Multi-time-scale analysis of hydrological drought forecasting using support vector regression (SVR) and artificial neural networks (ANN)

Predicting return periods of hydrological droughts using the Pearson 3 distribution: a case from rivers in the Canadian prairies

(2015) T.C. Sharma et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Modeling water quality in an urban river using hydrological factors – Data driven approaches

(2015) Fi-John Chang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Modeling of daily pan evaporation in sub tropical climates using ANN, LS-SVR, Fuzzy Logic, and ANFIS

(2014) Manish Kumar Goyal et al.   EXPERT SYSTEMS WITH APPLICATIONS

A gene–wavelet model for long lead time drought forecasting

(2014) Ali Danandeh Mehr et al.   JOURNAL OF HYDROLOGY

Sensitivity of Surface Runoff to Drought and Climate Change: Application for Shared River Basins

(2014) Furat Al-Faraj et al.   Water

Ensemble prediction of regional droughts using climate inputs and the SVM-copula approach

(2013) Poulomi Ganguli et al.   HYDROLOGICAL PROCESSES

Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte-Carlo simulation

(2013) Majid Dehghani et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Long-term SPI drought forecasting in the Awash River Basin in Ethiopia using wavelet neural network and wavelet support vector regression models

(2013) A. Belayneh et al.   JOURNAL OF HYDROLOGY

Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform

(2012) Aman Mohammad Kalteh   COMPUTERS & GEOSCIENCES

Improving the forecasts of extreme streamflow by support vector regression with the data extracted by self-organizing map

(2012) Ming-Chang Wu et al.   HYDROLOGICAL PROCESSES

Daily suspended sediment load prediction using artificial neural networks and support vector machines

(2012) E. Kakaei Lafdani et al.   JOURNAL OF HYDROLOGY

MLP-based drought forecasting in different climatic regions

(2012) Mehdi Rezaeian-Zadeh et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Accurate Computation of a Streamflow Drought Index

(2011) Sergio M. Vicente-Serrano et al.   JOURNAL OF HYDROLOGIC ENGINEERING

A wavelet-support vector machine conjunction model for monthly streamflow forecasting

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction

(2011) R. Noori et al.   JOURNAL OF HYDROLOGY

Long Lead Time Drought Forecasting Using a Wavelet and Fuzzy Logic Combination Model: A Case Study in Texas

(2011) Mehmet Özger et al.   JOURNAL OF HYDROMETEOROLOGY

A review of drought concepts

(2010) Ashok K. Mishra et al.   JOURNAL OF HYDROLOGY

Input data selection for solar radiation estimation

(2009) Azadeh Ahmadi et al.   HYDROLOGICAL PROCESSES

Evaporation estimation using artificial neural networks and adaptive neuro-fuzzy inference system techniques

(2008) A. Moghaddamnia et al.   ADVANCES IN WATER RESOURCES

Estimation of daily suspended sediments using support vector machines

(2008) MESUT ÇIMEN   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Development of a short-term river flood forecasting method for snowmelt driven floods based on wavelet and cross-wavelet analysis

(2008) Jan F. Adamowski   JOURNAL OF HYDROLOGY

Assessment of Hydrological Drought Revisited

(2008) I. Nalbantis et al.   WATER RESOURCES MANAGEMENT