宋立生｜安徽师范大学｜学者主页

2026

Biophysical thresholds reveal north–south asymmetry in urban green space cooling in China

Xingwen Sun, Lisheng Song, Wenfeng Zhan, Zhaowu Yu

Sustainable Cities and Society

DOI

2026

A scattering model-informed deep transfer learning framework for surface soil moisture retrieval

Zuo Wang, J M Chen, Jiangyuan Zeng, Chang Huang, Lisheng Song, Yingying Chen, Liujun Zhu

Remote Sensing of Environment

DOI

2026

Water-Constrained Revegetation Potential in China’s Drylands Using a Multidata Ensemble Approach

Huiqing Lin, Yan Li, Lisheng Song, Shan Sang, Chengcheng Hou, Shuangshuang Zi, Yanxu Liu, Sha Zhou, Changjia Li, Lixin Wang

Journal of Hydrometeorology

DOI

2026

Early forest water stress detection using thermal infrared energy balance modeling during flash drought

Lisheng Song, Zhiwen Guan, Michael Liddell, Bin He, Jingfeng Xiao, Yan Li, Aoxiang Guo, Jianbo Qi, Peipei Xu, Fengman Fang, Kaifang Shi, Dong Chu, Xuguang Tang, Shaomin Liu

Communications Earth & Environment

DOI

2026

Precision mapping of evapotranspiration in arid basins: Spatiotemporal optimization and sensitivity to extreme climate conditions based on multi-mechanism model fusion

Xiang Li, Jinlong Shi, Jianli Ding, Tongren Xu, Lisheng Song, Jinjie Wang, Ziwei Xu, Dongxing Wu, Xinlei He, Yuan Zhang, Zijie Pang, Feihu Xue, Ziyan Xu

Journal of Hydrology

DOI

2026

Development and validation of physically constrained machine learning for improving remote sensing-based evapotranspiration estimation

Jiaxing Wei, Shaomin Liu, Lisheng Song, Pierre Gentine, Bin He, Ziwei Xu, Tongren Xu, Wenbin Zhu, Chen Zheng, Dongxing Wu, Xiang Li Li, Dandan Jiao

Remote Sensing of Environment

DOI

2026

Improved estimation of crop coefficients and water requirements for agronomic crops using a remote sensing modeling approach

Teng Zhang, Dong Chu, Junkang Hu, Michael Liddell, Xiaolong Liu, Liang Sun, Lisheng Song

Irrigation Science

DOI

2026

Mapping field-scale daily evapotranspiration using unbiased spatio-temporal fusion approach over heterogeneous surface

Aoxiang Guo, Sunweiyu Huang, Lisheng Song, Dong Chu, Desheng Liu

GIScience & Remote Sensing

DOI

2026

Decoupling of gross primary productivity and transpiration revealed through a daily remote sensing modelling approach in arid irrigated farmland

Lisheng Song, Zhiwen Guan, Sinuo Tao, Michael J. Liddell, Gengle Zhao, Long Zhao, Shaomin Liu

Agricultural and Forest Meteorology

DOI

2026

A hybrid machine learning and data assimilation framework for penman–monteith evapotranspiration estimation over China

Xiaowen Wu, Xiang Li, Jianli Ding, Shaomin Liu, Tongren Xu, Lisheng Song, Sayed Mohyeddin Bateni, Ziwei Xu, Dongxin Wu, Xinlei He, Jinjie Wang, Rui Liu, Yaxuan Guo

Remote Sensing of Environment

DOI

2025

High water demand limits carbon sink and transpiration in tall forests during extreme drought in Southwest China

Peipei Xu, Yichen Cao, Wei Fang, Wei He, Zuo Wang, Hua Yang, Lisheng Song

Agricultural And Forest Meteorology，Vol. 369

DOI

2025

A benchmark dataset for global evapotranspiration estimation based on FLUXNET2015 from 2000 to 2022

Wangyipu Li, Zhaoyuan Yao, Yifan Qu, Hanbo Yang, Yang Song, Lisheng Song, Lifeng Wu, Yaokui Cui

Earth system science data

DOI

2025

A Robust Framework for Improving Fine-Scale Evapotranspiration Estimation From UAV-Based Multispectral and Thermal Images

Jiaxing Wei, Jingwei Sun, Shaomin Liu, Lisheng Song, Yanfei Ma, Ziwei Xu, Tongren Xu, Ji Ping Zhou, Ziwei Wang, Zhixing Peng, Dongxing Wu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Downscaling CLDAS Land Surface Temperature Using MODIS Data and a Multiattention Multiresidual Super-Resolution Network

Nuo Xu, Zhixiang Yin, Meiling Gao, Junli Li, Lisheng Song, Penghai Wu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Estimation of agricultural flood irrigation water consumption in the Heihe River Basin, China, using satellite based daily land surface evapotranspiration and soil moisture

Lirong Huo, Qiaoyun Xie, Liang Sun, Lisheng Song, Sinuo Tao, Shaomin Liu, Zuo Wang, Yan Li

Journal of Hydrology Regional Studies

DOI

2025

Regional simulation of water-carbon fluxes and winter wheat yield with assimilation of multi-source remote sensing data in the Haihe River Basin

Gangqiang Zhang, Tongren Xu, Shaomin Liu, Lisheng Song, Xiang Li, Xinlei He, Wenting Ming, Ziwei Xu, Jiancheng Wang, Kun Wang

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

Innovative approach for estimating evapotranspiration and gross primary productivity by integrating land data assimilation, machine learning, and multi-source observations

Xinlei He, Shaomin Liu, Sayed M. Bateni, Tongren Xu, Changhyun Jun, Dongkyun Kim, Xin Li, Lisheng Song, Long Zhao, Ziwei Xu, Jiaxing Wei

Agricultural And Forest Meteorology，Vol. 355

DOI

2024

A Two-Step Reconstruction Framework for Mapping Seamless All-Weather Daily Evapotranspiration Using Thermal Infrared Data

Gengle Zhao, Long Zhao, Lisheng Song, Hua Bing Wu, Qiaoyun Xie, Shaomin Liu, Kejia Xue, Sinuo Tao, Penghai Wu, Lingfeng Zhang

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

DOI

2024

A Hybrid Model Coupling Physical Constraints and Machine Learning to Estimate Daily Evapotranspiration in the Heihe River Basin

Xiang Li, Feihu Xue, Jianli Ding, Tongren Xu, Lisheng Song, Zijie Pang, Jinjie Wang, Ziwei Xu, Yanfei Ma, Zheng Lu, Dongxing Wu, Jiaxing Wei, Xinlei He, Zhang Yuan

Remote Sensing

DOI

2024

A Comparison of Different Machine Learning Methods to Reconstruct Daily Evapotranspiration Time Series Estimated by Thermal–Infrared Remote Sensing

Gengle Zhao, Lisheng Song, Long Zhao, Sinuo Tao

Remote Sensing

DOI

2024

Simulation and Assessment of Daily Evapotranspiration in the Heihe River Basin over a Long Time Series Based on TSEB-SM

Sinuo Tao, Lisheng Song, Gengle Zhao, Long Zhao

Remote Sensing

DOI

2024

A Framework for Quantifying the Uncertainty in Upscaling Evapotranspiration From Homogeneous to Heterogeneous Underlying Surface

Xiang Li, Shaomin Liu, Jianli Ding, Lisheng Song, Tongren Xu, Yanfei Ma, Ziwei Xu, Xiaofan Yang, Yuan Zhang, Jinjie Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Spatio-temporal variations and multi-scale correlations of climate, water, land, and vegetation resources over the past four decades in the Heihe River Basin

Dandan Jiao, Shaomin Liu, Ziwei Xu, Lisheng Song, Yan Li, Rui Liu, Jiaxing Wei, Xinlei He, Dongxing Wu, Tongren Xu, Jingxin Guo

Journal of Hydrology Regional Studies

DOI

2023

Estimating ecosystem evaporation and transpiration using a soil moisture coupled two-source energy balance model across FLUXNET sites

Kejia Xue, Lisheng Song, Yanhao Xu, Shaomin Liu, Gengle Zhao, Sinuo Tao, Enzo Magliulo, Antonio Manco, Michael Liddell, Georg Wohlfahrt, Andrej Varlagin, Leonardo Montagnani, William Woodgate, Benjamin Loubet, Long Zhao

Agricultural And Forest Meteorology，Vol. 337

DOI

2023

Comparison of sensible and latent heat fluxes from optical-microwave scintillometers and eddy covariance systems with respect to surface energy balance closure

Chen Zheng, Shaomin Liu, Lisheng Song, Ziwei Xu, Jingxin Guo, Yanfei Ma, Qian Ju, Jiemin Wang

Agricultural And Forest Meteorology，Vol. 331

DOI

2023

Exploring the contribution of environmental factors to evapotranspiration dynamics in the Three-River-Source region, China

Yan Zhao, Yanan Chen, Chaoyang Wu, Guo Li, Mingguo Ma, Lei Fan, Hui Zheng, Lisheng Song, Xu-Guang Tang

Journal of Hydrology

DOI

2023

A dataset of energy, water vapor, and carbon exchange observations in oasis–desert areas from 2012 to 2021 in a typical endorheic basin

Shaomin Liu, Ziwei Xu, Tao Che, Xin Li, Tongren Xu, Zhiguo Ren, Yang Zhang, Junlei Tan, Lisheng Song, Ji Ping Zhou, Zhongli Zhu, Xiaofan Yang, Rui Liu, Yanfei Ma

Earth system science data

DOI

2023

Application of a two source energy balance model coupled with satellite based soil moisture and thermal infrared data

Lisheng Song, Yanhao Xu, Michael J. Liddell, Yaokui Cui, Shaomin Liu, Peipei Xu

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2023

Mapping super high resolution evapotranspiration in oasis-desert areas using UAV multi-sensor data

Jiaxing Wei, Weichen Dong, Shaomin Liu, Lisheng Song, Ji Ping Zhou, Ziwei Xu, Ziwei Wang, Tongren Xu, Xinlei He, Jingwei Sun

Agricultural Water Management

DOI

2023

Comment on essd-2023-149

Shaomin Liu, Ziwei Xu, Tao Che, Xin Li, Tongren Xu, Zhiguo Ren, Yang Zhang, Junlei Tan, Lisheng Song, Ji Zhou, Zhongli Zhu, Xiaofan Yang, Rui Liu, Yanfei Ma

DOI

2023

Uncertainty Quantification of Satellite Soil Moisture Retrieved Precipitation in the Central Tibetan Plateau

Ke Zhang, Long Zhao, Kun Yang, Lisheng Song, Xiang Ni, Xujun Han, Mingguo Ma, Lei Fan

Remote Sensing

DOI

2023

Improving regional climate simulations based on a hybrid data assimilation and machine learning method

Xinlei He, Yanping Li, Shaomin Liu, Tongren Xu, Fei Chen, Zhenhua Li, Zhe Zhang, Rui Liu, Lisheng Song, Ziwei Xu, Zhixing Peng, Chen Zheng

Hydrology and earth system sciences

DOI

2023

Applications of a Thermal-Based Two-Source Energy Balance Model Coupling the Sun-Induced Chlorophyll Fluorescence Data

Lisheng Song, Zhonghao Ding, William P. Kustas, Wei Hua, Xinjie Liu, Liangyun Liu, Shaomin Liu, Mingguo Ma, Yan Bai, Ziwei Xu

IEEE Geoscience and Remote Sensing Letters

DOI

2022

Separating soil evaporation from vegetation transpiration by remotely sensed one-phase and two-phase trapezoids

Meng Liu, Ronglin Tang, Zhao-Liang Li, Sibo Duan, Maofang Gao, Ziwei Xu, Lisheng Song

Agricultural And Forest Meteorology，Vol. 327

DOI

2022

TSEB模型在复杂下垫面下模拟结果比较研究

徐艳豪，丁忠昊，宋立生

《遥感技术与应用》

2022

Integrated Validation of Coarse Remotely Sensed Evapotranspiration Products over Heterogeneous Land Surfaces

Yuan Zhang, Shaomin Liu, Lisheng Song, Xiang Li, Zhenzhen Jia, Tongren Xu, Ziwei Xu, Yanfei Ma, Ji Ping Zhou, Xiaofan Yang, Xinlei He, Yunjun Yao, Guangcheng Hu

Remote Sensing

DOI

2022

Comment on hess-2022-379

Xinlei He, Yanping Li, Shaomin Liu, Tongren Xu, Fei Chen, Zhenhua Li, Zhe Zhang, Rui Liu, Lisheng Song, Ziwei Xu, Zhixing Peng, Chen Zheng

DOI

2022

Estimation of evapotranspiration using all-weather land surface temperature and variational trends with warming temperatures for the River Source Region in Southwest China

Yanfei Ma, Ji Zhou, Shaomin Liu, Weike Zhang, Yuan Zhang, Ziwei Xu, Lisheng Song, Haigen Zhao

Journal of Hydrology

DOI

2022

Application of the two-source energy balance model with microwave-derived soil moisture in a semi-arid agricultural region

Yanhao Xu, Lisheng Song, William P. Kustas, Kejia Xue, Shaomin Liu, Mingguo Ma, Tongren Xu, Long Zhao

International Journal of Applied Earth Observation and Geoinformation

DOI

2022

Applications of a thermal-based two-source energy balance model coupled to surface soil moisture

Lisheng Song, Zhonghao Ding, William P. Kustas, Yanhao Xu, Gengle Zhao, Shaomin Liu, Mingguo Ma, Kejia Xue, Yan Bai, Ziwei Xu

Remote Sensing of Environment

DOI

2021

Sentinel-3卫星双角度热红外数据的流域尺度地表蒸散发估算与验证

薛可嘉，何苗，卞尊健，宋立生，徐艳豪，蒋浩

《遥感学报》

2020

遥感估算地表蒸散发真实性检验研究进展

张圆，贾贞贞，刘绍民，徐自为，徐同仁，姚云军，马燕飞，宋立生，李相，胡骁，王泽宇，郭枝虾，周纪

《遥感学报》

2020

不同下垫面DTD模型与TSEB模型比较

丁忠昊，宋立生，徐同仁，白岩，刘绍民，马明国，徐自为

《地球信息科学学报》

2019

Divergent vegetation responses to extreme spring and summer droughts in Southwestern China

Lisheng Song, Yan Li, Yanghang Ren, Xiuchen Wu, Bo Guo, Xuguang Tang, Weiyu Shi, Mingguo Ma, Xujun Han, Long Zhao

Agricultural And Forest Meteorology，Vol. 279

DOI

2019

Component radiative temperatures over sparsely vegetated surfaces and their potential for upscaling land surface temperature

Mingsong Li, Ji Zhou, Zhixing Peng, Shaomin Liu, Frank-Michael Goettsche, Xiaodong Zhang, Lisheng Song

Agricultural And Forest Meteorology，Vol. 276

DOI

2019

考虑下垫面类型的干旱指数比较研究

王展鹏，宋立生，兰子焱，杨梦颖，鲁丹

《遥感技术与应用》

2017

土壤蒸发和植被蒸腾遥感估算与验证

宋立生，刘绍民，徐同仁，徐自为，马燕飞

《遥感学报》

2016

Application of remote sensing-based two-source energy balance model for mapping field surface fluxes with composite and component surface temperatures

Lisheng Song, Shaomin Liu, William P. Kustas, Ji Zhou, Ziwei Xu, Ting Xia, Mingsong Li

Agricultural And Forest Meteorology，Vol. 230

DOI

2015

HJ-1B卫星三种反演地表温度模型的分析与验证

肖志峰，赵之重，徐剑波，赵凯，宋立生

《测绘科学》

精选作品

期刊论文

Biophysical thresholds reveal north–south asymmetry in urban green space cooling in China

A scattering model-informed deep transfer learning framework for surface soil moisture retrieval

Water-Constrained Revegetation Potential in China’s Drylands Using a Multidata Ensemble Approach

Early forest water stress detection using thermal infrared energy balance modeling during flash drought

Precision mapping of evapotranspiration in arid basins: Spatiotemporal optimization and sensitivity to extreme climate conditions based on multi-mechanism model fusion

Development and validation of physically constrained machine learning for improving remote sensing-based evapotranspiration estimation

Improved estimation of crop coefficients and water requirements for agronomic crops using a remote sensing modeling approach

Mapping field-scale daily evapotranspiration using unbiased spatio-temporal fusion approach over heterogeneous surface

Decoupling of gross primary productivity and transpiration revealed through a daily remote sensing modelling approach in arid irrigated farmland

A hybrid machine learning and data assimilation framework for penman–monteith evapotranspiration estimation over China

High water demand limits carbon sink and transpiration in tall forests during extreme drought in Southwest China

A benchmark dataset for global evapotranspiration estimation based on FLUXNET2015 from 2000 to 2022

A Robust Framework for Improving Fine-Scale Evapotranspiration Estimation From UAV-Based Multispectral and Thermal Images

Downscaling CLDAS Land Surface Temperature Using MODIS Data and a Multiattention Multiresidual Super-Resolution Network

Estimation of agricultural flood irrigation water consumption in the Heihe River Basin, China, using satellite based daily land surface evapotranspiration and soil moisture

Regional simulation of water-carbon fluxes and winter wheat yield with assimilation of multi-source remote sensing data in the Haihe River Basin

Innovative approach for estimating evapotranspiration and gross primary productivity by integrating land data assimilation, machine learning, and multi-source observations

A Two-Step Reconstruction Framework for Mapping Seamless All-Weather Daily Evapotranspiration Using Thermal Infrared Data

A Hybrid Model Coupling Physical Constraints and Machine Learning to Estimate Daily Evapotranspiration in the Heihe River Basin

A Comparison of Different Machine Learning Methods to Reconstruct Daily Evapotranspiration Time Series Estimated by Thermal–Infrared Remote Sensing

Simulation and Assessment of Daily Evapotranspiration in the Heihe River Basin over a Long Time Series Based on TSEB-SM

A Framework for Quantifying the Uncertainty in Upscaling Evapotranspiration From Homogeneous to Heterogeneous Underlying Surface

Spatio-temporal variations and multi-scale correlations of climate, water, land, and vegetation resources over the past four decades in the Heihe River Basin

Estimating ecosystem evaporation and transpiration using a soil moisture coupled two-source energy balance model across FLUXNET sites

Comparison of sensible and latent heat fluxes from optical-microwave scintillometers and eddy covariance systems with respect to surface energy balance closure

Exploring the contribution of environmental factors to evapotranspiration dynamics in the Three-River-Source region, China

A dataset of energy, water vapor, and carbon exchange observations in oasis–desert areas from 2012 to 2021 in a typical endorheic basin

Application of a two source energy balance model coupled with satellite based soil moisture and thermal infrared data

Mapping super high resolution evapotranspiration in oasis-desert areas using UAV multi-sensor data

Comment on essd-2023-149

Uncertainty Quantification of Satellite Soil Moisture Retrieved Precipitation in the Central Tibetan Plateau

Improving regional climate simulations based on a hybrid data assimilation and machine learning method

Applications of a Thermal-Based Two-Source Energy Balance Model Coupling the Sun-Induced Chlorophyll Fluorescence Data

Separating soil evaporation from vegetation transpiration by remotely sensed one-phase and two-phase trapezoids

TSEB模型在复杂下垫面下模拟结果比较研究

Integrated Validation of Coarse Remotely Sensed Evapotranspiration Products over Heterogeneous Land Surfaces

Comment on hess-2022-379

Estimation of evapotranspiration using all-weather land surface temperature and variational trends with warming temperatures for the River Source Region in Southwest China

Application of the two-source energy balance model with microwave-derived soil moisture in a semi-arid agricultural region

Applications of a thermal-based two-source energy balance model coupled to surface soil moisture

Sentinel-3卫星双角度热红外数据的流域尺度地表蒸散发估算与验证

遥感估算地表蒸散发真实性检验研究进展

不同下垫面DTD模型与TSEB模型比较

Divergent vegetation responses to extreme spring and summer droughts in Southwestern China

Component radiative temperatures over sparsely vegetated surfaces and their potential for upscaling land surface temperature

考虑下垫面类型的干旱指数比较研究

土壤蒸发和植被蒸腾遥感估算与验证

Application of remote sensing-based two-source energy balance model for mapping field surface fluxes with composite and component surface temperatures

HJ-1B卫星三种反演地表温度模型的分析与验证

预印本

Evaluating Evapotranspiration Partitioning Models Based on Evaporation and Transpiration Responses to Water Deficits

Vegetation Restoration Potential in the Drylands of China Under Water Constraint

研究方向