Joshua Fan
Cornell University(US)
Publications by Year
Research Areas
Smart Agriculture and AI, Remote Sensing in Agriculture, Aquaculture Nutrition and Growth, Child Nutrition and Water Access, Soil Geostatistics and Mapping
Most-Cited Works
- → A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction(2022)102 cited
- → Towards sustainable aquaculture in the Amazon(2025)16 cited
- → Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net(2022)1 cited
- → Biogeochemistry-Informed Neural Network (BINN) for Improving Accuracy of Model Prediction and Scientific Understanding of Soil Organic Carbon(2025)
- → Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond(2026)
- → 149 - Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond(2026)