Hongzhang Xu

Deep learning in environmental remote sensing: Achievements and challenges

Qiangqiang Yuan, Huanfeng Shen, Tongwen Li et al. · Remote Sensing of Environment · 2020 · 1.6K citations

Computing, Computer Science, Environmental Sciences +14

Estimating surface soil moisture from satellite observations using a generalized regression neural network trained on sparse ground-based measurements in the continental U.S

Qiangqiang Yuan, Hongzhang Xu, Tongwen Li et al. · Journal of Hydrology · 2019 · 127 citations · Full text

Natural Sciences, Earth Sciences, Soil Sciences +15

Downscaling of soil moisture products using deep learning: Comparison and analysis on Tibetan Plateau

Hongfei Zhao, Jie Li, Qiangqiang Yuan et al. · Journal of Hydrology · 2022 · 88 citations

Agriculture, Earth Sciences, Soil Sciences +9

Mask R-CNN based automated identification and extraction of oil well sites

Hongjie He, Hongzhang Xu, Ying Zhang et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 72 citations · Full text

Computing, Earth Sciences, Geoinformatics +14

A comparative study of loss functions for road segmentation in remotely sensed road datasets

Hongzhang Xu, Hongjie He, Ying Zhang et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 60 citations · Full text

Computing, Computer Science, Computer Vision +12