| Towards automation of in-season crop type mapping using spatiotemporal crop information and remote sensing data C Zhang, L Di, L Lin, H Li, L Guo, Z Yang, GY Eugene, Y Di, A Yang Agricultural Systems 201, 103462, 2022 | 49 | 2022 |
| Validation and refinement of cropland data layer using a spatial-temporal decision tree algorithm L Lin, L Di, C Zhang, L Guo, Y Di, H Li, A Yang Scientific Data 9 (1), 63, 2022 | 41 | 2022 |
| Improvement of In-season crop mapping for Illinois cropland using multiple machine learning classifiers H Li, L Di, C Zhang, L Lin, L Guo 2022 10th International Conference on Agro-geoinformatics (Agro …, 2022 | 29 | 2022 |
| Enhancing USDA NASS cropland data layer with segment anything model C Zhang, P Marfatia, H Farhan, L Di, L Lin, H Zhao, H Li, MD Islam, ... 2023 11th International Conference on Agro-Geoinformatics (Agro …, 2023 | 4 | 2023 |
| Modeling urban redevelopment: A novel approach using time-series remote sensing data and machine learning L Lin, L Di, C Zhang, L Guo, H Zhao, D Islam, H Li, Z Liu, G Middleton Geography and Sustainability, 2024 | 2 | 2024 |
| Optimizing Irrigation Scheduling Using Deep Reinforcement Learning H Zhao, L Di, L Guo, L Li, C Zhang, E Yu, H Li 2023 11th International Conference on Agro-Geoinformatics (Agro …, 2023 | 2 | 2023 |
| A Review of Scientific Irrigation Scheduling Methods H Zhao, L Di, E Yu, L Guo, L Li, C Zhang, H Li 2023 11th International Conference on Agro-Geoinformatics (Agro …, 2023 | 2 | 2023 |
| Cyberinformatics tool for in-season crop-specific land cover monitoring: Design, implementation, and applications of iCrop C Zhang, L Di, L Lin, H Zhao, H Li, A Yang, L Guo, Z Yang Computers and Electronics in Agriculture 213, 108199, 2023 | 1 | 2023 |
| Automated In-season Crop-type Data Layer Mapping without Ground Truth for the Conterminous United States based on Multisource Satellite Imagery H Li, L Di, C Zhang, L Lin, L Guo, GY Eugene, Z Yang IEEE Transactions on Geoscience and Remote Sensing, 2024 | | 2024 |
| Prediction of Crop Planting Map Using One-dimensional Convolutional Neural Network and Decision Tree Algorithm H Li, L Di, C Zhang, L Lin, L Guo, H Zhao 2023 11th International Conference on Agro-Geoinformatics (Agro …, 2023 | | 2023 |
| Enhancing Remote Sensing Based Machine Learning Applications through Analysis Ready Data: A Comprehensive Review W Vlach, L Lin, C Zhang, L Di, H Zhao, H Li 2023 11th International Conference on Agro-Geoinformatics (Agro …, 2023 | | 2023 |
| A Review of Remote Sensing in Sugarcane Mapping H Li, L Di, C Zhang, L Lin, L Guo, H Zhao, C Guo, R Hong 2023 11th International Conference on Agro-Geoinformatics (Agro …, 2023 | | 2023 |
Liping DiProfessor of Geographic Information Science, George Mason UniversityVerified email at gmu.edu
