[1]王大鹏,王周龙,崔青春,等.基于决策树的龙口市土地利用/覆盖分类研究[J].水土保持研究,2008,15(01):114-116,121.
　WANG Da-peng,WANG Zhou-long,CUI Qing-chun,et al.Land Use/Cover Classification Based on Decision Tree in Longkou[J].Research of Soil and Water Conservation,2008,15(01):114-116,121.
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基于决策树的龙口市土地利用/覆盖分类研究

《水土保持研究》[ISSN:1005-3409/CN:61-1272/P] 卷: 15 期数: 2008年01期 页码: 114-116,121 栏目: 出版日期: 2008-02-20
Title:
Land Use/Cover Classification Based on Decision Tree in Longkou
作者:
王大鹏, 王周龙, 崔青春, 李德一
鲁东大学 地理与资源管理学院, 山东 烟台 264025
Author(s):
WANG Da-peng, WANG Zhou-long, CUI Qing-chun, LI De-yi
College of Geography & Resource Management, Ludong University, Yantai, Shandong 264025, China
关键词:
遥感; 决策树; 土地利用/覆盖; 自动分类
Keywords:
remote sensing; decision tree; land use/cover; automatical classification
分类号:
F301.24;TP79
摘要:
LUCC是全球变化研究的重要内容，土地利用/覆盖信息的获取是其前提和基础。决策树分类法是每次利用一定的规则，对遥感影像进行逐级细化的分类模型，具有直观、高效等特点。在综合分析每一种土地利用/覆盖类型各种特征的基础上，探讨将不同土地利用/覆盖类型的光谱特征、空间特征、波段比值特征等信息融入决策树分类模型，对龙口市土地利用/覆盖信息进行自动分类的方法，取得了较高的分类精度。
Abstract:
Land use/cover information is the precondition and foundation of LUCC (land use/cover change) which is indispensable to globe change research.Decision tree classifier is a kind of classification model which uses certain rules to gradually thinning the image.It has intuitionistic and high-effect features.Classify Longkou land use/cover on the basis of synthetically analyzing various characters of each kind of land use/cover, melting spectral characteristic, spectral characteristic, band ratio etc.into the decision tree classifier, which has a good result.

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备注/Memo

收稿日期:2006-10-26
基金项目:山东省自然科学基金（Z2003E01）；鲁东大学校基金项目
作者简介:王大鹏（1981- ），男，山东台儿庄人，硕士研究生，主要从事资源环境遥感研究。

更新日期/Last Update: 1900-01-01