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土地利用数据尺度转换的精度损失分析

Analysis of Accuracy Loss During Rasterizing Vector Data with Different Grid Size

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【作者】 杨存建刘纪远张增祥王长有

【Author】 YANG Cun_jian 1, LIU Ji_yuan 2, ZHANG Zeng_xiang 1 and WANG Chang_you 1 (1 Institute of Remote Sensing Applications ,CAS,Beijing 100101 China; 2 Institute of Geographics & Resource,CAS, Beijing 100101 China)

【机构】 中科院遥感应用研究所!北京100101中科院地理科学与资源研究所!北京100101

【摘要】 由于栅格数据便于空间分析 ,因而通常将矢量数据转化成栅格数据来进行空间分析。在转化过程中 ,选用不同的栅格大小 ,其面积和精度损失是不同的。针对这个问题 ,以重庆市 1∶10万的土地利用矢量数据为例 ,探讨了不同栅格大小下 ,各种土地利用类型在转化过程的面积和精度损失。研究表明 :(1)栅格大小 <10 0m时 ,其精度损失均 <3 3%。 (2 )在 10 0 0m时 ,其精度损失达到 5 0 %以上的地类有 :湖泊、水库坑塘、滩地、农村居民点用地、工交建设用地、戈壁、裸岩石地、平原区旱地和坡度 >2 5°的旱地 ,这些地类的平均图斑大小均在 <5 1hm2 。 (3)在 30m~10 0 0m间 ,平均图斑大小 <82hm2 的地类随着栅格的由小变大 ,其面积变得比实际面积小 ;平均图斑大小 >10 1hm2的地类中除高盖度的草地和河渠之外 ,却与此相反

【Abstract】 During spatial analysis, the vector data is always rasterized into the raster data because of its convenience for spatial analysis. How the area accuracy loss during rasterizing needs to be answered when the different grid size is adopted in order to choice a suitable grid size. The question is answered here by rasterizing the landuse vector data of Chongqing City with the grid of different size.Firstly,the landuse vector data is rasterisized with grid of different size such as 30m,60m,100m,200m,300m,400m,500m,600m,700m,800m and 1 000m.The value of each grid takes the landuse type code of the dominant area. Secondly,the area for each landuse type is calculated in grid.Thirdly,the area for each landuse type is also calculated in vector and used as the actual area.The number and average size of polygons for each landuse type are calculated.Finnaly,the loss of area and accuracy for each landuse type and each grid size is analyzed by comparing the area in grid with the area in vector.It is shown that (1) the area accuracy loss of all types of landuse is under 3.3% at the grid size under 100m. (2) the landuse types of the area accuracy loss above 50% include lake, pond, beach, rural residential area, traffic and building land, bare stone, plain dry land and dry land with slope above 25 degree at the grid size of 1 000m. Their average polygon size is less than 51 hm 2 . (3)The grid area of land use types with the average polygon size under 82 hm 2 except Gobi are less than their actual area with the increase of the grid size from 30m to 1 000m,But the grid area of land use types with average polygon size above 101 hm 2 except grass with high canopy and river are more than their actual area with the increase of the grid size from 30m to 1 000m.

【关键词】 土地利用矢量数据栅格数据精度损失
【Key words】 landusevector dataraster dataaccuracy loss
【基金】 国土环境遥感时空信息分析与数字地球相关理论技术预研究项目!(KZCX1-Y -0 2 );国家资源环境遥感时空数据库建设与时空特征项目! (CX0 0
  • 【文献出处】 山地学报 ,Journal of Mountain Research , 编辑部邮箱 ,2001年03期
  • 【分类号】TP79
  • 【被引频次】44
  • 【下载频次】416
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