3702. Climate change science
| Title | 3702. Climate change science |
|---|---|
| Parent | 37. Earth Sciences |
Latest research outputs
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Connecting the dots - climate information has no value unless it changes a management decision: Some illustrative cases
Stone, Roger C.. 2009. "Connecting the dots - climate information has no value unless it changes a management decision: Some illustrative cases." Wesley, Michael, Xinsheng, Wang and McMillen, Don (ed.) Non-traditional security in PRC - Australia relations: GLOBAL issues of common concern (2009). Guangzhou, China 02 - 04 Jul 2009 Brisbane, Australia.Paper
Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq
Yaseen, Zaher Mundher, Jaafar, Othman, Deo, Ravinesh C., Kisi, Ozgur, Adamowski, Jan, Quilty, John and El-Shafie, Ahmed. 2016. "Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq." Journal of Hydrology. 542, pp. 603-614. https://doi.org/10.1016/j.jhydrol.2016.09.035Article
Quantitative definition and spatiotemporal distribution of little water season (LIWAS) in Korea
Kim, Su-Jeong, Byun, Hi-Ryong and Deo, Ravinesh C.. 2016. "Quantitative definition and spatiotemporal distribution of little water season (LIWAS) in Korea." Asia-Pacific Journal of Atmospheric Sciences. 52 (4), pp. 379-393. https://doi.org/10.1007/s13143-016-0012-1Article
The early 20th century warming: Anomalies, causes, and consequences
Hegerl, Gabriele C., Bronnimann, Stefan, Schurer, Andrew and Cowan, Tim. 2018. "The early 20th century warming: Anomalies, causes, and consequences." WIREs Climate Change. 9 (4). https://doi.org/10.1002/wcc.522Article
Economic and policy implications of relocation of agriculturalproduction systems under changing climate: example of Australian rice industry
Mushtaq, Shahbaz. 2016. "Economic and policy implications of relocation of agriculturalproduction systems under changing climate: example of Australian rice industry." Land Use Policy: the international journal covering all aspects of land use. 52, pp. 277-286. https://doi.org/10.1016/j.landusepol.2015.12.029Article
An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland
Deo, Ravinesh C. and Sahin, Mehmet. 2016. "An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland." Environmental Monitoring and Assessment. 188 (90). https://doi.org/10.1007/s10661-016-5094-9Article
Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model
Deo, Ravinesh C., Tiwari, Mukesh K., Adamowski, Jan F. and Quilty, John M.. 2017. "Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model." Stochastic Environmental Research and Risk Assessment. 31 (5), pp. 1211-1240. https://doi.org/10.1007/s00477-016-1265-zArticle
Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model
Deo, Ravinesh C., Kisi, Ogzur and Singh, Vijay P.. 2017. "Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model." Atmospheric Research. 184, pp. 149-175. https://doi.org/10.1016/j.atmosres.2016.10.004Article
Managing climate risks through transformational adaptation: economic and policy implications for key production regions in Australia
Mushtaq, Shahbaz. 2018. "Managing climate risks through transformational adaptation: economic and policy implications for key production regions in Australia." Climate Risk Management. 19, pp. 48-60. https://doi.org/10.1016/j.crm.2017.12.001Article
Perceptions of climate change by highland communities in the Nepal Himalaya
Uprety, Yadav, Shrestha, Uttam Babu, Rokaya, Maan Bahadur, Shrestha, Sujata, Chaudhary, Ram Prasad, Thakali, Ajaya, Cockfield, Geoff and Asselin, Hugo. 2017. "Perceptions of climate change by highland communities in the Nepal Himalaya." Climate and Development. 9 (7), pp. 649-661. https://doi.org/10.1080/17565529.2017.1304886Article
Carbon offsetting and mitigation by Queensland tourism enterprises
Zeppel, Heather and Beaumont, Narelle. 2012. Carbon offsetting and mitigation by Queensland tourism enterprises. Toowoomba, Australia. University of Southern Queensland.Project report
Using process analysis techniques to understand students' learning strategies with computer models
Markauskaite, Lina, Jacobson, Michael J., Southavilay, Vilaythong and Kelly, Nick. 2012. "Using process analysis techniques to understand students' learning strategies with computer models." Tyson, Cynthia A. (ed.) 2012 American Educational Research Association Annual Meeting (AERA 2012). Vancouver, Canada 13 - 17 Apr 2012 Washington, DC. United States.Paper
Future strategies for climate services in agriculture: GFCS and collaborative implementation Australia / Western Pacific - national / regional implementation strategies
Stone, Roger. 2012. "Future strategies for climate services in agriculture: GFCS and collaborative implementation Australia / Western Pacific - national / regional implementation strategies." Joint International Symposium: ISAM 2012 and WMO-CAgM Climate Services for Agriculture: Best Practices and Future Strategies. Osaka, Japan 13 - 17 Mar 2012Paper
Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh
Alam, G. M. Monirul, Alam, Khorshed and Mushtaq, Shahbaz. 2017. "Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh." Climate Risk Management. 17, pp. 52-63. https://doi.org/10.1016/j.crm.2017.06.006Article
Plant pathogens as indicators of climate change
Garrett, K. A., Nita, M., De Wolf, E. D., Esker, P. D., Gomez-Montano, L. and Sparks, A. H.. 2016. "Plant pathogens as indicators of climate change." Letcher, Trevor M. (ed.) Climate change: observed impacts on planet Earth. Netherlands. Elsevier. pp. 325-338Edited book (chapter)
Climate, vegetation cover and dust storm events in arid and semi-arid regions of Australia - relationships, models and predictions
Pudmenzky, Christa. 2016. Climate, vegetation cover and dust storm events in arid and semi-arid regions of Australia - relationships, models and predictions. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5bf5fa61ed34ePhD Thesis
Summer North Atlantic Oscillation (SNAO) variability on decadal to palaeoclimate time scales
Linderholm, Hans W. and Folland, Chris K.. 2017. "Summer North Atlantic Oscillation (SNAO) variability on decadal to palaeoclimate time scales." Past Global Changes Magazine. 25 (1), pp. 57-60. https://doi.org/10.22498/pages.25.1.57Article
Current climate data rescue activities in Australia
Ashcroft, Linden, Allan, Rob, Bridgman, Howard, Gergis, Joelle, Pudmenzky, Christa and Thornton, Ken. 2016. "Current climate data rescue activities in Australia." Advances in Atmospheric Sciences. 33 (12), pp. 1323-1324. https://doi.org/10.1007/s00376-016-6189-5Notes or commentaries
Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2016. "Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index." 2016 IEEE Region 10 International Conference: Technologies for Smart Nation (TENCON 2016). Singapore 22 - 25 Nov 2016 Singapore. https://doi.org/10.1109/TENCON.2016.7848588Paper
Time of Observation Error (TOBs) in temperature maxima can be reliably measured from real data (rather than estimated from models)
House, Ron. 2016. Time of Observation Error (TOBs) in temperature maxima can be reliably measured from real data (rather than estimated from models). Toowoomba, Australia. Unpublished.Working paper
Applying an Empirical Evaluation to the Governance Legitimacy of Carbon Offset Mechanisms on the Basis of Stakeholder Perceptions
Cadman, Tim. 2013. "Applying an Empirical Evaluation to the Governance Legitimacy of Carbon Offset Mechanisms on the Basis of Stakeholder Perceptions ." Cadman, Tim (ed.) Climate Change and Global Policy Regimes:Towards Institutional Legitimacy. United Kingdom. Palgrave Macmillan. pp. 79-95Edited book (chapter)
Plant responses to increased carbon dioxide
Seneweera, S. and Norton, R. M.. 2011. "Plant responses to increased carbon dioxide." Yadav, Shyam S., Redden, Robert J., Hatfield, Jerry L., Lotze-Campen, Hermann and Hall, Anthony E. (ed.) Crop adaptation to climate change . Chichester, West Sussex. United Kingdom. John Wiley & Sons. pp. 198-217Edited book (chapter)
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
Food shortages are associated with droughts, floods, frosts and ENSO in Papua New Guinea
Cobon, David H., Ewai, Maureen, Inape, Kasis and Bourke, R. Michael. 2016. "Food shortages are associated with droughts, floods, frosts and ENSO in Papua New Guinea." Agricultural Systems. 145, pp. 150-164. https://doi.org/10.1016/j.agsy.2016.02.012Article
Effects of regional climate change on brown rust disease in winter wheat
Junk, J., Kouadio, L., Delfosse, P. and El Jarroudi, M.. 2016. "Effects of regional climate change on brown rust disease in winter wheat." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 135 (3-4), pp. 439-451. https://doi.org/10.1007/s10584-015-1587-8Article
The Influence of Non-State Actors on Corporate Climate Change Disclosure
Cotter, Julie. 2013. "The Influence of Non-State Actors on Corporate Climate Change Disclosure ." Cadman, Timothy (ed.) Climate Change and Global Policy Regimes:Towards Institutional Legitimacy. United Kingdom. Palgrave Macmillan. pp. 232-247Edited book (chapter)
Model-based learning about climate change with productive failure: preliminary findings
Jacobson, Michael J., Markauskaite, Lina, Kelly, Nick and Stokes, Paul G.. 2012. "Model-based learning about climate change with productive failure: preliminary findings." Tyson, Cynthia A. (ed.) 2012 American Educational Research Association Annual Meeting (AERA 2012). Vancouver, Canada 13 - 17 Apr 2012 Washington, DC. United States.Paper
Projected impact of climate change on hydrological regimes in the Philippines
Tolentino, Pamela Louise M., Poortinga, Ate, Kanamaru, Hideki, Keesstra, Saskia, Maroulis, Jerry, David, Carlos Primo C. and Ritsema, Coen J.. 2016. "Projected impact of climate change on hydrological regimes in the Philippines." PLoS One. 11 (10), pp. 1-14. https://doi.org/10.1371/journal.pone.0163941Article
Weather Detective: An Australian citizen science project
Pudmenzky, Christa. 2017. "Weather Detective: An Australian citizen science project." AMOS/MSNZ Conference and ANZ Climate Forum 2017. Canberra, Australia 07 - 10 Feb 2017Presentation
Factors contributing to record-breaking heat waves over the great plains during the 1930s Dust Bowl
Cowan, Tim, Hegerl, Gabriele C., Colfescu, Ioana, Bollasina, Massimo, Purich, Ariaan and Boschat, Ghyslaine. 2017. "Factors contributing to record-breaking heat waves over the great plains during the 1930s Dust Bowl." Journal of Climate. 30 (7), pp. 2437-2461. https://doi.org/10.1175/JCLI-D-16-0436.1Article
getCRUCLdata: use and explore CRU CL v. 2.0 climatology elements in R
Sparks, Adam H.. 2017. getCRUCLdata: use and explore CRU CL v. 2.0 climatology elements in R. https://cran.r-project.org/package=getCRUCLdata. Comprehensive R Archive Network. https://doi.org/10.21105/joss.00230Software
The effectiveness and need for flash flood warning systems in a regional inland city in Australia
Nieland, Carlette and Mushtaq, Shahbaz. 2016. "The effectiveness and need for flash flood warning systems in a regional inland city in Australia." Natural Hazards. 80 (1), pp. 153-171. https://doi.org/10.1007/s11069-015-1962-9Article
Prediction of SPEI using MLR and ANN: a case study for Wilsons Promontory Station in Victoria
Mouatadid, Soukayna, Deo, Ravinesh C. and Adamowski, Jan F.. 2015. "Prediction of SPEI using MLR and ANN: a case study for Wilsons Promontory Station in Victoria." Guerrero, Juan E. (ed.) 2015 IEEE 14th International Conference on Machine Learning and Applications. Miami, United States of America 09 - 11 Dec 2015 United States. https://doi.org/10.1109/ICMLA.2015.87Paper
Statistical downscaling of climate change scenarios of rainfall and temperature over Indira Sagar Canal Command area in Madhya Pradesh, India
Shukla, Rituraj, Deo, Ravinesh and Khare, Deepak. 2015. "Statistical downscaling of climate change scenarios of rainfall and temperature over Indira Sagar Canal Command area in Madhya Pradesh, India." Guerrero, Juan E. (ed.) 2015 IEEE 14th International Conference on Machine Learning and Applications. Miami, United States of America 09 - 11 Dec 2015 USA. https://doi.org/10.1109/ICMLA.2015.75Paper
Robusta coffee model: an integrated model for coffee production at a regional scale
Kouadio, Louis, Stone, Roger, Tixier, Philippe, Mushtaq, Shahbaz and Marcussen, Torben. 2015. "Robusta coffee model: an integrated model for coffee production at a regional scale." Tropical Agriculture Conference 2015: Meeting the Productivity Challenge in the Tropics (TropAg2015). Brisbane, Australia 16 - 18 Nov 2015Poster
Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms
Salcedo-sanz, S., Deo, R. C., Carro-Calvo, L. and Saavedra-Moreno, B.. 2016. "Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms." Theoretical and Applied Climatology. 125 (1-2), pp. 13-25. https://doi.org/10.1007/s00704-015-1480-4Article
Projection of heat wave mortality related to climate change in Korea
Kim, Do-Woo, Deo, Ravinesh C., Chung, Jea-Hak and Lee, Jong-Seol. 2016. "Projection of heat wave mortality related to climate change in Korea." Natural Hazards. 80 (1), pp. 623-637. https://doi.org/10.1007/s11069-015-1987-0Article
Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models
Deo, Ravinesh C., Samui, Pijush and Kim, Dookie. 2016. "Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models." Stochastic Environmental Research and Risk Assessment. 30 (6), pp. 1769-1784. https://doi.org/10.1007/s00477-015-1153-yArticle
A palaeoclimatic rainfall history from Lake Broadwater, southeast Queensland, Australia
Cottrill, D. A., Ribbe, J., Maron, M. and Jacobsen, G.. 2014. "A palaeoclimatic rainfall history from Lake Broadwater, southeast Queensland, Australia." Proceedings of the Royal Society of Queensland. 119, pp. 35-43.Article
Broad scale mapping of vegetation cover across Australia from rainfall and temperature data
Pudmenzky, Christa, King, Rachel and Butler, Harry. 2015. "Broad scale mapping of vegetation cover across Australia from rainfall and temperature data." Journal of Arid Environments. 120, pp. 55-62. https://doi.org/10.1016/j.jaridenv.2015.04.010Article