Hongzhang Xu

Deep learning in environmental remote sensing: Achievements and challenges

Qiangqiang Yuan, Huanfeng Shen, Tongwen Li et al. · Remote Sensing of Environment · 2020 · 1.5K citations

Hydrologic Remote Sensing, Convolutional Neural Network, Engineering +4

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 · 121 citations · Full text

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 · 81 citations

Precision Agriculture, Engineering, Drought +8

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 · 63 citations · Full text

Convolutional Neural Network, Engineering, Feature Detection +19

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 · 55 citations · Full text