3701. Atmospheric sciences
| Title | 3701. Atmospheric sciences |
|---|---|
| Parent | 37. Earth Sciences |
Latest research outputs
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An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables
Ahmed, Abul Abrar Masrur, Jui, S. Janifer Jabin, Sharma, Ekta, Ahmed, Mohammad Hafez, Raj, Nawin and Bose, Aditi. 2024. "An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables." Science of the Total Environment. 906. https://doi.org/10.1016/j.scitotenv.2023.167234Article
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
BoM in the Bush – Linking Climate Science and Decision Making
Marshall, A., Jarvis, C., Cowan, T., Wheeler, M., Hendon, H., Yeo, C. and Cobon, D.. 2023. "BoM in the Bush – Linking Climate Science and Decision Making." 22nd Biennial Australian Rangeland Society Conference. Broome, Australia 18 - 22 Sep 2023Keynote
Madden-Julian Oscillation teleconnections to Australian springtime temperature extremes and their prediction in ACCESS-S1
Marshall, A., Wang, G., Hendon, H. and Lin, H.. 2023. "Madden-Julian Oscillation teleconnections to Australian springtime temperature extremes and their prediction in ACCESS-S1." Climate Dynamics. 61, pp. 431-447. https://doi.org/10.1007/s00382-022-06586-6Article
Atmospheric Drivers of Tasman Sea Marine Heatwaves
Gregory, C.H., Holbrook, N., Marshall, A. and Spillman, C.M.. 2023. "Atmospheric Drivers of Tasman Sea Marine Heatwaves." Journal of Climate. 36, pp. 5197-5214. https://doi.org/10.1175/JCLI-D-22-0538.1Article
Multi‐week tropical cyclone prediction for the Southern Hemisphere in ACCESS‐S2: maintaining operational skill and continuity of service
Camp, J., Paul, G., Marshall, A., Greenslade, J. and Wheeler, M.. 2023. "Multi‐week tropical cyclone prediction for the Southern Hemisphere in ACCESS‐S2: maintaining operational skill and continuity of service." Quarterly Journal of the Royal Meteorological Society. 149, pp. 3401-3422. https://doi.org/10.1002/qj.4563Article
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
El Niño, the Madden Julian Oscillation and their influence on southern QLD climate
Cowan, Tim. 2023. "El Niño, the Madden Julian Oscillation and their influence on southern QLD climate." Forecasting for Decision Making Webinar with NACP and SQ Landscapes. 17 - 17 Feb 2023Presentation
Empowering beef producers to manage climate risk through an innovative approach to research and end user collaboration
Cowan, Tim, Foreman, S. and Jarvis, C.. 2023. "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
Hot And Cold Cattle: Developing Cattle-Specific Thermal Stress Forecast Products
Cowan, T., Wheeler, M., Cobon, D. and Gaughan, J.. 2023. "Hot And Cold Cattle: Developing Cattle-Specific Thermal Stress Forecast Products." 22nd Biennial Australian Rangeland Society Conference. Broome, Australia 18 - 22 Sep 2023 Australia.Presentation
The Bureau of Meteorology's Newest Multi-Week To Seasonal Forecast Products Targeted To Agriculture
Cowan, T., Hudson, D., Wheeler, M.C. and Cobon, D.. 2023. "The Bureau of Meteorology's Newest Multi-Week To Seasonal Forecast Products Targeted To Agriculture." 22nd Biennial Australian Rangeland Society Conference. Broome, Australia 18 - 22 Sep 2023 Australia.Presentation
The impacts of El Niño on temperatures in the Mackay region (and across QLD)
Cowan, T. and Heidemann, H.. 2023. "The impacts of El Niño on temperatures in the Mackay region (and across QLD)." Reef Catchment Authority webinar. online 16 - 16 Nov 2023Presentation
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
Integrating terrestrial and aquatic ecosystems to constrain estimates of land-atmosphere carbon exchange
Casas-Ruiz, Joan P., Bodmer, Pascal, Bona, Kelly Ann, Butman, David, Couturier, Mathilde, Emilson, Erik J. S., Finlay, Kerri, Genet, Hélène, Hayes, Daniel, Karlsson, Jan, Paré, David, Peng, Changhui, Striegl, Rob, Webb, Jackie, Wei, Xinyuan, Ziegler, Susan E. and del Giorgio, Paul A.. 2023. "Integrating terrestrial and aquatic ecosystems to constrain estimates of land-atmosphere carbon exchange." Nature Communications. 14 (1). https://doi.org/10.1038/s41467-023-37232-2Article
Estimation of erythemal radiation reflectance based on photopic weighted reflected irradiance
Turner, Joanna, Parisi, Alfio V. and Amar, Abdurazaq. 2023. "Estimation of erythemal radiation reflectance based on photopic weighted reflected irradiance." 20th Congress for European Society for Photobiology . Lyon, France 27 - 31 Aug 2023 France.Presentation
Optimizing the Seasonal Shade and Ultraviolet Protection of a Suburban Playground by Utilization of the Playground Shade Index
Downs, Nathan, Butler, Harry, Parisi, Alfio, Beckman-Downs, Melanie and Igoe, Damien. 2023. "Optimizing the Seasonal Shade and Ultraviolet Protection of a Suburban Playground by Utilization of the Playground Shade Index." Photochemistry and Photobiology. 99 (6), pp. 1483-1492. https://doi.org/10.1111/php.13792Article
Solar ultraviolet radiation predictions under cloud cover effects with artificial intelligence approaches
Prasad, Salvin Sanjesh. 2023. Solar ultraviolet radiation predictions under cloud cover effects with artificial intelligence approaches. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z3qq0PhD by Publication
A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction
Pelaez-Rodriguez, C., Perez-Aracil, J., Prieto-Godino, L., Ghimire, S., Deo, R. and Salcedo-sanz, S.. 2023. "A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction." Journal of Wind Engineering and Industrial Aerodynamics. 240. https://doi.org/10.1016/j.jweia.2023.105507Article
Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm
Marcelino, C.G., Leite, G.M.C., Wanner, E.F., Jiménez-Fernández, S. and Salcedo-sanz, S.. 2023. "Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm." Energy. 266. https://doi.org/10.1016/j.energy.2022.126317Article
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.2023.105852Article
Mapping the effects of ozone pollution and mixing on floral odour plumes and their impact on plant-pollinator interactions
Langford, Ben, Ryalls, James M.W., Mullinger, Neil J., Hayden, Paul, Nemitz, Eiko, Pfrang, Christian, Robins, Alan, Touhami, Dalila, Bromfield, Lisa M. and Girling, Robbie D.. 2023. "Mapping the effects of ozone pollution and mixing on floral odour plumes and their impact on plant-pollinator interactions." Environmental Pollution. 336. https://doi.org/10.1016/j.envpol.2023.122336Article
Madden-Julian Oscillation Impacts on Australian Temperatures and Extremes
Marshall, Andrew G., Wheeler, Mathew C. and Cowan, Tim. 2023. "Madden-Julian Oscillation Impacts on Australian Temperatures and Extremes." Journal of Climate. 36 (2), pp. 335-357. https://doi.org/10.1175/JCLI-D-22-0413.1Article
The Combined Influence of the Madden-Julian Oscillation and El Niño-Southern Oscillation on Australian Rainfall
Cowan, Tim, Wheeler, Mathew C. and Marshall, Andrew G.. 2023. "The Combined Influence of the Madden-Julian Oscillation and El Niño-Southern Oscillation on Australian Rainfall." Journal of Climate. 36 (2), pp. 313-334. https://doi.org/10.1175/JCLI-D-22-0357.1Article
Flash flood-risk areas zoning using integration of decision-making trial and evaluation laboratory, GIS-based analytic network process and satellite-derived information
Taherizadeh, Mehrnoosh, Niknam, Arman, Nguyen-Huy, Thong, Mezősi, Gábor and Sarli, Reza. 2023. "Flash flood-risk areas zoning using integration of decision-making trial and evaluation laboratory, GIS-based analytic network process and satellite-derived information." Natural Hazards. 118 (3), p. 2309–2335. https://doi.org/10.1007/s11069-023-06089-5Article
Revealing the effect of an industrial flash flood on vegetation area: a case study of Khusheh Mehr in Maragheh-Bonab Plain, Iran
Taherizadeh, Mehrnoosh, Khushemehr, Javid Hojabri, Niknam, Arman, Nguyen-Huy, Thong and Mezősi, Gábor. 2023. "Revealing the effect of an industrial flash flood on vegetation area: a case study of Khusheh Mehr in Maragheh-Bonab Plain, Iran." Remote Sensing Applications: Society and Environment. 32. https://doi.org/10.1016/j.rsase.2023.101016Article
Investigating the effects of diesel exhaust and flower color on flower visitation by free-flying honey bees
Lusebrink, I., Girling, R. D., Dobrindt, L., Jackson, C. W., Newman, T. A. and Poppy, G. M.. 2023. "Investigating the effects of diesel exhaust and flower color on flower visitation by free-flying honey bees." Arthropod-Plant Interactions. 17 (1), pp. 11-17. https://doi.org/10.1007/s11829-022-09941-wArticle
An Evaluation of the Performance of the Twentieth Century Reanalysis Version 3
Slivinski, L. C., Compo, G. P., Sardeshmukh, P. D., Whitaker, J. S., McColl, C., Allan, R., Brohan, P., Yin, X., Smith, C. A., Spencer, L. J., Vose, R. S., Rohrer, M., Conroy, R. P., Schuster, D. C., Kennedy, J. J., Ashcroft, L., Bronnimann, S., Brunet, M., Camuffo, D., ..., Wyszynski, P.. 2021. "An Evaluation of the Performance of the Twentieth Century Reanalysis Version 3." Journal of Climate. 34 (4), pp. 1417-1438. https://doi.org/10.1175/JCLI-D-20-0505.1Article
Modelling and Real-time Optimisation of Air Quality Predictions for Australia through Artificial Intelligence Algorithm
Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra and Parisi, Alfio V.. 2019. "Modelling and Real-time Optimisation of Air Quality Predictions for Australia through Artificial Intelligence Algorithm." AMSI Optimise 2019. Perth, Australia 17 - 21 Jun 2019 Perth, Australia.Poster
Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network
Deo, Ravinesh C., Grant, Richard H., Webb, Ann, Ghimire, Sujan, Igoe, Damien P., Downs, Nathan J., Al-Musaylh, Mohanad S., Parisi, Alfio V. and Soar, Jeffrey. 2022. "Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network." Stochastic Environmental Research and Risk Assessment. 36, p. 3183–3220. https://doi.org/10.1007/s00477-022-02188-0Article
Machine learning regression and classification methods for fog events prediction
Castillo-Boton, C., Casillas-Perez, D., Casanova-Mateo, C., Ghimire, S., Cerro-Prada, E., Gutierrez, P. A., Deo, R. C. and Salcedo-sanz, S.. 2022. "Machine learning regression and classification methods for fog events prediction." Atmospheric Research. 272, pp. 1-23. https://doi.org/10.1016/j.atmosres.2022.106157Article
Advances in the Subseasonal Prediction of Extreme Events: Relevant Case Studies across the Globe
Domeisen, Daniela I. V., White, Christopher J., Afargan-Gerstman, Hilla, Munoz, Angel G., Janiga, Matthew A., Vitart, Frederic, Wulff, C. Ole, Antoine, Salome, Ardilouze, Constantin, Batte, Lauriane, Bloomfield, Hannah C., Brayshaw, David J., Camargo, Suzana J., Charlton-Perez, Andrew, Collins, Dan, Cowan, Tim, del Mar Chaves, Maria, Ferranti, Laura, Gomez, Rosario, ..., Tian, Di. 2022. "Advances in the Subseasonal Prediction of Extreme Events: Relevant Case Studies across the Globe." Bulletin of the American Meteorological Society. 103 (6), pp. E1473-E1501. https://doi.org/10.1175/BAMS-D-20-0221.1Article
Formalizing Trust in Historical Weather Data
Sieber, Renee, Slonosky, Victoria, Ashcroft, Linden and Pudmenzky, Christa. 2022. "Formalizing Trust in Historical Weather Data." Weather, Climate and Society. 14 (3), pp. 993-1007. https://doi.org/10.1175/WCAS-D-21-0077.1Article
Wet season rainfall onset and flash drought: The case of the northern Australian wet season
Lisonbee, Joel, Ribbe, Joachim, Otkin, Jason A. and Pudmenzky, Christa. 2022. "Wet season rainfall onset and flash drought: The case of the northern Australian wet season." International Journal of Climatology. 42 (12), pp. 6499-6514. https://doi.org/10.1002/joc.7609Article
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
A satellite-based Standardized Antecedent Precipitation Index (SAPI) for mapping extreme rainfall risk in Myanmar
Nguyen-Huy, Thong, Kath, Jarrod, Nagler, Thomas, Khaung, Ye, Aung, Thee Su Su, Mushtaq, Shahbaz, Marcussen, Torben and Stone, Roger. 2022. "A satellite-based Standardized Antecedent Precipitation Index (SAPI) for mapping extreme rainfall risk in Myanmar." Remote Sensing Applications: Society and Environment. 26, pp. 1-19. https://doi.org/10.1016/j.rsase.2022.100733Article
Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David, Salcedo-sanz, Sancho, Sharma, Ekta and Ali, Mumtaz. 2022. "Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction." Measurement. 202, pp. 1-22. https://doi.org/10.1016/j.measurement.2022.111759Article
Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System
Prasad, Salvin S., Deo, Ravinesh C., Downs, Nathan, Igoe, Damien, Parisi, Alfio V. and Soar, Jeffrey. 2022. "Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System." IEEE Access. 10, pp. 24704-24720. https://doi.org/10.1109/ACCESS.2022.3153475Article
Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model
Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Karbasi, Masoud, Sharma, Ekta and Yaseen, Zaher Mundher. 2022. "Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model." Journal of Cleaner Production. 374, pp. 1-17. https://doi.org/10.1016/j.jclepro.2022.134011Article
Copula-based statistical modelling of synoptic-scale climate indices for quantifying and managing agricultural risks in Australia
Nguyen-Huy, Thong. 2020. "Copula-based statistical modelling of synoptic-scale climate indices for quantifying and managing agricultural risks in Australia." Bulletin of the Australian Mathematical Society. 101 (1), pp. 166-169. https://doi.org/10.1017/S0004972719001217Article
Drought Outlook Products Review
Cobon, David, Nguyen-Huy, Thong and Reardon-Smith, Kate. 2019. Drought Outlook Products Review. Toowoomba, Australia. University of Southern Queensland.Project report