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生态学杂志 ›› 2009, Vol. 28 ›› Issue (09): 1730-1736.

• 三北防护林生态工程研究专栏 • 上一篇    下一篇

基于决策树的科尔沁沙地土地利用/覆盖变化监测

张建平1,2;朱教君1;闫巧玲1**;王崇倡2   

  1. 1中国科学院沈阳应用生态研究所|沈阳 110016;2辽宁工程技术大学|辽宁阜新 123000
  • 出版日期:2009-09-10 发布日期:2009-09-10

Monitoring of land use/cover changes in Keerqin Sandy Land based on the decision tree classification.

ZHANG Jian-ping1,2|ZHU Jiao-jun1;YAN Qiao-ling1|WANG Chong-chang2   

  1. 1Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang 110016, China|2Liaoning Technical University, Fuxin 123000, Liaoning,China
  • Online:2009-09-10 Published:2009-09-10

摘要: 以科尔沁沙地西缘内蒙古翁牛特旗为对象,利用3个时相(1989、1999和2007年,分别表示三北防护林体系工程建设近10年、20年和30年)Landsat ETM/TM数据,采用决策树分类方法对该区土地利用/覆盖动态变化进行监测。结果表明:基于决策树分类方法进行遥感影像分类的总体精度能达到89.4%以上,Kappa系数达到0.84以上;近20年,草地和耕地是主要土地利用类型(两项合计占64%以上),林业用地比重为4.8%~5.3%,面积较少;各土地类型面积变化大小依次为耕地>未利用土地>林地>居民及建设用地>水域>草地。

关键词: 土壤养分, 空间变异性, 地统计学

Abstract: In this paper, land use/cover changes of Keerqin Sandy Land in Wengniute Banner, Inner Mongolia, were monitored by using decision tree classification method with threephase (1989, 1999 and 2007) Landsat ETM/TM data. The results showed that based on the decision tree classification method, the overall accuracy of remote sensing image classification was more than 89.4%, and Kappa coefficient reached more than 0.84. In the past 20-years, the main land use types were both grassland and arable land, and these two types of land use accounted for more than 64%. Furthermore, the area of forest land was very small, accounting for 4.8%-5.3%. From 1989 to 2007, the changes of land area were ranked as: arable land > unused land > forest land >habitation > water area > grassland.

Key words: Soil nutrient, Spatial variability, Geostatistics