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 | 81 | 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 | 54 | 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 | 33 | 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 | 19 | 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 62, 1-14, 2024 | 13 | 2024 |
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 | 6 | 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 | 5 | 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 5 (2), 211-219, 2024 | 4 | 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 | 4 | 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 | 2 | 2023 |
Phenologically Corrected Crop Condition Mapping and Assessment with Vegetation Index Time Series H Zhao, F Gao, M Anderson, R Cirone, J Chang, L Lin, C Zhang, H Li, ... 2024 12th International Conference on Agro-Geoinformatics (Agro …, 2024 | 1 | 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 | 1 | 2023 |
In-season Mapping of Sugarcane Planting based on Sentinel-2 Imagery H Li, L Di, C Zhang, L Lin, L Guo, R Li, H Zhao IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024 | | 2024 |
Generation of NAIP-like earth surface imagery using Generative Adversarial Networks B Shao, L Di, H Li, C Zhang, Z Liu, L Guo 2024 12th International Conference on Agro-Geoinformatics (Agro …, 2024 | | 2024 |
In-season crop-type mapping in Kenya using Sentinel-2 imagery H Li, Z Guo, L Di, L Guo, C Zhang, L Lin, H Zhao, Z Lin, B Shao 2024 12th International Conference on Agro-Geoinformatics (Agro …, 2024 | | 2024 |
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 |