文章摘要
李正云, 刘艳伟, 王海星.基于决策树方法的杨凌示范区水体提取分析Journal of Water Resources and Water Engineering[J].,2013,24(6):133-135
基于决策树方法的杨凌示范区水体提取分析
Analysis of water body extraction in Yangling demonstration zone based on decision tree method
  
DOI:10.11705/j.issn.1672-643X.2013.06.031
中文关键词: 水体利用  决策树分类  缨帽变换
英文关键词: utilization of water body  decision tree classification  tassel reforming
基金项目:国家自然科学基金项目(41001295); 国家自然科学基金——新疆联合基金项目(U1203182)
Author NameAffiliation
LI Zhengyun, LIU Yanwei, WANG Haixing (陕西宝岳测绘有限公司 陕西 西安 710054) 
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中文摘要:
      以陕西省杨凌示范区为研究区,利用LANDSAT影像以及DEM影像数据,分析研究区影像光谱特征,选择合适的分类方法以及建立合适的模型,对研究区遥感影像进行决策树分类,在地图上选取500个抽样点,通过实地考察,记录选样点的数据,统计抽样点的水体类型。实验表明决策树分类法大幅度提高了分类的精度,可以满足生产需要。
英文摘要:
      Taking Yangling demonstration zone of Shanxi province as the research area, using LANDSAT and DEM image data, the paper analyzed the spectral features and NDVI image characteristics of the study area, selected the appropriate classification method and established the right model of study area, classified the remote sensing image decision tree, selected 500 sampling points in map of gooleearth Yangling demonstration area. Through scene investigation, it took notes the data of selection point and counted the type of water body of statistical sampling points. The experiment indicated that the method of decision tree classification significantly increases classification accuracy and satisfies the need of production.
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