梁顺林

梁顺林,男,1963年生。北京师范大学地理学与遥感科学学院院长,国家“千人计划”特聘专家,“863”重点项目首席科学家。长期以来从事定量遥感、地表参数反演、四维同化遥感数据产品以及环境变化评价等工作。他创建了多个土壤-植被-大气系统复合的辐射传输模型,率先倡导和发展数据同化的遥感方法,发展了一系列卫星遥感地表参数反演算法,其中一些算法已被多国航天部门用来生产业务化的卫星陆表产品。他带领的团队生产出GLASS产品这一中国品牌向全球发布,改写了中国没有自主知识产权的全球陆表遥感产品、只是他人产品使用者的历史。目前致力于卫星遥感在全球气候变化中的应用。他是IEEE会士,担任过IEEE TGRS杂志副编辑,以及一系列国际遥感杂志客座编辑。撰写或者编辑的5部英文专著在国外出版(其中4部也以中文在国内出版),其中二部已经成为国内外许多大学的遥感教材,发表6本杂志专刊,25章书的章节。发表SCI论文210余篇,总被引9500余次,H-Index为48。

主要研究方向
主要研究领域包括遥感数据时空分析、遥感地表参数反演、辐射传输建模、数据同化研究、遥感在碳、水循环中的应用以及人类活动对环境的影响评价。
Email: sliang@bnu.edu.cn
 
教育背景
1979.9—1983.6 理学学士 南京大学 计算机制图学
1983.9—1986.6 理学硕士 南京大学 遥感与地理信息系统
1989.9—1993.1 理学博士 波士顿大学 地理学(遥感方向)
 
工作经历
2015/01-至今,北京师范大学,地理学与遥感科学学院,教授/院长
2011/01-至今,遥感科学国家重点实验室,副主任
2009/3-2015/01,北京师范大学,全球变化与地球系统科学研究院,教授
2007/08-至今,马里兰大学,地理系,教授
2001/08-2007/07,马里兰大学,地理系,副教授
1995/08-2001/07,马里兰大学,地理系,助教授
1993/09-1995/07,马里兰大学,地理系,助教研究科学家
1992/05-1993/08,波士顿大学,地理系,博士后
1986/07-1988/12,南京大学,地理系,助教/讲师
 
科研项目
1. 国家自然科学基金重点项目:基于集群式算法的陆表遥感反演模型,2014/01-2018/12,主持
2. 863计划主题项目:全球陆表特征参量数据产品生成技术,2013/12-2016/12,主持
3. 863计划重点项目,全球陆表特征参量产品集成生成系统研发与产品生成,2009/09-2012/06,主持
 
出版专著:
1.梁顺林,Quantitative Remote Sensing of Land Surfaces,John Wiley and Sons, Inc., 2004,ISBN 9780471281665
2.梁顺林(著),范闻捷等(译),定量遥感,科学出版社,2004,ISBN 7987030237422
3.梁顺林,Advances in Land Remote Sensing: System, Modeling, Inversion and Application, Springer, 2008, ISBN 9781402064494.
4.梁顺林、李小文、王锦地, Advanced Remote Sensing:Terrestrial Information Extraction and Applications,Academic Press,2012,ISBN 9780123859556
5.梁顺林,李小文,王锦地, 定量遥感:理念与算法,科学出版社,2013,ISBN: 9787030357007
6.梁顺林、李新、谢先红,Land Surface Observation, Modeling and Data Assimilation,World Scientific,2013,ISBN: 9789814472609
7.梁顺林、李新、谢先红,陆面过程观测、模拟与数据同化,高教出版社,2013,ISBN: 9787040375572
8.梁顺林、张晓通、肖志强、程洁、刘强、赵祥, Global LAnd Surface Satellite (GLASS) Products: Algorithms, Validation, and Analysis,Springer,2013,ISBN 9783319025872
9.梁顺林、张晓通、肖志强、程洁、刘强、赵祥,全球陆表卫星GLASS产品:算法、验证和分析,高教出版社,2014 
 
近期论文
1.Xu, T., S. Bateni, S. Liang,  (2015), Estimating turbulent heat fluxes with a weak-constraint data assimilation scheme: A case study (HiWATER-MUSOEXE), IEEE Geoscience and Remote Sensing Letters, 12 (1), 68-72.
 
2.Xie, X., Liang, S., Yao, Y., Jia, K., Meng, S., & Li, J. (2015). Detection and attribution of changes in hydrological cycle over the Three-North region of China: Climate change versus afforestation effect. Agricultural and Forest Meteorology, 203, 74-87
 
3.Qu, Y., Liang, S., Liu, Q., He, T., Liu, S., & Li, X. (2015). Mapping Surface Broadband Albedo from Satellite Observations: A Review of Literatures on Algorithms and Products. Remote Sensing, 7, 990-1020
 
4.Xu, T., S. Liu, Z. Xu, S. Liang, L. Xu, (2015), A dual-pass data assimilation scheme for estimating surface fluxes with FY3A-VIRR land surface temperature, Science China - Earth Sci., 58 (2): 211–230
 
5.Huang, J., L. Tian, S. Liang, H. Ma, I. Becker-Reshef, Y. Huang, W. Su, X. Xiaodong, D. Zhu., W. Wu, (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
 
6.Jiang, B., S. Liang, W. Yuan, (2015), Observational evidence for impacts of vegetation change on local surface climate over northern China using the Granger causality, Journal of Geophysical Research – Biogeosciences, 120, 1–12, doi:10.1002/2014JG002741.
 
7.Jia, K., S. Liang, X. Wei, Q. Li, X. Du, B. Jiang, Y. Yao, X. Zhao, and Y. Li, (2015), Fractional forest cover changes in Northeast China from 1982 to 2011 and its relationship with climatic variations, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(2):775-783
 
8.Cao, Y., S. Liang; X. Chen, T. He, (2015), Assessment of sea-ice albedo radiative forcing and feedback over the Northern Hemisphere from 1982 to 2009 using satellite and reanalysis data, Journal of Climate, 28(3):1248-1259
 
9.Xiao, Z., S. Liang, J. Wang, P. Chen, X. Yin, L. Zhang, J. Song,  (2014), Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product from Time Series MODIS Surface Reflectance, IEEE Transactions on Geosciences and Remote Sensing, 52(1):209-223
 
10.Qu, Y., Q. Liu, S. Liang, L. Wang, N. Liu, and S. Liu, (2014), Direct-estimation algorithm for mapping daily land-surface broadband albedo from MODIS data, IEEE Transactions on Geosciences and Remote Sensing, 52(2):907-919
 
11.Chen, Y., J. Xia, S. Liang, J. Feng, J. B Fisher, X. Li, X. Li, S. Liu, et al.,  (2014), Comparison of satellite-based evapotranspiration models over terrestrial ecosystems in China, Remote Sensing of Environment, 140, 279-293
 
12.Kim, W., Y. Cao and S. Liang, (2014), Assessment of Radiometric Degradation of FY-3A MERSI Reflective Solar Bands using TOA Reflectance of Pseudo-Invariant Calibration Sites, IEEE Geoscience and Remote Sensing Letters, 11(4):793-797
 
13.Kim, W., He, T., Wang, D. D., Cao, C. Y., & Liang, S.  (2014). Assessment of Long-Term Sensor Radiometric Degradation Using Time Series Analysis. IEEE Transactions on Geoscience and Remote Sensing, 52(5), 2960-2976.
 
14.Cheng, J., & S. Liang,  (2014). Effects of thermal-infrared emissivity directionality on surface broadband emissivity and longwave net radiation estimation. IEEE Geoscience and Remote Sensing Letters, 11(2):499-503 
 
15.Cheng, J.,  S. Liang, Y. Yao, B. Ren, L. Shi, H. Liu, (2014), A comparative study of three land surface broadband emissivity datasets from satellite data, Remote Sensing, 4(1):111-134
 
16.Wang, D., S. Liang, T. He, (2014), Mapping high-resolution surface shortwave net radiation from Landsat data, IEEE Geoscience and Remote Sensing Letters, 11(2):459-463
 
17.Yao, Y., S. Liang, S. Zhao, Y. Zhang, Q. Qin, J. Cheng, K. Jia, X. Xie, N. Zhang, M. Liu, (2014), Validation and Application of the Modified Satellite-Based  Priestley Taylor Algorithm for Mapping Terrestrial Evapotranspiration, Remote Sensing, 6(1), 880-904; doi:10.3390/rs6010880
 
18.Zhang, Y., Liang, S., Sun, G., (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, 140-152
 
19.Zhang, Y., S. Liang, (2014), Surface radiative forcing of forest disturbances over northeastern China, Environmental Research Letters, 9, 024002
 
20.Xia, J., S. Liu, S. Liang, Y. Chen, W. Xu, W. Yuan, (2014), Spatio-temporal Patterns and Control Mechanisms of Biomass Carbon Stock of Global Grassland Ecosystems from 1982 to 2006, Remote Sensing, 6(3), 1783-1802; doi:10.3390/rs6031783
 
21.Liu, Q., S. Liang, Z. Xiao, H. Fang, (2014), Retrieval of Leaf Area Index using temporal, spectral, and angular information from multiple satellite data, Remote Sensing of Environment, 145, 25-37
 
22.Cheng J., S. Liang, (2014), Estimating the Broadband Longwave Emissivity of Global Bare Soil from the MODIS Shortwave Albedo Product, Journal of Geophysical Research,119(2), 614-634, DOI: 10.1002/2013JD020689
 
23.Cai, W., Yuan, S. Liang, X. Zhang, et al.,  (2014), Improved estimations of gross primary production using satellite-derived photosynthetically active radiation, Journal of Geophysical Research – Biogeosciences,119(1):110-123,  doi: 10.1002/2013JG002456
 
24.Yuan, W., X. Li, S. Liang, X. Cui, et al., (2014), Characterization of locations and extents of afforestation from the Grain for Green Project in China, Remote Sensing Letters, 5(3):221-229
 
25.Xia, J., S. Liang, J. Chen, W. Yuan, et al.,   (2014), Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia, PLOS ONE, 9(5): e97295. doi: 10.1371/journal.pone.0097295
 
26.Shi, Q., S. Liang, (2014), Surface Energy Budget over the Tibetan Plateau from Ground Measurements, Reanalysis, and Satellite Data, Atmospheric Chemistry and Physics, 14, 5659–5677
 
27.Wang, D., S. Liang, (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
 
28.He, T., Liang, S., Wang, D., Shuai, Y., & Yu, Y. (2014), Fusion of satellite land surface albedo products across scales using a multi-resolution tree method in the north-central United States. IEEE Transactions on Geoscience and Remote Sensing, 52(6):3428-3439
 
29.Cheng, J.,  S. Liang, Y. C. Tzeng, L. Dong, (2014), Mapping global broadband emissivity from MODIS Collection 5 spectral albedos using a dynamic learning neural network,  International Journal of Remote Sensing, 35(4): 1395-1416
 
30.Yao,Y., S.Liang, X. Li., et al., (2014), Bayesian multi-model estimation of global terrestrial latent heat flux from eddy covariance, meteorological and satellite observations, Journal of Geophysical Research, 119(8): 4521–4545
 
31.Li, X., S. Liang, W. Yuan, G. Yu, et al.,  (2014), Estimation of Evapotranspiration over the Terrestrial Ecosystems in China. Ecohydrology, 7(1):139-149.
 
32.Jia, K., S. Liang, N. Zhang, X. Wei, X. Gu, X., Zhao, Y. Yao, X. Xie,  (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.
 
33.Jia, K. S Liang, L. Zhang, X. Wei, Y. Yao, X. Xie, (2014), Forest cover classification using Landsat ETM+ data and time series MODIS NDVI data, International Journal of Applied Earth Observation and Geoinformation, 33, 32-38
 
34.Jia, K., S. Liang, X. Wei, L. Zhang, Y. Yao, S. Gao, (2014), Automatic land-cover update approach integrating iterative training sample selection and a Markov Random Field model, Remote Sensing Letters, 5(2):148-156
 
35.Yuan, W.,  S. Liu, W. Dong, S. Liang, et al., (2014), Differentiating Moss from Higher Plants is Critical in Studying the Carbon Cycle of Boreal Biome, Nature Communications, 5:4270, doi:10.1038/ncomms5270
 
36.Zhang, Y., S. Liang, (2014), Changes in forest biomass and linkage to climate and forest disturbances over northeastern China, Global Change Biology, 20, 2596-2606
 
37.Yao,Y., S. Liang, X. Xie., et al., (2014). Estimation of the terrestrial water budget over northern China by merging multiple datasets, Journal of Hydrology, 519:50-68
 
38.Zhang, X., S. Liang, G. Zhou, H. Wu, and X. Zhao, (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
 
39.Xu, T., S. Bateni, S. Liang,  D. Entekhabi, K.  Mao, (2014), Estimation of Surface Turbulent Heat Fluxes via Variational Assimilation of Sequences of Land Surface Temperatures from Geostationary Operational Environmental Satellites, Journal of Geophysical Research – Atmospheres, 119, 10,780-10,798, doi:10.1002/2014JD021814
 
40.He, T., S. Liang, D. Song, (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, 10,281-10,298, doi:10.1002/2014JD021667.
 
41.Cheng, J.,  S. Liang, L. Dong, B. Ren, L. Shi, (2014), Validation of the Moderate-Resolution Imaging Spectrometer (MODIS) land surface emissivity products over the Taklimakan Desert, Journal of Applied Remote Sensing, 8(1), 083675, doi:10.1117/1.JRS.8.083675
 
42.Cai, W., W. Yuan, S. Liang, et al., (2014), Large Differences in Vegetation Production derived from Satellite-based Light Use Efficiency Models, Remote Sensing, 6, 8945-8965; doi:10.3390/rs6098945
 
43.Xie, X., S. Meng, S. Liang, (2014), Improving streamflow predictions at ungauged locations with real-time updating: Application of an EnKF-based state-parameter estimation strategy, Hydrology and Earth System Sciences, 18, 3923-3936
 
44.Yao, Y., S. Liang, J. Cheng, Y. Lin, K. Jia, and M. Liu, (2014), Impacts of Deforestation and Climate Variability on Terrestrial Evapotranspiration in Subarctic China, Forests,  5(10), 2542-2560; doi:10.3390/f5102542
 
45.Li, X., J. Ma, Y. Yao, S. Liang, G. Zhang, H. Xu, & K. Yagi, (2014), Methane and nitrous oxide emissions from irrigated lowland rice paddies after wheat straw application and midseason aeration, Nutrient Cycling in Agroecosystems,100(1):65-76
 
46.Jiang, B., Y. Zhang, S. Liang, X. Zhang, Z. Xiao, (2014), surface daytime net radiation estimation using artificial neural networks, Remote Sensing, 6, 11,031-11,050; doi:10.3390/rs61111031
 
47.Jia, K.,  S. Liang, X. Wei, Y. Yao, Y. Su, B. Jiang, X. Wang, (2014), Land cover classification of Landsat data with phenological features extracted from time series MODIS NDVI data, Remote Sensing, 6:11,518-11,532; doi:10.3390/rs61111518
 
48.He, T., S. Liang, D. Wang, Q. Shi, and X. Tao,  (2014), Estimation of high-resolution land surface shortwave albedo from AVIRIS data, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(12):4919-4928
 
49.Cheng, J., S. Liang, Y. Yao, and X. Zhang, (2013), Estimating  the optimal broadband emissivity spectral range  for calculating surface longwave net radiation, IEEE Geoscience and Remote Sensing Letters, 10(2):401-405
 
50.Li, X.,  N. Ziadi, G. Bélanger, W. Yuan, S. Liang, H. Xu, Zucong Cai, (2013), Wheat grain Cd concentration and uptake as affected by timing of fertilizer N application, (2013),  Canadian Journal of Soil Science, 93:219-222
 
51.Roman, M. O., C. K., Gatebe, Y. Shuai, Z. Wang, F. Gao, J. G. Masek, T. He, S. Liang, C. B. Schaaf, (2013), Use of In Situ and Airborne Multiangle Data to Assess MODIS- and Landsat-Based Estimates of Directional Reflectance and Albedo,  IEEE Transactions on Geosciences and Remote Sensing, 51(3), 1393-1404
 
52.Yao, Y.J., Liang, S.L., Cheng, J., Liu, S.M., Fisher, J.B., Zhang, X.D., Jia, K., Zhao, X., Qing, Q.M., Zhao, B., Han, S.J., Zhou, G.S., Zhou, G.Y., Li, Y.L., & Zhao, S.H. (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
 
53.Zhao, X., Liang, S., Liu, S., Yuan, W., Xiao, Z., Liu, Q., Cheng, J., Zhang, X., Tang, H., Zhang, X.; Liu, Q., Zhou, G., Xu, S., Yu, K. (2013), The Global Land Surface Satellite (GLASS) Remote Sensing Data Processing System and Products. Remote Sens. 2013, 5, 2436-2450.
 
54.Ren, H., S. Liang, G. Yan, J. Cheng, (2013), Empirical Algorithms to Map Global Broadband Emissivities over Vegetated Surfaces, IEEE Transactions on Geosciences and Remote Sensing, 51(5): 2619-2631
 
55.Li, X., S. Liang, et al., (2013), Estimation of Gross Primary Production over the Terrestrial Ecosystems in China, Ecological Modeling, 261-262:80-92
 
56.Liu, N., Liu, Q., Wang, L., Liang, S., Wen, J., Qu, Y., & Liu, S. (2013), A statistics-based temporal filter algorithm to map spatiotemporally continuous shortwave albedo from MODIS data. Hydrology and Earth System Sciences, 17, 2121-2129, doi:10.5194/hess-17-2121-2013
 
57.Jiang, B., S. Liang, J. Townshend, Z. Dodson, (2013), Assessment of the radiometric performance of Chinese HJ-1 satellite CCD instruments, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 6(2):840-850
 
58.Jiang, B. S. Liang, (2013), Improved vegetation greenness increases summer atmospheric water vapor over northern China, Journal of Geophysical Research, 118(15), 8129-8139, DOI: 10.1002/jgrd.50602
 
59.Yang, L., P. Gong, R. Fu, M. Zhang, J. Chen, S. Liang, B. Xu, J. Shi and R. Dickinson, (2013),  The role of satellite remote sensing in climate change studies, Nature - Climate Change, 3:875–883, doi:10.1038/nclimate1908
 
60.Shi, Q., and S. Liang, (2013), Characterizing the Surface Radiation Budget over the Tibetan Plateau with Ground-measured, Reanalysis, and Remote Sensing Datasets. Part 1: Methodology”, Journal of Geophysical research, 118(17): 9642–9657, DOI: 10.1002/jgrd.50720
 
61.Shi, Q., and S. Liang, (2013), Characterizing the Surface Radiation Budget over the Tibetan Plateau with Ground-measured, Reanalysis, and Remote Sensing Datasets. Part 2: Spatiotemporal Analysis”, Journal of Geophysical research, 118(16): 8921–8934, DOI: 10.1002/jgrd.50719
 
62.Fang, H., Jiang, C., Li, W., Wei, S., Baret, F., Chen, J.M., Garcia-Haro, J., Liang, S., Liu, R., Myneni, R.B., Pinty, B., Xiao, Z., & Zhu, Z. (2013), Characterization and intercomparison of global moderate resolution leaf area index (LAI) products: Analysis of climatologies and theoretical uncertainties. Journal of Geophysical Research - Biogeosciences, 118(2):529-548
 
63.Liang, S., A. Li, J. Shi, (2013), Recent progress in land remote sensing: algorithms and products, International Journal of Digital Earth, 6, 1-4
 
64.Liang, S., et al., (2013), A Long-term Global LAnd Surface Satellite (GLASS) Dataset for Environmental Studies, International Journal of Digital Earth, 6, 5-33
 
65.Liu, Q., Wang, L., Qu, Y., Liu, N., Liu, S., Tang, H., & Liang, S.,  (2013), A Priminary Evaluation of GLASS Albedo Product. International Journal of Digital Earth, 6, 69-95
 
66.Cheng, J., & Liang, S., (2013), Estimating global land surface broadband thermal-infrared emissivity from the Advanced Very High Resolution Radiometer optical data. International Journal of Digital Earth, 6,34-49
 
67.Sun, L., Liang, S., Yuan, W., & Chen, Z., (2013), Estimation of land surface evapotranspiration based on Penman-Monteith theory and the improved soil moisture estimates. International Journal of Digital Earth, 6, 134-156
 
68.Huang, G., Wang, W., Zhang, X., Liang, S., Liu, S., Zhao, T., Feng, J., & Ma, Z. (2013). Preliminary Validation of GLASS-DSSR products using surface measure ements collected in arid and semi-arid region of China. International Journal of Digital Earth, 6, 50-68
 
69.He, T., S. Liang, Y. Yu,D. Wang, F. Gao, Q.Liu, (2013), Greenland surface albedo changes in July 1981–2012 1from satellite observations,  Environmental Research Letters, 8(4), 044043, DOI:10.1088/1748-9326/8/4/044043
 
70.Wang, D., S. Liang, T. He, and Y. Yu, (2013), Direct Estimation of Land Surface Albedo from VIIRS Data: Algorithm Improvement and Preliminary Validation, Journal of Geophysical Research, 118(22):12,577-12,586
 
71.Xie, X., S. Meng,  S .Liang, and Y. Yao, (2013), Improving streamflow predictions at ungauged locations with real-time updating: application of an EnKF-based state-parameter estimation strategy. Hydrol. Earth Syst. Sci., 10, 13441–13473.
 
72.Xiao, Z., J. Wang, S. Liang, H. Zhou, X. Li, L. Zhang, Z. Jiao, Y. Liu, Z. Fu, (2012),  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 
 
73.Huang, G., S. Liu, S. Liang, (2012), Estimation of net surface shortwave radiation from MODIS data, International Journal of Remote Sensing, 33(3): 804–825
 
74.Fang, H., S. Wei, S. Liang, (2012), Validation of MODIS and CYCLOPES LAI products using global field measurement data, Remote Sensing of Environment, 119:43-54
 
75.He, T., S. Liang, D. Wang, H. Wu, Y. Yu, J. Wang, (2012), Estimation of Surface Albedo and Directional Reflectance from Moderate Resolution Imaging Spectroradiometer (MODIS) Observations, Remote Sensing of Environment, 119:286-300
 
76.Qin, J., K. Yang, S. Liang, W. Tang, (2012), Estimation of daily mean photosynthetically active radiation under all-sky conditions based on relative sunshine data, Journal of Applied Meteorology and Climatology, 51(1):150-160
 
77.Cai, L., Y. Qui, L. Zhang, S, Liang, and J. Wang, (2012), Estimating time-series leaf area index based on recurrent nonlinear autoregressive neural networks with exogenous inputs,  International Journal of Remote Sensing, 33(8), 5712-5731
 
78.Wu, H., S. Liang, L. Tong, T. He, Y. Yu,  (2012), Bidirectional Reflectance for Multiple Snow-covered Land Types from MISR Products, IEEE Geoscience and Remote Sensing Letters, 9(5):994-998, DOI: 10.1109/LGRS.2012.2187041
 
79.Yao, Y., S. Liang, Q. Qin, K. Wang, S. Liu, S. Zhao, N. Zhang, H. Dong, (2012), Satellite detection of the increases in global land surface evapotranspiration during 1984-2007, International Journal of Digital Earth, 5, 299-318
 
80.Li. A. S. Liang, A. Wang, C. Huang, (2012), Investigating the Impacts of North Atlantic Oscillation on Global Vegetation Changes by Remotely Sensed Vegetation Index, International Journal of Remote Sensing, 33(22): 7222-7239.
 
81.Yuan, W., S. Liu, S. Liang, Z. Tan, H. Liu, C. Young, (2012), Estimations of Evapotranspiration and Water Balance with Uncertainty over the Yukon River Basin, Water Resources Management, 26(8): 2147-2157, DOI: 10.1007/s11269-012-0007-3
 
82.Yuan, W.,  S. Liang, S. Liu, E. Weng, Y. Luo, D. Hollinger, H. Zhang, (2012), Improving Model Parameter Estimation using Process Relationships between vegetation production and ecosystem respiration , Ecological modeling, 240:29-40
 
83.Pan, Y., Li, L., Zhang, J., Liang, S., Zhu, X.F., & 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
 
84.Sun, L., Sun, R., Li, X., Liang, S., & Zhang, R. (2012). Monitoring surface soil moisture status based on remotely sensed surface temperature and vegetation index information. Agricultural and Forest Meteorology, 166-167, 175-187
 
85.Bateni, S. M., S. Liang, (2012), Estimating surface energy fluxes using a dual-source data assimilation approach adjoined to the heat diffusion equation, Journal of Geophysical Research,117, D17118, doi:10.1029/2012JD017618
 
86.Zhang, Y., Y. Qu, J. Wang, S. Liang, (2012), Estimating leaf area index from MODIS and surface meteorological data using a dynamic Bayesian network, Remote Sensing of Environment, 127:30-43
 
87.Wang, K., R., Dickinson, M. Wild, and S. Liang, (2012), Atmospheric Controls on Climatic Variability of Surface Incident Solar Radiation, Atmospheric Chemistry and Physics, 12, 9581-9592
 
88.Zhu, X., S. Liang, Y. Pan, (2012), Observational Evidence of the Cooling Effect of Agricultural Irrigation in Jilin, China, Climatic Change, 114:799-811, DOI 10.1007/s10584-012-0435-3
 
89.Wang, K., R. Dickinson, S. Liang, (2012), Global Atmospheric Evaporative Demand over Land from 1973 to 2008, Journal of Climate, 25:8353-8361
 
90.Wu, H., X. Zhang, S. Liang, G. Zhou, H. Yang, G. Zhou, (2012), Estimation of Clear-sky Land Surface Longwave Radiation from MODIS Data Products by Merging Multiple Models, Journal of Geophysical Research-Atmosphere, 117, D22107, doi:10.1029/2012JD017567
 
91.Guang, J. Y. Xue, Y. Li, S. Liang, L. Mei, H. Xu, (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
 
92.Qin, J., K. Yang, S. Liang, H. Zhang, Y. Ma, X. Guo, (2011), Evaluation of surface albedo in GEWEX-SRB and ISCCP-FD data against validated MODIS product over the Tibetan Plateau, Journal of Geophysical Research, 116, D24116
 
93.Xiao, Z., S. Liang, J. Wang, and B. Jiang, (2011), Real-time inversion of leaf area index from MODIS time series data, Remote Sensing of Environment, 115(1):97-106
 
94.Fang, H., S. Liang, G. Hoogenboom, (2011), Integration of MODIS LAI and vegetation index products with the CSM–CERES–Maize model for corn yield estimation. International Journal of Remote Sensing, 32(4): 1039–1065
 
95.Cheng, J., S. Liang, Q. Liu, X. Li, (2011), Temperature and emissivity separation from ground-based MIR hyperspectral data, IEEE Transactions on Geosciences and Remote Sensing, 49(4): 1473-1484
 
96.Xu, T., S. Liu, S. Liang, & J. Qin, (2011), Improving Predictions of Water and Heat Fluxes by Assimilating MODIS Land Surface Temperature Products into Common Land Model, Journal of Hydrometeorology, 12:227-244.
 
97.Galleguillos, M., F. Jacob, L. Prévot, P. Lagacherie, S. Liang, (2011), Mapping daily evapotranspiration over a Mediterranean vineyard watershed, IEEE Geoscience and Remote Sensing Letters, 8(1): 168-172
 
98.Qin, J., Chen, Z., K. Yang, S. Liang, T. Wang,  (2011), Estimation of monthly-mean daily global solar radiation based on MODIS and TRMM products, Applied Energy,  88(7): 2480-2489
 
99.Xu, T., S. Liang, S. Liu, (2011), Estimating turbulent fluxes through assimilation of geostationary operational environmental satellites data using ensemble Kalman filter, Journal of Geophysical Research, 116, D09109, doi:10.1029/2010JD015150
 
100.Yuan, W., Y. Luo, S. Liang, et al., (2011),  Thermal adaptation of net ecosystem exchange, Biogeosciences, 8, 1453-1463
 
101.Zhu, X., S. Liang, Y. Pan, & X. Zhang, (2011), Agricultural irrigation impacts on land surface characteristics detected from satellite data products in Jilin Province, China.  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 4(3):721-729
 
102.Huang, G., M. Ma, S. Liang, S. Liu, X. Li, (2011), A LUT-based approach to estimate surface solar irradiance by combining MODIS and MTSAT data, Journal of Geophysical Research, 116, D22201, doi:10.1029/2011JD016120
 
103.Wang, D., S. Liang, (2011), Integrating MODIS and CYCLOPES Leaf Area Index Products using Empirical Orthogonal Functions, IEEE Transactions on Geosciences and Remote Sensing, 49(5):1513-1519
 
104.Guang, J., Y. Xue, Y. Wang, Y. Li, L. Mei, H. Xu, S. Liang, J. Wang, L. Bai, (2011), Simultaneous determination of aerosol optical thickness and surface reflectance using ASTER visible to near-infrared data over land, International Journal of Remote Sensing, 32(22): 6961-6974
 
105.Zheng, T., S. Liang, (2011), A Bayesian Approach to Integrate Satellite Estimated Instantaneous Photosynthetically Active Radiation Product for Daily Value Calculation, Journal of Geophysical Research, 116, D15202, 18 PP., doi:10.1029/2010JD014642
 
106.Yiao, Y. S. Liang, Q. Qin, and K. Wang, S. Zhao, (2011), Monitoring Global Land Surface Drought Based on a hybrid Evapotranspiration Model, International Journal of Applied Earth Observation 
and Geoinformation, 13(3): 447-457
 
107.Cheng J., S. Liang, J. Wang, and X. Li, (2010), A Stepwise Refining Algorithm of Temperature and Emissivity Separation for Hyperspectral Thermal Infrared Data, IEEE Transactions on Geosciences and Remote Sensing, 48(3), 1588-1597.
 
108.Taberner,M., B. Pinty, Y. Govaerts, S. Liang, M. M. Verstraete, N. Gobron, J.-L. Widlowski, and S. Pinnock, (2010), Comparison of MISR and MODIS Land Surface Albedos: Methodology,  Journal of Geophysical Research – Atmosphere, 115, D05101, doi:10.1029/2009JD012665
 
109.Wang, D., S. Liang,  R. Liu, and 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, doi:10.1080/01431160903475407
 
110.Jiang, B., S. Liang, J. Wang, Z. Xiao, (2010), Modeling MODIS LAI Time Series Using Three Statistical Methods, Remote Sensing of Environment, 114:1432-1444. Doi:10.1016/j.rse.2010.01.026
 
111.Wang, D., J. Wang, and S. Liang, (2010), Retrieving Crop Leaf Area Index by Assimilation of MODIS Data into the Coupled Crop Radiative Transfer and Growth Model, Science in China Series D - Earth Sciences, 53(5):721-730.
 
112.Jiang, B., S. Liang, J. Wang, and Z. Xiao, (2010), Time series analysis and prediction of MODIS LAI product using dynamic harmonic regression model, Journal of Remote Sensing, 14(1):23-37 
 
113.Kim, H., S. Liang, (2010), Development of a New Hybrid Method for Estimating Land Surface Shortwave Net Radiation from MODIS Data, Remote Sensing of Environment, 114:2393-2402,doi: 10.1016/j.rse.2010.05.012
 
114.Li, A. W. Deng,  S. Liang and C. Huang  (2010),  Investigation on the Patterns of Global Vegetation Change Using a Satellite-Sensed Vegetation Index,  Remote Sens.  2(6), 1530-1548; doi:10.3390/rs2061530
 
115.Wang, W, and S. Liang, (2010), Algorithm Development for Estimating Clear-sky Instantaneous Land Surface Longwave Radiation Budget for GOES Sounder and GOES-R ABI data, IEEE Geoscience and Remote Sensing Letters, 7(4), 708-712
 
116.Gui, S., S. Liang, K. Wang, and L. Li, (2010),Validation of Three Satellite-Estimated Land Surface Downward Shortwave Radiation Datasets, IEEE Geoscience and Remote Sensing Letters,7(4):776-780
 
117.Liang, S., W. Kustas, G. Schaepman-Strub, X. Li,  (2010), Impacts of climate change and land use changes on land surface radiation and energy budgets, IEEE Journal of Special Topics in Applied Earth Observations and Remote Sensing, 3(3):219-224.
 
118.Liang, S., K. Wang, and X. Zhang, M. Wild, (2010), Review of estimation of land surface radiation and energy budgets from ground measurements, remote sensing and model simulation, IEEE Journal of Special Topics in Applied Earth Observations and Remote Sensing, 3(3):225-240.
 
119.Zhang, X. S. Liang, K. Wang, L. Li, and S. Gui, (2010), A climatological analysis of global land surface shortwave broadband albedo from MODIS, IEEE Journal of Special Topics in Applied Earth Observations and Remote Sensing, 3(3):296-305.
 
120.Cheng, J., S. Liang, F. Weng, J. Wang, & X. Li, (2010), Comparison of Radiative Transfer Models for Simulating Snow Surfaces Thermal Infrared Emissivity, IEEE Journal of Special Topics in Applied Earth Observations and Remote Sensing, 3(3):323-336. 
 
121.Lu, N., R. Liu, J. Liu, and S. Liang,  (2010), An algorithm for estimating downward shortwave radiation from GMS-5 visible Imagery and its evaluation over China, Journal of Geophysical Research, 115, D18102, doi:10.1029/2009JD013457 
 
122.Wang, K., and S. Liang, C. Schaaf, and A. Strahler, (2010), Evaluation of MODIS land surface shortwave and visible albedo products at FLUXNET sites, Journal of Geophysical Research, 115, D17107, doi:10.1029/2009JD013101
 
123.Gui, S., S. Liang, and L. Li, (2010), Evaluation of Satellite-Estimated Surface Longwave Radiation Using Ground-Based Observations, Journal of Geophysical Research, 115(D18): D18214, doi: 10.1029/2009JD013635
 
124.Yiao, Y. S. Liang, Q. Qin, and K. Wang, (2010), Monitoring Drought over the Conterminous United States from MODIS and NCEP Reanalysis-2 Data, Journal of Applied Meteorology and Climatology, 49(8), 1665-1680
 
125.Wang, K., B. Dickinson, M. Wild, S. Liang, (2010), Evidence for Decadal Variation in Global Terrestrial Evapotranspiration between 1982 and 2002, Part 1: Model Development" Journal of Geophysical Research – Atmospheres, 115, D20112
 
126.Wang, K., B. Dickinson, M. Wild, S. Liang, (2010), Evidence for Decadal Variation in Global Terrestrial Evapotranspiration between 1982 and 2002, Part 2: Results" Journal of Geophysical Research – Atmospheres, 115, D20113