PhD Candidate
Research Interest
Remote Sensing Image Processing; Machine Learning Deep Learning; Multi-Source Data Fusion; Quantitative Remote Sensing.
Education
- M.Sc. Eng., Photogrammetry and Remote Sensing, Wuhan University, China, 2020
- B.Sc. Eng., Geomatics Engineering Wuhan University, China, 2017
Publications
- Yuan, Q., Shen, H., Li, T., Li, Z., Li, S., Jiang, Y., Xu, H., Tan, W., Yang, Q., Wang, J., Gao J., Zhang L. (2020). Deep Learning in Environmental Remote Sensing: Achievements and Challenges. Remote Sensing of Environment, 241, 111716.
- Yuan, Q., Xu, H., Li, T., Shen, H., Zhang, L. (2020). Estimating surface soil moisture from satellite observations using a generalized regression neural network trained on sparse ground-based measurements in the continental US. Journal of Hydrology, 580, 124351.
- Xu, H., Yuan, Q., Li, T., Shen, H., Zhang, L., Jiang, H. (2018). Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental US. Remote Sensing, 10(9), 1351.