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Gina Lopez

University of Bonn

SCHOLARLY PAPERS

5

DOWNLOADS

368

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Non-Invasive Diagnosis of Nutrient Deficiencies in Winter Wheat and Winter Rye Using Uav-Based Rgb Images

Number of pages: 21 Posted: 23 Aug 2023
affiliation not provided to SSRN, University of Bonn, University of Bonn, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Bonn and University of Bonn
Downloads 127 (569,079)

Abstract:

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deep learning, non-invasive diagnostics, nitrogen, phosphorous, potassium, liming, fertilization

2.

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

Number of pages: 61 Posted: 24 Apr 2026
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 95 (875,328)

Abstract:

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

3.

Winter Wheat Shoot and Root Phenotypic Plasticity During Nutrient Deficiency Under Field Conditions

Number of pages: 31 Posted: 23 Sep 2023
University of Bonn, University of Bonn, University of Bonn, University of Bonn, University of Bonn, University of Bonn, University of Bonn, University of Bonn and University of Bonn
Downloads 87 (771,553)

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Root length density, root biomass, specific root length, specific leaf area, leaf area index, long-term experiment

4.

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

Number of pages: 35 Posted: 27 Jun 2024
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 34 (1,277,121)

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

5.

Calibrating the Effect of Stomatal Diurnal Dynamics on Root Resistance Using Hyperspectral Remote Sensing Observations of Photochemistry and Chlorophyllfluorescence

Number of pages: 50 Posted: 20 Aug 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Bonn, Forschungszentrum Jülich GmbH, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Bonn
Downloads 25 (1,399,036)

Abstract:

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PhotosynthesisWater stressAfternoon depressionsun-induced chlorophyll fluorescencephotochemical reflectance index