Sotabase

Career

· PhD Student, Columbia University2022–
· Undergraduate Student, Tsinghua University

Publications (16)

Using soil library hyperspectral reflectance and machine learning to predict soil organic carbon: Assessing potential of airborne and spaceborne optical soil sensing
Remote Sensing of Environment · 2022
177
cited
Cross-scale sensing of field-level crop residue cover: Integrating field photos, airborne hyperspectral imaging, and satellite data
Remote Sensing of Environment · 2023
57
cited
Improving field boundary delineation in ResUNets via adversarial deep learning
International Journal of Applied Earth Observation and Geoinformation · 2022
37
cited
Recent Rapid Increase of Cover Crop Adoption Across the U.S. Midwest Detected by Fusing Multi‐Source Satellite Data
Geophysical Research Letters · 2022
37
cited
Impact of diabetes on promoting the growth of breast cancer
Cancer Communications · 2021
23
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
Remote Sensing · 2020
20
cited
Estimating the Routing Parameter of the Xin'anjiang Hydrological Model Based on Remote Sensing Data and Machine Learning
Remote Sensing · 2022
15
cited
A hybrid deep neural network based prediction of 300 MW coal-fired boiler combustion operation condition
Science China Technological Sciences · 2021
13
cited
A simultaneous measurement technique for soot temperature and volume fraction of sooting flames considering self-absorption through hyperspectral imaging
Optics and lasers in engineering
9
cited
Aligning satellite-based phenology in a deep learning model for improved crop yield estimates over large regions
Agricultural and Forest Meteorology · 2025
8
cited
A vehicle imaging approach to acquire ground truth data for upscaling to satellite data: A case study for estimating harvesting dates
Remote Sensing of Environment · 2024
8
cited
Relative-error monotonicity testing
ACM-SIAM Symposium on Discrete Algorithms · 2024
4
cited
Halfspaces are hard to test with relative error
arXiv.org · 2025
Is nasty noise actually harder than malicious noise?
arXiv.org · 2025
Model-agnostic super-resolution in high dimensions
arXiv.org · 2025
Transfer learning for improved crop yield predictions in a cross-scale pathway: a case study for Brazilian national soybean
International Journal of Applied Earth Observation and Geoinformation · 2025
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Yizhi Huang | Researcher Profile | Sotabase | Sotabase