Flash Drought: Review of Concept, Prediction and the Potential for Machine Learning, Deep Learning Methods

Shoobhangi Tyagi; Xiang Zhang; Dharmendra Saraswat; Sandeep Sahany; Saroj Kanta Mishra; Dev Niyogi

doi:10.1029/2022EF002723

Flash Drought: Review of Concept, Prediction and the Potential for Machine Learning, Deep Learning Methods

Shoobhangi Tyagi, Xiang Zhang, Dharmendra Saraswat, Sandeep Sahany, Saroj Kanta Mishra, Dev Niyogi

Research output: Contribution to journal › Article › peer-review

Original language	Undefined
Journal	Earth's Future
DOIs	https://doi.org/10.1029/2022EF002723
Publication status	Published - 1 Nov 2022

Keywords

Drought vulnerability
machine learning (ML)
artificial intelligence (AI)
data mining

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1029/2022EF002723

Cite this

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title = "Flash Drought: Review of Concept, Prediction and the Potential for Machine Learning, Deep Learning Methods",

keywords = "Drought vulnerability, machine learning (ML), artificial intelligence (AI), data mining",

author = "Shoobhangi Tyagi and Xiang Zhang and Dharmendra Saraswat and Sandeep Sahany and Mishra, {Saroj Kanta} and Dev Niyogi",

year = "2022",

month = nov,

day = "1",

doi = "10.1029/2022EF002723",

language = "Undefined",

journal = "Earth's Future",

issn = "2328-4277",

publisher = "John Wiley & Sons Ltd",

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TY - JOUR

T1 - Flash Drought: Review of Concept, Prediction and the Potential for Machine Learning, Deep Learning Methods

AU - Tyagi, Shoobhangi

AU - Zhang, Xiang

AU - Saraswat, Dharmendra

AU - Sahany, Sandeep

AU - Mishra, Saroj Kanta

AU - Niyogi, Dev

PY - 2022/11/1

Y1 - 2022/11/1

KW - Drought vulnerability

KW - machine learning (ML)

KW - artificial intelligence (AI)

KW - data mining

UR - https://doi.org/10.1029/2022EF002723

U2 - 10.1029/2022EF002723

DO - 10.1029/2022EF002723

M3 - Article

SN - 2328-4277

JO - Earth's Future

JF - Earth's Future

ER -

Flash Drought: Review of Concept, Prediction and the Potential for Machine Learning, Deep Learning Methods

Keywords

UN SDGs

Access to Document

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