Short-term forecasting of drought impacts using machine learning to support drought mitigation and adaptation efforts Article

Omar, Islam, Geli, Hatim ME, Elshinawy, Mona Y et al. (2026). Short-term forecasting of drought impacts using machine learning to support drought mitigation and adaptation efforts . ENVIRONMENTAL RESEARCH-CLIMATE, 5(3), 10.1088/2752-5295/ae8321

cited authors

  • Omar, Islam; Geli, Hatim ME; Elshinawy, Mona Y; DuBios, David W; Prihodko, Lara; Smith, Kelly H; Badawy, Abdel-Hameed A

authors

publication date

  • September 1, 2026

published in

keywords

  • Environmental Sciences
  • Environmental Sciences & Ecology
  • INDICATORS
  • Life Sciences & Biomedicine
  • MOISTURE
  • Meteorology & Atmospheric Sciences
  • New Mexico
  • Physical Sciences
  • Science & Technology
  • USA
  • XGBoost
  • drought severity coverage index
  • evaporative stress index
  • machine learning

Digital Object Identifier (DOI)

publisher

  • IOP Publishing Ltd

volume

  • 5

issue

  • 3