长江流域资源与环境 >> 2010, Vol. 19 >> Issue (05): 522-.

• 自然资源 • 上一篇    下一篇

基于CLUE-S模型的千岛湖镇土地利用动态模拟分析

索俊锋1,赵军2   

  1. (1.西北民族大学土木工程学院|甘肃 兰州 730124;2.西北师范大学地理与环境科学学院|甘肃 兰州 730070 
     
  • 出版日期:2010-05-20

SIMULATION OF LAND USE DYNAMICS BASED ON CLUES MODEL IN QIANDAO LAKE TOWN,HANGZHOU CITY

SUO Junfeng1,ZHAO Jun2   

  1. (1.School of Civil Engineering,Northwest University for Nationalities,Lanzhou 730124,China;
    2.College of Geography and Environment Science,Northwest Normal University,Lanzhou 730070,China)
  • Online:2010-05-20

摘要:

基于1993、2004年两期土地利用数据和1〖DK〗∶250000DEM,运用GIS技术,通过Logistic逐步回归分析,在地形、高程、水系、道路交通、城镇和居民点等多种自然和社会经济因素中,筛选出不同时期对千岛湖镇主要土地利用类型空间分布及其变化具有决定作用的驱动因子,并对所得结果进行ROC检验,同时生成相应的土地利用空间分布概率适宜图,然后采用CLUE-S模型,对其2004年的土地利用变化格局进行模拟;并用2004年的土地利用现状图对模拟结果进行检验,结果显示,在基本单元(90 m×90 m栅格)的水平上,模拟的正确率为8471%,Kappa值达到了0825。在此基础上,针对两种政策情景,应用相同模型模拟预测了千岛湖镇2015年的土地利用时空变化。与2004年相比较,变化明显的是城镇工矿用地的扩张和林地的减少,并且城镇工矿用地的扩张多是在原有城镇及工矿用地的基础上向四周扩展,侵占的多是周边的耕地、林地、未利用地。

Abstract:

Based on land use datum of 1993 and 2004,and a digital elevation 〖JP2〗model with a scale of 1〖DK〗∶250000,〖JP〗the key driving factors to the main spatial distribution and change of land use type in Qiandao lake town were selected for the different periods from biophysical and socioeconomic factors such as terrain,elevation roads,water system,urban and rural residential areas by technology of GIS.Then the probability maps for each land use type were created by using Logistic stepwise regression,of which the goodness of fit is evaluated for all equations with the ROC(Relative Operating Charcteristics)method.In this study,CLUES model which has the capability of modeling changes in quantity and location simultaneously,was applied to simulate temporal and spatial changes in land use from 1993 to 2004.CLUES’s simulation results were compared with maps of the actual distribution of land use in 2004 for validation.The results indicated that CLUES was capable of classifying correctly 8471% of the grid cells and Kappa index reached to 0825 in the simulation at the basic grid level (90 m×90 m),indicating a successful simulation.For a better understanding of the future land use changes in Qiandao lake town,the same model was furthe applied to predict spatial distribution of land use change in 2015 for two scenarios associating with current governmental policy.Comparing two status land use maps of Year 2015 and 2004,the obvious change is the expansion of land for urban areas and mining and the reduction of forest land,meanwhile,the expansion of land for urban areas and mining is usually based on the original land for urban areas and mining,which invaded some forest land,cultivated land and idle land.

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