Keyword

drought forecasting

Description: The use of observational data and predictive methods to estimate the onset, duration, severity, or likelihood of drought conditions.

Primary topic: Hydrology and Drought Analysis (70%)

OpenAlex ID: keywords/drought-forecasting

Drought under global warming: a review

2010 · Aiguo Dai · Wiley Interdisciplinary Reviews Climate Change · 3,515

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Hydrological drought explained

2015 · Anne F. Van Loon · Wiley Interdisciplinary Reviews Water · 1,800

Drought modeling – A review

2011 · Ashok K. Mishra, Vijay P. Singh · Journal of Hydrology · 1,039

The Drought Monitor

2002 · Svoboda, Mark D., LeComte, Doug, et al. · Bulletin of the American Meteorological Society · 826

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Global integrated drought monitoring and prediction system

2014 · Zengchao Hao, Amir AghaKouchak, et al. · Scientific Data · 801

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Challenges for drought assessment in the Mediterranean region under future climate scenarios

2020 · Yves Tramblay, Aristeidis Koutroulis, et al. · Earth-Science Reviews · 691

Ensemble machine learning paradigms in hydrology: A review

2021 · Mohammad Zounemat-Kermani, Okke Batelaan, et al. · Journal of Hydrology · 651

Seasonal Drought Prediction: Advances, Challenges, and Future Prospects

2018 · Zengchao Hao, Vijay P. Singh, et al. · Reviews of Geophysics · 605

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The Southern Oscillation and Long-Range Forecasting of the Summer Monsoon Rainfall over India

1983 · J. Shukla, Daniel A. Paolino · Monthly Weather Review · 502

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Drought forecasting using stochastic models

2005 · A. K. Mishra, V. R. Desai · Stochastic Environmental Research and Risk Assessment · 495

Flash droughts present a new challenge for subseasonal-to-seasonal prediction

2020 · Angeline G. Pendergrass, Gerald A. Meehl, et al. · Nature Climate Change · 490

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, J. Adamowski, et al. · Journal of Hydrology · 471

Challenges in modeling and predicting floods and droughts: A review

2021 · Manuela I. Brunner, Louise Slater, et al. · Wiley Interdisciplinary Reviews Water · 470

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Nonlinear Model for Drought Forecasting Based on a Conjunction of Wavelet Transforms and Neural Networks

2003 · Tae-Woong Kim, Juan B. Valdés · Journal of Hydrologic Engineering · 443

A Drought Monitoring and Forecasting System for Sub-Sahara African Water Resources and Food Security

2013 · Justin Sheffield, Eric F. Wood, et al. · Bulletin of the American Meteorological Society · 440

Drought propagation under global warming: Characteristics, approaches, processes, and controlling factors

2022 · Xuan Zhang, Zengchao Hao, et al. · The Science of The Total Environment · 431

The European 2015 drought from a climatological perspective

2017 · Monica Ionita, Lena M. Tallaksen, et al. · Hydrology and earth system sciences · 405

Predicting plant vulnerability to drought in biodiverse regions using functional traits

2015 · Robert Paul Skelton, Adam G. West, et al. · Proceedings of the National Academy of Sciences · 369

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Drought forecasting using feed-forward recursive neural network

2006 · A.K. Mishra, V.R. Desai · Ecological Modelling · 362

Deep learning in hydrology and water resources disciplines: concepts, methods, applications, and research directions

2023 · Kumar Puran Tripathy, Ashok K. Mishra · Journal of Hydrology · 340

Drought forecasting using artificial neural networks and time series of drought indices

2007 · Saeid Morid, Vladimir Smakhtin, et al. · International Journal of Climatology · 337

Drought forecasting using the Standardized Precipitation Index

2006 · A. Cancelliere, G. Di Mauro, et al. · Water Resources Management · 334

Meteorological conditions associated with the onset of flash drought in the Eastern United States

2017 · Trent W. Ford, Christopher F. Labosier · Agricultural and Forest Meteorology · 324

Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia

2014 · Ravinesh C. Deo, Mehmet Şahin · Atmospheric Research · 316

Nature and causes of protracted droughts in southeast Australia: Comparison between the Federation, WWII, and Big Dry droughts

2009 · Danielle C. Verdon‐Kidd, Anthony S. Kiem · Geophysical Research Letters · 301

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Works count: 5,744

Citation count: 75,030