Dr Kavina Dayal
Dr Kavina Dayal
Postdoctoral Research Fellow, CSIRO
Verified email at csiro.au
TitleCited byYear
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
112015
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
102019
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
92017
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
82015
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
72017
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
52018
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
52016
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
32015
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
12020
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
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 (1-2), 1201-1215, 2019
2019
Predicting summer rainfall in coastal NE Australia for improved farming practices in sugar cane
K Dayal, J Brown, P Thorburn
2019
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Articles 1–12