[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.
点击复制

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.

参考文献/References:

[1] 巴雅尔, 王建华, 祁元.基于GIS的遥感影像土地利用与覆盖信息提取研究[J].干旱区资源与环境, 2004, 3(2):106-109.
[2] 李弼程, 彭天强, 彭波, 等.智能图像处理技术[M].北京:电子工业出版社, 2004.
[3] 姜青香, 刘慧平.利用纹理分析方法提取TM图像信息[J].遥感学报, 2004, 9(5):458-464.
[4] Huete A, Didan K, Miura T, et al.Overview of the radiometric and biophysical performance of the MODIS vegetation index[J].Remote Sensing of Environment, 2002, 83:195-213.
[5] 陈华丽, 陈植华, 丁国平.用基于知识的决策树方法分层提取矿区土地类型:以湖北大冶为例[J].国土资源遥感, 2004, 9(3):49-53.
[6] John D, 蔡竟峰, 蔡自兴.决策树技术及其当前研究方向[J].控制工程, 2005, 12(1):15-8.
[7] 李爽, 张二勋.基于决策树的遥感影像分类方法研究[J].地域研究与开发, 2003, 2(1):17-21.
[8] Fried M A, Brodeley C E.Decision tree classification land cover from remotely sensed data[J].Remote Sensing & Environ., 1997, 61:399-409.
[9] 孙家丙, 舒宁, 关泽群.遥感原理、方法和应用[M].北京:测绘出版社, 1997.
[10] 史培军, 宫鹏, 李晓冰, 等.土地利用/覆盖变化研究的方法与实践[M].北京:科学出版社, 2000.
[11] Clawson M, Stewart C L.Land use information, a critical survey of US statistics including possibilities for greater uniformity, resource for the future[M].Baltimore:John Hopkins University Press, 1965.
[12] 钱乐祥.遥感数字影像处理与地理特征提取[M].北京:科学出版社, 2004.
[13] 王周龙, 冯学智, 刘晓玫, 等.秦淮河丘陵地区土地利用遥感信息提取及制图[J].遥感学报, 2003, 7(2):131-135.

相似文献/References:

[1]杨建新,赵永安.新疆土壤侵蚀遥感图像解译分析研究[J].水土保持研究,2003,10(02):55.
　YANG Jianxin,ZHAO Yongan.Analysis on Interpretation of Remote Sensing Images of Soil Erosion in Xinjiang[J].Research of Soil and Water Conservation,2003,10(01):55.
[2]陈效逑,谭文垦,刘大平,等.北京平原地区裸露土地的时空分布[J].水土保持研究,2003,10(03):18.
　CHEN Xiao-qiu,TAN Wen-ken,LIU Da-ping,et al.Spatial and Temporal Distribution of Bare Land in the Plain Areas of Beijing[J].Research of Soil and Water Conservation,2003,10(01):18.
[3]李锐,赵永安,宋桂琴,等.固原上黄土地资源信息系统及其应用[J].水土保持研究,1992,(02):26.
　Li Rui,Zhao Yongan,Song Guiqin,et al.LAND RESOURCES INFORMATION SYSTEM OF SHANGHUANG IN GUYUAN COUNTY[J].Research of Soil and Water Conservation,1992,(01):26.
[4]刘静.数字化地形模型（DTM）在水土保持中的应用[J].水土保持研究,1992,(02):96.
　Liu Jeng.ESTABLSHING AND APPLICATION OF DTM FOR SOIL AND WATER CONSERVATION[J].Research of Soil and Water Conservation,1992,(01):96.
[5]乔锋,张生英,张克斌,等.宁夏盐池植被覆盖动态变化遥感监测[J].水土保持研究,2006,13(03):181.
　QIAO Feng,ZHANG Sheng-ying,ZHANG Ke-bin,et al.The Dynamic Change of Vegetation Coverage in the Yanchi County Monitoring Based on Remote Sensing[J].Research of Soil and Water Conservation,2006,13(01):181.
[6]范莉,刘洪斌,武伟.一种遥感混合分类方法及其在山区土地覆盖分类中的应用[J].水土保持研究,2006,13(03):235.
　FAN Li,LIU Hong-bin,WU Wei.Application of Hybrid Classification on the Land Cover Classification in Mountain Areas[J].Research of Soil and Water Conservation,2006,13(01):235.
[7]徐美,李纪人,阮本清.灌区遥感应用[J].水土保持研究,2006,13(05):23.
　XU Mei,LI Ji-ren,RUAN Ben-qing.Application of Remote Sensing Technology in Irrigation District[J].Research of Soil and Water Conservation,2006,13(01):23.
[8]梁伟,杨勤科.基于RS的黄河中游多沙粗沙区土地利用变化分析[J].水土保持研究,2006,13(05):90.
　LIANG Wei,YANG Qin-ke.Land Use Change Analysis in Coarse Sandy Hilly Catchments of Yellow River Based on the Remote Sensing[J].Research of Soil and Water Conservation,2006,13(01):90.
[9]卫建军,李新平,赵东波,等.混合像元分离的研究进展[J].水土保持研究,2006,13(05):103.
　WEI Jian-jun,LI Xin-ping,ZHAO Dong-bo,et al.Review on Un-mixing Mixed-pixel of Remotely Sensed Data[J].Research of Soil and Water Conservation,2006,13(01):103.
[10]汤蕾,许东,母学征.辽河三角洲生态系统服务价值变化[J].水土保持研究,2006,13(05):108.
　TANG Lei,XU Dong,MU Xue-zheng.Change in Ecosystem Service Values in Liaohe River Delta[J].Research of Soil and Water Conservation,2006,13(01):108.

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