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Michelle Viswanathan

Julius Kuehn Institute

SCHOLARLY PAPERS

3

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130

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0

Scholarly Papers (3)

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1.

Climate Change Mitigation Through Improved Crop Rotations – Exploring Soc-N2o Trade-Offs for Germany Using the Dssat Model

Number of pages: 44 Posted: 02 Jun 2025
Ahmed Attia, Donghui Ma, Michelle Viswanathan, Asmae Meziane, Ashifur Rahman Shawon, Carsten Marohn and Til Feike
affiliation not provided to SSRN, affiliation not provided to SSRN, Julius Kuehn Institute, affiliation not provided to SSRN, Julius Kuehn Institute, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 76 (837,727)

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Crop rotation, Cover crop, Soil organic carbon, Nitrous oxide emission, Agroecosystems modeling, Climate change

2.

Improving Winter Wheat Yield Prediction by Accounting for Weather and Model Parameter Uncertainty While Assimilating Lai and Weather Data into a Crop Model

Number of pages: 38 Posted: 01 Dec 2023
Hossein Zare, Michelle Viswanathan, Tobias Karl David Weber, Joachim Ingwersen, Wolfgang Nowak, Sebastian Gayler and Thilo Streck
University of Hohenheim, Julius Kuehn Institute, University of Kassel, University of Hohenheim, University of Stuttgart, University of Hohenheim and University of Hohenheim
Downloads 48 (1,086,013)

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Calibration Uncertainty, Weather Forecast, Data assimilation, Remote Sensing, Yield Forecast

3.

Efficient Bayesian Inference for Crop Phenology: Enabling Hamiltonian Monte Carlo via Differentiable Model Structures

Number of pages: 45 Posted: 08 Jun 2026
Friedrich Busch, Michelle Viswanathan, Tobias Conradt and Tobias Krueger
Potsdam Institute of Climate Impact Research, Julius Kuehn Institute, Potsdam Institute of Climate Impact Research and Humboldt University of Berlin
Downloads 6

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Crop Phenology, JAGS, Maize, Parameter uncertainty, Sensitivity Analysis, Stan