基于知识库的像斑光谱向量相似度土地覆盖变化检测方法  

Land cover change detection using segment similarity of spectrum vector based on knowledge base

作　　者：宋翔[1,2] 颜长珍[1] 

机构地区：[1]中国科学院寒区旱区环境与工程研究所,兰州730000 [2]中国科学院大学,北京100049

出　　处：《生态学报》2014年第24期7175-7180,共6页Acta Ecologica Sinica

基　　金：全国生态环境十年变化(2000-2010年)遥感调查与评估项目

摘　　要：土地利用/覆盖变化检测是国内外全球化进程研究的重要内容,选择适当的变化检测方法对西北地区土地利用/覆盖变化进行研究在"生态十年项目"中具有重要的意义。选择西北地区具有典型代表性的TM轨道号134033区域作为变化检测方法验证的试验区,采用2005和2010年两期Landsat TM影像,在e Cognition Developer 8.64软件支持下,采用基于像斑的光谱特征特征向量相似度方法进行变化检测,并利用2010年土地覆盖数据作为先验知识库对变化区域分类,提取土地利用/覆盖变化信息,并对变化结果进行定量分析。结果表明,采用基于像斑的光谱特征特征向量相似度方法对于试验区的土地利用/覆盖变化制图具有检测快速、检测精度高等优点,适合试验区以及整个西北地区的土地利用/覆盖变化的检测。最终采用该方法以及分类后比较法获得了西北地区2000—2010年近10年的土地利用/覆盖分类图。Land use / cover change（ LUCC） is an important field of global and local environmental change research. LUCC and its corresponding effects have a direct impact on the environment and ecological processes,and in turn natural resources management and related decisions. In China,LUCC research is at the core of all issues related to sustainable development,with tremendous practical significance. Remote sensing imagery change detection has great application value in many areas,such as the survey of land-use change,urban expansion,and vegetation resource monitoring. The choice of an effective change detection method for a given study area is a central issue of such detection. In research conducted in various countries,remote sensing imagery change detection methods have transitioned from pixel level to feature level and knowledge level. Currently used LUCC detection methods are in two categories,direct spectrum comparison and comparison of classification results. The spectrum feature vector of a segment in a Landsat Thematic Mapper（ TM） image can be regarded as a vector of six-dimensional feature space. If the angle between two vectors is smaller and vector mode closer,the more similar are the two vectors. Thus,we used the cosine of the angle between two vectors and the ratio of vector mode to establish a vector similarity index for measuring vector similarity. Combined with the ＂National Change of Ecological Environment Decade（ 2000—2010） Remote Sensing Survey and Assessment＂project,jointly organized and implementedby the Ministry of Environmental Protection and Chinese Academy of Sciences,this paper focuses on application of a change detection method. This method uses segment similarity of a spectrum vector based on a knowledge base in the northwest region. There is also an evaluation of method accuracy. The area covered by TM path 134 row 33,representative of the northwest region,was chosen as a change detection method validation test site. We used 2005 and 2010 two-phase Landsat TM imagery to dete

关 键 词：变化检测 向量相似性 知识库 易康 

分 类 号：P237[天文地球—摄影测量与遥感]