数据挖掘技术在港口工程环保竣工验收中的应用
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- 英文论文题名：Data Mining Technology Application in Environmental Protection Acceptance Check of Port Engineering
- 论文作者：兰儒 ; 乔冰 ; 孙安森 ; 刘晓峰 ; 李春潮 ; 肖峰
- 英文论文作者：Lan ru ; Qiao bing ; Sun An-sen ; Liu Xiao-feng ; Li Chun-chao ; Xiao Feng ; China Waterborne Transport Research Institute
- 年：2013
- 作者机构：交通运输部水运科学研究院;
- 论文关键词：数据挖掘 ; 港口工程 ; 竣工环保验收
- 英文论文关键词：Data mining ; Port engineering ; Environmental protection Acceptance Check
- 会议召开时间：2013-12-26
- 会议录名称：2013年水资源生态保护与水污染控制研讨会论文集
- 语种：中文
- 分类号：X736;X322
- 学会代码：HJKP
- 会议名称：2013年水资源生态保护与水污染控制研讨会
- 会议地点：中国黑龙江哈尔滨
- 主办单位：中国环境科学学会、环境保护部环境规划院、哈尔滨工业大学、哈尔滨师范大学、中国科学院南京地理与湖泊研究所
- 学会名称：中国环境科学学会
- 页数：7
- 文件大小：1182k
- 原文格式：D
- 会议级别：全国
摘要
港口工程环境保护竣工验收调查是以海岸带生态环境影响调查为主的一项全新技术工作,如何从港口工程建设运行全过程所采集到的海量原始数据中挖掘有效、新颖、具有潜在价值且易于理解的知识表示,成为港口工程竣工环境保护验收调查亟需解决的技术难题。本文尝试将数据挖掘技术应用于环保验收调查中,提出了港口工程竣工环境保护验收调查的数据挖掘方法框架,并进行案例研究。为解决港口工程竣工环境保护验收调查这一技术难题提供了新的方法。针对港口工程施工工艺、施工状况、施工现场数据、环境监测数据、生态及水质调查因子等进行数据挖掘应用,最终调查挖掘出案例工程施工过程中的海洋生态环境影响的类型、程度及发展趋势,有针对性地提出需要采取的补救性环保措施,为港口工程竣工环境保护验收调查提供有力的技术支持。
Environmental protection acceptance check of port engineering is a new technology to the coastal zone ecological environmental impact survey. How to mining valid, novel, potentially useful and easy to understand knowledge representation from massive raw data collected in the whole process of port engineering construction and run, is a technical problem which need to be solved in the environmental protection acceptance check of port engineering. This paper attempts to apply the data mining technology to the environmental protection acceptance check of port engineering. The framework of data mining methods in this work is presented. It also make case studies. It apply a new method to solve this technical problem. In this paper, Data mining technology is applied in the construction technology of port engineering, construction conditions,construction site data, environmental monitoring data, ecological and water quality factors. The type, degree of development and trend of the marine ecological environmental impact of construction process in the case of Engineering was gained finally. The remedial measures for environmental protection is proposed.A powerful technical support for the environmental protection acceptance check is provided.
Environmental protection acceptance check of port engineering is a new technology to the coastal zone ecological environmental impact survey. How to mining valid, novel, potentially useful and easy to understand knowledge representation from massive raw data collected in the whole process of port engineering construction and run, is a technical problem which need to be solved in the environmental protection acceptance check of port engineering. This paper attempts to apply the data mining technology to the environmental protection acceptance check of port engineering. The framework of data mining methods in this work is presented. It also make case studies. It apply a new method to solve this technical problem. In this paper, Data mining technology is applied in the construction technology of port engineering, construction conditions,construction site data, environmental monitoring data, ecological and water quality factors. The type, degree of development and trend of the marine ecological environmental impact of construction process in the case of Engineering was gained finally. The remedial measures for environmental protection is proposed.A powerful technical support for the environmental protection acceptance check is provided.
引文
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[2]Drummond S.T.,et al.,Application of Neural Networks:Precision Farming[C].Proc.IEEE World Congress on Computational Intelligence,Anchorage,AK,1998,211-215.
[3]马晓明,王东海,大气环境管理决策支持系统[M].化学工业出版社:北京,2007.
[4]张清宇,田伟利,沈旭.环境管理信息系统[M].化学工业出版社:北京,2006.
[5]韩家炜,数据挖掘:概念与技术[M].机械工业出版社:北京,2000.
[6]交通运输部水运科学研究所,深圳港大铲湾港区一期工程4#、5#泊位竣工环保验收调查报告书[R].北京,交通运输部水运科学研究所,2008
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