Drought forecasting: A review of modelling approaches 2007–2017

Coupling a firefly algorithm with support vector regression to predict evaporation in northern Iran

(2018) Roozbeh Moazenzadeh et al.   Engineering Applications of Computational Fluid Mechanics

Forecasting pan evaporation with an integrated artificial neural network quantum-behaved particle swarm optimization model: a case study in Talesh, Northern Iran

(2018) Mohammad Ali Ghorbani et al.   Engineering Applications of Computational Fluid Mechanics

Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions

(2016) Seonyoung Park et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland

(2016) Ravinesh C Deo et al.   ENVIRONMENTAL MONITORING AND 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

Probabilistic Forecasting of Drought Events Using Markov Chain- and Bayesian Network-Based Models: A Case Study of an Andean Regulated River Basin

(2016) Alex Avilés et al.   Water

Monthly rainfall forecast of Bangladesh using autoregressive integrated moving average method

(2016) Ishtiak Mahmud et al.   Environmental Engineering Research

Downscaling standardized precipitation index via model output statistics

(2015) Hasan Tatli et al.   ATMOSFERA

Long-lead station-scale prediction of hydrological droughts in South Korea based on bivariate pattern-based downscaling

(2015) Soo-Jin Sohn et al.   CLIMATE DYNAMICS

Monthly and seasonal drought forecasting using statistical neural networks

(2015) Seyed Mohammad Hosseini-Moghari et al.   Environmental Earth Sciences

Modeling drought impact occurrence based on meteorological drought indices in Europe

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

Remote sensing of drought: Progress, challenges and opportunities

(2015) A. AghaKouchak et al.   REVIEWS OF GEOPHYSICS

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

Evaluation of Markov Chain Based Drought Forecasts in an Andean Regulated River Basin Using the Skill Scores RPS and GMSS

(2015) Alex Avilés et al.   WATER RESOURCES MANAGEMENT

Hydrological Drought Class Transition Using SPI and SRI Time Series by Loglinear Regression

(2015) Jianzhu Li et al.   WATER RESOURCES MANAGEMENT

Drought Forecasting Using Stochastic Models in a Hyper-Arid Climate

(2015) Amr Mossad et al.   Atmosphere

SDI and Markov Chains for Regional Drought Characteristics

(2015) Chen-Feng Yeh et al.   Sustainability

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

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

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

Prediction of hydrological drought durations based on Markov chains: case of the Canadian prairies

(2012) T.C. Sharma et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Artificial Neural Network–Based Drought Forecasting Using a Nonlinear Aggregated Drought Index

(2012) S. Barua et al.   JOURNAL OF HYDROLOGIC ENGINEERING

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

(2012) Prem Woli et al.   WEATHER AND FORECASTING

A review of drought indices

(2011) Amin Zargar et al.   ENVIRONMENTAL REVIEWS

Forecast of NDVI in coniferous areas using temporal ARIMA analysis and climatic data at a regional scale

(2011) A. Fernández-Manso et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Agricultural drought forecasting using satellite images, climate indices and artificial neural network

(2011) Ahmad Fatehi Marj et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Drought modeling – A review

(2011) Ashok K. Mishra 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

Soil Water Simulation and Predication Using Stochastic Models Based on LS-SVM for Red Soil Region of China

(2011) Jianqiang Deng et al.   WATER RESOURCES MANAGEMENT

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

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

A review of drought concepts

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

Application of linear stochastic models for drought forecasting in the Büyük Menderes river basin, western Turkey

(2010) Ömer Faruk Durdu   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Application of global SST and SLP data for drought forecasting on Tehran plain using data mining and ANFIS techniques

(2010) Ashkan Farokhnia et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Meteorological drought analysis using data-driven models for the Lakes District, Turkey

(2009) M. EROL KESKIN et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Forecasting Palmer Index Using Neural Networks and Climatic Indexes

(2009) P. Cutore et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Drought forecasting based on the remote sensing data using ARIMA models

(2009) Ping Han et al.   MATHEMATICAL AND COMPUTER MODELLING

Prospecting droughts with stochastic artificial neural networks

(2008) Juan Camilo Ochoa-Rivera   JOURNAL OF HYDROLOGY

Use of Bayesian Merging Techniques in a Multimodel Seasonal Hydrologic Ensemble Prediction System for the Eastern United States

(2008) Lifeng Luo et al.   JOURNAL OF HYDROMETEOROLOGY

Adaptive Neuro-Fuzzy Inference System for drought forecasting

(2008) Ulker Guner Bacanli et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Stochastic simulation of the severity of hydrological drought

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