Yan Jia

Pan-tropical soil moisture mapping based on a three-layer model from CYGNSS GNSS-R data

Qingyun Yan, Weimin Huang, Shuanggen Jin et al. · Remote Sensing of Environment · 2020 · 185 citations

Soil Property, Engineering, Soil Modeling +9

From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping

Yan Jia, Yinqiang Zheng, Lin Gu et al. · 2017 · 118 citations

Engineering, Machine Learning, Multispectral Imaging +22

Deep Learning-Based Classification Methods for Remote Sensing Images in Urban Built-Up Areas

Wenmei Li, Haiyan Liu, Yu Wang et al. · IEEE Access · 2019 · 115 citations · Full text

Remote Sensing Images, Convolutional Neural Network, Engineering +17

Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network

Wenmei Li, Ziteng Wang, Yu Wang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 115 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

GNSS-R Soil Moisture Retrieval Based on a XGboost Machine Learning Aided Method: Performance and Validation

Yan Jia, Shuanggen Jin, Patrizia Savi et al. · Remote Sensing · 2019 · 112 citations · Full text

Earth Observation, Precision Agriculture, Environmental Monitoring +16