基本信息
荆林海  男  硕导  中国科学院空天信息创新研究院
电子邮件: jinglh@aircas.ac.cn
通信地址: 北京市海淀区灯庄南路9号中科院遥感与数字地球研究所
邮政编码: 100094

研究领域

高分遥感图像处理(融合、分割、分类)、森林遥感、遥感地质

招生信息

   
招生专业
070503-地图学与地理信息系统
081802-地球探测与信息技术
070501-自然地理学
招生方向
高分遥感图像处理
遥感地质
高分森林遥感

教育背景

2002-01--2008-04   加拿大约克大学   地理空间信息与遥感博士
1994-09--1997-06   中国科学院遥感应用研究所   遥感制图专业硕士
1990-09--1994-07   山东矿业学院(现名:山东科技大学)   地质勘查学士

工作经历

   
工作简历
2012-01~现在, 中国科学院遥感与数字地球研究所, 研究员
2008-05~2011-12,加拿大约克大学, 博士后
2000-07~2001-12,中国科学院遥感应用研究所, 助理研究员
1997-07~2000-06,中国科学院遥感应用研究所, 研究实习员
社会兼职
2019-12-30-今,Image Analysis and Classification (specialty section of Frontiers in Remote Sensing), 编委
2018-12-31-今,Remote Sensing, 编委

专利与奖励

   
奖励信息
(1)  高寒深切割山区大型矿床找矿靶区圈定与评价技术研究, 一等奖, 部委级, 2021
专利成果
[1] 丁海峰, 荆林海, 马华东, 朱炳玉, 王威, 李慧, 唐韵玮. 基于地物高光谱遥感矿物组合分带的稀有金属找矿方法. CN: CN113189020A, 2021-07-30.
[2] 阎世杰, 荆林海. 基于高分辨率卫星遥感影像的树种分类计数方法及装置. CN: CN112580504A, 2021-03-30.
[3] 唐韵玮, 荆林海, 张景雄, 高涵. 一种遥感图像对象的空间关系建模方法. CN: CN107644230B, 2021-03-16.
[4] 唐韵玮, 荆林海, 陈富龙, 万昊明, 刘艳祯. 基于地表要素的遥感图像信息精细提取方法. CN: CN112434685A, 2021-03-02.
[5] 赵鑫, 李慧, 荆林海. 基于残差网络和SIFT的多源高分辨率遥感图像自动配准方法. CN202110101182.1, 2021-01-26.
[6] 丁海峰. 一种提升地球化学元素图层分辨率的方法及系统. CN: CN109345459B, 2020-08-28.
[7] 荆林海, 丁海峰, 唐韵玮, 李慧, 戈文艳, 苗中杰. 一种蚀变信息获取方法及系统. CN: CN108333129B, 2020-04-21.
[8] 荆林海, 丁海峰, 马华东, 朱炳玉, 苗中杰, 李慧, 唐韵玮. 一种自动识别遥感蚀变异常的装置和方法. CN: CN110287976A, 2019-09-27.
[9] 荆林海, 丁海峰, 马华东, 朱炳玉, 王威, 戈文艳, 唐韵玮, 李慧, 苗中杰. 一种改进的SAR图像与多光谱光学图像融合方法. 中国: CN108549902A, 2018-09-18.
[10] 荆林海, 丁海峰, 成秋明, 苗中杰, 唐韵玮, 李慧. 一种基于遥感蚀变信息的地球化学元素异常来源追踪方法. 201810049938.0, 2018-01-18.
[11] 高涵, 荆林海, 唐韵玮. 一种基于dM的图像分割质量评价方法. 201710873998.X, 2017-09-25.
[12] 李慧, 荆林海. 一种改进的遥感多光谱与全色图像融合方法. 中国: CN106327455A, 2017-01-11.
[13] 李慧, 荆林海. 一种基于PAN调制和多元线性回归的遥感MS与PAN图像融合方法. 201611208080.5, 2016-08-19.
[14] 荆林海, 李慧, 王黎明. 基于混合亚像元解混的遥感多光谱与全色图像融合算法. 201510303599.0, 2015-09-17.

出版信息

   
发表论文
(1) Spatio-temporal changes in a tourism climate index on Tibetan Plateau over the last 42 years, Journal of Environmental Management, 2022, 第 4 作者
(2) Differential impacts of climatic and land use changes on habitat suitability and protected area adequacy across the Asian elephant’s range, Sustainability, 2022, 第 3 作者
(3) Sources apportionment of heavy metal contamination in urban-agricultural-aquacultural soils near the Bohai Bay Coast, using land-use classification and Google Earth tracing, Remote Sensing, 2022, 第 3 作者
(4) Elaborate monitoring of cultural landscapes at heritage sites using very high-resolution remote sensing images, Sustainability, 2022, 第 7 作者
(5) Individual tree species classification based on convolutional neural networks and multitemporal high-resolution remote sensing images, Sensors, 2022, 第 3 作者
(6) 基于机载LIDAR数据和Landsat8影像的芬兰北部泰加林-苔原过渡带提取, 遥感技术与应用, 2021, 第 3 作者
(7) Tree Species Classification of Forest Stands Using Multisource Remote Sensing Data, REMOTE SENSING, 2021, 第 3 作者
(8) A recurrent curve matching classification approach by integrating within-object spectral variability and between-object spatial association, International Journal of Applied Earth Observation and Geoinformation, 2021, 第 3 作者
(9) 基于卷积神经网络的高分遥感影像单木树种分类, 激光与光电子学进展, 2021, 通讯作者
(10) Quantitative determination of auxiliary information for mapping soil heavy metals and soil contamination risk assessment, APPLIED GEOCHEMISTRY, 2021, 第 3 作者
(11) Fusion of Geochemical and Remote-Sensing Data for Lithological Mapping Using Random Forest Metric Learning, MATHEMATICAL GEOSCIENCES, 2021, 第 3 作者
(12) Remote Sensing-Based Dynamic Monitoring of Immovable Cultural Relics, from Environmental Factors to the Protected Cultural Site: A Case Study of the Shunji Bridge, SUSTAINABILITY, 2021, 第 3 作者
(13) A New Individual Tree Species Recognition Method Based on a Convolutional Neural Network and High-Spatial Resolution Remote Sensing Imagery, REMOTE SENSING, 2021, 通讯作者
(14) Image fusion framework considering mixed pixels and its application to pansharpening methods based on multiresolution analysis, JOURNAL OF APPLIED REMOTE SENSING, 2020, 通讯作者
(15) An Image Registration Method for Multisource High-Resolution Remote Sensing Images for Earthquake Disaster Assessment, SENSORS, 2020, 第 4 作者
(16) Integrating spectral variability and spatial distribution for object-based image analysis using curve matching approaches, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 第 3 作者
(17) A New Individual Tree Crown Delineation Method for High Resolution Multispectral Imagery, REMOTE SENSING, 2020, 通讯作者
(18) Assessment of the Capability of Sentinel-2 Imagery for Iron-Bearing Minerals Mapping: A Case Study in the Cuprite Area, Nevada, REMOTE SENSING, 2020, 通讯作者
(19) 基于多时相Sentinel-2影像的茶园快速提取, 地球信息科学学报, 2019, 通讯作者
(20) A Hybrid Model Integrating Spatial Pattern, Spatial Correlation, and Edge Information for Image Classification, Remote Sensing, 2019, 第 2 作者
(21) 结合显著性检测和超像素分割的遥感信息提取算法研究, Extraction algorithm of remote sensing information based on saliency detection and superpixel segmentation, 计算机应用研究, 2018, 第 3 作者
(22) Lithological Classification Using Sentinel-2A Data in the Shibanjing Ophiolite Complex in Inner Mongolia, China, REMOTE SENSING, 2018, 通讯作者
(23) An Image Fusion Method Based on Image Segmentation for High-Resolution Remotely-Sensed Imagery, REMOTE SENSING, 2018, 通讯作者
(24) Lithological discrimination and mapping using ASTER and Sentinel-2A in the Shibanjing ophiolite complex of Beishan orogenic in Inner Mongolia, China,, Advances in Space Research, 2018, 通讯作者
(25) An Improved Pansharpening Method for Misaligned Panchromatic and Multispectral Data, SENSORS, 2018, 通讯作者
(26) Hyperion高光谱遥感在新疆西南果勒地区蚀变信息提取的应用, Application of Hyper-spectral Remote Extracting in Xi'nanguole Sensing on Altered Information District of Xinjiang, 测绘与空间地理信息, 2018, 第 2 作者
(27) Geostatistical modelling of spatial dependence in area-class occurrences for improved object-based classifications of remote-sensing images, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2018, 通讯作者
(28) 基于GF-1遥感影像面向对象的海岸线自动提取——以秦皇岛为例, The Coastline Automatic Extraction Research of Object-oriented Based on the GF-1 Remote Sensing Image:A Case in Qinhuangdao, 测绘与空间地理信息, 2017, 第 3 作者
(29) 基于Landsat 8-OLI数据对新疆西昆仑甜水海-羚羊滩地区铅锌矿遥感找矿模型建立及预测研究, 金属矿山, 2017, 通讯作者
(30) 基于单时相高分辨率遥感影像的震后道路提取研究, Damaged Road Extraction from Semi-Post High Resolution Remote Sensing Imagery, 测绘与空间地理信息, 2017, 第 4 作者
(31) Assessment of Pansharpening Methods Applied to WorldView-2 Imagery Fusion, SENSORS, 2017, 通讯作者
(32) 灾后高分辨率遥感影像的地震型滑坡信息自动提取算法研究, Automatic Extraction Algorithm of Seismic Landslide Information Based on After-Calamity High-Resolution Remote Sensing Image, 激光与光电子学进展, 2017, 第 3 作者
(33) 一种超像素区域相似性度量的遥感信息提取算法研究, 激光与光电子学进展, 2017, 通讯作者
(34) 遥感及综合物探方法用于山东招远南部隐伏成矿侵入体的空间定位, Application of Remote Sensing and Comprehensive Geophysical Methods in Spatial Localization of Hidden Metallogenic Intrusions in South Zhaoyuan, Shandong Province, 黄金科学技术, 2017, 第 5 作者
(35) “高分一号”卫星遥感图影像面向对象水边线提取, 航天返回与遥感, 2017, 通讯作者
(36) Improvement of a Pansharpening Method Taking Into Account Haze, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 通讯作者
(37) A novel image-fusion method based on the un-mixing of mixed MS sub-pixels regarding high-resolution DSM, INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2016, 通讯作者
(38) Implication of the chemical index of alteration as a paleoclimatic perturbation indicator: an example from the lower Neoproterozoic strata of Aksu, Xinjiang, NW China, GEOSCIENCES JOURNAL, 2016, 第 5 作者
(39) A multiple-point spatially weighted k-NN classifier for remote sensing, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2016, 通讯作者
(40) 参考1维光谱差异的区域生长种子点选取方法, Seed extraction method for seeded region growing based on one-dimensional spectral differences, 中国图象图形学报, 2016, 第 2 作者
(41) Improved Pansharpening with Un-Mixing of Mixed MS Sub-Pixels near Boundaries between Vegetation and Non-Vegetation Objects, REMOTE SENSING, 2016, 通讯作者
(42) A multiple-point spatially weighted k-NN method for object-based classification, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2016, 通讯作者
(43) Bamboo classification using WorldView-2 imagery of giant panda habitat in Wolong, Sichuan Province, China., Sensors, 2016, 通讯作者
(44) 用ASTER数据提取植被覆盖区遥感铁矿化蚀变信息, 金属矿山, 2016, 第 3 作者
(45) Age and nature of Cryogenian diamictites at Aksu, NW China: Implications for Sturtian tectonics and climate, International Geology Review, 2015, 第 4 作者
(46) Digital elevation data conflation using multiple-point geostatistics, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 第 3 作者
(47) 一种改进的基于最小生成树的遥感影像多尺度分割方法, An Improved Algorithm Based on Minimum Spanning Tree for Multi-scale Segmentation of Remote Sensing Imagery, 测绘学报, 2015, 第 5 作者
(48) Improving the efficiency and accuracy of individual tree crown delineation from high-density LiDAR data, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2014, 第 3 作者
(49) Synthetic Aperture Radar (SAR) interferometry for assessing Wenchuan Earthquake (2008) deforestation in the Sichuan Giant Panda World Heritage site, Remote Sensing, 2014, 第 6 作者
(50) 一种基于红外光谱免疫计算的矿物组分定量提取方法, 光谱学与光谱分析, 2013, 第 2 作者
(51) 基于克隆选择支持向量机高光谱遥感影像分类技术, 光谱学与光谱分析, 2013, 第 2 作者
(52) Image misalignment caused by decimation in image fusion evaluation, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2012, 通讯作者
(53) An image fusion method based on object-oriented classification, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2012, 通讯作者
(54) Automated delineation of individual tree crowns from lidar data by multi-scale analysis and segmentation, PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2012, 通讯作者
(55) CFFT最优信噪比的星载高光谱影像噪声抑制方法, Hyper-spectral remote sensing image noise reducing by CFFT based on optimal SNR, 红外与激光工程, 2012, 第 2 作者
(56) An individual tree crown delineation method based on multi-scale segmentation of imagery, ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2012, 通讯作者
(57) Spectral change directions of multispectral subpixels in image fusion, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 通讯作者
(58) An image fusion method for misaligned panchromatic and multispectral data, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 通讯作者
(59) An image fusion method taking into account phenological analogies and haze, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 通讯作者
(60) A technique based on non-linear transform and multivariate analysis to merge thermal infrared data and higher-resolution multispectral data, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2010, 通讯作者
(61) Two improvement schemes of PAN modulation fusion methods for spectral distortion minimization, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2009, 通讯作者
(62) Principal component analysis with optimum order sample correlation coefficient for image enhancement, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 第 2 作者
(63) 热红外遥感找油的时效性研究, 遥感学报, 2003, 第 4 作者
(64) 胶莱盆地北缘遥感信息的提取和解译, 地质与勘探, 2001, 通讯作者
(65) 平度市大庄子金矿床控矿构造特征及金矿赋存规律初步探讨, 地质与勘探, 2001, 第 1 作者
(66) 表面水质遥感监测研究, 遥感技术与应用, 2000, 第 4 作者
(67) 岩石实验室光谱对应分析, 遥感学报, 1999, 第 3 作者

科研活动

   
科研项目
( 1 ) 遥感示矿信息提取技术与找矿远景研究, 负责人, 国家任务, 2015-04--2017-12
( 2 ) 基于全谱段多光谱成像仪和高光谱相机的生态系统精细分类和目标识别技术, 负责人, 国家任务, 2015-11--2017-11
( 3 ) 稀有金属遥感示矿信息提取技术与找矿远景研究, 负责人, 地方任务, 2018-01--2020-12
( 4 ) 自然一带一路自然遗产地时空变化遥感监测, 负责人, 中国科学院计划, 2018-01--2022-12
( 5 ) CASEarth卫星科学应用示范, 负责人, 中国科学院计划, 2019-01--2022-12
( 6 ) 新疆西昆仑火烧云地区遥感地质调查, 负责人, 企业委托, 2018-09--2019-08
( 7 ) 中国西昆仑地区伟晶岩型锂矿找矿标志的遥感提取研究, 负责人, 国家任务, 2020-01--2023-12
( 8 ) 基于高分辨率卫星遥感影像的单木树种分类关键技术研究, 负责人, 研究所自选, 2019-09--2021-09
( 9 ) 遥感解译与远景区识别, 负责人, 国家任务, 2019-11--2022-10
参与会议
(1)西藏班公湖-怒江成矿带斑岩铜矿成矿系统遥感快速勘查技术研究   第十五届矿床大会暨2020中国矿业全产业链大会   荆林海   2020-11-24
(2)Stand species identification using GF-2 imagery and airborne LiDAR data based on SVM classifier   首届中国数字地球大会   2019-11-19
(3)Comparison of different methods to classify different objects in chittagong port along “Belt And Road” From Remotely Sensed Imagery   Zhao, Feiyue, Jing, Linhai, Li, hui, Tian, Shufang   2018-12-12
(4)A novel deep learning-based individual tree species classification method   Yan, Shijie Jing, Linhai, Qiu, Lin, Tang, Yunwei   2018-12-12
(5)A novel tree crown delineation method based on brightness and spectra   Qiu, Lin, Jing, Linhai, Yan, Shijie, Tang, Yunwei   2018-12-12
(6)Tree species identification from high resolution remote sensing imagery based on image fusion and deep learning   Jing, Linhai, Yan, Shijie, Qiu, Lin, and Tang, Yunwei.    2018-12-12
(7)An effective approach to register lidar optical data based on individual tree crowns delineated from data   Jing, L., Hu, B., and Liu, Q.   2013-04-22
(8) Automated tree crown delineation from imagery based on morphological techniques   Jing, L., Hu, B., Li, J., Noland, T., and Guo, H.,   2013-04-22
(9)Automatic individual tree crown delineation from lidar data using morphological techniques   Jing, L., Hu, B., Li, H., Li, J., and Noland, T.   2013-04-22
(10)A new rapid method for earthquake triggered secondary geological hazard information extraction by high-resolution remote sensing image   Li, H., Jing, L., Lin, Q., and Chen, Y.   2013-04-22
(11)A method of particle swarm optimized svm hyper-spectral remote sensing image classification   Liu, Q., Jing, L., L.M. Wang; Liu Q.Z.   2013-04-22
(12)Application of Remote Sensing Technology in Quartz Mine Prospecting in Southern Shandong Province, China   Li, H. and L. Jing   2012-09-20
(13)Classification of CBERS-02B high resolution image using morphological features for urban areas   Lu, L., Li, Q., Jing, L., and Guo, H.   2012-08-08
(14)Delineation of individual tree crowns from small footprint, high point density LIDAR data   Jing, L., Hu, B., Ji, J., and Noland, T.   2010-09-14
(15)Combination of airborne LiDAR and multispectral data for individual tree species identification in nature boreal forests   Li, J., Hu, B., Sohn, G., and Jing, L.   2010-09-14
(16)Individual tree species classification using structure features from high density airborne LiDAR data   Li, J., Hu, B., Sohn, G., and Jing, L.   2010-07-25
(17)Individual tree delineation using optical Imagery and LiDAR data.   Zhang, W., Hu, B., Jing, L., Woods, M. E.   2009-06-22
(18)A method based on shadow-oriented classification of panchromatic pixels   Jing, L., Cheng, Q., and Wang, W.   2008-07-06
(19)Automatic forest species classification using combined LIDAR data and optical imagery   Zhang, W., Hu, B., Jing, L., Woods, M. E., and Courville, P.   2008-07-06
(20)A technique based on non-linear transform and multivariate analysis to merge thermal-IR data with higher-resolution multispectral data   Jing, L., and Cheng, Q.   2008-04-13
(21)A fusion method based on object-oriented classification of panchromatic image   Jing, L., and Cheng, Q.   2008-04-13
(22)An improvement scheme on panchromatic modulation fusion methods for spectral distortion minimization   Jing, L., and Cheng, Q.   2007-08-26
(23)Integration of remote sensing data and geochemical data for mapping mineral potentials in Gejiu mineral district, Yunnan, China   Wang, W., Cheng, Q., and Jing, L.   2007-08-26
(24)A fusion method for mixed pixels based on prior type judgment   Jing, L., Cheng, Q.,   2007-07-23
(25)One modified ratio-based image fusion method for spectral distortion minimization   Jing, L., and Cheng, Q.   2007-05-14
(26)Use of scaling models in remote sensing image fusion and image filtering   Cheng, Q., and Jing, L.   2007-04-15
(27)Image fusion based on pixel spectra change vector and multivariate regression of panchromatic and visible-near IR multispectral bands   Jing, L., and Cheng, Q.   2006-07-31
(28)Merging Landsat TM thermal-IR band with higher-resolution reflective bands   Jing, L., and Cheng, Q.   2005-08-21
(29)Fusing multiple panchromatic and multispectral images using multiple regressions   Jing, L., Cheng, Q., and Yan, G.   2005-08-21
(30)Merging multispectral and panchromatic images using multiple regressions   Jing, L., Cheng, Q., and Chen, M.   2005-02-16
(31)An enhanced principal component substitution fusion method   Jing, L., Cheng, Q., and Chen, M.   2005-02-16
(32)An extended intensity-hue-saturation (IHS) fusion method   Jing, L., Cheng, Q., and Yan, G.   2005-02-16
(33)Image fusion by simulating ETM+ Pan with bands 2, 3, and 4   Jing, L., Cheng, Q., Yan, G., Chen, M., and Jin, P.   2004-03-28
(34)Use of multi-phase remote sensing data to extract pollutant sources in the drainage basin of Miyun reservoir, Beijing, China   Jing, L., Cheng, Q., Yan, G., Chen, M., and Jin, P.   2003-03-13
(35)The macroscopic effect of remote sensing geoinformation and mineral prospecting   蔺启忠, 刘素红, 荆林海,马建文   1999-11-22

指导学生

已指导学生

闫琦  硕士研究生  085208-电子与通信工程  

高涵  硕士研究生  070503-地图学与地理信息系统  

阎世杰  硕士研究生  085208-电子与通信工程  

邱琳  硕士研究生  085208-电子与通信工程  

万昊明  硕士研究生  085208-电子与通信工程  

欧阳光  硕士研究生  085208-电子与通信工程  

陈彩艳  硕士研究生  085208-电子与通信工程  

杨威  硕士研究生  070503-地图学与地理信息系统  

现指导学生

张敬书  硕士研究生  070503-地图学与地理信息系统  

齐俊楠  硕士研究生  070503-地图学与地理信息系统