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Anna Bradley

Met Office

SCHOLARLY PAPERS

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Scholarly Papers (1)

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

Downloads 99 (709,832)

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)

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

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 49 (1,107,422)

Abstract:

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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