Publications

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Your search has returned 236 results.

2023

Jia, AL; Liang, SL; Wang, DD; Ma, L; Wang, ZH; Xu, S (2023). Global hourly, 5 km, all-sky land surface temperature data from 2011 to 2021 based on integrating geostationary and polar-orbiting satellite data. EARTH SYSTEM SCIENCE DATA, 15(2), 869-895.

Jia, AL; Wang, DD; Liang, SL; Peng, JJ; Yu, YY (2023). Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 196, 340-355.

Liang, SZ; Ma, WD; Sui, XY; Wang, M; Li, HZ (2023). An Assessment of Relations between Vegetation Green FPAR and Vegetation Indices through a Radiative Transfer Model. PLANTS-BASEL, 12(10), 1927.

Liu, XY; He, T; Liang, SL; Li, RB; Xiao, XX; Ma, R; Ma, YC (2023). A monthly 1? resolution dataset of daytime cloud fraction over the Arctic during 2000-2020 based on multiple satellite products. EARTH SYSTEM SCIENCE DATA, 15(8), 3641-3671.

Wang, YB; Xie, XH; Zhao, X; Liang, SL; Zhu, BW; Tursun, A; Jiang, FX; Liu, Y; Zhang, XT (2023). Four-decade response of land surface temperature to urban expansion in Beijing. AGRICULTURAL AND FOREST METEOROLOGY, 341, 109653.

Xiong, CH; Ma, H; Liang, SL; He, T; Zhang, YF; Zhang, GD; Xu, JL (2023). Improved global 250 m 8-day NDVI and EVI products from 2000-2021 using the LSTM model. SCIENTIFIC DATA, 10(1), 800.

Xu, JL; Liang, SL; He, T; Ma, H; Zhang, YF; Zhang, GD; Liang, H (2023). Variability and trends in land surface longwave radiation fluxes from six satellite and reanalysis products. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 16(1), 2912-2940.

Xu, JL; Liang, SL; Ma, H; He, T; Zhang, YF; Zhang, GD (2023). A daily 5-km all-sky sea-surface longwave radiation product based on statistically modified deep neural network and spatiotemporal analysis for 1981-2018. REMOTE SENSING OF ENVIRONMENT, 290, 113550.

Xu, S; Wang, DD; Liang, SL; Liu, YL; Jia, AL (2023). Assessing the Reliability of the MODIS LST Product to Detect Temporal Variability. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 20, 2504505.

Yin, XW; Jiang, B; Liang, SL; Li, SP; Zhao, X; Wang, Q; Xu, JL; Han, JK; Liang, H; Zhang, XT; Liu, Q; Yao, YJ; Jia, K; Xie, XH (2023). Significant discrepancies of land surface daily net radiation among ten remotely sensed and reanalysis products. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 16(1), 3725-3752.

Zhan, C; Liang, SL (2023). Generation of global 1-km daily top-of-atmosphere outgoing longwave radiation product from 2000 to 2021 using machine learning. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 16(1), 2002-2012.

Zhang, YX; He, T; Liang, SL; Zhao, ZG (2023). A framework for estimating actual evapotranspiration through spatial heterogeneity-based machine learning approaches. AGRICULTURAL WATER MANAGEMENT, 289, 108499.

2022

Chen, J; He, T; Liang, SL (2022). Estimation of Daily All-Wave Surface Net Radiation With Multispectral and Multitemporal Observations From GOES-16 ABI. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, 4407916.

Dai, XA; Fan, WJ; Shan, YF; Gao, Y; Liu, C; Nie, RH; Zhang, DH; Li, WL; Zhang, LF; Sun, XJ; Liu, TG; Yang, ZL; Fu, X; Ma, L; Liang, SN; Wang, YL; Lu, H (2022). LAI-Based Phenological Changes and Climate Sensitivity Analysis in the Three-River Headwaters Region. REMOTE SENSING, 14(15), 3748.

Ding, AX; Liang, SL; Jiao, ZT; Ma, H; Kokhanovsky, AA; Peltoniemi, J (2022). Improving the Asymptotic Radiative Transfer Model to Better Characterize the Pure Snow Hyperspectral Bidirectional Reflectance. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, 4303916.

Ding, AX; Ma, H; Liang, SL; He, T (2022). Extension of the Hapke model to the spectral domain to characterize soil physical properties. REMOTE SENSING OF ENVIRONMENT, 269, 112843.

Jia, AL; Wang, DD; Liang, SL; Peng, JJ; Yu, YY (2022). Global Daily Actual and Snow-Free Blue-Sky Land Surface Albedo Climatology From 20-Year MODIS Products. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 127(8), e2021JD035987.

Li, HZ; Zhao, LL; Sun, LY; Li, XL; Wang, J; Han, Y; Liang, SZ; Chen, JS (2022). Capability of Phenology-Based Sentinel-2 Composites for Rubber Plantation Mapping in a Large Area with Complex Vegetation Landscapes. REMOTE SENSING, 14(21), 5338.

Li, SP; Jiang, B; Liang, SL; Peng, JH; Liang, H; Han, JK; Yin, XW; Yao, YJ; Zhang, XT; Cheng, J; Zhao, X; Liu, Q; Jia, K (2022). Evaluation of nine machine learning methods for estimating daily land surface radiation budget from MODIS satellite data. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 15(1), 1784-1816.

Liang, TC; Liang, SL; Zou, LQ; Sun, L; Li, B; Lin, H; He, T; Tian, F (2022). Estimation of Aerosol Optical Depth at 30 m Resolution Using Landsat Imagery and Machine Learning. REMOTE SENSING, 14(5), 1053.

Liu, WH; Shi, JC; Liang, SL; Zhou, SG; Cheng, J (2022). Simultaneous retrieval of land surface temperature and emissivity from the FengYun-4A advanced geosynchronous radiation imager. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 15(1), 198-225.

Ma, H; Liang, SL (2022). Development of the GLASS 250-m leaf area index product (version 6) from MODIS data using the bidirectional LSTM deep learning model. REMOTE SENSING OF ENVIRONMENT, 273, 112985.

Ma, H; Liang, SL; Xiong, CH; Wang, Q; Jia, AL; Li, B (2022). Global land surface 250 m 8 d fraction of absorbed photosynthetically active radiation (FAPAR) product from 2000 to 2021. EARTH SYSTEM SCIENCE DATA, 14(12), 5333-5347.

Ma, H; Liang, SL; Zhu, ZL; He, T (2022). Developing a Land Continuous Variable Estimator to Generate Daily Land Products From Landsat Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, 4406619.

Shan, YF; Dai, X; Li, WL; Yang, ZC; Wang, YL; Qu, G; Liu, WN; Ren, JS; Li, C; Liang, SE; Zeng, BY (2022). Detecting Spatial-Temporal Changes of Urban Environment Quality by Remote Sensing-Based Ecological Indices: A Case Study in Panzhihua City, Sichuan Province, China. REMOTE SENSING, 14(17), 4137.

Xiao, XX; He, T; Liang, SL; Liu, XY; Ma, YC; Liang, S; Chen, XN (2022). Estimating fractional snow cover in vegetated environments using MODIS surface reflectance data. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 114, 103030.

Xiao, XX; He, T; Liang, SL; Zhao, TJ (2022). Improving Fractional Snow Cover Retrieval From Passive Microwave Data Using a Radiative Transfer Model and Machine Learning Method. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, 4304215.

Xie, ZJ; Yao, YJ; Zhang, XT; Liang, SL; Fisher, JB; Chen, JQ; Jia, K; Shang, K; Yang, JM; Yu, RY; Guo, XZ; Liu, L; Ning, J; Zhang, LL (2022). The Global LAnd Surface Satellite (GLASS) evapotranspiration product Version 5.0: Algorithm development and preliminary validation. JOURNAL OF HYDROLOGY, 610, 127990.

Xu, JL; Liang, SL; Jiang, B (2022). A global long-term (1981-2019) daily land surface radiation budget product from AVHRR satellite data using a residual convolutional neural network. EARTH SYSTEM SCIENCE DATA, 14(5), 2315-2341.

Xu, JL; Liang, SL; Ma, H; He, T (2022). Generating 5 km resolution 1981-2018 daily global land surface longwave radiation products from AVHRR shortwave and longwave observations using densely connected convolutional neural networks. REMOTE SENSING OF ENVIRONMENT, 280, 113223.

Zhan, C; Liang, SL (2022). Improved estimation of the global top-of-atmosphere albedo from AVHRR data. REMOTE SENSING OF ENVIRONMENT, 269, 112836.

Zhang, Y; Liang, SL; He, T (2022). Estimation of Land Surface Downward Shortwave Radiation Using Spectral-Based Convolutional Neural Network Methods: A Case Study From the Visible Infrared Imaging Radiometer Suite Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, 4414415.

Zhang, Y; Liang, SL; He, T; Wang, DD; Yu, YY; Ma, H (2022). Estimation of Land Surface Incident Shortwave Radiation From Geostationary Advanced Himawari Imager and Advanced Baseline Imager Observations Using an Optimization Method. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, 5600611.

Zhang, YZ; Liu, JD; Liang, SL; Li, MY (2022). A New Spatial-Temporal Depthwise Separable Convolutional Fusion Network for Generating Landsat 8-Day Surface Reflectance Time Series over Forest Regions. REMOTE SENSING, 14(9), 2199.

Zhou, HM; Wang, Z; Ma, W; He, T; Wan, HW; Wang, JD; Liang, SL (2022). Land Surface Albedo Estimation With Chinese GF-1 WFV Data in Northwest China. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 15, 849-861.

2021

Ali, S; Zhang, HX; Qi, M; Liang, S; Ning, J; Jia, QM; Hou, FJ (2021). Monitoring drought events and vegetation dynamics in relation to climate change over mainland China from 1983 to 2016. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 28(17), 21910-21925.

Bai, Y; Liang, SL; Yuan, WP (2021). Estimating Global Gross Primary Production from Sun-Induced Chlorophyll Fluorescence Data and Auxiliary Information Using Machine Learning Methods. REMOTE SENSING, 13(5), 963.

Chen, Y; Liang, SL; Ma, H; Li, B; He, T; Wang, Q (2021). An all-sky 1 km daily land surface air temperature product over mainland China for 2003-2019 from MODIS and ancillary data. EARTH SYSTEM SCIENCE DATA, 13(8), 4241-4261.

Jia, AL; Ma, H; Liang, SL; Wang, DD (2021). Cloudy-sky land surface temperature from VIIRS and MODIS satellite data using a surface energy balance-based method. REMOTE SENSING OF ENVIRONMENT, 263, 112566.

Jiang, X; Liang, SJ; He, XY; Ziegler, AD; Lin, PR; Pan, M; Wang, DS; Zou, JY; Hao, DL; Mao, GQ; Zeng, YL; Yin, J; Feng, L; Miao, CY; Wood, EF; Zeng, ZZ (2021). Rapid and large-scale mapping of flood inundation via integrating spaceborne synthetic aperture radar imagery with unsupervised deep learning. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 178, 36-50.

Li, B; Liang, SL; Liu, XB; Ma, H; Chen, Y; Liang, TC; He, T (2021). Estimation of all-sky 1 km land surface temperature over the conterminous United States. REMOTE SENSING OF ENVIRONMENT, 266, 112707.

Li, XX; Liang, SL; Jin, HA (2021). An Effective Method for Generating Spatiotemporally Continuous 30 m Vegetation Products. REMOTE SENSING, 13(4), 719.

Ma, H; Liang, SL; Shi, HY; Zhang, Y (2021). An Optimization Approach for Estimating Multiple Land Surface and Atmospheric Variables From the Geostationary Advanced Himawari Imager Top-of-Atmosphere Observations. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 59(4), 2888-2908.

Shang, K; Yao, YJ; Liang, SL; Zhang, YH; Fisher, JB; Chen, JQ; Liu, SM; Xu, ZW; Zhang, Y; Jia, K; Zhang, XT; Yang, JM; Bei, XY; Guo, XZ; Yu, RY; Xie, ZJ; Zhang, LL (2021). DNN-MET: A deep neural networks method to integrate satellite-derived evapotranspiration products, eddy covariance observations and ancillary information. AGRICULTURAL AND FOREST METEOROLOGY, 308, 108582.

Wang, DD; Liang, SL; Li, RH; Jia, AL (2021). A synergic study on estimating surface downward shortwave radiation from satellite data. REMOTE SENSING OF ENVIRONMENT, 264, 112639.

Wei, Y; Zhang, XT; Li, WH; Hou, N; Zhang, WY; Xu, JW; Feng, CJ; Jia, K; Yao, YJ; Cheng, J; Jiang, B; Wang, KC; Liang, SL (2021). Trends and Variability of Atmospheric Downward Longwave Radiation Over China From 1958 to 2015. EARTH AND SPACE SCIENCE, 8(2), e2020EA001370.

Xiao, XX; Liang, SL; He, T; Wu, DQ; Pei, CY; Gong, JY (2021). Estimating fractional snow cover from passive microwave brightness temperature data using MODIS snow cover product over North America. CRYOSPHERE, 15(2), 835-861.

Zhang, XD; Zhou, J; Liang, SL; Wang, DD (2021). A practical reanalysis data and thermal infrared remote sensing data merging (RTM) method for reconstruction of a 1-km all-weather land surface temperature. REMOTE SENSING OF ENVIRONMENT, 260, 112437.

2020

Brown, MGL; Skakun, S; He, T; Liang, SL (2020). Intercomparison of Machine-Learning Methods for Estimating Surface Shortwave and Photosynthetically Active Radiation. REMOTE SENSING, 12(3), 372.

Chen, J; He, T; Jiang, B; Liang, SL (2020). Estimation of all-sky all-wave daily net radiation at high latitudes from MODIS data. REMOTE SENSING OF ENVIRONMENT, 245, 111842.

Chen, S; Fan, LL; Liang, SF; Chen, H; Sun, X; Hu, YN; Liu, ZH; Sun, J; Yang, P (2020). Spatiotemporal Dynamics of the Northern Limit of Winter Wheat in China Using MODIS Time Series Images. REMOTE SENSING, 12(15), 2382.

Liu, J; Liang, SQ; Li, YR; Qin, RR; Zhang, TR; Yang, Q; Du, LT (2020). Evaluation and Modifying of Multispectral Drought Severity Index. SPECTROSCOPY AND SPECTRAL ANALYSIS, 40(11), 3522-3529.

Wang, DD; Liang, SL; Zhang, Y; Gao, XY; Brown, MGL; Jia, AL (2020). A New Set of MODIS Land Products (MCD18): Downward Shortwave Radiation and Photosynthetically Active Radiation. REMOTE SENSING, 12(1), 168.

Wang, L; Wang, PX; Liang, SL; Zhu, YC; Khan, J; Fang, SB (2020). Monitoring maize growth on the North China Plain using a hybrid genetic algorithm-based back-propagation neural network model. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 170, 105238.

Zhang, XD; Zhou, J; Liang, SL; Chai, LN; Wang, DD; Liu, J (2020). Estimation of 1-km all-weather remotely sensed land surface temperature based on reconstructed spatial-seamless satellite passive microwave brightness temperature and thermal infrared data. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 167, 321-344.

Zhang, Y; Liang, SL; He, T; Wang, DD; Yu, YY (2020). Estimation of Land Surface Incident and Net Shortwave Radiation from Visible Infrared Imaging Radiometer Suite (VIIRS) Using an Optimization Method. REMOTE SENSING, 12(24), 4153.

2019

Carter, C; Liang, SL (2019). Evaluation of ten machine learning methods for estimating terrestrial evapotranspiration from remote sensing. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 78, 86-92.

He, T; Gao, F; Liang, SL; Peng, Y (2019). Mapping Climatological Bare Soil Albedos over the Contiguous United States Using MODIS Data. REMOTE SENSING, 11(6), 666.

He, T; Zhang, Y; Liang, SL; Yu, YY; Wang, DD (2019). Developing Land Surface Directional Reflectance and Albedo Products from Geostationary GOES-R and Himawari Data: Theoretical Basis, Operational Implementation, and Validation. REMOTE SENSING, 11(22), 2655.

Huang, JX; Ma, HY; Sedano, F; Lewis, P; Liang, S; Wu, QL; Su, W; Zhang, XD; Zhu, DH (2019). Evaluation of regional estimates of winter wheat yield by assimilating three remotely sensed reflectance datasets into the coupled WOFOST-PROSAIL model. EUROPEAN JOURNAL OF AGRONOMY, 102, 1-13.

Jia, K; Yang, LQ; Liang, SL; Xiao, ZQ; Zhao, X; Yao, YJ; Zhang, XT; Jiang, B; Liu, DY (2019). Long-Term Global Land Surface Satellite (GLASS) Fractional Vegetation Cover Product Derived From MODIS and AVHRR Data. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 12(2), 508-518.

Rao, YH; Liang, SL; Wang, DD; Yu, YY; Song, Z; Zhou, Y; Shen, MG; Xu, BQ (2019). Estimating daily average surface air temperature using satellite land surface temperature and top-of-atmosphere radiation products over the Tibetan Plateau. REMOTE SENSING OF ENVIRONMENT, 234, UNSP 111462.

Wang, L; Wang, PX; Liang, SL; Qi, X; Li, L; Xu, LX (2019). Monitoring maize growth conditions by training a BP neural network with remotely sensed vegetation temperature condition index and leaf area index. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 160, 82-90.

Xu, J; Yao, YJ; Liang, SL; Liu, SM; Fisher, JB; Jia, K; Zhang, XT; Lin, Y; Zhang, LL; Chen, XW (2019). Merging the MODIS and Landsat Terrestrial Latent Heat Flux Products Using the Multiresolution Tree Method. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 57(5), 2811-2823.

Zhan, C; Allan, RP; Liang, SL; Wang, DD; Song, Z (2019). Evaluation of Five Satellite Top-of-Atmosphere Albedo Products over Land. REMOTE SENSING, 11(24), 2919.

Zhang, XT; Wang, DD; Liu, Q; Yao, YJ; Jia, K; He, T; Jiang, B; Wei, Y; Ma, H; Zhao, X; Li, WH; Liang, SL (2019). An Operational Approach for Generating the Global Land Surface Downward Shortwave Radiation Product From MODIS Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 57(7), 4636-4650.

Zhou, HM; Liang, SL; He, T; Wang, JD; Bo, YC; Wang, DD (2019). Evaluating the Spatial Representativeness of the MODerate Resolution Image Spectroradiometer Albedo Product (MCD43) at AmeriFlux Sites. REMOTE SENSING, 11(5), 547.

Zhou, J; Liang, SL; Cheng, J; Wang, YJ; Ma, J (2019). The GLASS Land Surface Temperature Product. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 12(2), 493-507.

2018

Carter, C; Liang, SL (2018). Comprehensive evaluation of empirical algorithms for estimating land surface evapotranspiration. AGRICULTURAL AND FOREST METEOROLOGY, 256, 334-345.

Chen, D; Loboda, TV; He, T; Zhang, Y; Liang, SL (2018). Strong cooling induced by stand-replacing fires through albedo in Siberian larch forests. SCIENTIFIC REPORTS, 8, 4821.

Cheng, J; Liang, SL; Liu, H; Nie, AX; Liu, Q (2018). A disaggregation approach for estimating high spatial resolution broadband emissivity for bare soils from Landsat surface reflectance. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 11(7), 691-702.

Cheng, J; Liang, SL; Nie, AX; Liu, Q (2018). Is There a Physical Linkage Between Surface Emissive and Reflective Variables Over Non-Vegetated Surfaces?. JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 46(4), 591-596.

He, T; Liang, SL; Wang, DD; Cao, YF; Gao, F; Yu, YY; Feng, M (2018). Evaluating land surface albedo estimation from Landsat MSS, TM, ETM plus , and OLI data based on the unified direct estimation approach. REMOTE SENSING OF ENVIRONMENT, 204, 181-196.

Huang, GH; Liang, SL; Lu, N; Ma, MG; Wang, DD (2018). Toward a Broadband Parameterization Scheme for Estimating Surface Solar Irradiance: Development and Preliminary Results on MODIS Products. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 123(21), 12180-12193.

Jia, K; Liang, SL; Wei, XQ; Yao, YJ; Yang, LQ; Zhang, XT; Liu, DY (2018). Validation of Global LAnd Surface Satellite (GLASS) fractional vegetation cover product from MODIS data in an agricultural region. REMOTE SENSING LETTERS, 9(9), 847-856.

Liu, DY; Yang, LQ; Jia, K; Liang, SL; Xiao, ZQ; Wei, XQ; Yao, YJ; Xia, M; Li, YW (2018). Global Fractional Vegetation Cover Estimation Algorithm for VIIRS Reflectance Data Based on Machine Learning Methods. REMOTE SENSING, 10(10), 1648.

Lu, N; Liang, SL; Huang, GH; Qin, J; Yao, L; Wang, DD; Yang, K (2018). Hierarchical Bayesian space-time estimation of monthly maximum and minimum surface air temperature. REMOTE SENSING OF ENVIRONMENT, 211, 48-58.

Ma, H; Liang, SL; Xiao, ZQ; Wang, DD (2018). Simultaneous Estimation of Multiple Land-Surface Parameters From VIIRS Optical-Thermal Data. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 15(1), 156-160.

Peng, JJ; Yu, YY; Yu, P; Liang, SL (2018). The VIIRS Sea-Ice Albedo Product Generation and Preliminary Validation. REMOTE SENSING, 10(11), 1826.

Song, Z; Liang, SL; Wang, DD; Zhou, Y; Jia, AL (2018). Long-term record of top-of-atmosphere albedo over land generated from AVHRR data. REMOTE SENSING OF ENVIRONMENT, 211, 71-88.

Tao, X; Liang, SL; Wang, DD; He, T; Huang, CQ (2018). Improving Satellite Estimates of the Fraction of Absorbed Photosynthetically Active Radiation Through Data Integration: Methodology and Validation. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 56(4), 2107-2118.

Wang, L; Wang, PX; Li, L; Xun, L; Kong, QL; Liang, SL (2018). Developing an integrated indicator for monitoring maize growth condition using remotely sensed vegetation temperature condition index and leaf area index. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 152, 340-349.

Xiao, ZQ; Liang, SL; Sun, R (2018). Evaluation of Three Long Time Series for Global Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) Products. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 56(9), 5509-5524.

Yang, L; Zhang, XT; Liang, SL; Yao, YJ; Jia, K; Jia, AL (2018). Estimating Surface Downward Shortwave Radiation over China Based on the Gradient Boosting Decision Tree Method. REMOTE SENSING, 10(2), 185.

Yang, LQ; Jia, K; Liang, SL; Liu, M; Wei, XQ; Yao, YJ; Zhang, XT; Liu, DY (2018). Spatio-Temporal Analysis and Uncertainty of Fractional Vegetation Cover Change over Northern China during 2001-2012 Based on Multiple Vegetation Data Sets. REMOTE SENSING, 10(4), 549.

Yao, YJ; Liang, SL; Cao, B; Liu, SM; Yu, GR; Jia, K; Zhang, XT; Zhang, YH; Chen, JQ; Fisher, JB (2018). Satellite Detection of Water Stress Effects on Terrestrial Latent Heat Flux With MODIS Shortwave Infrared Reflectance Data. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 123(20), 11410-11430.

Zhang, Q; Cheng, J; Liang, SL (2018). Deriving high-quality surface emissivity spectra from atmospheric infrared sounder data using cumulative distribution function matching and principal component analysis regression. REMOTE SENSING OF ENVIRONMENT, 211, 388-399.

Zhang, Y; He, T; Liang, SL; Wang, DD; Yu, YY (2018). Estimation of all-sky instantaneous surface incident shortwave radiation from Moderate Resolution Imaging Spectroradiometer data using optimization method. REMOTE SENSING OF ENVIRONMENT, 209, 468-479.

Zhou, HM; Wang, JD; Liang, SL (2018). Design of a Novel Spectral Albedometer for Validating the MODerate Resolution Imaging Spectroradiometer Spectral Albedo Product. REMOTE SENSING, 10(1), 101.

2017

Cheng, J; Liang, SL; Wang, WH; Guo, YM (2017). An efficient hybrid method for estimating clear-sky surface downward longwave radiation from MODIS data. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 122(5), 2616-2630.

He, T; Liang, SL; Wang, DD (2017). Direct Estimation of Land Surface Albedo From Simultaneous MISR Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 55(5), 2605-2617.

Jia, K; Li, YW; Liang, SL; Wei, XQ; Yao, YJ (2017). Combining Estimation of Green Vegetation Fraction in an Arid Region from Landsat 7 ETM+ Data. REMOTE SENSING, 9(11), 1121.

Liang, SZ; Ma, WD; Sui, XY; Yao, HM; Li, HZ; Liu, T; Hou, XH; Wang, M (2017). Extracting the Spatiotemporal Pattern of Cropping Systems From NDVI Time Series Using a Combination of the Spline and HANTS Algorithms: A Case Study for Shandong Province. CANADIAN JOURNAL OF REMOTE SENSING, 43(1), 1-15.

Ma, H; Liang, SL; Xiao, ZQ; Shi, HY (2017). Simultaneous inversion of multiple land surface parameters from MODIS optical-thermal observations. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 128, 240-254.

Ma, H; Liu, Q; Liang, SL; Xiao, ZQ (2017). Simultaneous Estimation of Leaf Area Index, Fraction of Absorbed Photosynthetically Active Radiation, and Surface Albedo From Multiple-Satellite Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 55(8), 4334-4354.

Shi, HY; Xiao, ZQ; Liang, SL; Ma, H (2017). A Method for Consistent Estimation of Multiple Land Surface Parameters From MODIS Top-of-Atmosphere Time Series Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 55(9), 5158-5173.

Tang, WJ; Qin, J; Yang, K; Niu, XL; Min, M; Liang, SL (2017). An efficient algorithm for calculating photosynthetically active radiation with MODIS products. REMOTE SENSING OF ENVIRONMENT, 194, 146-154.

Wang, DD; Liang, SL (2017). Estimating Top-of-Atmosphere Daily Reflected Shortwave Radiation Flux Over Land From MODIS Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 55(7), 4022-4031.

Wang, DD; Liang, SL; Zhou, Y; He, T; Yu, YY (2017). A New Method for Retrieving Daily Land Surface Albedo From VIIRS Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 55(3), 1765-1775.

Wang, XX; Jia, K; Liang, SL; Li, QZ; Wei, XQ; Yao, YJ; Zhang, XT; Tu, YX (2017). Estimating Fractional Vegetation Cover From Landsat-7 ETM+ Reflectance Data Based on a Coupled Radiative Transfer and Crop Growth Model. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 55(10), 5539-5546.

Xiao, ZQ; Liang, SL; Jiang, B (2017). Evaluation of four long time-series global leaf area index products. AGRICULTURAL AND FOREST METEOROLOGY, 246, 218-230.

Xiao, ZQ; Liang, SL; Tian, XD; Jia, K; Yao, YJ; Jiang, B (2017). Reconstruction of Long-Term Temporally Continuous NDVI and Surface Reflectance From AVHRR Data. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 10(12), 5551-5568.

Yao, YJ; Liang, SL; Yu, J; Zhao, SH; Lin, Y; Jia, K; Zhang, XT; Cheng, J; Xie, XH; Sun, L; Wang, XY; Zhang, LL (2017). Differences in estimating terrestrial water flux from three satellite-based Priestley-Taylor algorithms. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 56, 1-12.

Yao, YY; Liang, SL; Li, XL; Chen, JQ; Liu, SM; Jia, K; Zhang, XT; Xiao, ZQ; Fisher, JB; Mu, QZ; Pan, M; Liu, M; Cheng, J; Jiang, B; Xie, XH; Grunwald, T; Bernhofer, C; Roupsard, O (2017). Improving global terrestrial evapotranspiration estimation using support vector machine by integrating three process-based algorithms. AGRICULTURAL AND FOREST METEOROLOGY, 242, 55-74.

Zhou, HM; Wang, JD; Liang, SL; Xiao, ZQ (2017). Extended Data-Based Mechanistic Method for Improving Leaf Area Index Time Series Estimation with Satellite Data. REMOTE SENSING, 9(6), 533.

2016

Cheng, J; Liang, SL (2016). Global Estimates for High-Spatial-Resolution Clear-Sky Land Surface Upwelling Longwave Radiation From MODIS Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 54(7), 4115-4129.

Cheng, J; Liang, SL; Verhoef, W; Shi, LP; Liu, Q (2016). Estimating the Hemispherical Broadband Longwave Emissivity of Global Vegetated Surfaces Using a Radiative Transfer Model. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 54(2), 905-917.

Feng, F; Li, XL; Yao, YJ; Liang, SL; Chen, JQ; Zhao, X; Jia, K; Pinter, K; McCaughey, JH (2016). An Empirical Orthogonal Function-Based Algorithm for Estimating Terrestrial Latent Heat Flux from Eddy Covariance, Meteorological and Satellite Observations. PLOS ONE, 11(7), e0160150.

Huang, JX; Sedano, F; Huang, YB; Ma, HY; Li, XL; Liang, SL; Tian, LY; Zhang, XD; Fan, JL; Wu, WB (2016). Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation. AGRICULTURAL AND FOREST METEOROLOGY, 216, 188-202.

Jiang, B; Liang, SL; Ma, H; Zhang, XT; Xiao, ZQ; Zhao, X; Jia, K; Yao, YJ; Jia, AL (2016). GLASS Daytime All-Wave Net Radiation Product: Algorithm Development and Preliminary Validation. REMOTE SENSING, 8(3).

Liang, S; Yao, HM; Wang, M; Sui, XY; Hou, XH; Liu, T (2016). Simulation of canopy FPAR and its relation with vegetation index: A case study of evergreen coniferous forests. 2016 4rth International Workshop on Earth Observation and Remote Sensing Applications (EORSA).

Liang, SZ; Shi, P; Li, HZ (2016). Urban spring phenology in the middle temperate zone of China: dynamics and influence factors. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 60(4), 531-544.

Shi, HY; Xiao, ZQ; Liang, SL; Zhang, XT (2016). Consistent estimation of multiple parameters from MODIS top of atmosphere reflectance data using a coupled soil-canopy-atmosphere radiative transfer model. REMOTE SENSING OF ENVIRONMENT, 184, 40-57.

Shi, LP; Liang, SL; Cheng, J; Zhang, Q (2016). Integrating ASTER and GLASS broadband emissivity products using a multi-resolution Kalman filter. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 9(11), 1098-1116.

Tao, X; Liang, SL; He, T; Jin, HR (2016). Estimation of fraction of absorbed photosynthetically active radiation from multiple satellite data: Model development and validation. REMOTE SENSING OF ENVIRONMENT, 184, 539-557.

Wang, DD; Liang, SL (2016). Estimating high-resolution top of atmosphere albedo from Moderate Resolution Imaging Spectroradiometer data. REMOTE SENSING OF ENVIRONMENT, 178, 93-103.

Wang, XX; Jia, K; Liang, SL; Zhang, YZ (2016). Fractional Vegetation Cover Estimation Method Through Dynamic Bayesian Network Combining Radiative Transfer Model and Crop Growth Model. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 54(12), 7442-7450.

Xiao, ZQ; Liang, SL; Wang, JD; Xiang, Y; Zhao, X; Song, JL (2016). Long-Time-Series Global Land Surface Satellite Leaf Area Index Product Derived From MODIS and AVHRR Surface Reflectance. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 54(9), 5301-5318.

Xiao, ZQ; Liang, SL; Wang, TT; Jiang, B (2016). Retrieval of Leaf Area Index (LAI) and Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) from VIIRS Time-Series Data. REMOTE SENSING, 8(4), 351.

Xiao, ZQ; Wang, TT; Liang, SL; Sun, R (2016). Estimating the Fractional Vegetation Cover from GLASS Leaf Area Index Product. REMOTE SENSING, 8(4), 337.

Yang, LQ; Jia, K; Liang, SL; Liu, JC; Wang, XX (2016). Comparison of Four Machine Learning Methods for Generating the GLASS Fractional Vegetation Cover Product from MODIS Data. REMOTE SENSING, 8(8), 682.

Zhou, Y; Wang, DD; Liang, SL; Yu, YY; He, T (2016). Assessment of the Suomi NPP VIIRS Land Surface Albedo Data Using Station Measurements and High -Resolution Albedo Maps. REMOTE SENSING, 8(2), 137.

2015

Chen, Yang; Yuan, Wenping; Xia, Jiangzhou; Fisher, Joshua B.; Dong, Wenjie; Zhang, Xiaotong; Liang, Shunlin; Ye, Aizhong; Cai, Wenwen; Feng, Jinming (2015). Using Bayesian model averaging to estimate terrestrial evapotranspiration in China. JOURNAL OF HYDROLOGY, 528, 537-549.

He, Tao; Liang, Shunlin; Wang, Dongdong; Chen, Xiaona; Song, Dan-Xia; Jiang, Bo (2015). Land Surface Albedo Estimation from Chinese HJ Satellite Data Based on the Direct Estimation Approach. REMOTE SENSING, 7(5), 5495-5510.

He, Tao; Liang, Shunlin; Wang, Dongdong; Shi, Qinqing; Goulden, Michael L. (2015). Estimation of high-resolution land surface net shortwave radiation from AVIRIS data: Algorithm development and preliminary results. REMOTE SENSING OF ENVIRONMENT, 167, 20-30.

Huang, Jianxi; Tian, Liyan; Liang, Shunlin; Ma, Hongyuan; Becker-Reshef, Inbal; Huang, Yanbo; Su, Wei; Zhang, Xiaodong; Zhu, Dehai; Wu, Wenbin (2015). Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model. AGRICULTURAL AND FOREST METEOROLOGY, 204, 106-121.

Jia, Kun; Liang, Shunlin; Liu, Suhong; Li, Yuwei; Xiao, Zhiqiang; Yao, Yunjun; Jiang, Bo; Zhao, Xiang; Wang, Xiaoxia; Xu, Shuai; Cui, Jiao (2015). Global Land Surface Fractional Vegetation Cover Estimation Using General Regression Neural Networks From MODIS Surface Reflectance. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 53(9), 4787-4796.

Jiang, Bo; Zhang, Yi; Liang, Shunlin; Wohlfahrt, Georg; Arain, Altaf; Cescatti, Alessandro; Georgiadis, Teodoro; Jia, Kun; Kiely, Gerard; Lund, Magnus; Montagnani, Leonardo; Magliulo, Vincenzo; Serrano Ortiz, Penelope; Oechel, Walter; Vaccari, Francesco Primo; Yao, Yunjun; Zhang, Xiaotong (2015). Empirical estimation of daytime net radiation from shortwave radiation and ancillary information. AGRICULTURAL AND FOREST METEOROLOGY, 211, 23-36.

Qin, Jun; Tang, Wenjun; Yang, Kun; Lu, Ning; Niu, Xiaolei; Liang, Shunlin (2015). An efficient physically based parameterization to derive surface solar irradiance based on satellite atmospheric products. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 120(10), 4975-4988.

Qu, Ying; Liang, Shunlin; Liu, Qiang; He, Tao; Liu, Suhong; Li, Xiaowen (2015). Mapping Surface Broadband Albedo from Satellite Observations: A Review of Literatures on Algorithms and Products. REMOTE SENSING, 7(1), 990-1020.

Tao, Xin; Liang, Shunlin; Wang, Dongdong (2015). Assessment of five global satellite products of fraction of absorbed photosynthetically active radiation: Intercomparison and direct validation against ground-based data. REMOTE SENSING OF ENVIRONMENT, 163, 270-285.

Wang, Dongdong; Liang, Shunlin; He, Tao; Cao, Yunfeng; Jiang, Bo (2015). Surface Shortwave Net Radiation Estimation from FengYun-3 MERSI Data. REMOTE SENSING, 7(5), 6224-6239.

Wang, Dongdong; Liang, Shunlin; He, Tao; Shi, Qinqing (2015). Estimating clear-sky all-wave net radiation from combined visible and shortwave infrared (VSWIR) and thermal infrared (TIR) remote sensing data. REMOTE SENSING OF ENVIRONMENT, 167, 31-39.

Wang, Dongdong; Liang, Shunlin; He, Tao; Shi, Qinqing (2015). Estimation of Daily Surface Shortwave Net Radiation From the Combined MODIS Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 53(10), 5519-5529.

Wang, Dongdong; Liang, Shunlin; He, Tao; Yu, Yunyue; Schaaf, Crystal; Wang, Zhuosen (2015). Estimating daily mean land surface albedo from MODIS data. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 120(10), 4825-4841.

Wu, Donghai; Zhao, Xiang; Liang, Shunlin; Zhou, Tao; Huang, Kaicheng; Tang, Bijian; Zhao, Wenqian (2015). Time-lag effects of global vegetation responses to climate change. GLOBAL CHANGE BIOLOGY, 21(9), 3520-3531.

Xiao, Zhiqiang; Liang, Shunlin; Wang, Jindi; Xie, Donghui; Song, Jinling; Fensholt, Rasmus (2015). A Framework for Consistent Estimation of Leaf Area Index, Fraction of Absorbed Photosynthetically Active Radiation, and Surface Albedo from MODIS Time-Series Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 53(6), 3178-3197.

Xiao, Zhiqiang; Liang, Shunlin; Wang, Tongtong; Liu, Qiang (2015). Reconstruction of Satellite-Retrieved Land-Surface Reflectance Based on Temporally-Continuous Vegetation Indices. REMOTE SENSING, 7(8), 9844-9864.

Yao, Yunjun; Liang, Shunlin; Li, Xianglan; Chen, Jiquan; Wang, Kaicun; Jia, Kun; Cheng, Jie; Jiang, Bo; Fisher, Joshua B.; Mu, Qiaozhen; Gruenwald, Thomas; Bernhofer, Christian; Roupsard, Olivier (2015). A satellite-based hybrid algorithm to determine the Priestley-Taylor parameter for global terrestrial latent heat flux estimation across multiple biomes. REMOTE SENSING OF ENVIRONMENT, 165, 216-233.

Yao, Yunjun; Liang, Shunlin; Li, Xianglan; Chen, Jiquan; Wang, Kaicun; Jia, Kun; Cheng, Jie; Jiang, Bo; Fisher, Joshua B.; Mu, Qiaozhen; Gruenwald, Thomas; Bernhofer, Christian; Roupsard, Olivier (2015). A satellite-based hybrid algorithm to determine the Priestley-Taylor parameter for global terrestrial latent heat flux estimation across multiple biomes. REMOTE SENSING OF ENVIRONMENT, 165, 216-233.

2014

Cai, Wenwen; Yuan, Wenping; Liang, Shunlin; Liu, Shuguang; Dong, Wenjie; Chen, Yang; Liu, Dan; Zhang, Haicheng (2014). Large Differences in Terrestrial Vegetation Production Derived from Satellite-Based Light Use Efficiency Models. REMOTE SENSING, 6(9), 8945-8965.

Chen, Yang; Xia, Jiangzhou; Liang, Shunlin; Feng, Jinming; Fisher, Joshua B.; Li, Xin; Li, Xianglan; Liu, Shuguang; Ma, Zhuguo; Miyata, Akira; Mu, Qiaozhen; Sun, Liang; Tang, Jianwei; Wang, Kaicun; Wen, Jun; Xue, Yueju; Yu, Guirui; Zha, Tonggang; Zhang, Li; Zhang, Qiang; Zhao, Tianbao; Zhao, Liang; Yuan, Wenping (2014). Comparison of satellite-based evapotranspiration models over terrestrial ecosystems in China. REMOTE SENSING OF ENVIRONMENT, 140, 279-293.

Cheng, Jie; Liang, Shunlin (2014). Estimating the broadband longwave emissivity of global bare soil from the MODIS shortwave albedo product. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 119(2), 614-634.

Cheng, Jie; Liang, Shunlin; Dong, Lixin; Ren, Baiyang; Shi, Linpeng (2014). Validation of the moderate-resolution imaging spectroradiometer land surface emissivity products over the Taklimakan Desert. JOURNAL OF APPLIED REMOTE SENSING, 8, 83675.

Cheng, Jie; Liang, Shunlin; Tzeng, Y. C.; Dong, Lixin (2014). Obtaining global land-surface broadband emissivity from MODIS collection 5 spectral albedos using a dynamic learning neural network. INTERNATIONAL JOURNAL OF REMOTE SENSING, 35(4), 1395-1416.

He, Tao; Liang, Shunlin; Song, Dan-Xia (2014). Analysis of global land surface albedo climatology and spatial-temporal variation during 1981-2010 from multiple satellite products. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 119(17).

He, Tao; Liang, Shunlin; Wang, Dongdong; Shuai, Yanmin; Yu, Yunyue (2014). Fusion of Satellite Land Surface Albedo Products Across Scales Using a Multiresolution Tree Method in the North Central United States. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 52(6), 3428-3439.

Jia, Kun; Liang, Shunlin; Wei, Xiangqin; Yao, Yunjun; Su, Yingru; Jiang, Bo; Wang, Xiaoxia (2014). Land Cover Classification of Landsat Data with Phenological Features Extracted from Time Series MODIS NDVI Data. REMOTE SENSING, 6(11), 11518-11532.

Jia, Kun; Liang, Shunlin; Zhang, Lei; Wei, Xiangqin; Yao, Yunjun; Xie, Xianhong (2014). Forest cover classification using Landsat ETM plus data and time series MODIS NDVI data. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 33, 32-38.

Jia, Kun; Liang, Shunlin; Zhang, Ning; Wei, Xiangqin; Gu, Xingfa; Zhao, Xiang; Yao, Yunjun; Xie, Xianhong (2014). Land cover classification of finer resolution remote sensing data integrating temporal features from time series coarser resolution data. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 93, 49-55.

Jiang, Bo; Zhang, Yi; Liang, Shunlin; Zhang, Xiaotong; Xiao, Zhiqiang (2014). Surface Daytime Net Radiation Estimation Using Artificial Neural Networks. REMOTE SENSING, 6(11), 11031-11050.

Liu, Qiang; Liang, Shun Lin; Xiao, Zhiqiang; Fang, Hongliang (2014). Retrieval of leaf area index using temporal, spectral, and angular information from multiple satellite data. REMOTE SENSING OF ENVIRONMENT, 145, 25-37.

Qu, Ying; Liu, Qiang; Liang, Shunlin; Wang, Lizhao; Liu, Nanfeng; Liu, Suhong (2014). Direct-Estimation Algorithm for Mapping Daily Land-Surface Broadband Albedo From MODIS Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 52(2), 907-919.

Tseng, Kuo-Hsin; Liang, Song; Ibaraki, Motomu; Lee, Hyongki; Shum, C. K. (2014). Study of the variation of schistosomiasis risk in Lake Poyang in the People's Republic of China using multiple space-borne sensors for monitoring and modelling. GEOSPATIAL HEALTH, 8(2), 353-364.

Wang, Dongdong; Liang, Shunlin (2014). Improving LAI Mapping by Integrating MODIS and CYCLOPES LAI Products Using Optimal Interpolation. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 7(2), 445-457.

Wang, Dongdong; Liang, Shunlin; He, Tao (2014). Mapping High-Resolution Surface Shortwave Net Radiation From Landsat Data. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 11(2), 459-463.

Xia, Jiangzhou; Liang, Shunlin; Chen, Jiquan; Yuan, Wenping; Liu, Shuguang; Li, Linghao; Cai, Wenwen; Zhang, Li; Fu, Yang; Zhao, Tianbao; Feng, Jinming; Ma, Zhuguo; Ma, Mingguo; Liu, Shaomin; Zhou, Guangsheng; Asanuma, Jun; Chen, Shiping; Du, Mingyuan; Davaa, Gombo; Kato, Tomomichi; Liu, Qiang; Liu, Suhong; Li, Shenggong; Shao, Changliang; Tang, Yanhong; Zhao, Xiang (2014). Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia. PLOS ONE, 9(5), e97295.

Xiao, Zhiqiang; Liang, Shunlin; Wang, Jindi; Chen, Ping; Yin, Xuejun; Zhang, Liqiang; Song, Jinling (2014). Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 52(1), 209-223.

Yao, Yunjun; Liang, Shunlin; Cheng, Jie; Lin, Yi; Jia, Kun; Liu, Meng (2014). Impacts of Deforestation and Climate Variability on Terrestrial Evapotranspiration in Subarctic China. FORESTS, 5(10), 2542-2560.

Yao, Yunjun; Liang, Shunlin; Li, Xianglan; Hong, Yang; Fisher, Joshua B.; Zhang, Nannan; Chen, Jiquan; Cheng, Jie; Zhao, Shaohua; Zhang, Xiaotong; Jiang, Bo; Sun, Liang; Jia, Kun; Wang, Kaicun; Chen, Yang; Mu, Qiaozhen; Feng, Fei (2014). Bayesian multimodel estimation of global terrestrial latent heat flux from eddy covariance, meteorological, and satellite observations. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 119(8), 4521-4545.

Yuan, Wenping; Li, Xianglan; Liang, Shunlin; Cui, Xuefeng; Dong, Wenjie; Liu, Shuguang; Xia, Jiangzhou; Chen, Yang; Liu, Dan; Zhu, Wenquan (2014). Characterization of locations and extents of afforestation from the Grain for Green Project in China. REMOTE SENSING LETTERS, 5(3), 221-229.

Zhang, Xiaotong; Liang, Shunlin; Zhou, Gongqi; Wu, Haoran; Zhao, Xiang (2014). Generating Global LAnd Surface Satellite incident shortwave radiation and photosynthetically active radiation products from multiple satellite data. REMOTE SENSING OF ENVIRONMENT, 152, 318-332.

Zhang, Yuzhen; Liang, Shunlin; Sun, Guoqing (2014). Forest Biomass Mapping of Northeastern China Using GLAS and MODIS Data. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 7(1), 140-152.

2013

Cheng, J; Liang, SL; Yao, YJ; Zhang, XT (2013). Estimating the Optimal Broadband Emissivity Spectral Range for Calculating Surface Longwave Net Radiation. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 10(2), 401-405.

Li, XL; Liang, SL; Yu, GR; Yuan, WP; Cheng, X; Xia, JZ; Zhao, TB; Feng, JM; Ma, ZG; Ma, MG; Liu, SM; Chen, JQ; Shao, CL; Li, SG; Zhang, XD; Zhang, ZQ; Chen, SP; Ohta, T; Varlagin, A; Miyata, A; Takagi, K; Saiqusa, N; Kato, T (2013). Estimation of gross primary production over the terrestrial ecosystems in China. ECOLOGICAL MODELLING, 261, 80-92.

Roman, MO; Gatebe, CK; Shuai, YM; Wang, ZS; Gao, F; Masek, JG; He, T; Liang, SL; Schaaf, CB (2013). Use of In Situ and Airborne Multiangle Data to Assess MODIS- and Landsat-Based Estimates of Directional Reflectance and Albedo. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 51(3), 1393-1404.

Yao, YJ; Liang, SL; Cheng, J; Liu, SM; Fisher, JB; Zhang, XD; Jia, K; Zhao, X; Qing, QM; Zhao, B; Han, SJ; Zhou, GS; Zhou, GY; Li, YL; Zhao, SH (2013). MODIS-driven estimation of terrestrial latent heat flux in China based on a modified Priestley-Taylor algorithm. AGRICULTURAL AND FOREST METEOROLOGY, 171, 187-202.

2012

Chai, LN; Qu, YH; Zhang, LX; Liang, SL; Wang, JD (2012). Estimating time-series leaf area index based on recurrent nonlinear autoregressive neural networks with exogenous inputs. INTERNATIONAL JOURNAL OF REMOTE SENSING, 33(18), 5712-5731.

Fang, HL; Wei, SS; Liang, SL (2012). Validation of MODIS and CYCLOPES LAI products using global field measurement data. REMOTE SENSING OF ENVIRONMENT, 119, 43-54.

Guang, J; Xue, Y; Li, YJ; Liang, SL; Mei, LL; Xu, H (2012). Retrieval of aerosol optical depth over bright land surfaces by coupling bidirectional reflectance distribution function model and aerosol retrieval model. REMOTE SENSING LETTERS, 3(7), 577-584.

He, T; Liang, SL; Wang, DD; Wu, HY; Yu, YY; Wang, JD (2012). Estimation of surface albedo and directional reflectance from Moderate Resolution Imaging Spectroradiometer (MODIS) observations. REMOTE SENSING OF ENVIRONMENT, 119, 286-300.

Huang, GH; Liu, SM; Liang, SL (2012). Estimation of net surface shortwave radiation from MODIS data. INTERNATIONAL JOURNAL OF REMOTE SENSING, 33(3), 804-825.

Pan, YZ; Li, L; Zhang, JS; Liang, SL; Zhu, XF; Sulla-Menashe, D (2012). Winter wheat area estimation from MODIS-EVI time series data using the Crop Proportion Phenology Index. REMOTE SENSING OF ENVIRONMENT, 119, 232-242.

Xiao, ZQ; Wang, JD; Liang, SL; Zhou, HM; Li, XJ; Zhang, LQ; Jiao, ZT; Liu, Y; Fu, Z (2012). Variational retrieval of leaf area index from MODIS time series data: examples from the Heihe river basin, north-west China. INTERNATIONAL JOURNAL OF REMOTE SENSING, 33(3), 730-745.

Yuan, WP; Liu, SG; Liang, SL; Tan, ZX; Liu, HP; Young, C (2012). Estimations of Evapotranspiration and Water Balance with Uncertainty over the Yukon River Basin. WATER RESOURCES MANAGEMENT, 26(8), 2147-2157.

2011

Cheng, J; Liang, SL; Liu, QH; Li, XW (2011). Temperature and Emissivity Separation From Ground-Based MIR Hyperspectral Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 49(4), 1473-1484.

Qin, J Qin, J; Chen, ZQ; Yang, K; Liang, SL; Tang, WJ (2011). Estimation of monthly-mean daily global solar radiation based on MODIS and TRMM products. APPLIED ENERGY, 88(7), 2480-2489.

Wang, DD; Liang, SL (2011). Integrating MODIS and CYCLOPES Leaf Area Index Products Using Empirical Orthogonal Functions. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 49(5), 1513-1519.

Xiao, ZQ; Liang, SL; Wang, JD; Jiang, B; Li, XJ (2011). Real-time retrieval of Leaf Area Index from MODIS time series data. REMOTE SENSING OF ENVIRONMENT, 115(1), 97-106.

Xing, QG; Zheng, XY; Shi, P; Hao, JJ; Yu, DF; Liang, SZ; Liu, DY; Zhang, YZ (2011). Monitoring "Green Tide" in the Yellow Sea and the East China Sea Using Multi-Temporal and Multi-Source Remote Sensing Images. SPECTROSCOPY AND SPECTRAL ANALYSIS, 31(6), 1644-1647.

Xu, TR Xu, TR; Liu, SM; Liang, SL; Qin, J (2011). Improving Predictions of Water and Heat Fluxes by Assimilating MODIS Land Surface Temperature Products into the Common Land Model. JOURNAL OF HYDROMETEOROLOGY, 12(2), 227-244.

Xu, TR; Liang, SL; Liu, SM (2011). Estimating turbulent fluxes through assimilation of geostationary operational environmental satellites data using ensemble Kalman filter. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 116, D09109.

Zheng, T; Liang, SL (2011). A Bayesian approach to integrate satellite-estimated instantaneous photosynthetically active radiation product for daily value calculation. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 116, D15202.

2010

Gui, S, Liang, SL, Li, L (2010). Evaluation of satellite-estimated surface longwave radiation using ground-based observations. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 115, D18214.

Jiang, B, Liang, SL, Wang, JD, Xiao, ZQ (2010). Modeling MODIS LAI time series using three statistical methods. REMOTE SENSING OF ENVIRONMENT, 114(7), 1432-1444.

Kim, HY, Liang, SL (2010). Development of a hybrid method for estimating land surface shortwave net radiation from MODIS data. REMOTE SENSING OF ENVIRONMENT, 114(11), 2393-2402.

Taberner, M, Pinty, B, Govaerts, Y, Liang, S, Verstraete, MM, Gobron, N, Widlowski, JL (2010). Comparison of MISR and MODIS land surface albedos: Methodology. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 115, D05101.

Wang, DD, Liang, SL, Liu, RG, Zheng, T (2010). Estimation of daily-integrated PAR from sparse satellite observations: comparison of temporal scaling methods. INTERNATIONAL JOURNAL OF REMOTE SENSING, 31(6), 1661-1677.

Wang, DW, Wang, JD, Liang, SL (2010). Retrieving crop leaf area index by assimilation of MODIS data into a crop growth model. SCIENCE CHINA-EARTH SCIENCES, 53(5), 721-730.

Wang, KC, Liang, S, Schaaf, CL, Strahler, AH (2010). Evaluation of Moderate Resolution Imaging Spectroradiometer land surface visible and shortwave albedo products at FLUXNET sites. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 115, D17107.

Wang, KC; Dickinson, RE; Wild, M; Liang, SL (2010). Evidence for decadal variation in global terrestrial evapotranspiration between 1982 and 2002: 1. Model development. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 115, D20112.

Wang, WH; Liang, SL (2010). A Method for Estimating Clear-Sky Instantaneous Land-Surface Longwave Radiation With GOES Sounder and GOES-R ABI Data. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 7(4), 708-712.

Yao, YJ, Liang, SL, Qin, QM, Wang, KC (2010). Monitoring Drought over the Conterminous United States Using MODIS and NCEP Reanalysis-2 Data. JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 49(8), 1665-1680.

Zhang, XT; Liang, SL; Wang, KC; Li, L; Gui, S (2010). Analysis of Global Land Surface Shortwave Broadband Albedo From Multiple Data Sources. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 3(3), 296-305.

2009

Schroeder, TA, Hember, R, Coops, NC, Liang, SL (2009). Validation of Solar Radiation Surfaces from MODIS and Reanalysis Data over Topographically Complex Terrain. JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 48(12), 2441-2458.

Tao, X, Yan, BY, Wang, K, Wu, DH, Fan, WJ, Xu, XR, Liang, SL (2009). Scale transformation of Leaf Area Index product retrieved from multiresolution remotely sensed data: analysis and case studies. INTERNATIONAL JOURNAL OF REMOTE SENSING, 30(20), 5383-5395.

Wan, HW, Wang, JD, Liang, SL, Qin, J (2009). Estimating Leaf Area Index by Fusing MODIS and MISR Data. SPECTROSCOPY AND SPECTRAL ANALYSIS, 29(11), 3106-3111.

Wang, KC, Liang, SL (2009). Evaluation of ASTER and MODIS land surface temperature and emissivity products using long-term surface longwave radiation observations at SURFRAD sites. REMOTE SENSING OF ENVIRONMENT, 113(7), 1556-1565.

Wang, WH, Liang, SL (2009). Estimation of high-spatial resolution clear-sky longwave downward and net radiation over land surfaces from MODIS data. REMOTE SENSING OF ENVIRONMENT, 113(4), 745-754.

Wang, WH, Liang, SL, Augustine, JA (2009). Estimating High Spatial Resolution Clear-Sky Land Surface Upwelling Longwave Radiation From MODIS Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 47(5), 1559-1570.

2008

Chen, YM, Liang, S, Wang, J, Kim, HY, Martonchik, JV (2008). Validation of MISR land surface broadband albedo. INTERNATIONAL JOURNAL OF REMOTE SENSING, 29(23), 6971-6983.

Fang, HL, Liang, SL, Hoogenboom, G, Teasdale, J, Cavigelli, M (2008). Corn-yield estimation through assimilation of remotely sensed data into the CSM-CERES-Maize model. INTERNATIONAL JOURNAL OF REMOTE SENSING, 29(10), 3011-3032.

Fang, HL, Liang, SL, Townshend, JR, Dickinson, RE (2008). Spatially and temporally continuous LAI data sets based on an integrated filtering method: Examples from North America. REMOTE SENSING OF ENVIRONMENT, 112(1), 75-93.

Liu, RG, Liang, SL, He, HL, Liu, JY, Zheng, T (2008). Mapping incident photosynthetically active radiation from MODIS data over China. REMOTE SENSING OF ENVIRONMENT, 112(3), 998-1009.

Sun, WX, Liang, SL, Xu, G, Fang, HL, Dickinson, R (2008). Mapping plant functional types from MODIS data using multisource evidential reasoning. REMOTE SENSING OF ENVIRONMENT, 112(3), 1010-1024.

Wang, KC, Liang, SL (2008). "An improved method for estimating global evapotranspiration based on satellite determination of surface net radiation, vegetation index, temperature, and soil moisture". JOURNAL OF HYDROMETEOROLOGY, 9(4), 712-727.

Wang, W, Liang, S, Meyers, T (2008). Validating MODIS land surface temperature products using long-term nighttime ground measurements. REMOTE SENSING OF ENVIRONMENT, 112(3), 623-635.

Xiao, ZQ, Wang, JD, Liang, SL, Qu, YH, Wan, HW (2008). Retrieval of canopy biophysical variables from remote sensing data using contextual information. JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY, 15(6), 877-881.

Zheng, T, Liang, SL, Wang, KC (2008). Estimation of incident photosynthetically active radiation from GOES visible imagery. JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 47(3), 853-868.

2007

Fang, HL, Liang, SL, Kim, HY, Townshend, JR, Schaaf, CL, Strahler, AH, Dickinson, RE (2007). Developing a spatially continuous 1 km surface albedo data set over North America from Terra MODIS products. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 112(D20), D20206.

Liang, SL, Zheng, T, Wang, DD, Wang, KC, Liu, RG, Tsay, SC, Running, S, Townshend, J (2007). Mapping high-resolution incident photosynthetically active radiation over land from polar-orbiting and geostationary satellite data. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 73(10), 1085-1089.

Zhong, B, Liang, S, Holben, B (2007). Validating a new algorithm for estimating aerosol optical depths over land from MODIS imagery. INTERNATIONAL JOURNAL OF REMOTE SENSING, 28(18), 4207-4214.

2006

Jin, ML, Liang, SL (2006). An improved land surface emissivity parameter for land surface models using global remote sensing observations. JOURNAL OF CLIMATE, 19(12), 2867-2881.

Liang, SL, Zheng, T, Liu, RG, Fang, HL, Tsay, SC, Running, S (2006). Estimation of incident photosynthetically active radiation from Moderate Resolution Imaging Spectrometer data. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 111(D15), D15208.

Liang, SL, Zhong, B, Fang, HL (2006). Improved estimation of aerosol optical depth from MODIS imagery over land surfaces. REMOTE SENSING OF ENVIRONMENT, 104(4), 416-425.

Liu, RG, Liang, SL, Liu, JY, Zhuang, DF (2006). Continuous tree distribution in China: A comparison of two estimates from Moderate-Resolution Imaging Spectroradiometer and Landsat data. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 111(D8), D08101.

Liu, RGG, Liu, JYY, Liang, SL (2006). Estimation of systematic errors of MODIS thermal infrared bands. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 3(4), 541-545.

Qin, J, Yan, GJ, Liu, SM, Liang, SL, Zhang, H, Wang, J, Li, XW (2006). Application of ensemble kalman filter to geophysical parameters retrieval in remote sensing: A case study of kernel-driven BRDF model inversion. SCIENCE IN CHINA SERIES D-EARTH SCIENCES, 49(6), 632-640.

2005

Fang, HL, Liang, SL (2005). A hybrid inversion method for mapping leaf area index from MODIS data: experiments and application to broadleaf and needleleaf canopies. REMOTE SENSING OF ENVIRONMENT, 94(3), 405-424.

Fang, HL, Liang, SL, McClaran, MP, van Leeuwen, WJD, Drake, S, Marsh, SE, Thomson, AM, Izaurralde, RC, Rosenberg, NJ (2005). Biophysical characterization and management effects on semiarid rangeland observed from landsat ETM plus data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 43(1), 125-134.

Liang, S, Yu, Y, Defelice, TP (2005). VIIRS narrowband to broadband land surface albedo conversion: formula and validation. INTERNATIONAL JOURNAL OF REMOTE SENSING, 26(5), 1019-1025.

Liang, SL, Stroeve, J, Box, JE (2005). Mapping daily snow/ice shortwave broadband albedo from Moderate Resolution Imaging Spectroradiometer (MODIS): The improved direct retrieval algorithm and validation with Greenland in situ measurement. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 110(D10), D10109.

Stroeve, J, Box, JE, Gao, F, Liang, SL, Nolin, A, Schaaf, C (2005). Accuracy assessment of the MODIS 16-day albedo product for snow: comparisons with Greenland in situ measurements. REMOTE SENSING OF ENVIRONMENT, 94(1), 46-60.

2004

Fang, H, Liang, S, Chen, M, Walthall, C, Daughtry, C (2004). "Statistical comparison of MISR, ETM plus and MODIS land surface reflectance and albedo products of the BARC land validation core site, USA". INTERNATIONAL JOURNAL OF REMOTE SENSING, 25(2), 409-422.

2003

Fang, HL, Liang, SL (2003). Retrieving leaf area index with a neural network method: Simulation and validation. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 41(9), 2052-2062.

Jin, YF, Schaaf, CB, Gao, F, Li, XW, Strahler, AH, Lucht, W, Liang, SL (2003). Consistency of MODIS surface bidirectional reflectance distribution function and albedo retrievals: 1. Algorithm performance. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 108(D5), 4158.

Jin, YF, Schaaf, CB, Woodcock, CE, Gao, F, Li, XW, Strahler, AH, Lucht, W, Liang, SL (2003). Consistency of MODIS surface bidirectional reflectance distribution function and albedo retrievals: 2. Validation. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 108(D5), 4159.

Liang, SL (2003). A direct algorithm for estimating land surface broadband albedos from MODIS imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 41(1), 136-145.

Liang, SL, Fang, HL, Kaul, M, Van Niel, TG, McVicar, TR, Pearlman, JS, Walthall, CL, Daughtry, CST, Huemmrich, KF (2003). Estimation and validation of land surface broadband albedos and leaf area index from EO-1 ALI data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 41(6), 1260-1267.

2002

Huang, CQ, Townshend, JRG, Liang, SL, Kalluri, SNV, DeFries, RS (2002). Impact of sensor's point spread function on land cover characterization: assessment and deconvolution. REMOTE SENSING OF ENVIRONMENT, 80(2), 203-212.

Liang, SL, Fang, HL, Chen, MZ, Shuey, CJ, Walthall, C, Daughtry, C, Morisette, J, Schaaf, C, Strahler, A (2002). Validating MODIS land surface reflectance and albedo products: methods and preliminary results. REMOTE SENSING OF ENVIRONMENT, 83(2-Jan), 149-162.

Liang, SL, Fang, HL, Morisette, JT, Chen, MZ, Shuey, CJ, Walthall, CL, Daughtry, CST (2002). Atmospheric correction of landsat ETM plus land surface imagery - Part II: Validation and applications. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 40(12), 2736-2746.

Schaaf, CB, Gao, F, Strahler, AH, Lucht, W, Li, XW, Tsang, T, Strugnell, NC, Zhang, XY, Jin, YF, Muller, JP, Lewis, P, Barnsley, M, Hobson, P, Disney, M, Roberts, G, Dunderdale, M, Doll, C, d'Entremont, RP, Hu, BX, Liang, SL, Privette, JL, Roy, D (2002). "First operational BRDF, albedo nadir reflectance products from MODIS". REMOTE SENSING OF ENVIRONMENT, 83(2-Jan), 135-148.

2001

Liang, SL (2001). Narrowband to broadband conversions of land surface albedo I Algorithms. REMOTE SENSING OF ENVIRONMENT, 76(2), 213-238.

Liang, SL (2001). An optimization algorithm for separating land surface temperature and emissivity from multispectral thermal infrared imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 39(2), 264-274.

1999

Liang, SL, Strahler, AH, Walthall, C (1999). Retrieval of land surface albedo from satellite observations: A simulation study. JOURNAL OF APPLIED METEOROLOGY, 38(6), 712-725.