Yizhi Huang
University of Illinois Urbana-Champaign(US)Hunan University(CN)
Publications by Year
Research Areas
Remote Sensing in Agriculture, Climate change impacts on agriculture, Smart Agriculture and AI, Parallel Computing and Optimization Techniques, Remote Sensing and LiDAR Applications
Most-Cited Works
- → Using soil library hyperspectral reflectance and machine learning to predict soil organic carbon: Assessing potential of airborne and spaceborne optical soil sensing(2022)210 cited
- → Recent Rapid Increase of Cover Crop Adoption Across the U.S. Midwest Detected by Fusing Multi‐Source Satellite Data(2022)68 cited
- → Cross-scale sensing of field-level crop residue cover: Integrating field photos, airborne hyperspectral imaging, and satellite data(2022)63 cited
- → Improving field boundary delineation in ResUNets via adversarial deep learning(2022)34 cited
- → STAIR 2.0: A Generic and Automatic Algorithm to Fuse Modis, Landsat, and Sentinel-2 to Generate 10 m, Daily, and Cloud-/Gap-Free Surface Reflectance Product(2020)33 cited
- → A vehicle imaging approach to acquire ground truth data for upscaling to satellite data: A case study for estimating harvesting dates(2023)12 cited
- → Aligning satellite-based phenology in a deep learning model for improved crop yield estimates over large regions(2025)9 cited
- → UMA-MF: A Unified Multi-CPU/GPU Asynchronous Computing Framework for SGD-Based Matrix Factorization(2023)3 cited
- → PaLLOC: Pairwise-based low-latency online coordinated resource manager of last-level cache and memory bandwidth on multicore systems(2025)1 cited
- → Transfer learning for improved crop yield predictions in a cross-scale pathway: a case study for Brazilian national soybean(2025)