El Jarroudi, Moussa, Kouadio, Louis, Tychon, Bernard, El Jarroudi, Mustapha, Junk, Jurgen, Bock, Clive and Delfosse, Philippe. 2018. "Modeling the Main Fungal Diseases of Winter Wheat: Constraints and Possible Solutions." Kimatu, Josphert N. (ed.) Advances in Plant Pathology. London, United Kingdom. IntechOpen. pp. 3-30Edited book (chapter)
Modelling drought impacts on coffee production in Viet Nam: a system dynamics approach
Pham, Y., Reardon-Smith, K. and Mushtaq, S.. 2019. "Modelling drought impacts on coffee production in Viet Nam: a system dynamics approach." Elsawah, S. (ed.) 23rd International Congress on Modelling and Simulation (MODSIM2019). Canberra, Australia 01 - 06 Dec 2019 Canberra, Australia.Other
Modelling hydrological processes and identifying soil erosion sources in a tropical catchment of the Great Barrier Reef using SWAT
Rafiei, Vahid, Ghahramani, Afshin, An-Vo, Duc-Anh and Mushtaq, Shahbaz. 2020. "Modelling hydrological processes and identifying soil erosion sources in a tropical catchment of the Great Barrier Reef using SWAT." Water: an open access journal. 12 (8), pp. 2179-2206. https://doi.org/10.3390/w12082179Article
Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses
Deo, Ravinesh C., Yaseen, Zaher Mundher, Al-Ansari, Nadhir, Nguyen-Huy, Thong, Langlands, Trevor and Galligan, Linda. 2020. "Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses." IEEE Access. 8, pp. 136697-136724. https://doi.org/10.1109/ACCESS.2020.3010938Article
Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data
Phung, Hoang-Phi, Lam-Dao, Nguyen, Nguyen-Huy, Thong, Le-Toan, Thuy and Apan, Armando A.. 2020. "Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data." Journal of Applied Remote Sensing. 14 (1), pp. 014518-1-014518-23. https://doi.org/10.1117/1.JRS.14.014518Article
Monitoring wheat leaf rust and stripe rust in winter wheat using high-resolution UAV-based red-green-blue imagery
Heidarian Dehkordi, Ramin, El Jarroudi, Moussa, Kouadio, Louis, Meersmans, Jeroen and Beyer, Marco. 2020. "Monitoring wheat leaf rust and stripe rust in winter wheat using high-resolution UAV-based red-green-blue imagery." Remote Sensing. 12 (22). https://doi.org/10.3390/rs12223696Article
Multispectral remote sensing as a tool to support organic crop certification: assessment of the discrimination level between organic and conventional maize
Denis, Antoine, Desclee, Baudouin, Migdall, Silke, Hansen, Herbert, Bach, Heike, Ott, Pierre, Kouadio, Amani Louis and Tychon, Bernard. 2020. "Multispectral remote sensing as a tool to support organic crop certification: assessment of the discrimination level between organic and conventional maize." Remote Sensing. 13 (1). https://doi.org/10.3390/rs13010117Article
Multi‑week prediction of livestock chill conditions associated with the northwest Queensland floods of February 2019
Cowan, Tim, Wheeler, Matthew C., de Burgh-Day, Catherine, Nguyen, Hanh and Cobon, David. 2022. "Multi‑week prediction of livestock chill conditions associated with the northwest Queensland floods of February 2019." Scientific Reports. 12 (1), pp. 1-13. https://doi.org/10.1038/s41598-022-09666-zArticle
Native pastures and beef cattle show a spatially variable response to a changing climate in Queensland, Australia
Cobon, David H., Stone, Grant, Carter, John, McKeon, Greg, Zhang, Baisen and Heidemann, Hanna. 2020. "Native pastures and beef cattle show a spatially variable response to a changing climate in Queensland, Australia." European Journal of Agronomy. 114 (126002), pp. 1-11. https://doi.org/10.1016/j.eja.2020.126002Article
Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network
Huynh, Anh Ngoc‐Lan, Deo, Ravinesh C., An-Vo, Duc-Anh, Ali, Mumtaz, Raj, Nawin and Abdulla, Shahab. 2020. "Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network." Energies. 13 (14). https://doi.org/10.3390/en13143517Article
NEXUS project: pathways for greenhouse gas emissions mitigation and climate change adaptation of Australian Livestock Industries
Cullen, Brendan R., Harrison, Matthew T., Mayberry, Dianne, Cobon, David H., An-Vo, Duc-Anh, Christie, Karen M., Bilotto, Franco, Talukder, Saranika, Perry, Lindsey, Eckard, Richard J. and Davison, Thomas M.. 2022. "NEXUS project: pathways for greenhouse gas emissions mitigation and climate change adaptation of Australian Livestock Industries." 8th International Greenhouse Gas and Animal Agriculture Conference (GGAA 2022). Orlando, United States 05 - 09 Jun 2022 Florida, United States.Paper
Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative extension program
Cobon, David, Jarvis, Chelsea, Reardon-Smith, Kate, Guillory, Laura, Pudmenzky, Christa, Nguyen-Huy, Thong, Mushtaq, Shahbaz and Stone, Roger. 2021. "Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative extension program." The Rangeland Journal. 43 (3), pp. 87-100. https://doi.org/10.1071/RJ20074Article
Not so robust: robusta coffee production is highly sensitive to temperature
Kath, Jarrod, Byrareddy, Vivekananda M., Craparo, Alessandro, Nguyen-Huy, Thong, Mushtaq, Shahbaz, Cao, Loc and Bossolasco, Laurent. 2020. "Not so robust: robusta coffee production is highly sensitive to temperature." Global Change Biology. 26 (6), pp. 3677-3688. https://doi.org/10.1111/gcb.15097Article
Nuanced assessment of livelihood resilience through the intersectional lens of gender and ethnicity: evidence from small-scale farming communities in the upland regions of Vietnam
Tran, Van Thanh, An-Vo, Duc-Anh, Mushtaq, Shahbaz and Cockfield, Geoff. 2022. "Nuanced assessment of livelihood resilience through the intersectional lens of gender and ethnicity: evidence from small-scale farming communities in the upland regions of Vietnam." Journal of Rural Studies. 92, pp. 68-78. https://doi.org/10.1016/j.jrurstud.2022.03.011Article
Ocean and land forcing of the record-breaking Dust Bowl heatwaves across central United States
Cowan, Tim, Hegerl, Gabriele C., Schurer, Andrew, Tett, Simon F. B., Vautard, Robert, Yiou, Pascal, Jezequel, Aglae, Otto, Friederike E. L., Harrington, Luke J. and Ng, Benjamin. 2020. "Ocean and land forcing of the record-breaking Dust Bowl heatwaves across central United States." Nature Communications. 11 (1). https://doi.org/10.1038/s41467-020-16676-wArticle
Performance of a process-based model for predicting robusta coffee yield at the regional scale in Vietnam
Kouadio, Louis, Tixier, Philippe, Byrareddy, Vivekananda, Marcussen, Torben, Mushtaq, Shahbaz, Rapidel, Bruno and Stone, Roger. 2021. "Performance of a process-based model for predicting robusta coffee yield at the regional scale in Vietnam." Ecological Modelling. 443, pp. 1-12. https://doi.org/10.1016/j.ecolmodel.2021.109469Article
Present-day greenhouse gases could cause more frequent and longer Dust Bowl heatwaves
Cowan, Tim, Indorf, Sabine, Hegerl, Gabriele C., Harrington, Luke J. and Otto, Friederike E. L.. 2020. "Present-day greenhouse gases could cause more frequent and longer Dust Bowl heatwaves." Nature Climate Change. 10 (6), pp. 505-510. https://doi.org/10.1038/s41558-020-0771-7Article
Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz and Khan, Shahjahan. 2020. "Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 203-227Edited book (chapter)
Probabilistic yield forecasting of robusta coffee at the farm scale using agroclimatic and remote sensing derived indices
Kouadio, Louis, Byrareddy, Vivekananda M., Sawadogo, Alidou and Newlands, Nathaniel K.. 2021. "Probabilistic yield forecasting of robusta coffee at the farm scale using agroclimatic and remote sensing derived indices." Agricultural and Forest Meteorology. 306, pp. 1-12. https://doi.org/10.1016/j.agrformet.2021.108449Article
Queensland Guidelines for the provision of tree shade on suburban nature-strips
Downs, Nathan. 2022. Queensland Guidelines for the provision of tree shade on suburban nature-strips. Toowoomba, Australia. University of Southern Queensland.Project report
Queensland’s multi-year Wet and Dry periods: implications for grazing enterprises and pasture resources
McKeon, G., Stone, R., Ahrens, D., Cobon, D., Irvine, S. and Syktus, J.. 2021. "Queensland’s multi-year Wet and Dry periods: implications for grazing enterprises and pasture resources." The Rangeland Journal. 43 (3), pp. 121-142. https://doi.org/10.1071/RJ20089Article
Real world and tropical cyclone world. Part I: high-resolution climate model verification
Sur, Sharmila, Walsh, K. J. E., Thatcher, M., Wales, S. and Utembe, S.. 2020. "Real world and tropical cyclone world. Part I: high-resolution climate model verification." Journal of Climate. 33 (4), pp. 1455-1472. https://doi.org/10.1175/JCLI-D-19-0078.1Article
Real world and tropical cyclone world. Part II: sensitivity of tropical cyclone formation to uniform and meridionally varying sea surface temperatures under aquaplanet conditions
Walsh, K. J. E., Sur, Sharmila, Thatcher, M., Wales, S., Utembe, S. and Vaughan, A.. 2020. "Real world and tropical cyclone world. Part II: sensitivity of tropical cyclone formation to uniform and meridionally varying sea surface temperatures under aquaplanet conditions." Journal of Climate. 33 (4), pp. 1473-1486. https://doi.org/10.1175/JCLI-D-19-0079.1Article
Realized moments and the cross-sectional stock returns around earnings announcements
Wang, Qingxia, Faff, Robert and Zhu, Min. 2022. "Realized moments and the cross-sectional stock returns around earnings announcements." International Review of Economics and Finance. 79, pp. 408-427. https://doi.org/10.1016/j.iref.2022.02.036Article
Resilience through climate services
Stewart Ibarra, Anna M., Hewitt, Chris, Winarto, Yunita T., Walker, Sue, Keener, Victoria W., Christel, Isadora, Bayala, Jules, Bloomfield, Hannah, Hlsnaes, Kirsten, Haigh, Tonia, Jacob, Daniela, Brasseur, Guy P. and van den Hurk, Bart. 2021. "Resilience through climate services." One Earth. 4, pp. 1050-1054. https://doi.org/10.1016/j.oneear.2021.08.002Letter
Review of tropical cyclones in the Australian region: climatology, variability, predictability, and trends
Chand, Savin S., Dowdy, Andrew J., Ramsay, Hamish A., Walsh, Kevin J. E., Tory, Kevin J., Power, Scott B., Bell, Samuel S., Lavender, Sally L., Ye, Hua and Kuleshov, Yuri. 2019. "Review of tropical cyclones in the Australian region: climatology, variability, predictability, and trends." WIREs Climate Change. 10 (5), pp. 1-17. https://doi.org/10.1002/wcc.602Article
Risk matrix approach useful in adapting agriculture to climate change
Cobon, David H., Williams, Allyson A. J., Power, Brendan, McRae, David and Davis, Peter. 2016. "Risk matrix approach useful in adapting agriculture to climate change." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 138 (1-2), pp. 173-189. https://doi.org/10.1007/s10584-016-1732-zArticle
Satellite monitoring of environmental solar ultraviolet A (UVA) exposure and irradiance: a review of OMI and GOME-2
Parisi, Alfio V., Igoe, Damien, Downs, Nathan J., Turner, Joanna, Amar, Abdurazaq and A Jebar, Mustapha A.. 2021. "Satellite monitoring of environmental solar ultraviolet A (UVA) exposure and irradiance: a review of OMI and GOME-2." Remote Sensing. 13 (4), pp. 1-19. https://doi.org/10.3390/rs13040752Article
Solar ultraviolet radiation, shade profile and heat index survey report: New South Wales playgrounds (2020 - 2021)
Downs, Nathan J.. 2021. Solar ultraviolet radiation, shade profile and heat index survey report: New South Wales playgrounds (2020 - 2021). Unpublished.Technical report
Spatial variability in regional scale drought index insurance viability across Australia’s wheat growing regions
Kath, Jarrod, Mushtaq, Shahbaz, Henry, Ross, Adeyinka, Adewuyi Ayodele, Stone, Roger, Marcussen, Torben and Kouadio, Louis. 2019. "Spatial variability in regional scale drought index insurance viability across Australia’s wheat growing regions." Climate Risk Management. 24, pp. 13-29. https://doi.org/10.1016/j.crm.2019.04.002Article
Spatiotemporal assessment of irrigation performance of the Kou Valley irrigation scheme in Burkina Faso using satellite remote sensing-derived indicators
Sawadogo, Alidou, Kouadio, Louis, Traore, Farid, Zwart, Sander J., Hessels, Tim and Gundogdu, Kemal S.. 2020. "Spatiotemporal assessment of irrigation performance of the Kou Valley irrigation scheme in Burkina Faso using satellite remote sensing-derived indicators." ISPRS International Journal of Geo-Information. 9 (8), pp. 1-23. https://doi.org/10.3390/ijgi9080484Article
Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine
Pham, Thy T. M., Nguyen, The-Duoc, Tham, Han T. N., Truong, Thi Nhat Kieu, Lam-Dao, Nguyen and Nguyen-Huy, Thong. 2021. "Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine." Journal of Applied Remote Sensing. 15 (2), pp. 1-21. https://doi.org/10.1117/1.JRS.15.024503Article
Statistical comparison of additive regression tree methods on ecological grassland data
Plant, Emily, King, Rachel and Kath, Jarrod. 2021. "Statistical comparison of additive regression tree methods on ecological grassland data." Ecological Informatics. 61, pp. 1-23. https://doi.org/10.1016/j.ecoinf.2020.101198Article
Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models
Nguyen-Huy, Thong, Deo, Ravinesh C., Khan, Shahjahan, Devi, Aruna, Adeyinka, Adewuyi Ayodele, Apan, Armando A. and Yaseen, Zaher Mundher. 2022. "Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models." IEEE Access. 10, pp. 45112 -45136. https://doi.org/10.1109/ACCESS.2022.3168322Article
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