Tongwen Li

Tongwen Li

Sun Yat-Sen University

H-index: 25

Asia-China

About Tongwen Li

Tongwen Li, With an exceptional h-index of 25 and a recent h-index of 25 (since 2020), a distinguished researcher at Sun Yat-Sen University, specializes in the field of Remote sensing of atmospheric environment, Deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-sensor integrated mapping of global XCO2 from 2015 to 2021 with a local random forest model

An optimized semi-empirical physical approach for satellite-based PM retrieval: embedding machine learning to simulate complex physical parameters

Joint estimation of PM2. 5 and O3 over China using a knowledge-informed neural network

Generating daily high-resolution and full-coverage XCO2 across China from 2015 to 2020 based on OCO-2 and CAMS data

Air Temperature Estimation in the Yangtze River Economic Zone Using Geographically and Temporally Neural Networks

Inter-comparison and evaluation of global satellite XCO2 products

Generating Sentinel-2 all-band 10-m data by sharpening 20/60-m bands: A hierarchical fusion network

Seamless mapping of long-term (2010–2020) daily global XCO and XCH from the Greenhouse Gases Observing Satellite (GOSAT), Orbiting Carbon Observatory …

Tongwen Li Information

University

Position

(Personal homepage: https://tongwenli.github.io/)

Citations(all)

3153

Citations(since 2020)

3116

Cited By

783

hIndex(all)

25

hIndex(since 2020)

25

i10Index(all)

40

i10Index(since 2020)

40

Email

University Profile Page

Sun Yat-Sen University

Google Scholar

View Google Scholar Profile

Tongwen Li Skills & Research Interests

Remote sensing of atmospheric environment

Deep learning

Top articles of Tongwen Li

Title

Journal

Author(s)

Publication Date

Multi-sensor integrated mapping of global XCO2 from 2015 to 2021 with a local random forest model

ISPRS Journal of Photogrammetry and Remote Sensing

Jiabin Chen

Ruohua Hu

Leyan Chen

Zihao Liao

Linlin Che

...

2024/2/1

An optimized semi-empirical physical approach for satellite-based PM retrieval: embedding machine learning to simulate complex physical parameters

Geoscientific Model Development

Caiyi Jin

Qiangqiang Yuan

Tongwen Li

Yuan Wang

Liangpei Zhang

2023/7/24

Joint estimation of PM2. 5 and O3 over China using a knowledge-informed neural network

Geoscience Frontiers

Tongwen Li

Qianqian Yang

Yuan Wang

Jingan Wu

2023/3/1

Generating daily high-resolution and full-coverage XCO2 across China from 2015 to 2020 based on OCO-2 and CAMS data

Science of The Total Environment

Tongwen Li

Jingan Wu

Tianxing Wang

2023/10/1

Air Temperature Estimation in the Yangtze River Economic Zone Using Geographically and Temporally Neural Networks

Geomatics and Information Science of Wuhan University

Yun JIANG

Tongwen LI

Qing CHENG

Huanfeng SHEN

2023/2/5

Inter-comparison and evaluation of global satellite XCO2 products

Geo-spatial Information Science

Hongji Yang

Tongwen Li

Jingan Wu

Lingfeng Zhang

2023/9/10

Generating Sentinel-2 all-band 10-m data by sharpening 20/60-m bands: A hierarchical fusion network

ISPRS Journal of Photogrammetry and Remote Sensing

Jingan Wu

Liupeng Lin

Chi Zhang

Tongwen Li

Xiao Cheng

...

2023/2/1

Seamless mapping of long-term (2010–2020) daily global XCO and XCH from the Greenhouse Gases Observing Satellite (GOSAT), Orbiting Carbon Observatory …

Earth System Science Data

Yuan Wang

Qiangqiang Yuan

Tongwen Li

Yuanjian Yang

Siqin Zhou

...

2023/8/10

A new perspective to satellite-based retrieval of ground-level air pollution: Simultaneous estimation of multiple pollutants based on physics-informed multi-task learning

Science of The Total Environment

Qianqian Yang

Qiangqiang Yuan

Meng Gao

Tongwen Li

2023/1/20

Global estimates of gap-free and fine-scale CO2 concentrations during 2014–2020 from satellite and reanalysis data

Environment International

Lingfeng Zhang

Tongwen Li

Jingan Wu

Hongji Yang

2023/8/1

An attention mechanism based convolutional network for satellite precipitation downscaling over China

Journal of Hydrology

Yinghong Jing

Liupeng Lin

Xinghua Li

Tongwen Li

Huanfeng Shen

2022/10

An enhanced geographically and temporally weighted neural network for remote sensing estimation of surface ozone

IEEE Transactions on Geoscience and Remote Sensing

Tongwen Li

Jingan Wu

Jiajia Chen

Huanfeng Shen

2022/6/29

Reconstructing global PM2. 5 monitoring dataset from OpenAQ using a two-step spatio-temporal model based on SES-IDW and LSTM

Environmental Research Letters

Siyu Tan

Yuan Wang

Qiangqiang Yuan

Li Zheng

Tongwen Li

...

2022/2/22

Performance comparison of Fengyun-4A and Himawari-8 in PM2. 5 estimation in China

Atmospheric Environment

Yuqing Hu

Chao Zeng

Tongwen Li

Huanfeng Shen

2022/2/15

Investigating the spatio-temporal variation of vegetation water content in the western United States by blending GNSS-IR, AMSR-E, and AMSR2 observables using machine learning …

Science of Remote Sensing

Shuwen Li

Han Jing

Qiangqiang Yuan

Linwei Yue

Tongwen Li

2022/12/1

Global spatiotemporal estimation of daily high-resolution surface carbon monoxide concentrations using Deep Forest

Journal of Cleaner Production

Yuan Wang

Qiangqiang Yuan

Tongwen Li

Liye Zhu

2022/5/20

Ground-level ozone estimation based on geo-intelligent machine learning by fusing in-situ observations, remote sensing data, and model simulation data

International Journal of Applied Earth Observation and Geoinformation

Jiajia Chen

Huanfeng Shen

Xinghua Li

Tongwen Li

Ying Wei

2022/8/1

Deriving gapless CO2 concentrations using a geographically weighted neural network: China, 2014–2020

International Journal of Applied Earth Observation and Geoinformation

Lingfeng Zhang

Tongwen Li

Jingan Wu

2022/11/1

Fusing Landsat 8 and Sentinel-2 data for 10-m dense time-series imagery using a degradation-term constrained deep network

International journal of applied earth observation and geoinformation

Jingan Wu

Liupeng Lin

Tongwen Li

Qing Cheng

Chi Zhang

...

2022/4/1

Remote sensing estimation of surface PM2. 5 concentrations using a deep learning model improved by data augmentation and a particle size constraint

Atmospheric Environment

Shunchao Yin

Tongwen Li

Xiao Cheng

Jingan Wu

2022/10/15

See List of Professors in Tongwen Li University(Sun Yat-Sen University)

Co-Authors

H-index: 128
zhang liangpei

zhang liangpei

Wuhan University

H-index: 72
Huanfeng Shen

Huanfeng Shen

Wuhan University

H-index: 51
Qiangqiang Yuan

Qiangqiang Yuan

Wuhan University

H-index: 32
Xiao cheng

Xiao cheng

Sun Yat-Sen University

H-index: 27
Xinghua Li

Xinghua Li

Wuhan University

H-index: 13
Zhiwei Li (李志伟)

Zhiwei Li (李志伟)

Wuhan University

academic-engine