070503-地图学与地理信息系统

陆面数据同化
水文遥感

2002-09--2008-03   中国科学院寒区旱区环境与工程研究所   研究生/博士
1997-09--2001-07   兰州大学   本科/学士

   

2011-04~现在, 中国科学院寒区旱区环境与工程研究所, 研究员/博导
2009-01~2010-12,美国加州大学洛杉矶分校, 博士后
2008-04~2008-12,中国科学院寒区旱区环境与工程研究所, 助理研究员

   

（1） 寒旱区遥感与数据同化的集成理论与方法, 一等奖, 省级, 2016
（2） 中国科学院优秀博士论文提名奖, , 其他, 2010
（3） 中国科学院“朱李月华”优秀博士生奖学金, , 其他, 2008

[1] 王宏伟, 黄春林, 郝晓华, 祁元, 张金龙. 一种雪崩信息提取方法、装置、电子设备及存储介质. CN: CN109410329A, 2019-03-01.

   

[1] Jifu Guo, Jinliang Hou, Chunlin Huang. A Scalable Computing Resources System for Remote Sensing Big Data Processing Using GeoPySpark Based on Spark on K8s. REMOTE SENSING[J]. 2022, 14(521): https://doaj.org/article/af6266d537304084b08316b9279ed429.
[2] 李翔华, 黄春林, 侯金亮, 韩伟孝, 冯娅娅, 陈彦四. 结合遥感和统计数据的家畜分布网格化方法研究. 遥感技术与应用[J]. 2022, 37(1): 262-271, [3] 邢德, 侯金亮, 黄春林. Spatiotemporal Reconstruction of MODIS Normalized Difference Snow Index Products Using U-Net with Partial Convolutions. Remote Sensing[J]. 2022, [4] Jinliang Hou, Chunlin Huang, Ying Zhang, Yuanhong You. Reconstructing a Gap-Free MODIS Normalized Difference Snow Index Product Using a Long Short-Term Memory Network. IEEE Transactions on Geoscience and Remote Sensing[J]. 2022, 60: 1-14, [5] Hou, Jinliang, Huang, Chunlin, Chen, Weijing, Zhang, Ying. Developing machine learning-based snow depletion curves and analysing their sensitivity over complex mountainous areas. HYDROLOGICAL PROCESSES[J]. 2021, 35(8): http://dx.doi.org/10.1002/hyp.14303.
[6] Xianghua Li, Jinliang Hou, Chunlin Huang. High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning. REMOTE SENSING[J]. 2021, 13: https://doaj.org/article/b7009c311de242d8bb36abb5250817e6.
[7] 陈彦四, 黄春林, 侯金亮, 韩伟孝, 冯娅娅, 李翔华, 王静. 基于多时相Sentinel-2影像的黑河中游玉米种植面积提取研究. 遥感技术与应用[J]. 2021, 36(2): 324-331, http://lib.cqvip.com/Qikan/Article/Detail?id=7104870080.
[8] Chen, Weijing, Huang, Chunlin, Yang, ZongLiang. More severe drought detected by the assimilation of brightness temperature and terrestrial water storage anomalies in Texas during 2010-2013. JOURNAL OF HYDROLOGY[J]. 2021, 603: http://dx.doi.org/10.1016/j.jhydrol.2021.126802.
[9] Li, Xin, Ma, Hanqing, Ran, Youhua, Wang, Xufeng, Zhu, Gaofeng, Liu, Feng, He, Honglin, Zhang, Zhen, Huang, Chunlin. Terrestrial carbon cycle model-data fusion: Progress and challenges. SCIENCE CHINA-EARTH SCIENCES[J]. 2021, 64(10): 1645-1657, http://dx.doi.org/10.1007/s11430-020-9800-3.
[10] 陈玮婧, 黄春林, 杨宗良. Retrieving accurate soil moisture over the Tibetan Plateau using multi-source remote sensing data assimilation with simultaneous state and parameter estimations. Journal of Hydrometeorology[J]. 2021, [11] Hou, Jinliang, Huang, Chunlin, Chen, Weijing, Zhang, Ying. Improving Snow Estimates Through Assimilation of MODIS Fractional Snow Cover Data Using Machine Learning Algorithms and the Common Land Model. WATER RESOURCES RESEARCH[J]. 2021, 57(7): http://dx.doi.org/10.1029/2020WR029010.
[12] Weixiao Han, Chunlin Huang, Hongtao Duan, Juan Gu, Jinliang Hou. Lake Phenology of Freeze-Thaw Cycles Using Random Forest: A Case Study of Qinghai Lake. REMOTE SENSING[J]. 2020, 12(24): https://doaj.org/article/3180074bfe304e2298391381de562ec6.
[13] Guo, Aijun, Wei, Haiqi, Zhong, Fanglei, Liu, Shuangshuang, Huang, Chunlin. Enterprise Sustainability: Economic Policy Uncertainty, Enterprise Investment, and Profitability. SUSTAINABILITY[J]. 2020, 12(9): https://www.webofscience.com/wos/woscc/full-record/WOS:000537476200233.
[14] You, Yuanhong, Huang, Chunlin, Yang, Zongliang, Zhang, Ying, Bai, Yulong, Gu, Juan. Assessing Noah-MP Parameterization Sensitivity and Uncertainty Interval Across Snow Climates. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2020, 125(4): https://www.webofscience.com/wos/woscc/full-record/WOS:000519227000019.
[15] Li, Yan, Huang, Chunlin, Kustas, William P, Nieto, Hector, Sun, Liang, Hou, Jinliang. Evapotranspiration Partitioning at Field Scales Using TSEB and Multi-Satellite Data Fusion in The Middle Reaches of Heihe River Basin, Northwest China. REMOTE SENSING[J]. 2020, 12(19): https://doaj.org/article/c8e3e1bbddd049fda375167c456f5e59.
[16] Yunchen Wang, Chunlin Huang, Minyan Zhao, Jinliang Hou, Ying Zhang, Juan Gu. Mapping the Population Density in Mainland China Using NPP/VIIRS and Points-Of-Interest Data Based on a Random Forests Model. REMOTE SENSING[J]. 2020, 12(21): https://doaj.org/article/fdc37d4047aa4760bcdc390aeaebf704.
[17] Hou, Jinliang, Huang, Chunlin, Zhang, Ying, Guo, Jifu. On the Value of Available MODIS and Landsat8 OLI Image Pairs for MODIS Fractional Snow Cover Mapping Based on an Artificial Neural Network. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2020, 58(6): 4319-4334, http://dx.doi.org/10.1109/TGRS.2019.2963075.
[18] Shen, Ming, Duan, Hongtao, Cao, Zhigang, Xue, Kun, Qi, Tianci, Ma, Jinge, Liu, Dong, Song, Kaishan, Huang, Chunlin, Song, Xiaoyu. Sentinel-3 OLCI observations of water clarity in large lakes in eastern China: Implications for SDG 6.3.2 evaluation. REMOTE SENSING OF ENVIRONMENT[J]. 2020, 247: http://dx.doi.org/10.1016/j.rse.2020.111950.
[19] You, Yuanhong, Huang, Chunlin, Gu, Juan, Li, Hongyi, Hao, Xiaohua, Hou, Jinliang. Assessing snow simulation performance of typical combination schemes within Noah-MP in northern Xinjiang, China. JOURNAL OF HYDROLOGY[J]. 2020, 581: http://dx.doi.org/10.1016/j.jhydrol.2019.124380.
[20] Feng, Yaya, Zhong, Fanglei, Huang, Chunlin, Gu, Juan, Ge, Yingchun, Song, Xiaoyu. Spatiotemporal Distribution and the Driving Force of the Food-Energy-Water Nexus Index in Zhangye, Northwest China. SUSTAINABILITY[J]. 2020, 12(6): https://doaj.org/article/6153487ae2ca4b49ae2b4a9b3d548b56.
[21] Wang, Yunchen, Huang, Chunlin, Feng, Yaya, Zhao, Minyan, Gu, Juan. Using Earth Observation for Monitoring SDG 11.3.1-Ratio of Land Consumption Rate to Population Growth Rate in Mainland China. REMOTE SENSING[J]. 2020, 12(3): https://doaj.org/article/b1138b5e7efb44f795c7f8e208b69379.
[22] Wei Zhai, Chunlin Huang, Wansheng Pei. Building Damage Assessment Based on the Fusion of Multiple Texture Features Using a Single Post-Earthquake PolSAR Image. REMOTE SENSING[J]. 2019, 11(8): https://doaj.org/article/008dbba038e6493cb911ca6798c7aad8.
[23] Li, Guoshuai, Yang, Hong, Zhang, Ying, Huang, Chunlin, Pan, Xiaoduo, Ma, Mingguo, Song, Minhong, Zhao, Haipeng. More Extreme Precipitation in Chinese Deserts Prom 1960 to 2018. EARTH AND SPACE SCIENCE[J]. 2019, 6(7): 1196-1204, [24] Wang Hongwei, Qi Yuan, Huang Chunlin, Li Xiaoying, Deng Xiaohong, Zhang Jinlong. Analysis of vegetation changes and dominant factors on the Qinghai-Tibet Plateau, China. SCIENCES IN COLD AND ARID REGIONS[J]. 2019, 11(2): 150-158, http://lib.cqvip.com/Qikan/Article/Detail?id=7001898667.
[25] 韩伟孝, 黄春林, 王昀琛, 顾娟. 基于长时序Landsat5/8多波段遥感影像的青海湖面积变化研究. 地球科学进展[J]. 2019, 34(4): 346-355, http://lib.cqvip.com/Qikan/Article/Detail?id=7002207710.
[26] 李杨, 王杰, 黄春林. 一种基于归一化扰动模型的积雪和植被覆盖度反演方法. 地球信息科学学报[J]. 2019, 21(12): 1955-1964, http://lib.cqvip.com/Qikan/Article/Detail?id=7101077386.
[27] Li, Yan, Kustas, William P, Huang, Chunlin, Nieto, Hector, Haghighi, Erfan, Anderson, Martha C, Domingo, Francisco, Garcia, Monica, Scott, Russell L. Evaluating Soil Resistance Formulations in Thermal-Based Two-Source Energy Balance (TSEB) Model: Implications for Heterogeneous Semiarid and Arid Regions. WATER RESOURCES RESEARCH[J]. 2019, 55(2): 1059-1078, http://dx.doi.org/10.1029/2018WR022981.
[28] 尤元红, 黄春林, 张莹, 侯金亮. Noah-MP模型中积雪模拟对参数化方案的敏感性评估. 地球科学进展[J]. 2019, 34(4): 356-365, http://lib.cqvip.com/Qikan/Article/Detail?id=7002207711.
[29] Guo, Aijun, Jiang, Daiwei, Zhong, Fanglei, Ding, Xiaojiang, Song, Xiaoyu, Cheng, Qingping, Zhang, Yongnian, Huang, Chunlin. Prediction of Technological Change under Shared Socioeconomic Pathways and Regional Differences: A Case Study of Irrigation Water Use Efficiency Changes in Chinese Provinces. SUSTAINABILITY[J]. 2019, 11(24): http://dx.doi.org/10.3390/su11247103.
[30] Xu, Feinan, Wang, Weizhen, Wang, Jiemin, Huang, Chunlin, Qi, Yuan, Li, Yan, Ren, Zhiguo. Aggregation of area-averaged evapotranspiration over the Ejina Oasis based on a flux matrix and footprint analysis. JOURNAL OF HYDROLOGY[J]. 2019, 575: 17-30, http://dx.doi.org/10.1016/j.jhydrol.2019.05.011.
[31] Jinliang Hou, Chunlin Huang, Ying Zhang, Jifu Guo, Juan Gu. Gap-Filling of MODIS Fractional Snow Cover Products via Non-Local Spatio-Temporal Filtering Based on Machine Learning Techniques. REMOTE SENSING[J]. 2019, 11(1): https://doaj.org/article/6e8617d6d12a45179dc21d580f8e7f19.
[32] 宋晓谕, 高峻, 李新, 李巍岳, 张中浩, 王亮绪, 付晶, 黄春林, 高峰. 遥感与网络数据支撑的城市可持续性评价：进展与前瞻. 地球科学进展[J]. 2018, 33(10): 1075-1083, http://lib.cqvip.com/Qikan/Article/Detail?id=676666873.
[33] Zhu, Gaofeng, Li, Xin, Ma, Jinzhu, Wang, Yunquan, Liu, Shaomin, Huang, Chunlin, Zhang, Kun, Hu, Xiaoli. A new moving strategy for the sequential Monte Carlo approach in optimizing the hydrological model parameters. ADVANCES IN WATER RESOURCES[J]. 2018, 114: 164-179, http://dx.doi.org/10.1016/j.advwatres.2018.02.007.
[34] 侯海艳, 侯金亮, 黄春林, 王昀琛. 基于人工神经网络和AMSR2多频微波亮温的北疆地区雪深反演. 遥感技术与应用[J]. 2018, 33(2): 241-251, http://lib.cqvip.com/Qikan/Article/Detail?id=675247655.
[35] 丁小江, 钟方雷, 毛锦凰, 宋晓谕, 黄春林. 共享社会经济路径下中国各省城市化水平预测. 气候变化研究进展[J]. 2018, 14(4): 392-401, http://lib.cqvip.com/Qikan/Article/Detail?id=7000728871.
[36] 王鹏龙, 高峰, 黄春林, 宋晓谕, 王宝, 魏彦强, 牛艺博. 面向SDGs的城市可持续发展评价指标体系进展研究. 遥感技术与应用[J]. 2018, 33(5): 784-792, http://lib.cqvip.com/Qikan/Article/Detail?id=676750750.
[37] 魏彦强, 李新, 高峰, 黄春林, 宋晓谕, 王宝, 马瀚青, 王鹏龙. 联合国2030年可持续发展目标框架及中国应对策略. 地球科学进展[J]. 2018, 33(10): 1084-1093, http://lib.cqvip.com/Qikan/Article/Detail?id=676666874.
[38] Sun, Shaobo, Song, Zhaoliang, Wu, Xiuchen, Wang, Tiejun, Wu, Yuntao, Du, Wenli, Che, Tao, Huang, Chunlin, Zhang, Xuejun, Ping, Bo, Lin, Xiaofeng, Li, Pan, Yang, Yaoxian, Chen, Baozhang. Spatio-temporal variations in water use efficiency and its drivers in China over the last three decades. ECOLOGICAL INDICATORS[J]. 2018, 94: 292-304, http://ir.igsnrr.ac.cn/handle/311030/51347.
[39] Wei Zhai, Chunlin Huang, Wansheng Pei. Two New Polarimetric Feature Parameters for the Recognition of the Different Kinds of Buildings in Earthquake-Stricken Areas Based on Entropy and Eigenvalues of PolSAR Decomposition. REMOTE SENSING[J]. 2018, 10(10): https://doaj.org/article/6ef7a89da52c4339b18e70f9d389a44c.
[40] 黄春林. 基于人工神经网络和 ＡＭＳＲ２多频微波亮温的北疆地区雪深反演. 遥感技术与应用. 2018, [41] Li, Yan, Kustas, William P, Huang, Chunlin, Kool, Dilia, Haghighi, Erfan. Evaluation of soil resistance formulations for estimates of sensible heat flux in a desert vineyard. AGRICULTURAL AND FOREST METEOROLOGY[J]. 2018, 260: 255-261, http://dx.doi.org/10.1016/j.agrformet.2018.06.019.
[42] 王杰, 黄春林, 王建, 曹永攀, 郝晓华. 一种基于光谱库的雪粒径及形状参数反演新方法. 光谱学与光谱分析[J]. 2017, 37(5): 1502-1506, http://lib.cqvip.com/Qikan/Article/Detail?id=672191335.
[43] 曹永攀, 黄春林, 陈玮婧, 张莹. 联合同化MODIS地表温度与机载L波段微波亮度温度估计土壤水分. 遥感技术与应用[J]. 2017, 32(4): 606-614, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=6070588&detailType=1.
[44] Chen, Weijing, Shen, Huanfeng, Huang, Chunlin, Li, Xin. Improving Soil Moisture Estimation with a Dual Ensemble Kalman Smoother by Jointly Assimilating AMSR-E Brightness Temperature and MODIS LST. REMOTE SENSING[J]. 2017, 9(3): https://doaj.org/article/60878488c02a42fba811c79390f96f68.
[45] 王杰, 黄春林, 郝晓华. 一种考虑雪粒径变化的积雪面积反演算法. 地球信息科学学报[J]. 2017, 19(1): 101-109, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5898889&detailType=1.
[46] Zhang, Ying, Hou, Jinhang, Cao, Yongpan, Gu, Juan, Huang, Chunlin. OpenMP parallelization of a gridded SWAT (SWATG). COMPUTERS & GEOSCIENCES[J]. 2017, 109: 228-237, http://dx.doi.org/10.1016/j.cageo.2017.08.002.
[47] Zhang, Ying, Hou, Jinliang, Gu, Juan, Huang, Chunlin, Li, Xin. SWAT-Based Hydrological Data Assimilation System (SWAT-HDAS): Description and Case Application to River Basin-Scale Hydrological Predictions. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS[J]. 2017, 9(8): 2863-2882, https://www.webofscience.com/wos/woscc/full-record/WOS:000422718400004.
[48] Ying Zhang, Ling Zhang, Jinliang Hou, Juan Gu, Chunlin Huang. Development of an Evapotranspiration Data Assimilation Technique for Streamflow Estimates: A Case Study in a Semi-Arid Region. SUSTAINABILITY[J]. 2017, 9(10): https://doaj.org/article/0e44b8dad1ce46fba8f55c519e828f30.
[49] 李艳, 侯金亮, 黄春林. 基于Copula函数的地表温度空间降尺度研究. 遥感技术与应用[J]. 2017, 32(5): 818-824, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=6097365&detailType=1.
[50] Li, Xinghua, Fu, Wenxuan, Shen, Huanfeng, Huang, Chunlin, Zhang, Liangpei. Monitoring snow cover variability (2000-2014) in the Hengduan Mountains based on cloud-removed MODIS products with an adaptive spatio-temporal weighted method. JOURNAL OF HYDROLOGY[J]. 2017, 551: 314-327, http://dx.doi.org/10.1016/j.jhydrol.2017.05.049.
[51] Li, Yan, Huang, Chunlin, Hou, Jinliang, Gu, Juan, Zhu, Gaofeng, Li, Xin. Mapping daily evapotranspiration based on spatiotemporal fusion of ASTER and MODIS images over irrigated agricultural areas in the Heihe River Basin, Northwest China. AGRICULTURAL AND FOREST METEOROLOGY[J]. 2017, 244: 82-97, http://dx.doi.org/10.1016/j.agrformet.2017.05.023.
[52] Zhang Ying, Hou Jinliang, Cao Yongpan, Gu Juan, Huang Chunlin. OpenMP parallelization of a gridded SWAT (SWATG). COMPUTERS AND GEOSCIENCES[J]. 2017, 109: 228-237, http://dx.doi.org/10.1016/j.cageo.2017.08.002.
[53] Li, Jia, Li, Zhiwei, Zhu, Jianjun, Li, Xin, Xu, Bing, Wang, Qijie, Huang, Chunlin, Hu, Jun. Early 21st century glacier thickness changes in the Central Tien Shan. REMOTE SENSING OF ENVIRONMENT[J]. 2017, 192: 12-29, http://dx.doi.org/10.1016/j.rse.2017.02.003.
[54] Zhang, Zhen, Zimmermann, Niklaus E, Stenke, Andrea, Li, Xin, Hodson, Elke L, Zhu, Gaofeng, Huang, Chunlin, Poulter, Benjamin. Emerging role of wetland methane emissions in driving 21st century climate change. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA[J]. 2017, 114(36): 9647-9652, https://www.webofscience.com/wos/woscc/full-record/WOS:000409182200057.
[55] 黄春林. 干旱区地表Ｌ波段微波辐射特性分析：穿透深度的影响. 遥感技术与应用. 2016, [56] Zhai, Wei, Huang, Chunlin. Fast building damage mapping using a single post-earthquake PolSAR image: a case study of the 2010 Yushu earthquake. EARTH PLANETS AND SPACE[J]. 2016, 68(1): http://www.corc.org.cn/handle/1471x/2374338.
[57] Zhai, Wei, Shen, Huanfeng, Huang, Chunlin, Pei, Wansheng. Fusion of polarimetric and texture information for urban building extraction from fully polarimetric SAR imagery. REMOTE SENSING LETTERS[J]. 2016, 7(1): 31-40, https://www.webofscience.com/wos/woscc/full-record/WOS:000364039200001.
[58] 褚楠, 黄春林, 杜培军. 基于双EnKF的土壤水分与土壤属性参数同时估计. 遥感技术与应用[J]. 2016, 31(2): 214-220, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5714569&detailType=1.
[59] Zhu, Gaofeng, Li, Xin, Zhang, Kun, Ding, Zhenyu, Han, Tuo, Ma, Jinzhu, Huang, Chunlin, He, Jianhua, Ma, Ting. Multi-model ensemble prediction of terrestrial evapotranspiration across north China using Bayesian model averaging. HYDROLOGICAL PROCESSES[J]. 2016, 30(16): 2861-2879, https://www.webofscience.com/wos/woscc/full-record/WOS:000380101700009.
[60] 翟玮, 沈焕锋, 黄春林. 结合PolSAR影像纹理特征分析提取倒塌建筑物. 遥感技术与应用[J]. 2016, 31(5): 975-982, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5844296&detailType=1.
[61] Huang, Chunlin, Liu, Xingwu, Sun, Shiwei, Li, Shuai Cheng, Deng, Minghua, He, Guangxue, Zhang, Haicang, Wang, Chao, Zhou, Yang, Zhao, Yanlin, Bu, Dongbo. Insights into the transmission of respiratory infectious diseases through empirical human contact networks. SCIENTIFIC REPORTS[J]. 2016, 6: http://ir.itp.ac.cn/handle/311006/23184.
[62] Zhai, Wei, Shen, Huanfeng, Huang, Chunlin, Pei, Wansheng. Building Earthquake Damage Information Extraction from a Single Post-Earthquake PolSAR Image. REMOTE SENSING[J]. 2016, 8(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000373627400061.
[63] Huang, Guanghui, Li, Xin, Huang, Chunlin, Liu, Shaomin, Ma, Yanfei, Chen, Hao. Representativeness errors of point-scale ground-based solar radiation measurements in the validation of remote sensing products. REMOTE SENSING OF ENVIRONMENT[J]. 2016, 181: 198-206, http://dx.doi.org/10.1016/j.rse.2016.04.001.
[64] Huang, Guanghui, Li, Xin, Ma, Mingguo, Li, Hongyi, Huang, Chunlin. High resolution surface radiation products for studies of regional energy, hydrologic and ecological processes over Heihe river basin, northwest China. AGRICULTURAL AND FOREST METEOROLOGY[J]. 2016, 230: 67-78, http://dx.doi.org/10.1016/j.agrformet.2016.04.007.
[65] 王宏伟, 黄春林, 侯金亮, 李晓英. 基于数据同化算法融合多源数据估算雪深. 武汉大学学报. 信息科学版[J]. 2016, 41(6): 848-852, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5733304&detailType=1.
[66] Huang, Chunlin, Chen, Weijing, Li, Yan, Shen, Huanfeng, Li, Xin. Assimilating multi-source data into land surface model to simultaneously improve estimations of soil moisture, soil temperature, and surface turbulent fluxes in irrigated fields. AGRICULTURAL AND FOREST METEOROLOGY[J]. 2016, 230: 142-156, http://dx.doi.org/10.1016/j.agrformet.2016.03.013.
[67] Zhu, GaoFeng, Zhang, Kun, Li, Xin, Liu, ShaoMin, Ding, ZhenYu, Ma, JinZhu, Huang, ChunLin, Han, Tuo, He, JianHua. Evaluating the complementary relationship for estimating evapotranspiration using the multi-site data across north China. AGRICULTURAL AND FOREST METEOROLOGY[J]. 2016, 230: 33-44, http://dx.doi.org/10.1016/j.agrformet.2016.06.006.
[68] Chen W J, Huang C L, Shen H F, Li X. Comparison of ensemble-based state and parameter estimation methods for soil moisture data assimilation (SCI). ADVANCES IN WATER RESOURCES[J]. 2015, 86: 425-438, http://ir.casnw.net/handle/362004/27523.
[69] Chunlin Huang, Yan Li, Juan Gu, Ling Lu, Xin Li. Improving Estimation of Evapotranspiration under Water-Limited Conditions Based on SEBS and MODIS Data in Arid Regions. REMOTE SENSING[J]. 2015, 7(12): 16795-16814, https://doaj.org/article/4394fb408d61454db2235f3bf5c2591b.
[70] 闻熠, 黄春林, 卢玲, 顾娟. 基于ASTER数据黑河中游植被含水量反演研究. 遥感技术与应用[J]. 2015, 30(5): 876-883, [71] Chu N, Huang C, Li X, Du P. Simultaneous estimation of surface soil moisture and soil properties with a dual ensemble Kalman smoother (EI). SCIENCE CHINA EARTH SCIENCES[J]. 2015, 58(12): 2327-2339, http://ir.casnw.net/handle/362004/27086.
[72] Lei F N, Huang C L, Shen H F, Li X. Improving the estimation of hydrological states in the SWAT model via the ensemble Kalman smoother: Synthetic experiments for the Heihe River Basin in northwest China (SCI). ADVANCES IN WATER RESOURCES[J]. 2014, 67(32-45): http://ir.casnw.net/handle/362004/25012.
[73] 黄春林. 基于克里金空间插值的MODIS积雪覆盖率产品去云方法研究. 遥感技术与应用. 2014, [74] 李艳, 黄春林, 卢玲, 顾娟. 蒸散发遥感估算方法的研究进展. 兰州大学学报：自然科学版[J]. 2014, 50(6): 765-772, http://lib.cqvip.com/Qikan/Article/Detail?id=663485044.
[75] 李艳, 黄春林, 卢玲. 基于EFAST方法的SEBS模型参数全局敏感性分析. 遥感技术与应用[J]. 2014, 719-726, http://lib.cqvip.com/Qikan/Article/Detail?id=89717483504849524853484852.
[76] 王宏伟, 黄春林, 郝晓华, 张璞, 侯金亮. 北疆地区积雪时空变化的影响因素分析. 冰川冻土[J]. 2014, 36(3): 508-516, http://ir.casnw.net/handle/362004/24729.
[77] Hou J L, Huang C L. Improving Mountainous Snow Cover Fraction Mapping via Artificial Neural Networks Combined With MODIS and Ancillary Topographic Data (SCI). IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2014, 52(9): 5601-5611, http://ir.casnw.net/handle/362004/25145.
[78] Che, Tao, Li, Xin, Jin, Rui, Huang, Chunlin. Assimilating passive microwave remote sensing data into a land surface model to improve the estimation of snow depth. REMOTE SENSING OF ENVIRONMENT[J]. 2014, 143: 54-63, http://dx.doi.org/10.1016/j.rse.2013.12.009.
[79] 王宏伟, 黄春林, 侯金亮. 一种融合遥感和地面观测资料的雪深空间插值方法. 遥感技术与应用[J]. 2014, 993-1000, http://lib.cqvip.com/Qikan/Article/Detail?id=89717483504849524854484953.
[80] Xie H, Huang C, Liang T. Special section guest editorial: Progress in snow remote sensing (EI). JOURNAL OF APPLIED REMOTE SENSING[J]. 2014, 8(1): http://ir.casnw.net/handle/362004/25180.
[81] 黄春林, 李艳, 卢玲, 顾娟. 考虑干旱水分胁迫的地表通量遥感估算. 水科学进展[J]. 2014, 25(2): 181-188, http://ir.casnw.net/handle/362004/24570.
[82] Bateni, S Mohyeddin, Huang, Chunlin, Margulis, Steven A, Podest, Erika, McDonald, Kyle. Feasibility of Characterizing Snowpack and the Freeze-Thaw State of Underlying Soil Using Multifrequency Active/Passive Microwave Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2013, 51(7): 4085-4102, https://www.webofscience.com/wos/woscc/full-record/WOS:000320943700002.
[83] Zhu, G F, Li, X, Su, Y H, Huang, C L. Parameterization of a coupled CO2 and H2O gas exchange model at the leaf scale of Populus euphratica. HYDROLOGY AND EARTH SYSTEM SCIENCES[J]. 2010, 14(3): 419-431, http://dx.doi.org/10.5194/hess-14-419-2010.
[84] Gu J, Li X, Huang C L, Okin G S. A simplified data assimilation method for reconstructing time-series MODIS NDVI data (SCI). ADVANCES IN SPACE RESEARCH[J]. 2009, 44(4): 501-509, http://ir.casnw.net/handle/362004/15130.
[85] 黄春林. Using ensemble Kalman filter to simulate groundwater flow and solute transport in heterogeneous media with unknown contamination sources. Stochastic Environmental Research and Risk Assessment. 2009, [86] Gu Juan, Li Xin, Huang Chunlin, Ma J, Yin YL, Yu J, Zhou SG. Land Cover Classification in Heihe River Basin with Time series MODIS NDVI Data. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 2, PROCEEDINGSnull. 2008, 477-481, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000264268600095.
[87] Huang C, Li X, Lu L, Gu J. Experiments of one-dimensional soil moisture assimilation system based on ensemble Kalman filter (EI). REMOTE SENSING OF ENVIRONMENT[J]. 2008, 112(3): 888-900, http://ir.casnw.net/handle/362004/22240.
[88] Gu Juan, Li Xin, Huang Chunlin, Ho Yiu Yu, Fink W. ICA-based multi-temporal multi-spectral remote sensing images change detection. SPACE EXPLORATION TECHNOLOGIESnull. 2008, 6960: [89] Huang C, Li X, Lu L. Retrieving soil temperature profile by assimilating MODIS LST products with ensemble Kalman filter (EI). REMOTE SENSING OF ENVIRONMENT[J]. 2008, 112(4): 1320-1336, http://ir.casnw.net/handle/362004/22239.
[90] 黄春林. Estimation of regional soil moisture by assimilating multisensory passive microwave remote sensing observations based on ensemble Kalman filter. Proceedings of IGARSS. 2008, 

   

（ 1 ） 基于数据同化方法的蒸散发遥感估算及时间尺度扩展研究, 主持, 国家级, 2009-01--2011-12
（ 2 ） 多源数据同化系统的集成与运行, 主持, 部委级, 2008-01--2011-12
（ 3 ） 基于多源遥感数据的黑河流域高分辨率土壤水分同化研究, 主持, 国家级, 2014-01--2016-12
（ 4 ） 积雪的观测、模拟和多尺度遥感数据同化方法研究, 主持, 国家级, 2013-01--2016-12
（ 5 ） 寒旱区地表水文关键要素的多源遥感数据同化研究, 主持, 部委级, 2011-04--2016-04
（ 6 ） 基于遥感和流域集成模型的寒旱区可持续发展决策支持系统, 主持, 市地级, 2016-01--2018-12
（ 7 ） 联合机器学习和多尺度集合卡尔曼滤波算法的积雪数据同化方法研究, 主持, 国家级, 2017-01--2020-12
（ 8 ） 大数据驱动的美丽中国全景评价与决策支持, 主持, 部委级, 2018-01--2022-12
（ 9 ） 基于贝叶斯模型平均和遗传粒子滤波的积雪数据同化方法研究, 主持, 国家级, 2019-01--2022-12

已指导学生

侯金亮  博士研究生  070503-地图学与地理信息系统  

翟玮  博士研究生  070503-地图学与地理信息系统  

王宏伟  硕士研究生  070503-地图学与地理信息系统  

王杰  博士研究生  070503-地图学与地理信息系统  

张莹  博士研究生  070503-地图学与地理信息系统  

王定文  硕士研究生  070503-地图学与地理信息系统  

于文凭  博士研究生  070503-地图学与地理信息系统  

李艳  博士研究生  070503-地图学与地理信息系统  

侯海艳  硕士研究生  070503-地图学与地理信息系统  

现指导学生

邵宇  博士研究生  070503-地图学与地理信息系统  

王昀琛  博士研究生  070503-地图学与地理信息系统  

郭继富  博士研究生  070503-地图学与地理信息系统  

尤元红  博士研究生  070503-地图学与地理信息系统  

韩伟孝  博士研究生  070503-地图学与地理信息系统  

陈彦四  硕士研究生  070503-地图学与地理信息系统  

冯娅娅  博士研究生  070503-地图学与地理信息系统  

李翔华  硕士研究生  070503-地图学与地理信息系统