黃春林(中國科學院西北生態環境資源研究院研究員)

黃春林，博士，中國科學院西北生態環境資源研究院研究員，博士生導師，遙感與地理信息科學研究室副主任，甘肅省遙感重點實驗室常務副主任。主要從事水文遙感、多源遙感數據同化、可持續發展目標（SDGs）監測與評價等研究。主要學術成果包括：（1）開展了“狀態-參數”同步估計和多源觀測聯合的水文數據同化理論和方法研究，有效解決了觀測資料稀疏、多源觀測、模型參數不確定性等問題，提高了水文變數的模擬精度和同化系統的穩定性；（2）開展了積雪面積和雪深的遙感反演與多源數據同化理論和方法研究，實現了多源遙感觀測聯契約化，顯著提升了積雪遙感產品的質量；（3）研發了中國陸域高解析度多源遙感數據同化系統和流域水文數據同化系統，獲得了時空連續和物理一致性的陸表水文數據產品；（4）開展了蒸散發數據同化理論研究，提出了基於多源遙感數據的高時空解析度蒸散發遙感反演方法。先後主持國家自然科學基金青年/面上項目5項，中國科學院A類先導專項、STS等項目/課題3項；在國內外期刊發表學術論文100餘篇；獲甘肅省自然科學獎一等獎（排名第三）；入選甘肅省領軍人才（第二層次）。

基本介紹

• 中文名：黃春林
• 畢業院校：蘭州大學
• 主要成就：甘肅省自然科學獎一等獎（排名第三）
  2008年中國科學院“朱李月華”優秀博士生獎學金
• 學位/學歷：博士研究生

研究方向

水文遙感、多源遙感數據同化、可持續發展目標（SDGs）監測與評價

工作履歷

2016-07~, 中國科學院西北生態環境資源研究院, 研究員

2011-01~2016-06, 中國科學院寒區旱區環境與工程研究所, 研究員

2009-01~2010-12, 美國加州大學洛杉磯分校，博士後

ucla

2008-04~2008-12, 中國科學院寒區旱區環境與工程研究所, 助理研究員

教育經歷

2002-09--2008-03 中國科學院寒區旱區環境與工程研究所博士

1997-09--2001-07 蘭州大學學士

科研項目

（ 1 ） 基於數據同化方法的蒸散發遙感估算及時間尺度擴展研究, 主持, 國家級, 2009-01--2011-12

（ 2 ） 多源數據同化系統的集成與運行, 主持, 部委級, 2008-01--2011-12

（ 3 ） 基於多源遙感數據的黑河流域高解析度土壤水分同化研究, 主持, 國家級, 2014-01--2016-12

（ 4 ） 積雪的觀測、模擬和多尺度遙感數據同化方法研究, 主持, 國家級, 2013-01--2016-12

（ 5 ） 寒旱區地表水文關鍵要素的多源遙感數據同化研究, 主持, 部委級, 2011-04--2016-04

（ 6 ） 基於遙感和流域集成模型的寒旱區可持續發展決策支持系統, 主持, 市地級, 2016-01--2018-12

（ 7 ） 聯合機器學習和多尺度集合卡爾曼濾波算法的積雪數據同化方法研究, 主持, 國家級, 2017-01--2020-12

（ 8 ） 大數據驅動的美麗中國全景評價與決策支持, 主持, 部委級, 2018-01--2022-12

（ 9 ） 基於貝葉斯模型平均和遺傳粒子濾波的積雪數據同化方法研究, 主持, 國家級, 2019-01--2022-12

學術兼職

地理國情監測技術套用國家地方聯合工程研究中心學委會委員

甘肅省遙感學會理事

《遙感技術與套用》編委

獎勵榮譽

（1） 寒旱區遙感與數據同化的集成理論與方法, 一等獎, 省級, 2016

（2） 中國科學院優秀博士論文提名獎, , 中國科學院大學, 2010

（3） 中國科學院“朱李月華”優秀博士生獎學金, , 中國科學院大學, 2008

學術成果

[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] 邢德, 侯金亮, 黃春林. Spatiotemporal Reconstruction of MODIS Normalized Difference Snow Index Products Using U-Net with Partial Convolutions. Remote Sensing[J]. 2022, [3] 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): [4] 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.

[5] 陳彥四, 黃春林, 侯金亮, 韓偉孝, 馮婭婭, 李翔華, 王靜. 基於多時相Sentinel-2影像的黑河中游玉米種植面積提取研究. 遙感技術與套用. 2021, 36(2): 324-331, http://lib.cqvip.com/Qikan/Article/Detail?id=7104870080.

[6] 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.

[7] 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 SCIENCESnull. 2021, 64(10): 1645-1657, http://dx.doi.org/10.1007/s11430-020-9800-3.

[8] 陳瑋婧, 黃春林, 楊宗良. 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, [9] 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): [10] 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.

[11] 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.

[12] 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.

[13] 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, https://www.webofscience.com/wos/woscc/full-record/WOS:000538748700042.

[14] 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.

[15] 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.

[16] 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.

[17] 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.

[18] 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.

[19] Hou, Jinliang, Huang, Chunlin, Zhang, Ying, Guo, Jifu, Gu, Juan. 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.

[20] Zhai, Wei, Huang, Chunlin, Pei, Wansheng. 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.

[21] 韓偉孝, 黃春林, 王昀琛, 顧娟. 基於長時序Landsat5/8多波段遙感影像的青海湖面積變化研究. 地球科學進展[J]. 2019, 34(4): 346-355, http://lib.cqvip.com/Qikan/Article/Detail?id=7002207710.

[22] 李楊, 王傑, 黃春林. 一種基於歸一化擾動模型的積雪和植被覆蓋度反演方法. 地球信息科學學報[J]. 2019, 21(12): 1955-1964, http://lib.cqvip.com/Qikan/Article/Detail?id=7101077386.

[23] 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, [24] 尤元紅, 黃春林, 張瑩, 侯金亮. Noah-MP模型中積雪模擬對參數化方案的敏感性評估. 地球科學進展[J]. 2019, 34(4): 356-365, http://lib.cqvip.com/Qikan/Article/Detail?id=7002207711.

[25] 宋曉諭, 高峻, 李新, 李巍岳, 張中浩, 王亮緒, 付晶, 黃春林, 高峰. 遙感與網路數據支撐的城市可持續性評價：進展與前瞻. 地球科學進展[J]. 2018, 33(10): 1075-1083, http://lib.cqvip.com/Qikan/Article/Detail?id=676666873.

[26] 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.

[27] 侯海艷, 侯金亮, 黃春林, 王昀琛. 基於人工神經網路和AMSR2多頻微波亮溫的北疆地區雪深反演. 遙感技術與套用[J]. 2018, 33(2): 241-251, http://lib.cqvip.com/Qikan/Article/Detail?id=675247655.

[28] 丁小江, 鐘方雷, 毛錦凰, 宋曉諭, 黃春林. 共享社會經濟路徑下中國各省城市化水平預測. 氣候變化研究進展[J]. 2018, 14(4): 392-401, http://lib.cqvip.com/Qikan/Article/Detail?id=7000728871.

[29] 王鵬龍, 高峰, 黃春林, 宋曉諭, 王寶, 魏彥強, 牛藝博. 面向SDGs的城市可持續發展評價指標體系進展研究. 遙感技術與套用. 2018, 33(5): 784-792, http://lib.cqvip.com/Qikan/Article/Detail?id=676750750.

[30] 魏彥強, 李新, 高峰, 黃春林, 宋曉諭, 王寶, 馬瀚青, 王鵬龍. 聯合國2030年可持續發展目標框架及中國應對策略. 地球科學進展[J]. 2018, 33(10): 1084-1093, http://lib.cqvip.com/Qikan/Article/Detail?id=676666874.

[31] 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.

[32] 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.

[33] 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.

[34] 黃春林. 基於人工神經網路和 ＡＭＳＲ２多頻微波亮溫的北疆地區雪深反演. 遙感技術與套用. 2018, [35] 王傑, 黃春林, 王建, 曹永攀, 郝曉華. 一種基於光譜庫的雪粒徑及形狀參數反演新方法. 光譜學與光譜分析[J]. 2017, 37(5): 1502-1506, http://lib.cqvip.com/Qikan/Article/Detail?id=672191335.

[36] 曹永攀, 黃春林, 陳瑋婧, 張瑩. 聯契約化MODIS地表溫度與機載L波段微波亮度溫度估計土壤水分. 遙感技術與套用[J]. 2017, 32(4): 606-614, [37] 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.

[38] 王傑, 黃春林, 郝曉華. 一種考慮雪粒徑變化的積雪面積反演算法. 地球信息科學學報[J]. 2017, 19(1): 101-109, [39] 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.

[40] 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.

[41] 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.

[42] 李艷, 侯金亮, 黃春林. 基於Copula函式的地表溫度空間降尺度研究. 遙感技術與套用[J]. 2017, 32(5): 818-824, [43] 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.

[44] 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.

[45] 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.

[46] 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.

[47] 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.

[48] 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.

[49] 黃春林. 乾旱區地表Ｌ波段微波輻射特性分析：穿透深度的影響. 遙感技術與套用. 2016, [50] 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.

[51] 褚楠, 黃春林, 杜培軍. 基於雙EnKF的土壤水分與土壤屬性參數同時估計. 遙感技術與套用[J]. 2016, 31(2): 214-220, [52] 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.

[53] 翟瑋, 黃春林, 黃春林. 結合PolSAR影像紋理特徵分析提取倒塌建築物. 遙感技術與套用[J]. 2016, 31(5): 975-982, [54] 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.

[55] 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.

[56] 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.

[57] 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.

[58] 王宏偉, 黃春林, 侯金亮, 李曉英. 基於數據同化算法融合多源數據估算雪深. 武漢大學學報. 信息科學版[J]. 2016, 41(6): 848-852, [59] 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.

[60] 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.

[61] 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.

[62] 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.

[63] 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.

[64] 聞熠, 黃春林, 盧玲, 顧娟. 基於ASTER數據黑河中游植被含水量反演研究. 遙感技術與套用[J]. 2015, 30(5): 876-883, [65] 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.

[66] 黃春林. 基於克里金空間插值的MODIS積雪覆蓋率產品去雲方法研究. 遙感技術與套用. 2014, [67] 李艷, 黃春林, 盧玲, 顧娟. 蒸散發遙感估算方法的研究進展. 蘭州大學學報：自然科學版. 2014, 50(6): 765-772, http://lib.cqvip.com/Qikan/Article/Detail?id=663485044.

[68] 李艷, 黃春林, 盧玲. 基於EFAST方法的SEBS模型參數全局敏感性分析. 遙感技術與套用. 2014, 719-726, http://lib.cqvip.com/Qikan/Article/Detail?id=89717483504849524853484852.

[69] 王宏偉, 黃春林, 郝曉華, 張璞, 侯金亮. 北疆地區積雪時空變化的影響因素分析. 冰川凍土[J]. 2014, 36(3): 508-516, http://ir.casnw.net/handle/362004/24729.

[70] 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.

[71] 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.

[72] 王宏偉, 黃春林, 侯金亮. 一種融合遙感和地面觀測資料的雪深空間插值方法. 遙感技術與套用. 2014, 993-1000, http://lib.cqvip.com/Qikan/Article/Detail?id=89717483504849524854484953.

[73] 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.

[74] 黃春林, 李艷, 盧玲, 顧娟. 考慮乾旱水分脅迫的地表通量遙感估算. 水科學進展[J]. 2014, 25(2): 181-188, http://ir.casnw.net/handle/362004/24570.

[75] 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.

[76] 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.

[77] 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.

[78] 黃春林. 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, [79] 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.

[80] 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.

[81] 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: [82] 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.

[83] 黃春林. Estimation of regional soil moisture by assimilating multisensory passive microwave remote sensing observations based on ensemble Kalman filter. Proceedings of IGARSS. 2008,

[84] 王宏偉, 黃春林, 郝曉華, 祁元, 張金龍. 一種雪崩信息提取方法、裝置、電子設備及存儲介質. CN: CN109410329B, 2021-08-06

指導學生

已指導學生

侯金亮 博士研究生 070503-地圖學與地理信息系統

翟瑋 博士研究生 070503-地圖學與地理信息系統

王宏偉 碩士研究生 070503-地圖學與地理信息系統

王傑 博士研究生 070503-地圖學與地理信息系統

張瑩 博士研究生 070503-地圖學與地理信息系統

王定文 碩士研究生 070503-地圖學與地理信息系統

於文憑 博士研究生 070503-地圖學與地理信息系統

李艷 博士研究生 070503-地圖學與地理信息系統

侯海艷 碩士研究生 070503-地圖學與地理信息系統

現指導學生

邵宇博士研究生 070503-地圖學與地理信息系統

王昀琛 博士研究生 070503-地圖學與地理信息系統

郭繼富 博士研究生 070503-地圖學與地理信息系統

尤元紅 博士研究生 070503-地圖學與地理信息系統

韓偉孝 博士研究生 070503-地圖學與地理信息系統

陳彥四 碩士研究生 070503-地圖學與地理信息系統

馮婭婭 博士研究生 070503-地圖學與地理信息系統

李翔華 碩士研究生 070503-地圖學與地理信息系統

張達碩士研究生 070503-地圖學與地理信息系統

尤文軍 碩士研究生 070503-地圖學與地理信息系統

馬鵬飛 碩士研究生 070503-地圖學與地理信息系統