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Dominik Behrend

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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160

TOTAL CITATIONS

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 70 (875,088)

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

2.

A Robust and Scalable Crop Mapping Framework Using Advanced Machine Learning and Optical and Sar Imageries

Number of pages: 39 Posted: 21 Jul 2025
Krishnagopal Halder, Amit Srivastava, Wenzhi Zeng, Karam Alsafadi, Gang Zhao, Michael Maerker, Manmeet Singh, Lei Guoging, Anitabha Ghosh, Murilo Vianna, Subodh Chandra Pal, Roopam Shukla, Manas Utthasini, Pablo Rosso, Avik Bhattacharya, Uday Chatterjee, Dipak Bisai, Thomas Gaiser, Dominik Behrend, Prof. Liangxiu Han and Frank Ewert
affiliation not provided to SSRN, affiliation not provided to SSRN, Hohai University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Pavia, University of Texas at Austin, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Burdwan, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Indian Institute of Technology (IIT), Bombay, Vidyasagar University, affiliation not provided to SSRN, University of Bonn, affiliation not provided to SSRN, Manchester Metropolitan University and Leibniz-Centre for Agricultural Landscape Research (ZALF)
Downloads 57 (989,653)

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Crop classification, Remote Sensing, Machine learning models, Agricultural monitoring, Geospatial analysis, Big data fusion

3.

Root:Shoot Ratio Affected by Abiotic Environmental Stresses and Tillage - Experimental Observations and Modeling Approaches

Number of pages: 35 Posted: 27 Jun 2024
Sabine J. Seidel, Seyed H. Ahmadi, Lutz Weihermüller, Antoine Couëdel, Gina Lopez, Dominik Behrend, Bahareh Kamali, Thomas Gaiser and Ixchel M. Hernández-Ochoa
University of Bonn, Shiraz University, affiliation not provided to SSRN, Univ Montpellier - CIRAD, University of Bonn, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Bonn and affiliation not provided to SSRN
Downloads 33 (1,276,716)

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Carbon Sequestration, carbon farming, dynamic root and shoot modeling, shoot to root ratio, temperature increase