| PMT: New analytical framework for automated evaluation of geo-environmental modelling approaches O Rahmati, A Kornejady, M Samadi, RC Deo, C Conoscenti, L Lombardo, ... Science of the total environment 664, 296-311, 2019 | 41 | 2019 |
| Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia O Rahmati, F Falah, KS Dayal, RC Deo, F Mohammadi, T Biggs, ... Science of The Total Environment 699, 134230, 2020 | 20 | 2020 |
| Investigating Drought Duration-Severity-Intensity Characteristics Using the Standardized Precipitation-Evapotranspiration Index: Case Studies in Drought-Prone Southeast Queensland KS Dayal, RC Deo, A Armando. A Journal of Hydrologic Engineering 23 (1), 1-16, 2017 | 18 | 2017 |
| Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia K Dayal, R Deo, AA Apan Climate Change Adaptation in Pacific Countries, 177-198, 2017 | 15 | 2017 |
| Cooperative neuro-evolution of elman recurrent networks for tropical cyclone wind-intensity prediction in the south pacific region R Chandra, K Dayal 2015 IEEE Congress on Evolutionary Computation (CEC), 1784-1791, 2015 | 11 | 2015 |
| Spatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia KS Dayal, RC Deo, AA Apan Natural Hazards 93 (2), 823-847, 2018 | 10 | 2018 |
| Application of cooperative neuro-evolution of Elman recurrent networks for a two-dimensional cyclone track prediction for the South Pacific region R Chandra, K Dayal, N Rollings 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 8 | 2015 |
| Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index K Dayal, R Deo, A Apan IEEE Region 10 International Conference: Technologies for Smart Nation, 2962 …, 2016 | 6 | 2016 |
| Nationwide crop yield estimation based on photosynthesis and meteorological stress indices Y Chen, RJ Donohue, TR McVicar, F Waldner, G Mata, N Ota, ... Agricultural and Forest Meteorology 284, 107872, 2020 | 4 | 2020 |
| Coevolutionary recurrent neural networks for prediction of rapid intensification in wind intensity of tropical cyclones in the south pacific region R Chandra, KS Dayal International Conference on Neural Information Processing, 43-52, 2015 | 4 | 2015 |
| Capability and robustness of novel hybridized models used for drought hazard modeling in southeast Queensland, Australia O Rahmati, M Panahi, Z Kalantari, E Soltani, F Falah, KS Dayal, ... Science of the Total Environment 718, 134656, 2020 | 3 | 2020 |
| Quantifying flood events in Bangladesh with a daily-step flood monitoring index based on the concept of daily effective precipitation RC Deo, JF Adamowski, K Begum, S Salcedo-Sanz, DW Kim, KS Dayal, ... Theoretical and Applied Climatology 137 (1), 1201-1215, 2019 | 1 | 2019 |
| Use of seasonal forecasts for guiding early season decisions in Australian cotton systems C Nunn, JC Brown, PC McIntosh, K Dayal, MP Bange Proceedings of 19th Australian Agronomy Conference, 2019 | 1 | 2019 |
| Development of statistical and geospatial-based framework for drought-risk assessment KS Dayal University of Southern Queensland, 2018 | 1 | 2018 |
| Climate drivers provide valuable insights into late season prediction of Australian wheat yield K Dayal, JN Brown, F Waldner, R Lawes, Z Hochman, R Donohue, ... Agricultural and Forest Meteorology 295, 108202, 2020 | | 2020 |
| Intelligent data analytics for time series, trend analysis and drought indices comparison KS Dayal, RC Deo, AA Apan Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation …, 2020 | | 2020 |
| Modulation of tropical cyclone genesis by Madden–Julian Oscillation in the Southern Hemisphere KS Dayal, B Wang, RC Deo Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation …, 2020 | | 2020 |
| Development of copula-statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index KS Dayal, RC Deo, AA Apan Handbook of Probabilistic Models, 141-178, 2020 | | 2020 |
| National-scale crop yield estimation based on biomass and climate-driven stress indices. Y Chen, R Donohue, T McVicar, F Waldner, G Mata, N Ota, ... Geophysical Research Abstracts 21, 2019 | | 2019 |
| Predicting summer rainfall in coastal northeast Australia for improved farming practices. K Dayal, J Brown, T Beischer, P Gregory, P Thorburn Geophysical Research Abstracts 21, 2019 | | 2019 |
Professor Ravinesh DeoProfessor at University of Southern QueenslandVerified email at usq.edu.au
