| DiffusionSat: A Generative Foundation Model for Satellite Imagery | Dec 6, 2023 | Crop Yield PredictionImage Generation | CodeCode Available | 2 | 5 |
| SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters | Nov 29, 2023 | Crop Type MappingCrop Yield Prediction | CodeCode Available | 1 | 5 |
| EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task | Apr 16, 2021 | Crop Yield PredictionEarth Surface Forecasting | CodeCode Available | 1 | 5 |
| The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation | Jan 6, 2023 | BenchmarkingCrop Classification | CodeCode Available | 1 | 5 |
| EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts | Dec 11, 2020 | Crop Yield PredictionEarth Observation | CodeCode Available | 1 | 5 |
| A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning | May 2, 2025 | Crop Yield PredictionDomain Adaptation | CodeCode Available | 1 | 5 |
| A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction | Nov 17, 2021 | BIG-bench Machine LearningCrop Yield Prediction | CodeCode Available | 1 | 5 |
| Predicting crop yields with little ground truth: A simple statistical model for in-season forecasting | Jun 16, 2021 | Crop Yield PredictionFeature Engineering | CodeCode Available | 1 | 5 |
| MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer | Sep 16, 2023 | Contrastive LearningCrop Yield Prediction | CodeCode Available | 1 | 5 |
| Cotton Yield Prediction Using Random Forest | Dec 4, 2023 | Crop Yield PredictionPrediction | CodeCode Available | 0 | 5 |
| Counterfactual Explanations of Neural Network-Generated Response Curves | Apr 8, 2023 | counterfactualCrop Yield Prediction | CodeCode Available | 0 | 5 |
| Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction | Jan 22, 2024 | Crop Yield PredictionMULTI-VIEW LEARNING | CodeCode Available | 0 | 5 |
| Crop Yield Prediction Using Deep Neural Networks | Feb 7, 2019 | Crop Yield Predictionfeature selection | CodeCode Available | 0 | 5 |
| Multimodal Performers for Genomic Selection and Crop Yield Prediction | Oct 20, 2021 | Crop Yield Prediction | CodeCode Available | 0 | 5 |
| Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications | Mar 11, 2018 | Crop Yield PredictionGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data | Feb 12, 2017 | Crop Yield PredictionDimensionality Reduction | CodeCode Available | 0 | 5 |
| CMAViT: Integrating Climate, Managment, and Remote Sensing Data for Crop Yield Estimation with Multimodel Vision Transformers | Nov 25, 2024 | Crop Yield PredictionManagement | CodeCode Available | 0 | 5 |
| A CNN-RNN Framework for Crop Yield Prediction | Nov 20, 2019 | Crop Yield PredictionManagement | CodeCode Available | 0 | 5 |
| Generative weather for improved crop model simulations | Mar 31, 2024 | Crop Yield PredictionDecision Making | CodeCode Available | 0 | 5 |
| Corn Yield Prediction Model with Deep Neural Networks for Smallholder Farmer Decision Support System | Jan 8, 2024 | Crop Yield Prediction | CodeCode Available | 0 | 5 |
| Recent applications of machine learning, remote sensing, and iot approaches in yield prediction: a critical review | Jun 7, 2023 | ArticlesCloud Computing | —Unverified | 0 | 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 | 0 |
| Spatial-temporal Multi-Task Learning for Within-field Cotton Yield Prediction | Nov 16, 2018 | Crop Yield PredictionManagement | —Unverified | 0 | 0 |
| Temporal Sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series | Jul 5, 2022 | ClassificationCrop Classification | —Unverified | 0 | 0 |
| Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat | Nov 15, 2021 | Crop Yield Predictionregression | —Unverified | 0 | 0 |
