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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 M. Seka, Naveed Ahmed, Shaikh Shamim Hasan, Muhammad Ziaul Hoque, Hasiba Pervin Mohana

2021The Science of The Total Environment131 citationsDOI

Topics & Concepts

Food securityYield (engineering)Random forestCropCrop yieldGradient boostingProjection (relational algebra)Environmental scienceClimatologyAgroforestryMathematicsAgricultural engineeringAgronomyGeographyComputer scienceMachine learningAgricultureBiologyEngineeringAlgorithmGeologyMetallurgyMaterials scienceArchaeologyHydrology and Drought AnalysisClimate change impacts on agricultureClimate variability and models
Projection of future drought and its impact on simulated crop yield over South Asia using ensemble machine learning approach | Litcius