| Model-Agnostic, Temperature-Informed Sampling Enhances Cross-Year Crop Mapping with Deep Learning | Jun 15, 2025 | Crop Type MappingTime Series | —Unverified | 0 |
| On the Generalizability of Foundation Models for Crop Type Mapping | Sep 14, 2024 | Crop ClassificationCrop Type Mapping | CodeCode Available | 0 |
| SpectralEarth: Training Hyperspectral Foundation Models at Scale | Aug 15, 2024 | Computational EfficiencyCrop Type Mapping | CodeCode Available | 1 |
| Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI | Jun 26, 2024 | BenchmarkingCrop Type Mapping | —Unverified | 0 |
| Combining Satellite and Weather Data for Crop Type Mapping: An Inverse Modelling Approach | Jan 29, 2024 | Crop Type Mapping | —Unverified | 0 |
| SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters | Nov 29, 2023 | Crop Type MappingCrop Yield Prediction | CodeCode Available | 1 |
| Can SAM recognize crops? Quantifying the zero-shot performance of a semantic segmentation foundation model on generating crop-type maps using satellite imagery for precision agriculture | Nov 25, 2023 | Crop ClassificationCrop Type Mapping | —Unverified | 0 |
| Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions | Oct 31, 2023 | Crop Type MappingCrop Yield Prediction | —Unverified | 0 |
| Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery | Aug 24, 2022 | Contrastive LearningCrop Type Mapping | —Unverified | 0 |
| Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution | Aug 23, 2022 | Crop Type MappingData Augmentation | —Unverified | 0 |
