账户: 密码:
基于空间位置关系的山地湖泊水体提取方法研究
详细信息    查看全文 | 推荐本文 | 收藏本文
  • 英文篇名:Study on the Extraction Method of Lake Water Body in Mountainous based on Spatial Position Relation
  • 作者:李炳亚 ; 潘剑君 ; 夏超 ; 陈昕 ; 隋传嘉
  • 英文作者:Li Bingya;Pan Jianjun;Xia Chao;Chen Xin;Sui Chuanjia;College of Public Administration,Nanjing Agricultural University;College of Resources and Environmental Sciences,Nanjing Agricultural University;
  • 关键词:湖泊提取 ; 山地阴影 ; “沟谷” ; 空间位置关系
  • 英文关键词:Lake extraction;;Mountain shadow;;The valley;;Spatial position relation
  • 中文刊名:遥感技术与应用
  • 英文刊名:Remote Sensing Technology and Application
  • 机构:南京农业大学公共管理学院;南京农业大学资源环境学院;
  • 出版日期:2016-10-15
  • 出版单位:遥感技术与应用
  • 年:2016
  • 期:05
  • 基金:江苏高校优势学科建设工程资助项目(PAPD)
  • 语种:中文;
  • 页:153-163
  • 页数:11
  • CN:62-1099/TP
  • ISSN:1004-0323
  • 分类号:P237;P332
摘要
在高山峡谷地区湖泊水体提取过程中,山体阴影对水体的干扰一直以来是个难题,虽然利用谱间关系法或控制阈值范围等基于光谱的方法可以去除部分阴影,但实际效果并不理想,而且会损失湖泊边界的完整性,甚至漏提部分湖泊。通过光谱特征先提取较为完整的湖泊水体,再利用空间位置关系去除阴影,实现了既保留较为完整的湖泊,又能够高效去除阴影干扰的目的。在保留完整湖泊的基础上,经过对提取参数的调整,地形起伏较大的山地样区的综合提取效果达到了去除90%以上阴影的效果。
        It is a problem that how to eliminate the interference of mountain shadows when we extract the water body in the mountainous areas.The spectrum-based methods such as spectral correlation or spectral threshold controlling may partially remove the shadows.But the real conditions of water body mapping were rather complex,and the above-mentioned methods may underestimate or overestimate the lake water extents based on different thresholds,even missing some lakes.The method proposed in this study firstly uses the spectral feature of water to extract the potential complete lakes,then remove the shadows by differentiating the relationships of spatial position.As a result,we cannot only keep relative complete lakes,but also reduce the interference of mountain shadows efficiently.By adjusting the parameter for minimal size of lake extraction,we can remove more than 90% of the mountain shadows on the premise of saving relatively complete lakes in the high mountain areas.
引文
[1]Xu Rong,Zhang Zengxiang,Zhao Chunzhe.Different Models Used in Extraction of Lake Water Body based on MODIS Data[J].Remote Sensing Information.2015,30(1):111-118.[徐蓉,张增祥,赵春哲.湖泊水体遥感提取方法比较研究[J].遥感信息,2015,30(1):111-118.]
    [2]Ding Lidong,Wu Hao,Wang Changjian,et al.Study of the Water Body Extracting from MODIS Images based on Spectrum-photometric Method[J].Geomatics&Spatial Information Technology,2006,29(6):25-27.[丁莉东,吴昊,王长建,等.基于谱间关系的MODIS遥感影像水体提取研究[J].测绘与空间地理信息,2006,29(6):25-27.]
    [3]Wang Baocun,Miao Fang,Chen Jianhua.The Application of Information Model based on GIS in Geology Stability Evaluation System of Tian Shan-Road[J].Science of Surveying and Mapping,2008,33(2):177-179.[汪宝存,苗放,陈建华.基于ASTER数据的归一化差异水体指数的建立及其应用[J].测绘科学,2008,33(2):177-179.]
    [4]Xu Hanqiu.A Study on Information Extraction of Water Body with the Modified Normalized Difference Water Index(MNDWI)[J].Journal of Remote Sensing,2005,9(5):589-595.[徐涵秋.利用改进的归一化差异水体指数(MNDWI)提取水体信息的研究[J].遥感学报,2005,9(5):589-595.]
    [5]Mei Anxin,Peng Wanglü,Qin Qiming,et al.Introduction to Remote Sensing[M].Beijing:Higher Education Press,2001.[梅新安,彭望禄,秦其明,等.遥感导论[M].北京:高等教育出版社,2001.]
    [6]Zhou Chenghu.Understanding and Analysis of Remote Sensing Image based on Land Science[M].Beijing:Science Press,2001.[周成虎.遥感影像地学理解与分析[M].北京:科学出版社,2001.]
    [7]Wang Weiwu,Zhu Xia,Sun Yuechi,et al.Water Extraction Method based on ETM Image of Mountain[J].Journal of System Simulation,2013,25(9):2196-2205.[王伟武,朱霞,孙跃池,等.基于ETM图像的山地水体提取方法研究[J].系统仿真学报,2013,25(9):2196-2205.]
    [8]Chen Wenyan.Study on Water Body Information Extraction from Remote Sensing Image in Mountain Area[D].Guilin:Guangxi Normal University,2013.[陈文艳.山区地形遥感图像水体信息的提取研究[D].桂林:广西师范大学,2013.]
    [9]Chen Wenqian,Ding Jianli,Li Yanhua,et al.Extraction of Water Information based on China-made GF-1Remote Sense Image[J].Resources Science,2015,37(6):1166-1172.[陈文倩,丁建丽,李艳华,等.基于国产GF-1遥感影像的水体提取方法[J].资源科学,2015,37(6):1166-1172.]
    [10]Ma Yaoming,Hu Zeyong,Tian Lide,et al.Study Progresses of the Tibet Plateau Climate System Change and Mechanism of Its Impact on East Asia[J].Advances in Earth Science,2014,29(2):208-215.[马耀明,胡泽勇,田立德,等.青藏高原气候系统变化及其对东亚区域的影响与机制研究进展[J].地球科学进展,2014,29(2):208-215.]
    [11]Xu Hanqiu,Tang Fei.Analysis of New Characteristics of the First Landsat 8Image and Their Eco-environmental Significance[J].Acta Ecologica Sinica,2013,33(11):3249-3257.[徐涵秋,唐菲.新一代Landsat系列卫星:Landsat 8遥感影像新增特征及其生态环境意义[J].生态学报,2013,33(11):3249-3257.]
    [12]NASA.A Closer Look at LDCM's First Scene[EB/OL].http://www.nasa.gov/mission_pag esla-ndsat/news/first-images-feature.html,2018,2015/8/20.
    [13]Roy D P,Wulder M A,Loveland T R,et al.Landsat-8:Science and Product Vision for Terrestrial Global Change Research[J].Remote Sensing of Enviroment,2014,145(5):154-172.
    [14]USGS.Landsat Data Continuity Mission(LDCM)-Landsat 8[EB/OL].http://landsat.Usg-gov/LDCM_Landsat8.php.2013/4/18,2015/8/20.
    [15]Chu Qingwei,Zhang Hongqun,Wu Yewei,et al.Application Research of Landsat-8[J].Remote Sensing Information,2013,28(4):110-114.[初庆伟,张洪群,吴业炜,等.Landsat 8卫星数据应用探讨[J].遥感信息,2013,28(4):110-114.]
    [16]Geospatial Data Cloud.GDEMV2DEM 30mResolution Digital Elevation Data Products[EB/OL].2009,2015/8/20.[地理空间数据云.GDEMV2DEM 30米分辨率数字高程数据产品[EB/OL].http://www.gscloud.cn/listdata/showinfo_new shtml?from=&id=421,2009,2015/8/20.]
    [17]Chen Huafang,Wang Jingliang,Chen Zhong,et al.Comparison of Water Extraction Methods in Mountainous Plateau Region from TM Image[J].Remote Sensing Technology and Application,2004,19(6):489-484.[陈华芳,王金亮,陈忠,等.山地高原地区TM影像水体信息提取方法比较[J].遥感技术与应用,2004,19(6):489-484.]
    [18]Jiang Hui.A Study on Automatic Extraction of Water Information from Remote Sensing Image of Li Jiang County[D].Beijing:China University of Geosciences,2006.[江晖.水体信息自动提取遥感研究[D].北京:中国地质大学,2006.]
    [19]Tang Junwu,Tian Guoliang,Wang Xiaoyong,et al.The Methods of Water Spectra Measurement and Analysis I:Above-Water Method[J].Journal of Remote Sensing,2004,8(1):38-44.[唐军武,田国良,汪小勇,等.水体光谱测量与分析I:水面以上测量法[J].遥感学报,2004,8(1):38-44.]
    [20]Ma Ronghua,Tang Junwu,Duan Hongtao,et al.Progress in Lake Water Color Remote Sensing[J].Journal of Lake Sciences,2009,21(2):143-158.[马荣华,唐军武,段洪涛,等.湖泊水色遥感研究进展[J].湖泊科学,2009,21(2):143-158.]
    [21]Jiang Tenglong,Zhao Shuhe,Xiao Pengfeng,et al.Spectral Analysis of Different Snow Grain Sizes based on Field Measurement[J].Journal of Glaciology and Gecryology,2009,31(2):218-232.[姜腾龙,赵书河,肖鹏峰,等.基于实测数据的不同雪粒径光谱分析[J].冰川冻土,2009,31(2):218-232.]
    [22]Chen Zhiming.The Origin of Lakes on Xizang Plateau[J].Oceanologia et Limnologia Sinic,1981,12(2):180-187.[陈志明.西藏高原湖泊的成因[J].海洋与湖沼,1981,12(2):180-187.]
    [23]Chen Jian.Generation,Development and Prospect of Geological Engineering[J].Chinese Journal of Rock Mechanics and Engineering,2005,24(1):155-163.[陈剑.地质工程学的产生、发展与展望[J].岩石力学与工程学报,2005,24(1):155-163.]
    [24]Wang Jiahu,Hao Zhenchun,Li Li.Extraction of Drainage Structure from Digital Elevation Model by Combination with Raster River Network[J].Journal of Hohai University(Natural Sciences),2005,33(2):119-123.[王加虎,郝振纯,李丽.基于DEM和主干河网信息提取数字水系研究[J].河海大学学报(自然科学版),2005,33(2):119-123.]
    [25]Turcotte R,Fortin J P,Rousseau A N,et al.Determination of the Drainage Structure of a Watershed Using a Digital Elevation Model and a Digital River and Lake Network[J].Journal of Hydronautics.2001,240(3):225-242.
    [26]Pelletier J D.A Robust,Two-parameter Method for the Extraction of Drainage Networks from High-resolution Digital Elevation Models(DEMs):Evaluation Using Synthetic and Real-world DEMs[J].Water Resources Research,2013,49(1):75-89.
    [27]Tang Congguo,Liu Congqiang.Surface Water Hydrologic Simulation of Qingshuijiang Watershed based on SRTM DEM[J].Journal of Liaoning Technical University(Natural Science),2009,28(4):652-655.[唐从国,刘丛强.基于SRTM DEM数据的清水江流域地表水文模拟[J].辽宁工程技术大学学报(自然科学版),2009,28(4):652-655.]
    [28]Hoehle J,Hoehle M.Accuracy Assessment of Digital Elevation Models by Means of Robust Statistical Methods[J].ISPRS Journal of Photogrammetry and Remote Sensing,2009,64(4):398-406.
    [29]You Jingnan.Shallow Analysis about the GIS Spatial Analysis of Land Management in the Application[J].Journal of Taiyuan Normal University(Natural Science Edition),2010,9(2):125-129.[游江南.GIS空间分析在土地管理工作中的应用[J].太原师范学院学报(自然科学版),2010,9(2):125-129.]
    [30]Shen Jinxiang,Yang Liao,Chen Xi.A Method for Object-oriented Automatic Extraction of Lakes in the Mountain Area from Remote Sensing Image[J].Remote Sensing for Land and Resources,2012,94(3):84-91.[沈金祥,杨辽,陈曦.面向对象的山区湖泊信息自动提取方法[J].国土资源遥感,2012,94(3):84-91.]
    [31]Luo Hua,Lei Bin,Hu Yuxin.An Extraction and Identification Method of Water and Shadow for Airborne InSAR[J].Remote Sensing Technology and Application,2014,29(2):258-263.[罗华,雷斌,胡玉新.一种机载InSAR水体阴影的提取和识别方法[J].遥感技术与应用,2014,29(2):258-263.]
    [32]Gautam V K,Gaurav P K,Murugan P,et al.Assessment of Surface Water Dynamicsin Bangalore Using WRI,NDWI,MNDWI,Supervised Classification and K-T Transformation[C]//International Conference on Water Resources,Coastal and Offshore Engineering,2015,4:739-746.
    [33]Singh K V,Setia R,Sahoo S,et al.Evaluation of NDWI and MNDWI for Assessment of Waterlogging by Integrating Digital Elevation Model and Groundwater Level[J].Geocarto International,2015,30(6):650-661.

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅:66554900、66554949;咨询服务:66554800;科技查新:66554700