首页 | 本学科首页   官方微博 | 高级检索  
     检索      

区域生态安全评价的BP神经网络方法
引用本文:吴开亚,金菊良,王玲杰.区域生态安全评价的BP神经网络方法[J].长江流域资源与环境,2008,17(2):317-317.
作者姓名:吴开亚  金菊良  王玲杰
作者单位:厦门大学经济学院,福建,厦门 361005;复旦大学公共管理与公共政策创基地,上海,200433;合肥工业大学土木建筑工程学院,安徽,合肥,230009;复旦大学公共管理与公共政策创基地,上海,200433
基金项目:国家自然科学基金,中国博士后科学基金
摘    要:生态安全评价是建立生态安全预警系统及进行环境管理的基础。为确立有效的区域生态安全评价方法,基于压力-状态-响应概念模型,构建了区域生态安全评价指标体系和评价标准;采用BP神经网络的途径,对安徽省17个地级市的生态安全评价问题进行了研究。结果表明:宣城、池州、黄山为Ⅱ级,亳州、宿州、阜阳、滁州、六安、巢湖、安庆为Ⅲ级,合肥、淮北、蚌埠为IV级,淮南、马鞍山、芜湖、铜陵为Ⅴ级。区域生态安全的BP神经网络评价方法涵义明确,计算过程简单,能区分生态安全的等级,可以应用于具有评价标准的其它生态系统综合评价。

关 键 词:生态安全  指标体系  BP神经网络  安徽省  
文章编号:1004-8227(2008)02-0317-06
修稿时间:2006年10月8日

ASSESSMENT OF REGIONAL ECOLOGICAL SECURITY USING BACK PROPAGATION NEURAL NETWORK METHOD
WU Kai-ya,JIN Ju-liang,WANG Ling-jie.ASSESSMENT OF REGIONAL ECOLOGICAL SECURITY USING BACK PROPAGATION NEURAL NETWORK METHOD[J].Resources and Environment in the Yangtza Basin,2008,17(2):317-317.
Authors:WU Kai-ya  JIN Ju-liang  WANG Ling-jie
Abstract:The assessment of ecological security is a new topic in the field of untraditional research on security and sustainable development,and is also the basis to set up warning system for ecological security and environment management.In order to establish an effective evaluation method for regional ecological security,the authors built an evaluation index system and then decided the evaluation criteria based on pressure-state-response conceptual model.The level of ecological security of 17 regional cities in Anhui Province was evaluated by backpropagation (BP) neural network channels.It is shown that Xuancheng,Chizhou and Huangshan are in grade Ⅱ;Bozhou,Suzhou,Fuyang,Chuzhou,Liuan,Chaohu and Anqing are in grade Ⅲ;Hefei,Huaibei and Bengbu are in grade Ⅳ;Huainan,Ma'anshan,Wuhu and Tongling are in grade Ⅴ.It is indicated that the method can truly reflect the situation of regional ecological security.Since regional ecological security evaluation of BP neural network method has explicit meanings and simple computational process,and is able to sort and rank subjects according to their ecological security level,it can be applied in the comprehensive assessment of other kinds of ecological systems which have evaluation criteria.
Keywords:ecological security  index system  back propagation neural network  Anhui Province
本文献已被 CNKI 维普 万方数据 等数据库收录!
点击此处可从《长江流域资源与环境》浏览原始摘要信息
点击此处可从《长江流域资源与环境》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号