References | Technique | Year | Geographical data used | Temperature | Humidity | Rainfall | Mean | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Min | Avg | Max | Relative (mean) | Cumulative rainfall | Total rainfall | Max 24-h rainfall | Max 1-H rainfall | Bi-weekly | |||||
[32] | Wavelet coherence analysis/quasi-Poisson regression combined with distributed lag nonlinear model (DLNM) | 2018 | Philippines | Â | * | Â | Â | * | Â | Â | Â | Â | Â |
[33] | Generalized linear model | 2018 | Bangladesh | Â | * | Â | * | Â | * | Â | Â | Â | Â |
[34] | Negative binomial regression (NBR)/generalized estimating equation (GEE) | 2017 | Vietnam | Â | * | Â | Â | Â | * | Â | Â | Â | Â |
[35] | Artificial neural network (ANN) | 2016 | Philippine | Â | * | Â | * | Â | * | Â | Â | Â | Â |
[36] | Distributed lag non-linear models (DLNM)/generalised estimating equation models (GEE) | 2016 | China | * | Â | * | * | Â | Â | Â | Â | Â | * |
[37] | Spearman rank correlation/distributed lag non-linear model (DLNM) | 2014 | Singapore | * | * | * | * | Â | * | Â | Â | Â | * |
[38] | Distributed lag nonlinear model (DLNM) and Markov random fields | 2014 | Taiwan | * | * | * | Â | Â | * | * | * | * | Â |
[39] | Generalized additive model (GAM) | 2014 | Europe | * | Â | * | * | Â | * | Â | Â | Â | Â |
[40] | Generalized additive model (GAM) | 2013 | Mexico | * | Â | * | Â | Â | * | Â | Â | Â | Â |
[41] | Poisson generalized additive model/distributed non-linear lag model (DLMN) | 2013 | Malaysia, | * | * | * | * | Â | Â | Â | Â | * | * |
[22] | Poisson multivariate regression models | 2013 | Singapore | Â | * | Â | Â | * | Â | Â | Â | Â | Â |
[42] | Autoregressive integrated moving average (ARIMA) | 2013 | Malaysia | Â | * | Â | * | Â | * | Â | Â | Â | Â |
[43] | Poisson multivariate regression | 2012 | Singapore | Â | * | Â | Â | * | Â | Â | Â | Â | Â |
[44] | Spearman's rank correlation coefficient (SRCC) | 2012 | Singapore | * | Â | Â | * | Â | * | Â | Â | Â | Â |
[3] | Vector–host transmission model | 2012 | Taiwan | * |  | * | * |  | * |  |  |  |  |
[14] | Neural network and genetic algorithm | 2012 | Malaysia | Â | Â | Â | Â | Â | * | Â | Â | Â | Â |
[45] | Generalised linear model (GLM)/Bayesian framework using Markov chain Monte Carlo (MCMC) | 2011 | Brazil | Â | * | Â | * | Â | * | Â | Â | Â | Â |
[16] | Artificial neural networks (ANN) | 2010 | Singapore | Â | * | Â | * | Â | * | Â | Â | Â | Â |
[46] | Multiple regression and discriminant analysis techniques/Peirce skill score | 2010 | Indonesia | * | * | * | * | Â | * | Â | Â | Â | Â |
[47] | Artificial neural networks (ANN) | 2009 | Turkey | Â | * | Â | * | Â | * | Â | Â | Â | Â |
[48] | Entropy and artificial neural network | 2008 | Thailand | * | * | * | * | Â | * | Â | Â | Â | Â |
[49] | Kolmogorov-Sminov test/Pearson’s correlation coefficient/stepwise regression techniques | 2005 | Thailand | * | * | * | * |  | * |  |  |  |  |
 | Total | 11 | 16 | 10 | 15 | 3 | 17 | 1 | 1 | 2 | 3 |  |  |