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Amit Kumar Srivastava

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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146

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0

Scholarly Papers (3)

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1.

CropFusionNet: An Interpretable Deep Learning Framework for Uncertainty-Aware Crop Yield Forecasting across Germany​

Number of pages: 61 Posted: 24 Apr 2026
Amit Kumar Srivastava, Krishnagopal Halder, Gina Lopez, Kaushik Muduchuru, Luis Alfredo Pires Barbosa, Kazi Jahidur Rahaman, Dominik Behrend, Prof. Liangxiu Han, Claas Nendel and Gang Zhao
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Bonn, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Manchester Metropolitan University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 94 (875,328)

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Crop yield forecasting, Explainable Artificial Intelligence (XAI), Temporal Fusion Transformer, Climate extremes, Uncertainty-Aware forecasting

2.

Impact of Fertilizer Applications on Grain and Vegetable Crops in Smallholder Mixed Crop-Livestock (Mcl) Systems in West Africa

Number of pages: 33 Posted: 12 Sep 2024
Albert Berdjour, Amit Kumar Srivastava, Safiétou Sanfo, Bocar Ahamadou, Frank Ewert and Thomas Gaiser
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Bonn
Downloads 32 (1,304,549)

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Grain crops, vegetable crops, fertilizer application, Yield, mixed crop-livestock systems

3.

Measuring and simulating the impact of nitrogen fertilization on the transpiration of a modern and historic winter wheat cultivar

Number of pages: 31 Posted: 08 Jun 2026
Dominik Behrend, Thuy Huu Nguyen, Clara Oliva Gonçalves Bazzo, Juan C. Baca Cabrera, Anna Engels, Frank Ewert, Hubert Hüging, Marie Kaya, Gunther Kraus, Amit Kumar Srivastava, J. Vanderborght, Yansen Xu and Thomas Gaiser
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Leibniz-Centre for Agricultural Landscape Research (ZALF), University of Bonn, affiliation not provided to SSRN, University of Bonn, affiliation not provided to SSRN, German Research Center for Environmental Health - Helmholtz Center Munich, Nanjing University of Information Science and Technology and University of Bonn
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breeding, crop model, water fluxes, nitrogen fertilization