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CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City

Monitoring on urban water environment and analysis of engineering improvement measures are intricate and time-consuming tasks. In previous studies, the integration of hydrodynamic and water quality models and geographical information system (GIS) usually takes three approaches: loose coupling, tight...

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Autores principales: Liao, Zhenliang, Zhou, Can, Tian, Wenchong, Hu, Tiantian, Guo, Ru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428787/
https://www.ncbi.nlm.nih.gov/pubmed/30623332
http://dx.doi.org/10.1007/s11356-018-3862-5
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author Liao, Zhenliang
Zhou, Can
Tian, Wenchong
Hu, Tiantian
Guo, Ru
author_facet Liao, Zhenliang
Zhou, Can
Tian, Wenchong
Hu, Tiantian
Guo, Ru
author_sort Liao, Zhenliang
collection PubMed
description Monitoring on urban water environment and analysis of engineering improvement measures are intricate and time-consuming tasks. In previous studies, the integration of hydrodynamic and water quality models and geographical information system (GIS) usually takes three approaches: loose coupling, tight coupling, and full coupling. However, this paper adopted a special loose coupling approach—case-based reasoning (CBR) to develop an integrated decision support system. This was characterized by invoking the case base stored in the GIS platform as the output of the model. The fused capability of model’s water quality predication and strong spatial data processing analysis of GIS can be realized at the same time by integration. The functionality of the integrated system was illustrated through a case study of Chaohu, a medium-sized city in China, which includes case retrieval, result interpretation, and the visual display in the GIS platform. Results verified the feasibility and operability of the developed method. As a useful tool, the integrated decision support system makes it simpler and more convenient for decision makers to make decisions efficiently and quickly.
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spelling pubmed-64287872019-04-05 CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City Liao, Zhenliang Zhou, Can Tian, Wenchong Hu, Tiantian Guo, Ru Environ Sci Pollut Res Int Research Article Monitoring on urban water environment and analysis of engineering improvement measures are intricate and time-consuming tasks. In previous studies, the integration of hydrodynamic and water quality models and geographical information system (GIS) usually takes three approaches: loose coupling, tight coupling, and full coupling. However, this paper adopted a special loose coupling approach—case-based reasoning (CBR) to develop an integrated decision support system. This was characterized by invoking the case base stored in the GIS platform as the output of the model. The fused capability of model’s water quality predication and strong spatial data processing analysis of GIS can be realized at the same time by integration. The functionality of the integrated system was illustrated through a case study of Chaohu, a medium-sized city in China, which includes case retrieval, result interpretation, and the visual display in the GIS platform. Results verified the feasibility and operability of the developed method. As a useful tool, the integrated decision support system makes it simpler and more convenient for decision makers to make decisions efficiently and quickly. Springer Berlin Heidelberg 2019-01-08 2019 /pmc/articles/PMC6428787/ /pubmed/30623332 http://dx.doi.org/10.1007/s11356-018-3862-5 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research Article
Liao, Zhenliang
Zhou, Can
Tian, Wenchong
Hu, Tiantian
Guo, Ru
CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City
title CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City
title_full CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City
title_fullStr CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City
title_full_unstemmed CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City
title_short CBR-based integration of a hydrodynamic and water quality model and GIS—a case study of Chaohu City
title_sort cbr-based integration of a hydrodynamic and water quality model and gis—a case study of chaohu city
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428787/
https://www.ncbi.nlm.nih.gov/pubmed/30623332
http://dx.doi.org/10.1007/s11356-018-3862-5
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