| 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 |
| 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 |
| Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat | Nov 15, 2021 | Crop Yield Predictionregression | —Unverified | 0 |
| Multimodal Performers for Genomic Selection and Crop Yield Prediction | Oct 20, 2021 | Crop Yield Prediction | CodeCode Available | 0 |
| 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 |
| 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 |
| EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts | Dec 11, 2020 | Crop Yield PredictionEarth Observation | CodeCode Available | 1 |
| CYPUR-NN: Crop Yield Prediction Using Regression and Neural Networks | Nov 26, 2020 | Crop Yield Predictionregression | —Unverified | 0 |
| Wheat Crop Yield Prediction Using Deep LSTM Model | Nov 3, 2020 | Crop Yield PredictionDimensionality Reduction | —Unverified | 0 |
| Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt | Jul 28, 2020 | BIG-bench Machine LearningCrop Yield Prediction | —Unverified | 0 |
