Coupling fuzzy–SVR and boosting–SVR models with wavelet decomposition for meteorological drought prediction

Analysis of long term drought severity characteristics and trends across semiarid Botswana using two drought indices

(2018) Jimmy Byakatonda et al.   ATMOSPHERIC RESEARCH

Application of artificial intelligence models for the prediction of standardized precipitation evapotranspiration index (SPEI) at Langat River Basin, Malaysia

(2018) Y.W. Soh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of drought using SPEI drought class transitions and log-linear models for different agro-ecological regions of India

(2017) N.M. Alam et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Forecasting Drought Using Multilayer Perceptron Artificial Neural Network Model

(2017) Zulifqar Ali et al.   Advances in Meteorology

Evolutionary fuzzy SVR modeling of weld residual stress

(2016) J. Edwin Raja Dhas et al.   APPLIED SOFT COMPUTING

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

(2016) Moslem Borji et al.   Arabian Journal of Geosciences

Coupling machine learning methods with wavelet transforms and the bootstrap and boosting ensemble approaches for drought prediction

(2016) A. Belayneh et al.   ATMOSPHERIC RESEARCH

Comparison of Discrete and Continuous Wavelet–Multilayer Perceptron Methods for Daily Precipitation Prediction

(2016) Abdusselam Altunkaynak et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Transitional properties of droughts and related impacts of climate indices in the Pearl River basin, China

(2016) Mingzhong Xiao et al.   JOURNAL OF HYDROLOGY

21st century drought outlook for major climate divisions of Texas based on CMIP5 multimodel ensemble: Implications for water resource management

(2016) Kartik Venkataraman et al.   JOURNAL OF HYDROLOGY

Spatiotemporal analysis of multiscalar drought characteristics across the Loess Plateau of China

(2016) Zhipeng Liu et al.   JOURNAL OF HYDROLOGY

Fuzzy support vector regression model for forecasting stock market volatility

(2016) Jui-Chung Hung   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Transitional variations and risk of hydro-meteorological droughts in the Tarim River basin, China

(2016) Peng Sun et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Drought Forecasting using Markov Chain Model and Artificial Neural Networks

(2016) Mehdi Rezaeianzadeh et al.   WATER RESOURCES MANAGEMENT

Drought Forecasting Using Neural Networks, Wavelet Neural Networks, and Stochastic Models: Case of the Algerois Basin in North Algeria

(2016) Salim Djerbouai et al.   WATER RESOURCES MANAGEMENT

Drought Forecasting with Vegetation Temperature Condition Index Using ARIMA Models in the Guanzhong Plain

(2016) Miao Tian et al.   Remote Sensing

Forecasting SPEI and SPI Drought Indices Using the Integrated Artificial Neural Networks

(2016) Petr Maca et al.   Computational Intelligence and Neuroscience

Drought class transition analysis through different models: a case study in North China

(2016) Ting Zhang et al.   Water Science and Technology-Water Supply

Drought indicators revisited: the need for a wider consideration of environment and society

(2016) Sophie Bachmair et al.   Wiley Interdisciplinary Reviews-Water

Monthly rainfall forecast of Bangladesh using autoregressive integrated moving average method

(2016) Ishtiak Mahmud et al.   Environmental Engineering Research

Modeling drought impact occurrence based on meteorological drought indices in Europe

(2015) James H. Stagge et al.   JOURNAL OF HYDROLOGY

Drought prediction using co-active neuro-fuzzy inference system, validation, and uncertainty analysis (case study: Birjand, Iran)

(2015) Hadi Memarian et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Introducing an operational method to forecast long-term regional drought based on the application of artificial intelligence capabilities

(2015) Mohammad Reza Kousari et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Use of the Standardized Precipitation Evapotranspiration Index (SPEI) to Characterize the Drying Trend in Southwest China from 1982–2012

(2015) Xing Li et al.   Remote Sensing

Drought Forecasting Using Stochastic Models in a Hyper-Arid Climate

(2015) Amr Mossad et al.   Atmosphere

Application of several artificial intelligence models and ARIMAX model for forecasting drought using the Standardized Precipitation Index

(2014) A. Jalalkamali et al.   International Journal of Environmental Science and Technology

A gene–wavelet model for long lead time drought forecasting

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

Standardized precipitation evaporation index (SPEI)-based drought assessment in semi-arid south Texas

(2013) E. Annette Hernandez et al.   Environmental Earth Sciences

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

(2013) Poulomi Ganguli et al.   HYDROLOGICAL PROCESSES

Nationwide Prediction of Drought Conditions in Iran Based on Remote Sensing Data

(2013) Mahdi Jalili et al.   IEEE TRANSACTIONS ON COMPUTERS

Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring

(2013) Santiago Beguería 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

Forecasting of meteorological drought using Wavelet-ANFIS hybrid model for different time steps (case study: southeastern part of east Azerbaijan province, Iran)

(2013) Bagher Shirmohammadi et al.   NATURAL HAZARDS

Artificial neural networks models for predicting effective drought index: Factoring effects of rainfall variability

(2013) Muthoni Masinde   Mitigation and Adaptation Strategies for Global Change

Comparative study of different wavelets for hydrologic forecasting

(2012) R. Maheswaran et al.   COMPUTERS & GEOSCIENCES

Advancing monthly streamflow prediction accuracy of CART models using ensemble learning paradigms

(2012) Halil Ibrahim Erdal et al.   JOURNAL OF HYDROLOGY

Forecasting Drought Using the Agricultural Reference Index for Drought (ARID): A Case Study

(2012) Prem Woli et al.   WEATHER AND FORECASTING

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

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Dynamic-Model-Based Seasonal Prediction of Meteorological Drought over the Contiguous United States

(2011) Jin-Ho Yoon et al.   JOURNAL OF HYDROMETEOROLOGY

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

Fuzzy Support Vector Machine for bankruptcy prediction

(2010) Arindam Chaudhuri et al.   APPLIED SOFT COMPUTING

Estimating Palmer Drought Severity Index using a wavelet fuzzy logic model based on meteorological variables

(2010) Mehmet Ozger et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds

(2010) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

An extreme value analysis of UK drought and projections of change in the future

(2010) Eleanor J. Burke et al.   JOURNAL OF HYDROLOGY

A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index

(2009) Sergio M. Vicente-Serrano et al.   JOURNAL OF CLIMATE

Estimation of daily suspended sediments using support vector machines

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

Assessment of Hydrological Drought Revisited

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

Stochastic simulation of the severity of hydrological drought

(2007) Adane Abebe et al.   WATER AND ENVIRONMENT JOURNAL