The Eco-Environmental Fragility Assessment of Ningdong Base

被引:0
|
作者
Li, Feng-jun [1 ]
Hu, Min [1 ]
Guo, Xiao-le [1 ]
机构
[1] Ningxia Univ, Sch Math & Stat, Yinchuan 750021, Peoples R China
基金
中国国家自然科学基金;
关键词
eco-environmental fragility; assessment; SVM; Ningdong Base; RIVER; VULNERABILITY; DELTA;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We select the Ningdong Energy and Chemistry Industry Base (referred to as Ningdong Base) as research object and take the ecological environment as evaluating target. According to the subject and object factors, the SVM model of ecological environment vulnerability assessment is constructed by using principal component analysis method. We embed GA in SVM to optimize its structure and parameters. SVM model is simple, universal, and accurate, and it can be applied in evaluation of eco-environmental vulnerability in practice. Also, we compare our evaluation results with the the BP-ANN model's results. Then, we draw a conclusion that the ecological environment vulnerability of the Ningdong Base is the second level, which belongs to moderate vulnerability. Finally, the causes of vulnerability formation are analyzed.
引用
收藏
页码:200 / 205
页数:6
相关论文
共 50 条
  • [1] Analysis and assessment of Chinese eco-environmental situation
    Niu WenyuanResearch Center for Eco-Enviromnental Sciences
    [J]. Journal of Environmental Sciences, 1990, (03) : 79 - 85
  • [2] Analysis and emergy assessment of the eco-environmental benefits of rivers
    Wu, Zening
    Di, Danyang
    Wang, Huiliang
    Wu, Meimei
    He, Chentao
    [J]. ECOLOGICAL INDICATORS, 2019, 106
  • [3] A Dynamic Assessment Method for Urban Eco-environmental Quality Evaluation
    Kou, Gang
    Wu, Wenshuai
    Zhao, Yiyi
    Peng, Yi
    Yaw, Nti
    Shi, Yong
    [J]. JOURNAL OF MULTI-CRITERIA DECISION ANALYSIS, 2011, 18 (1-2) : 23 - 38
  • [4] Assessment of Eco-environmental Quality in Liaoning Coastal Highway Area
    Liu, Weiling
    Zhu, Jinghai
    Hu, Yuanman
    Wang, Wei
    [J]. 2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 1, PROCEEDINGS, 2009, : 512 - +
  • [5] Eco-environmental assessment model of the mining area in Gongyi, China
    Ying Wang
    Xueling Wu
    Siyuan He
    Ruiqing Niu
    [J]. Scientific Reports, 11
  • [6] Eco-environmental assessment model of the mining area in Gongyi, China
    Wang, Ying
    Wu, Xueling
    He, Siyuan
    Niu, Ruiqing
    [J]. SCIENTIFIC REPORTS, 2021, 11 (01)
  • [7] Assessment and zoning of eco-environmental sensitivity for a typical developing province in China
    Xiaoyan Dai
    Zhuo Li
    Shouyi Lin
    Wencheng Xu
    [J]. Stochastic Environmental Research and Risk Assessment, 2012, 26 : 1095 - 1107
  • [8] Assessment on Eco-environmental Risk for Flood Disaster Induced by Storm Tide
    Zhang, Wenting
    Liu, Yongzhi
    Zhang, Xingnan
    [J]. RESEARCH JOURNAL OF CHEMISTRY AND ENVIRONMENT, 2013, 17 : 15 - 20
  • [9] Assessment on the interaction between technology innovation and eco-environmental systems in China
    Yang, Rui
    Miao, Xin
    Wong, Christina W. Y.
    Wang, Teng
    Du, Mengjin
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (44) : 63127 - 63149
  • [10] Assessment and zoning of eco-environmental sensitivity for a typical developing province in China
    Dai, Xiaoyan
    Li, Zhuo
    Lin, Shouyi
    Xu, Wencheng
    [J]. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2012, 26 (08) : 1095 - 1107