Deepak Pathak
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  • Publications
    • YieldSAT: A multimodal benchmark dataset for high-resolution crop yield prediction
    • Adaptive fusion of multi-modal remote sensing data for optimal sub-field crop yield prediction
    • Intrinsic explainability of multimodal learning for crop yield simulation
    • Multi-modal fusion methods with local neighborhood information for crop yield prediction at field and subfield levels
    • Influence of data cleaning techniques on sub-field yield predictions
    • Predicting crop yield with machine learning: An extensive analysis of input modalities and models on a field and sub-field level

Multi-modal fusion methods with local neighborhood information for crop yield prediction at field and subfield levels

1 January 2024·
M. Miranda
,
D. Pathak
,
M. Nuske
,
A. Dengel
DOI
publications
Remote Sensing Multimodal Fusion Crop Yield Prediction Spatial Context
Authors
D. Pathak
← Intrinsic explainability of multimodal learning for crop yield simulation 1 January 2025
Influence of data cleaning techniques on sub-field yield predictions 1 June 2023 →

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