Mapping PM2.5 distribution in China by fusing station measurements and satellite observation. - Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2016)

Deep Learning for Ground-Level PM2.5 Prediction from Satellite Remote Sensing Data. - Tongwen Li; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (IGARSS, 2018)

Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental U.S. - Hongzhang Xu; Qiangqiang Yuan; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001; Hongtao Jiang (Remote. Sens., 2018)

Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model. - Shuwen Li; Qiangqiang Yuan; Linwei Yue; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach. - Jiwen Wang; Qiangqiang Yuan; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016. - Yuan Wang 024; Qiangqiang Yuan; Haotian Wang; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S. - Hongzhang Xu; Qiangqiang Yuan; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (IGARSS, 2019)

Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations. - Qiangqiang Yuan; Shuwen Li; Linwei Yue; Tongwen Li; Huanfeng Shen; Liangpei Zhang 001 (Remote. Sens., 2019)

Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China. - Yuan Wang 024; Qiangqiang Yuan; Ruixue Xiao; Tongwen Li; Liangpei Zhang 001 (IGARSS, 2020)

Remote Sensing Estimation of Regional NO2 via Space-Time Neural Networks. - Tongwen Li; Yuan Wang 024; Qiangqiang Yuan (Remote. Sens., 2020)

A Validation Approach Considering the Uneven Distribution of Ground Stations for Satellite-Based PM2.5 Estimation. - Tongwen Li; Huanfeng Shen; Chao Zeng 001; Qiangqiang Yuan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Estimating daily full-coverage surface ozone concentration using satellite observations and a spatiotemporally embedded deep learning approach. - Tongwen Li; Xiao Cheng (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Hourly PM2.5 Concentration Monitoring With Spatiotemporal Continuity by the Fusion of Satellite and Station Observations. - Jingan Wu; Tongwen Li; Chengyue Zhang; Qing Cheng 002; Huanfeng Shen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Ground-level ozone estimation based on geo-intelligent machine learning by fusing in-situ observations, remote sensing data, and model simulation data. - Jiajia Chen; Huanfeng Shen; Xinghua Li 002; Tongwen Li; Ying Wei (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Fusing Landsat 8 and Sentinel-2 data for 10-m dense time-series imagery using a degradation-term constrained deep network. - Jingan Wu; Liupeng Lin; Tongwen Li; Qing Cheng 002; Chi Zhang; Huanfeng Shen (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Deriving gapless CO2 concentrations using a geographically weighted neural network: China, 2014-2020. - Lingfeng Zhang; Tongwen Li; Jingan Wu (Int. J. Appl. Earth Obs. Geoinformation, 2022)

An attention mechanism based convolutional network for satellite precipitation downscaling over China. - Yinghong Jing; Liupeng Lin; Xinghua Li 002; Tongwen Li; Huanfeng Shen (CoRR, 2022)

Cascaded Downscaling-Calibration Networks for Satellite Precipitation Estimation. - Yinghong Jing; Liupeng Lin; Xinghua Li 002; Tongwen Li; Huanfeng Shen (IEEE Geosci. Remote. Sens. Lett., 2022)

A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅. - Tongwen Li; Huanfeng Shen; Qiangqiang Yuan; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

An Enhanced Geographically and Temporally Weighted Neural Network for Remote Sensing Estimation of Surface Ozone. - Tongwen Li; Jingan Wu; Jiajia Chen; Huanfeng Shen (IEEE Trans. Geosci. Remote. Sens., 2022)

A self-adaptive wildfire detection algorithm by fusing physical and deep learning schemes. - Shuting Jin; Tianxing Wang 001; Huabing Huang; Xiaopo Zheng; Tongwen Li; Zhou Guo (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Inter-comparison and evaluation of global satellite XCO 2 products. - Hongji Yang; Tongwen Li; Jingan Wu; Lingfeng Zhang (Geo spatial Inf. Sci., 2025)