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Joseph William Gallear

Rothamsted Research

West Common

Harpenden AL5 2JQ

United Kingdom

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Scholarly Papers (1)

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Agricultural drought stress forecasting across different biomes in Brazil using machine learning

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Agricultural drought stress forecasting across different biomes in Brazil using machine learning

Number of pages: 30 Posted: 25 Oct 2025
Joseph William Gallear, Alice E. Milne, Stephan M. Haefele, Wan Ting Katty Huang, Anna Bradley and Marcelo Zeri
Rothamsted Research, Rothamsted Research, Rothamsted Research, University College London - Department of Civil, Environmental & Geomatic Engineering, Met Office and affiliation not provided to SSRN
Downloads 50 (1,107,422)

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Drought, remote sensing, Vegetation health index, Machine learning, forecasting, SPEI, agriculture, drought propagation, Agricultural drought, vegetation indices, natural hazards, water resources, soil moisture

Agricultural drought stress forecasting across different biomes in Brazil using machine learning

Number of pages: 30 Posted: 12 Nov 2025
Joseph William Gallear, Alice E. Milne, Stephan M. Haefele, Wan Ting Katty Huang, Anna Bradley and Marcelo Zeri
Rothamsted Research, Rothamsted Research, Rothamsted Research, University College London - Department of Civil, Environmental & Geomatic Engineering, Met Office and affiliation not provided to SSRN
Downloads 50 (1,107,422)

Abstract:

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Agricultural drought, SPEI, machine learning, Vegetation health index, Forecasting, climate variability