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海上丝绸之路超大城市空间扩展遥感监测与分析
  • ISSN号:1007-4619
  • 期刊名称:《遥感学报》
  • 时间:0
  • 分类:TP75[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]中国地质大学(北京)地球科学与资源学院,北京100083, [2]中国科学院遥感与数字地球研究所中国科学院数字地球重点实验室,北京100094, [3]海南省地球观测重点实验室,海南三亚572000
  • 相关基金:国家自然基金青年基金项目(41201357); 中国科学院遥感与数字地球研究所“一三五规划项目”(Y4SG0500CX).致谢:感谢德宇航中心(DLR)提供TerraSAR-X数据!
中文摘要:

基于面向对象和区域增长的方法,开展东营市城乡建设用地提取。通过分析局部斑点统计特征计算真实的纹理影像,并对强度数据进行多尺度分割,结合纹理影像信息和局部后向散射强度信息,应用面向对象和区域生长方法提取城乡建设用地。利用Google Earth提供的影像进行对照验证,生成混淆矩阵来评价城乡建设用地提取结果。在东营市的高分辨率TerraSAR-X数据的实验结果验证了本方法的有效性,提取精度达92.89%。

英文摘要:

Urban sprawl stands for one of the most dynamic process in the context of global land use changes.Currently developing countries are going through the tide of urban expansion,represented by China and India.The constantly increasing loss of land resources due to growing settlements comes along with various ecological and socioeconomic challenges such as air pollutant,water contamination,urban heat island effect and urban waterlog disaster.In order to prevent these negative consequences,effective methods and strategies for a sustainable development of urban planning is the availability of accurate and up-to-date geo-data on the location,shape,and dynamics of built-up areas.Based on single-polarized TerraSAR-X,the approach generates homogeneous segments on an arbitrary number of scale levels by applying a region-growing algorithm,which takes the intensity of backscatter and shape-related properties into account.The object-oriented procedure consists of three main steps:firstly,the analysis of the local speckle behavior in the SAR intensity data,leading to the generation of a texture image;secondly,a segmentation based on the intensity image;thirdly,the classification of each segment using the derived texture file and intensity information in order to identify and extract build-up areas.In our research,the distribution of BAs in Dongying City is derived from single-polarized TSX SM image(acquired on 17 th June 2013)with average ground resolution of3 musing our proposed approach.By cross-validating the random selected validation points with geo-referenced field sites,Google Earth high-resolution imagery,confusion matrices with statistical indicators are calculated and used for assessing the classification results.The result of kappa coefficient is 0.85,OA coefficient is 92.89%.We have shown that connect texture information with the analysis of the local speckle divergence,combining texture and intensity of construction extraction is feasible,efficient and rapid.

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期刊信息
  • 《遥感学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学院
  • 主办单位:中国地理学会环境遥感分会 中国科学院遥感应用研究所
  • 主编:顾行发
  • 地址:北京市安外大屯路中国科学院遥感与地球研究所
  • 邮编:100101
  • 邮箱:jrs@irsa.ac.cn
  • 电话:010-64806643
  • 国际标准刊号:ISSN:1007-4619
  • 国内统一刊号:ISSN:11-3841/TP
  • 邮发代号:82-324
  • 获奖情况:
  • 中国期刊方阵“双效”期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,波兰哥白尼索引,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:16827