梁顺林｜武汉大学｜学者主页

2026

Joint estimation of global daily 1 km surface radiation budget components from MODIS observations (2000−2023) using conservation-constrained deep neural networks

Jiang-Lei Xu, Shunlin Liang, Han Ma, Yongzhe Chen, Wen-Yuan Li, Yi-Chuan Ma, Xiang Zhao, Bo Jiang, Xiaotong Zhang, Shi-Kang Guan

Remote Sensing of Environment

DOI

2026

Generating an annual 30 m rice cover product for monsoon Asia (2018–2023) using harmonized Landsat and Sentinel-2 data and the NASA-IBM geospatial foundation model

Husheng Fang, Shunlin Liang, Wen-Yuan Li, Yongzhe Chen, Han Ma, Jiang-Lei Xu, Yi-Chuan Ma, Tao He, Feng Tian, Fengjiao Zhang, Hui Liang

Remote Sensing of Environment

DOI

2026

Reply to: The size of tropical vegetation gross primary production

Jie Tian, Xiaojuan Huang, Hui-Lin Chen, Jing-Ming Chen, P. Ciais, Maarten Krol, Shunlin Liang, S. Piao, Jin Wu, Jing-Feng Xiao, Xiu-Zhi Chen, Wen-Ping Yuan

Nature

DOI

2026

China’s net-zero budget

Zhu Liu, Pi-Yu Ke, Zhu Deng, P. Ciais, R. Andrew, Ana Bastos, Yan Bai, J. Canadell, Dabo Guan, Xinyu Dou, S. Davis, Fangfang Dai, P. Friedlingstein, Xiao-Ting Huang, Yifan Hu, Robert B. Jackson, G. Janssens-Maenhout, Matthew W. Jones, Daniel M. Kammen, Yun Li, Tao Li, Shunlin Liang, Laibao Liu, B. Poulter, Glen P. Peters, S. Sitch, Lixin Wang, Wei Wei, Feng-Ming Xi, Xiao-Fan Gui, Jiang Bian, Yuan Wang, Jinjun Xue, Jin-Yue Yan, Xu Yue, Ning Zhang, Xian Zhang, Xiao-Ling Zhang, Yong-Long Lu, H. Schellnhuber, Xiao-Ye Zhang, M. Dai, Pengfeng Gong, Ke-Bin He, Guang-Qian Wang

Nature Reviews Earth & Environment

DOI

2026

Monitoring sub-canopy inundation dynamics in global croplands: An unexplored application of SWOT satellite data

Yong-Zhe Chen, Shunlin Liang, Huanjun Liu, Phuping Sucharitakul, Xue-Jing Leng, Husheng Fang, Wen-Yuan Li, Han Ma, Jiang-Lei Xu, Yi-Chuan Ma, Lichang Yin

Agricultural Water Management

DOI

2026

Mapping paddy rice cropping intensity and planting dates in Monsoon Asia at 20 m resolution during 2018‒2021 from multi-source satellite data

Yongzhe Chen, Shunlin Liang, Jia Liu, Han Ma, Wen-Yuan Li, Phuping Sucharitakul, Ning Luo, Zhong-Xin Chen, Husheng Fang, Fengjiao Zhang, Jiang-Lei Xu

Journal of remote sensing

DOI

2025

A novel approach for estimating evapotranspiration by considering topographic effects in radiation over mountainous terrain

Yixiao Zhang, Tao He, Shunlin Liang, Yichuan Ma, Yunjun Yao

Agricultural And Forest Meteorology，Vol. 366

DOI

2025

AgriFM: A Multi-source Temporal Remote Sensing Foundation Model for Crop Mapping

Wen-Yuan Li, Shunlin Liang, Keyan Chen, Yongzhe Chen, Han Ma, Jiang-Lei Xu, Yi-Chuan Ma, Shi-Kang Guan, Husheng Fang, Zhen-Wei Shi

arXiv.org

DOI

2025

Fine-grained Hierarchical Crop Type Classification from Integrated Hyperspectral EnMAP Data and Multispectral Sentinel-2 Time Series: A Large-scale Dataset and Dual-stream Transformer Method

Wen-Yuan Li, Shunlin Liang, Yu-Xiang Zhang, Liqin Liu, Keyan Chen, Yongzhe Chen, Han Ma, Jiang-Lei Xu, Yi-Chuan Ma, Shi-Kang Guan, Zhen-Wei Shi

arXiv.org

DOI

2025

Adaptive Transformer for Multitemporal Thick Cloud Reconstruction With Low-Intensity Reference

Yu Zhang, Hairong Tang, Peng Zhang, Kai Yu, Shunlin Liang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Remote Sensing and Critical Slowing Down Modeling Reveal Vegetation Resilience in the Three Gorges Reservoir Area, China

Liangliang Zhang, Nan Yang, Bing Zhao, Jun Xie, Xiao-fei Sun, Shunlin Liang, Huai-Yong Shao, Jinhui Wu

Remote Sensing

DOI

2025

Significant Topographic Impacts on Moderate-Resolution Satellite Products: Evidence From Both Geostationary and Polar-Orbiting Satellites and Model Simulations

Yi-Chuan Ma, Shunlin Liang, Tao He, Wanshan Peng

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Generation of global 1 km daily land surface–air temperature difference and sensible heat flux products from 2000 to 2020

Hui Liang, Shunlin Liang, Bo Jiang, Tao He, Feng Tian, Han Ma, Jiang-Lei Xu, Wen-Yuan Li, Yi-Chuan Ma, Fengjiao Zhang, Husheng Fang

Earth System Science Data

DOI

2025

Optimal spatiotemporal thinning schemes combined with wood vaulting could maximize the forest biomass carbon sink in China

Yong-Zhe Chen, Xiao-Ling Feng, Yuan-Yuan Huang, Shunlin Liang, Lijuan Wang, Haozhi Ma, Zhen Gao, Lin-Hai Cheng, Phuping Sucharitakul, Jun-Ze Zhang, J. Xia, W. Yuan, Bo-Jie Fu

Communications Earth & Environment

DOI

2025

A universal physically-based topographic correction framework for high-resolution optical satellite data

Yi-Chuan Ma, Shunlin Liang, Wanshan Peng, Tao He, Han Ma, Yongzhe Chen, Wen-Yuan Li, Jiang-Lei Xu, Shi-Kang Guan

Isprs Journal of Photogrammetry and Remote Sensing

DOI

2025

A review of crop yield estimation on pixel and field scales from remotely sensed data

Fengjiao Zhang, Shunlin Liang, Han Ma, Wen-Yuan Li, Yongzhe Chen, Tao He, Feng Tian, Jiang-Lei Xu, Husheng Fang, Hui Liang, Yi-Chuan Ma, Aolin Jia, Yu-Xiang Zhang

Science of Remote Sensing

DOI

2025

Monthly 0.05° winter months snow depth dataset for the Northern Hemisphere from 21 CMIP6 models

Shiqiu Lin, Xiaona Chen, Shunlin Liang, Yangxiaoyue Liu, Yu Li, Huan Li

Scientific Data

DOI

2024

Improving crop yield estimation by unified model parameters and state variable with Bayesian inference

Jianjian Song, Jianxi Huang, Hai Huang, Guilong Xiao, Xuecao Li, Li Li, Wei Su, Wenbin Wu, Peng Yang, Shunlin Liang

Agricultural And Forest Meteorology，Vol. 355

DOI

2024

Multimodel ensemble estimation of Landsat-like global terrestrial latent heat flux using a generalized deep CNN-LSTM integration algorithm

Xiaozheng Guo, Yunjun Yao, Qingxin Tang, Shunlin Liang, Changliang Shao, Joshua B. Fisher, Jiquan Chen, Kun Jia, Xiaotong Zhang, Ke Shang, Junming Yang, Ruiyang Yu, Zijing Xie, Lu Liu, Jing Ning, Lilin Zhang

Agricultural And Forest Meteorology，Vol. 349

DOI

2024

Estimation of Near-Surface Ozone Concentration Across China and Its Spatiotemporal Variations During the COVID-19 Pandemic

Shikang Guan, Xiaotong Zhang, Wenbo Zhao, Yanjun Duan, Xinpei Han, Lingfeng Lv, Mengyao Li, Bo Jiang, Yun-Jun Yao, Shunlin Liang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

A comprehensive review of rice mapping from satellite data: Algorithms, product characteristics and consistency assessment

Husheng Fang, Shunlin Liang, Yongzhe Chen, Han Ma, Wen-Yuan Li, Tao He, Feng Tian, Fengjiao Zhang

Science of Remote Sensing

DOI

2024

A long-term high-resolution dataset of grasslands grazing intensity in China

Da-Ju Wang, Qiong-Yan Peng, Xiang-Qian Li, Wen Zhang, Xiaosheng Xia, Zhang-Cai Qin, Peiyang Ren, Shunlin Liang, Wen-Ping Yuan

Scientific Data

DOI

2024

A dataset of 0.05-degree leaf area index in China during 1983–2100 based on deep learning network

Hao Li, Yu-Yu Zhou, Xiang Zhao, Xin Zhang, Shunlin Liang

Scientific Data

DOI

2023

Four-decade response of land surface temperature to urban expansion in Beijing

Yibing Wang, Xianhong Xie, Xiang Zhao, Shunlin Liang, Bowen Zhu, Arken Tursun, Fuxiao Jiang, Yao Liu, Xiaotong Zhang

Agricultural And Forest Meteorology，Vol. 341

DOI

2023

陆表卫星遥感GLASS产品集的研发新进展

梁顺林，陈晓娜，陈琰，程洁，贾坤，江波，李冰，刘强，马晗，宋柳霖，唐伯惠，徐蒋磊，姚云军，袁文平，张晓通，张玉珍，赵祥，周纪

《遥感学报》

2023

Updates on Global LAnd Surface Satellite （GLASS） products suite

Shunlin Liang, Xiaona Chen, Yan Chen, Jie Cheng, Kun Jia, Bo JIANG, Bing LI, Qiang Liu, Han Ma, Liulin SONG, Bo‐Hui Tang, Jianglei Xu, Yunjun Yao, Wenping Yuan, Xiaotong ZHANG, Yuzhen ZHANG, Xiang ZHAO, Ji Ping Zhou

National Remote Sensing Bulletin

DOI

2022

Quantifying the impacts of DEM uncertainty on clear-sky surface shortwave radiation estimation in typical mountainous areas

Yichuan Ma, Tao He, Shunlin Liang, Xiongxin Xiao

Agricultural And Forest Meteorology，Vol. 327

DOI

2022

Trans-Arctic shipping routes expanding faster than the model projections

Yunfeng Cao, Shunlin Liang, Laixiang Sun, Jiping Liu, Xiao Cheng, Dongdong Wang, Yiyu Chen, Meng Yu, Kuishuang Feng

Global Environmental Change-Human And Policy Dimensions，Vol. 730

DOI

2021

Loess Plateau evapotranspiration intensified by land surface radiative forcing associated with ecological restoration

Fuxiao Jiang, Xianhong Xie, Shunlin Liang, Yibing Wang, Bowen Zhu, Xiaotong Zhang, Yuchao Chen

Agricultural And Forest Meteorology，Vol. 311

DOI

2021

DNN-MET: A deep neural networks method to integrate satellite-derived evapotranspiration products, eddy covariance observations and ancillary information

Ke Shang, Yunjun Yao, Shunlin Liang, Yuhu Zhang, Joshua B. Fisher, Jiquan Chen, Shaomin Liu, Ziwei Xu, Yuan Zhang, Kun Jia, Xiaotong Zhang, Junming Yang, Xiangyi Bei, Xiaozheng Guo, Ruiyang Yu, Zijing Xie, Lilin Zhang

Agricultural And Forest Meteorology，Vol. 308

DOI

2021

[Review] Observed and projected changes in global climate zones based on Koppen climate classification

Diyang Cui, Shunlin Liang, Dongdong Wang

Wiley Interdisciplinary Reviews-Climate Change，Vol. 120, No. 30

DOI

2021

中国定量遥感发展的一些思考

梁顺林

《遥感学报》

2021

中国空间地球科学发展现状及未来策略

施建成，郭华东，董晓龙，梁顺林，陈镜明，宫鹏，杨晓峰，程洁，林明森，张鹏，张伟，居为民，刘毅，李增元，赵天杰

《空间科学学报》

2021

A global long term (1981–2019) daily land surface radiation budget product from AVHRR satellite data using a residual convolutional neural network

Jiang-Lei Xu, Shunlin Liang, B. Jiang

DOI

2021

Comment on essd-2021-250

Jiang-Lei Xu, Shunlin Liang, B. Jiang

DOI

2020

Assessing the thermal contributions of urban land cover types

Jiacheng Zhao, Xiang Zhao, Shunlin Liang, Tao Zhou, Xiaozheng Du, Peipei Xu, Donghai Wu

Landscape And Urban Planning，Vol. 2040

DOI

2020

Observed Vegetation Greening and Its Relationships with Cropland Changes and Climate in China

Yuzhen Zhang, Shunlin Liang, Zhigiang Xiao

Land，Vol. 9, No. 8

DOI

2020

2019年中国陆表定量遥感发展综述

梁顺林，白瑞，陈晓娜，程洁，范闻捷，何涛，贾坤，江波，蒋玲梅，焦子锑，刘元波，倪文俭，邱凤，宋柳霖，孙林，唐伯惠，闻建光，吴桂平，谢东辉，姚云军，袁文平，张永光，张玉珍，张云腾，张晓通，赵天杰，赵祥

《遥感学报》

2020

Annual dynamics of global land cover and its long-term changes from 1982 to 2015

Han Liu, Peng Gong, Jie Wang, Nicholas Clinton, Yuqi Bai, Shunlin Liang

Earth system science data

DOI

2019

[Review] Assimilation of remote sensing into crop growth models: Current status and perspectives

Jianxi Huang, Jose L. Gomez-Dans, Hai Huang, Hongyuan Ma, Qingling Wu, Philip E. Lewis, Shunlin Liang, Zhongxin Chen, Jing-Hao Xue, Yantong Wu, Feng Zhao, Jing Wang, Xianhong Xie

Agricultural And Forest Meteorology，Vol. 276

DOI

2019

定量遥感：理念与算法（第二版）

梁顺林

《科学出版社》

2019

发展几何光学遥感建模理论,推动定量遥感科学前行——深切缅怀李小文院士

柳钦火，阎广建，焦子锑，肖青，闻建光，梁顺林，王锦地

《遥感学报》

2019

Recent Third Pole’s Rapid Warming Accompanies Cryospheric Melt and Water Cycle Intensification and Interactions between Monsoon and Environment: Multidisciplinary Approach with Observations, Modeling, and Analysis

T. Yao, Yong-Kang Xue, De-Liang Chen, Fa-Hu Chen, L. Thompson, Peng Cui, T. Koike, William K. M. Lau, D. Lettenmaier, V. Mosbrugger, Ren-He Zhang, Bai-Qing Xu, J. Dozier, Thomas W Gillespie, Yu Gu, Shi-Chang Kang, S. Piao, Shiori Sugimoto, K. Ueno, Lei Wang, Wei-Cai Wang, Fan Zhang, Yongwei Sheng, Weidong Guo, Ailikun, Xiao-Xin Yang, Yaoming Ma, Samuel S. P. Shen, Zhong-Bo Su, Fei Chen, Shunlin Liang, Yimin Liu, Vijay P. Singh, Kun Yang, Da-Qing Yang, Xin-Quan Zhao, Yun Qian, Yu Zhang, Qian Li

Bulletin of The American Meteorological Society - (BAMS)

DOI

2019

Retrieval of Global Orbit Drift Corrected Land Surface Temperature from Long-term AVHRR Data

Xiangyang Liu, Bo‐Hui Tang, Guangjian Yan, Zhao-Liang Li, Shunlin Liang

Remote Sensing

DOI

2019

Editorial for Special Issue: “Remotely Sensed Albedo”

Jean‐Louis Roujean, Shunlin Liang, Tao He

Remote Sensing

DOI

2019

Mapping Climatological Bare Soil Albedos over the Contiguous United States Using MODIS Data

Tao He, Feng Gao A, Shunlin Liang, Yi Peng

Remote Sensing

DOI

2019

Evaluating the Spatial Representativeness of the MODerate Resolution Image Spectroradiometer Albedo Product (MCD43) at AmeriFlux Sites

Hongmin Zhou, Shunlin Liang, Tao He, Jindi Wang, Yanchen Bo, Dongdong Wang

Remote Sensing

DOI

2019

Remote sensing of earth’s energy budget: synthesis and review

Shunlin Liang, Dongdong Wang, Tao He, Yunyue Yu

International Journal of Digital Earth

DOI

2018

Comprehensive evaluation of empirical algorithms for estimating land surface evapotranspiration

Corinne Carter, Shunlin Liang

Agricultural And Forest Meteorology，Vol. 256

DOI

2018

Land Surface Air Temperature Data Are Considerably Different Among BEST‐LAND, CRU‐TEM4v, NASA‐GISS, and NOAA‐NCEI

Yuhan Douglas Rao, Shunlin Liang, Yunyue Yu

Journal of Geophysical Research Atmospheres

DOI

2018

Recent Progress in Quantitative Land Remote Sensing in China

Shunlin Liang, Jiancheng Shi, Guangjian Yan

Remote Sensing

DOI

2017

Evaluation of four long time-series global leaf area index products

Zhiqiang Xiao, Shunlin Liang, Bo Jiang

Agricultural And Forest Meteorology，Vol. 246

DOI

2017

Improving global terrestrial evapotranspiration estimation using support vector machine by integrating three process-based algorithms

Yunjun Yao, Shunlin Liang, Xianglan Li, Jiquan Chen, Shaomin Liu, Kun Jia, Xiaotong Zhang, Zhiqiang Xiao, Joshua B. Fisher, Qiaozhen Mu, Ming Pan, Meng Liu, Jie Cheng, Bo Jiang, Xianhong Xie, Thomas Gruenwald, Christian Bernhofer, Olivier Roupsard

Agricultural And Forest Meteorology，Vol. 242

DOI

2017

全球变化遥感产品的生产与应用

梁顺林

2016

Assessment and simulation of global terrestrial latent heat flux by synthesis of CMIP5 climate models and surface eddy covariance observations

Yunjun Yao, Shunlin Liang, Xianglan Li, Shaomin Liu, Jiquan Chen, Xiaotong Zhang, Kun Jia, Bo Jiang, Xianhong Xie, Simon Munier, Meng Liu, Jian Yu, Anders Lindroth, Andrej Varlagin, Antonio Raschi, Asko Noormets, Casimiro Pio, Georg Wohlfahrt, Ge Sun, Jean-Christophe Domec, Leonardo Montagnani, Magnus Lund, Moors Eddy, Peter D. Blanken, Thomas Gruenwald, Sebastian Wolf, Vincenzo Magliulo

Agricultural And Forest Meteorology，Vol. 223

DOI

2016

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

Jianxi Huang, Fernando Sedano, Yanbo Huang, Hongyuan Ma, Xinlu Li, Shunlin Liang, Liyan Tian, Xiaodong Zhang, Jinlong Fan, Wenbin Wu

Agricultural And Forest Meteorology，Vol. 216

DOI

2016

全球气候数据集生成及气候变化应用研究

梁顺林，唐世浩，张杰，徐冰，程洁，程晓，宫鹏，贾坤，江波，李爱农，刘素红，邱红，肖志强，谢先红，杨军，杨俊刚，姚云军，于贵瑞，张晓通，赵祥

《遥感学报》

2016

陆表定量遥感反演方法的发展新动态

梁顺林，程洁，贾坤，江波，刘强，刘素红，肖志强，谢先红，姚云军，袁文平，张晓通，赵祥

《遥感学报》

2016

全球陆表特征参量数据产品生成技术

梁顺林

《科技资讯》

2016

全球陆表特征参量产品生成系统与产品生产

梁顺林，赵祥，肖志强

《科技资讯》

2015

Empirical estimation of daytime net radiation from shortwave radiation and ancillary information

Bo Jiang, Yi Zhang, Shunlin Liang, Georg Wohlfahrt, Altaf Arain, Alessandro Cescatti, Teodoro Georgiadis, Kun Jia, Gerard Kiely, Magnus Lund, Leonardo Montagnani, Vincenzo Magliulo, Penelope Serrano Ortiz, Walter Oechel, Francesco Primo Vaccari, Yunjun Yao, Xiaotong Zhang

Agricultural And Forest Meteorology，Vol. 211

DOI

2015

Time-lag effects of global vegetation responses to climate change

Donghai Wu, Xiang Zhao, Shunlin Liang, Tao Zhou, Kaicheng Huang, Bijian Tang, Wenqian Zhao

Global Change Biology，Vol. 210, No. 90

DOI

2015

Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model

Jianxi Huang, Liyan Tian, Shunlin Liang, Hongyuan Ma, Inbal Becker-Reshef, Yanbo Huang, Wei Su, Xiaodong Zhang, Dehai Zhu, Wenbin Wu

Agricultural And Forest Meteorology，Vol. 204

DOI

2015

Detection and attribution of changes in hydrological cycle over the Three-North region of China: Climate change versus afforestation effect

Xianhong Xie, Shunlin Liang, Yunjun Yao, Kun Jia, Shanshan Meng, Jing Li

Agricultural And Forest Meteorology，Vol. 203

DOI

2015

忆小文师兄点滴事

梁顺林

《中国教师》

2014

Changes in forest biomass and linkage to climate and forest disturbances over Northeastern China

Yuzhen Zhang, Shunlin Liang

Global Change Biology，Vol. 200, No. 80

DOI

2014

GLASS叶面积指数产品验证

向阳，肖志强，梁顺林，王锦地，宋金玲

《遥感学报》

2013

[Review] The role of satellite remote sensing in climate change studies

Jun Yang, Peng Gong, Rong Fu, Minghua Zhang, Jingming Chen, Shunlin Liang, Bing Xu, Jiancheng Shi, Robert Dickinson

Nature Climate Change，Vol. 30, No. 100

DOI

2013

Estimation of gross primary production over the terrestrial ecosystems in China

Xianglan Li, Shunlin Liang, Guirui Yu, Wenping Yuan, Xiao Cheng, Jiangzhou Xia, Tianbao Zhao, Jinming Feng, Zhuguo Ma, Mingguo Ma, Shaomin Liu, Jiquan Chen, Changliang Shao, Shenggong Li, Xudong Zhang, Zhiqiang Zhang, Shiping Chen, Takeshi Ohta, Andrej Varlagin, Akira Miyata, Kentaro Takagi, Nobuko Saiqusa, Tomomichi Kato

Ecological Modelling，Vol. 261

DOI

2013

MODIS-driven estimation of terrestrial latent heat flux in China based on a modified Priestley-Taylor algorithm

Yunjun Yao, Shunlin Liang, Jie Cheng, Shaomin Liu, Joshua B. Fisher, Xudong Zhang, Kun Jia, Xiang Zhao, Qiming Qing, Bin Zhao, Shijie Han, Guangsheng Zhou, Guoyi Zhou, Yuelin Li, Shaohua Zhao

Agricultural And Forest Meteorology，Vol. 171

DOI

2013

陆面观测、模拟与数据同化

梁顺林

2012

Monitoring surface soil moisture status based on remotely sensed surface temperature and vegetation index information

Liang Sun, Rui Sun, Xiaowen Li, Shunlin Liang, Renhua Zhang

Agricultural And Forest Meteorology，Vol. 166

DOI

2012

Improving model parameter estimation using coupling relationships between vegetation production and ecosystem respiration

Wenping Yuan, Shunlin Liang, Shuguang Liu, Ensheng Weng, Yiqi Luo, David Hollinger, Haicheng Zhang

Ecological Modelling，Vol. 240

DOI

2012

采用DBM方法的时间序列LAI建模与估算

陈平，王锦地，梁顺林

《遥感学报》

2011

基于典型物候特征的MODIS-EVI时间序列数据农作物种植面积提取方法——小区域冬小麦实验研究

潘耀忠，李乐，张锦水，梁顺林，侯东

《遥感学报》

2010

运用动态谐波回归模型对MODIS叶面积指数时间序列产品的分析与预测

江波，梁顺林，王锦地，肖志强

《遥感学报》

2010

作物生长模型同化MODIS反射率方法提取作物叶面积指数

王东伟，王锦地，梁顺林

《中国科学:地球科学》

2009

联合MODIS与MISR遥感数据估算叶面积指数

万华伟，王锦地，梁顺林，秦军

《光谱学与光谱分析》

2009

MISR和MODIS二向性反射数据产品的对比分析

陈永梅，王锦地，梁顺林，王东伟，马斌

《遥感学报》

2009

同化MODIS温度产品估算地表水热通量

徐同仁，刘绍民，秦军，梁顺林

《遥感学报》

2009

定量遥感

梁顺林

《科学出版社》

2009

基于自回归神经网络的时间序列叶面积指数估算

柴琳娜，屈永华，张立新，梁顺林，王锦地

《地球科学进展》

2008

Retrieval of canopy biophysical variables from remote sensing data using contextual information

肖志强，王锦地，梁顺林，屈永华，万华伟

Journal of Central South University

2007

基于MODIS数据的中国陆面制图:方法软件和数据产品(英文)

刘荣高，刘纪远，梁顺林，陈镜明，庄大方

《遥感学报》

2007

高光谱遥感数据的改正暗目标大气校正方法研究

赵祥，梁顺林，刘素红，王锦地，秦军，厉青，李小文

《中国科学:地球科学》

2005

集合卡曼滤波在遥感反演地表参数中的应用——以核驱动模型反演BRDF为例

秦军，阎广建，刘绍民，梁顺林，张颢，王锦地，李小文

《中国科学:地球科学》

2005

遥感信息与作物生长模式的结合方法和应用——研究进展

赵艳霞，周秀骥，梁顺林

《自然灾害学报》

2003

Quantitative Remote Sensing of Land Surfaces

Shunlin Liang

Wiley-Interscience

2002

典型地物波谱库的数据体系与波谱模拟

苏理宏，李小文，梁顺林，王锦地

《地球信息科学学报》

1990

波段组合的解析几何分析

梁顺林，黄强，胡珏

《遥感学报》

1989

遥感可见光波段的水体透视深度研究

梁顺林，陈丙咸

《南京大学学报(自然科学)》

1989

航天遥感数据流的机理分析及其数学定模

梁顺林

《遥感技术与应用》

1988

可见光波段的水体透视深度研究

梁顺林，陈丙咸

《海洋学研究》

1986

可见光遥感的水面辐射传输模型研究

梁顺林，陈丙咸

《海洋学研究》

1986

水深遥感方法研究

梁顺林

《遥感信息》

DeepPhysiNet ：将深度学习和大气物理连接起来，

Wen-Yuan Li, Zi-Li Liu, Keyan Chen, Hao Chen, Shunlin Liang, Zhengxia Zou, Zhenwei Shi

精选作品

期刊论文

Joint estimation of global daily 1 km surface radiation budget components from MODIS observations (2000−2023) using conservation-constrained deep neural networks

Generating an annual 30 m rice cover product for monsoon Asia (2018–2023) using harmonized Landsat and Sentinel-2 data and the NASA-IBM geospatial foundation model

Reply to: The size of tropical vegetation gross primary production

China’s net-zero budget

Monitoring sub-canopy inundation dynamics in global croplands: An unexplored application of SWOT satellite data

Mapping paddy rice cropping intensity and planting dates in Monsoon Asia at 20 m resolution during 2018‒2021 from multi-source satellite data

A novel approach for estimating evapotranspiration by considering topographic effects in radiation over mountainous terrain

AgriFM: A Multi-source Temporal Remote Sensing Foundation Model for Crop Mapping

Fine-grained Hierarchical Crop Type Classification from Integrated Hyperspectral EnMAP Data and Multispectral Sentinel-2 Time Series: A Large-scale Dataset and Dual-stream Transformer Method

Adaptive Transformer for Multitemporal Thick Cloud Reconstruction With Low-Intensity Reference

Remote Sensing and Critical Slowing Down Modeling Reveal Vegetation Resilience in the Three Gorges Reservoir Area, China

Significant Topographic Impacts on Moderate-Resolution Satellite Products: Evidence From Both Geostationary and Polar-Orbiting Satellites and Model Simulations

Generation of global 1 km daily land surface–air temperature difference and sensible heat flux products from 2000 to 2020

Optimal spatiotemporal thinning schemes combined with wood vaulting could maximize the forest biomass carbon sink in China

A universal physically-based topographic correction framework for high-resolution optical satellite data

A review of crop yield estimation on pixel and field scales from remotely sensed data

Monthly 0.05° winter months snow depth dataset for the Northern Hemisphere from 21 CMIP6 models

Improving crop yield estimation by unified model parameters and state variable with Bayesian inference

Multimodel ensemble estimation of Landsat-like global terrestrial latent heat flux using a generalized deep CNN-LSTM integration algorithm

Estimation of Near-Surface Ozone Concentration Across China and Its Spatiotemporal Variations During the COVID-19 Pandemic

A comprehensive review of rice mapping from satellite data: Algorithms, product characteristics and consistency assessment

A long-term high-resolution dataset of grasslands grazing intensity in China

A dataset of 0.05-degree leaf area index in China during 1983–2100 based on deep learning network

Four-decade response of land surface temperature to urban expansion in Beijing

陆表卫星遥感GLASS产品集的研发新进展

Updates on Global LAnd Surface Satellite （GLASS） products suite

Quantifying the impacts of DEM uncertainty on clear-sky surface shortwave radiation estimation in typical mountainous areas

Trans-Arctic shipping routes expanding faster than the model projections

Loess Plateau evapotranspiration intensified by land surface radiative forcing associated with ecological restoration

DNN-MET: A deep neural networks method to integrate satellite-derived evapotranspiration products, eddy covariance observations and ancillary information

[Review] Observed and projected changes in global climate zones based on Koppen climate classification

中国定量遥感发展的一些思考

中国空间地球科学发展现状及未来策略

A global long term (1981–2019) daily land surface radiation budget product from AVHRR satellite data using a residual convolutional neural network

Comment on essd-2021-250

Assessing the thermal contributions of urban land cover types

Observed Vegetation Greening and Its Relationships with Cropland Changes and Climate in China

2019年中国陆表定量遥感发展综述

Annual dynamics of global land cover and its long-term changes from 1982 to 2015

[Review] Assimilation of remote sensing into crop growth models: Current status and perspectives

定量遥感：理念与算法 （第二版）

发展几何光学遥感建模理论,推动定量遥感科学前行——深切缅怀李小文院士

Recent Third Pole’s Rapid Warming Accompanies Cryospheric Melt and Water Cycle Intensification and Interactions between Monsoon and Environment: Multidisciplinary Approach with Observations, Modeling, and Analysis

Retrieval of Global Orbit Drift Corrected Land Surface Temperature from Long-term AVHRR Data

Editorial for Special Issue: “Remotely Sensed Albedo”

Mapping Climatological Bare Soil Albedos over the Contiguous United States Using MODIS Data

Evaluating the Spatial Representativeness of the MODerate Resolution Image Spectroradiometer Albedo Product (MCD43) at AmeriFlux Sites

Remote sensing of earth’s energy budget: synthesis and review

Comprehensive evaluation of empirical algorithms for estimating land surface evapotranspiration

Land Surface Air Temperature Data Are Considerably Different Among BEST‐LAND, CRU‐TEM4v, NASA‐GISS, and NOAA‐NCEI

Recent Progress in Quantitative Land Remote Sensing in China

Evaluation of four long time-series global leaf area index products

Improving global terrestrial evapotranspiration estimation using support vector machine by integrating three process-based algorithms

全球变化遥感产品的生产与应用

Assessment and simulation of global terrestrial latent heat flux by synthesis of CMIP5 climate models and surface eddy covariance observations

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

全球气候数据集生成及气候变化应用研究

陆表定量遥感反演方法的发展新动态

全球陆表特征参量数据产品生成技术

全球陆表特征参量产品生成系统与产品生产

Empirical estimation of daytime net radiation from shortwave radiation and ancillary information

Time-lag effects of global vegetation responses to climate change

Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model

Detection and attribution of changes in hydrological cycle over the Three-North region of China: Climate change versus afforestation effect

忆小文师兄点滴事

Changes in forest biomass and linkage to climate and forest disturbances over Northeastern China

GLASS叶面积指数产品验证

[Review] The role of satellite remote sensing in climate change studies

Estimation of gross primary production over the terrestrial ecosystems in China

MODIS-driven estimation of terrestrial latent heat flux in China based on a modified Priestley-Taylor algorithm

陆面观测、模拟与数据同化

Monitoring surface soil moisture status based on remotely sensed surface temperature and vegetation index information

Improving model parameter estimation using coupling relationships between vegetation production and ecosystem respiration

采用DBM方法的时间序列LAI建模与估算

基于典型物候特征的MODIS-EVI时间序列数据农作物种植面积提取方法——小区域冬小麦实验研究

运用动态谐波回归模型对MODIS叶面积指数时间序列产品的分析与预测

作物生长模型同化MODIS反射率方法提取作物叶面积指数

联合MODIS与MISR遥感数据估算叶面积指数

定量遥感：理念与算法（第二版）