基于GIS的城市区域土地利用决策——以杭州为例

Liqin Zhang, Jiangfeng Li, Liping Qu, Jianghong Zhu, C. Kong, Zhongda Chen, Yida Luo
{"title":"基于GIS的城市区域土地利用决策——以杭州为例","authors":"Liqin Zhang, Jiangfeng Li, Liping Qu, Jianghong Zhu, C. Kong, Zhongda Chen, Yida Luo","doi":"10.1109/ETCS.2010.539","DOIUrl":null,"url":null,"abstract":"Construction land location advantages and agricultural land suitability evaluation are the most important basis for land use decision in urban region. This article focuses studying on Hangzhou case, an urban region with very rapid construction expansion. In this study, GIS is using for spatial analysis and mapping, while K-Means Clustering (KMC) and BPNN for attribute data process. Factors including economic agglomeration, prosperous degree, transportation accessibility, and ecological dominance, have been considered for construction land location advantages evaluation with KMC. Factors including topography features, soil quality, agricultural infrastructure, and geological environment, have been evaluated with BPNN. The evaluation result shows that lowest opportunity cost of agricultural and ecological resources is the principal rule for land decision in urban region. The suitable urban expansion space distributes across with high-quality agricultural land, which is beneficial to regional ecological balance. The comparison between construction land location advantages and agricultural land suitability is valuable for land use decision in urban region. Integration of KMC, BPNN, and MapGIS has valuable advantages for land decision system.","PeriodicalId":193276,"journal":{"name":"2010 Second International Workshop on Education Technology and Computer Science","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"GIS Based Land Use Decision in Urban Region Case from Hangzhou, China\",\"authors\":\"Liqin Zhang, Jiangfeng Li, Liping Qu, Jianghong Zhu, C. Kong, Zhongda Chen, Yida Luo\",\"doi\":\"10.1109/ETCS.2010.539\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Construction land location advantages and agricultural land suitability evaluation are the most important basis for land use decision in urban region. This article focuses studying on Hangzhou case, an urban region with very rapid construction expansion. In this study, GIS is using for spatial analysis and mapping, while K-Means Clustering (KMC) and BPNN for attribute data process. Factors including economic agglomeration, prosperous degree, transportation accessibility, and ecological dominance, have been considered for construction land location advantages evaluation with KMC. Factors including topography features, soil quality, agricultural infrastructure, and geological environment, have been evaluated with BPNN. The evaluation result shows that lowest opportunity cost of agricultural and ecological resources is the principal rule for land decision in urban region. The suitable urban expansion space distributes across with high-quality agricultural land, which is beneficial to regional ecological balance. The comparison between construction land location advantages and agricultural land suitability is valuable for land use decision in urban region. Integration of KMC, BPNN, and MapGIS has valuable advantages for land decision system.\",\"PeriodicalId\":193276,\"journal\":{\"name\":\"2010 Second International Workshop on Education Technology and Computer Science\",\"volume\":\"2 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-03-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 Second International Workshop on Education Technology and Computer Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ETCS.2010.539\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 Second International Workshop on Education Technology and Computer Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ETCS.2010.539","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

建设用地区位优势和农用地适宜性评价是城市区域土地利用决策的重要依据。本文以杭州为例,研究了建设扩张非常迅速的城市区域。在本研究中,利用GIS进行空间分析和制图,利用k均值聚类(KMC)和BPNN进行属性数据处理。利用KMC对建设用地区位优势进行评价,考虑了经济集聚、繁荣程度、交通可达性和生态优势等因素。利用BPNN对地形特征、土壤质量、农业基础设施和地质环境等因素进行了评价。评价结果表明,农业资源和生态资源的最低机会成本是城市土地决策的主要原则。适宜的城市扩展空间与优质农用地交叉分布,有利于区域生态平衡。建设用地区位优势与农用地适宜性的比较,对城市区域土地利用决策具有一定的参考价值。KMC、BPNN和MapGIS的集成在土地决策系统中具有重要的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
GIS Based Land Use Decision in Urban Region Case from Hangzhou, China
Construction land location advantages and agricultural land suitability evaluation are the most important basis for land use decision in urban region. This article focuses studying on Hangzhou case, an urban region with very rapid construction expansion. In this study, GIS is using for spatial analysis and mapping, while K-Means Clustering (KMC) and BPNN for attribute data process. Factors including economic agglomeration, prosperous degree, transportation accessibility, and ecological dominance, have been considered for construction land location advantages evaluation with KMC. Factors including topography features, soil quality, agricultural infrastructure, and geological environment, have been evaluated with BPNN. The evaluation result shows that lowest opportunity cost of agricultural and ecological resources is the principal rule for land decision in urban region. The suitable urban expansion space distributes across with high-quality agricultural land, which is beneficial to regional ecological balance. The comparison between construction land location advantages and agricultural land suitability is valuable for land use decision in urban region. Integration of KMC, BPNN, and MapGIS has valuable advantages for land decision system.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A New Classifier for Multi-Class Problems Based on Negative Selection Algorithm Establishment of School Database Management System Based on VB and MapX: A Case Study of Shandong University of Technology Application of Microscopic Image Segmentation Technology in Locust-Control Pesticide Research Questions and Strategies of Learning Design under the Informational Circumstance Intelligent Test System on the Power Battery of Hybrid Electric Vehicle
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1