Detailed Sponge City planning based on hierarchical fuzzy decision-making: A case study on Yangchen Lake | |
Zhang, Junyu1,2; Fu, Dafang1,2; Wang, Yajun1,3; Singh, Rajendra Prasad1,2 | |
刊名 | Water (Switzerland) |
2017-11-20 | |
卷号 | 9期号:11 |
关键词 | Decision making Fuzzy logic Geographic information systems Oil well flooding Urban planning Comprehensive information Decision rules Decision supports Hierarchical fuzzy Robust decisions Sponge City Strategy choices Surrounding environment |
ISSN号 | 2073-4441 |
DOI | 10.3390/w9110903 |
英文摘要 | We proposed a Hierarchical Fuzzy Inference System (HFIS) framework to offer better decision supports with fewer user-defined data (uncertainty). The framework consists two parts: a fuzzified Geographic Information System(GIS) and aHFIS system. The former provides comprehensive information on the criterion unit and the latter helps in making more robust decisions. The HFIS and the traditionalMulti-Criteria DecisionMaking (MCDM) method were applied to a case study and compared. The fuzzified GIS maps maintained a majority of the dominant characteristics of the criterion unit but also revealed some non-significant information according to the surrounding environment. The urban planning map generated by the two methods shares similar strategy choices (6% difference), while the spatial distribution of strategies shares 69.7% in common. The HFIS required fewer subjective decisions than theMCDM(34 user-defined decision rules vs. 141 manual evaluations). © 2017 by the authors. |
资助项目 | National Key Technologies RD Program[2015BAL02B05] |
WOS研究方向 | Water Resources |
语种 | 英语 |
出版者 | MDPI AG, Postfach, Basel, CH-4005, Switzerland |
WOS记录号 | WOS:000416798300089 |
状态 | 已发表 |
内容类型 | 期刊论文 |
源URL | [http://ir.lut.edu.cn/handle/2XXMBERH/114674] |
专题 | 土木工程学院 |
通讯作者 | Singh, Rajendra Prasad |
作者单位 | 1.Southeast Univ, Dept Civil Engn, 2Sipailou, Nanjing 210096, Jiangsu, Peoples R China 2.Southeast Univ, Joint Res Ctr Water Sensit Cities, Southeast Univ Monash Univ Joint Grad Sch Suzhou, Suzhou 215123, Peoples R China 3.Lanzhou Univ Technol, Sch Civil Engn, 287 Langongping, Lanzhou 730050, Gansu, Peoples R China |
推荐引用方式 GB/T 7714 | Zhang, Junyu,Fu, Dafang,Wang, Yajun,et al. Detailed Sponge City planning based on hierarchical fuzzy decision-making: A case study on Yangchen Lake[J]. Water (Switzerland),2017,9(11). |
APA | Zhang, Junyu,Fu, Dafang,Wang, Yajun,&Singh, Rajendra Prasad.(2017).Detailed Sponge City planning based on hierarchical fuzzy decision-making: A case study on Yangchen Lake.Water (Switzerland),9(11). |
MLA | Zhang, Junyu,et al."Detailed Sponge City planning based on hierarchical fuzzy decision-making: A case study on Yangchen Lake".Water (Switzerland) 9.11(2017). |
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