ML4WX

Applications & impacts

Projection of future drought and its impact on simulated crop yield over South Asia using ensemble machine learning approach

Foyez Ahmed Prodhan, Jiahua Zhang, Til Prasad Pangali Sharma, Lkhagvadorj Nanzad, Da Zhang, Ayalkibet Mekonnen Seka, Naveed Ahmed, Shaikh Shamim Hasan, Muhammad Ziaul Hoque, Hasiba Pervin Mohana

The Science of The Total Environment ·

Paper

In one sentence. Ensemble machine learning projects future South Asian drought and its effect on simulated crop yield under climate scenarios.

Labels

Topic
Applications & impacts, Climate analysis & attribution
Type
Application study
Method
Classical ML (trees, GP, linear, kernels)
Time scale
Climate projections / centennial
Domain
Regional
Data
CMIP / climate model output
Status
Research
Identifiers
DOI:10.1016/j.scitotenv.2021.151029 OpenAlex:W3206696729
Added
2026-10-22

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