Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area.
The inherent uncertainties, subjectivity, and engineering challenges in environmental problems are increasingly being worked upon computing methods based on artifi cial intelligence (AI), including computerized tools that allow an analyst to use approximate reasoning with incomplete and inaccurate i...
- Autores:
-
González H., Juan D.
Carvajal Serna, Luis Fernando
Toro Botero, Francisco Mauricio
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2012
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/9219
- Palabra clave:
- 5 Ciencias naturales y matemáticas / Science
Índice de calidad de agua
Lógica difusa
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2González H., Juan D.a49b508f-0211-40e1-b346-70368cf64067300Carvajal Serna, Luis Fernando79f45666-85a7-4f25-a17b-e50060d4cf49300Toro Botero, Francisco Mauricio49e335fe-f5b4-4ef1-9653-1f5c32f3c85f3002019-06-24T20:56:32Z2019-06-24T20:56:32Z2012-02ISSN: 0012-7353https://repositorio.unal.edu.co/handle/unal/9219http://bdigital.unal.edu.co/6038/The inherent uncertainties, subjectivity, and engineering challenges in environmental problems are increasingly being worked upon computing methods based on artifi cial intelligence (AI), including computerized tools that allow an analyst to use approximate reasoning with incomplete and inaccurate information and with the support of an expert in the fi eld. In order to evaluate the applicability of this tool, this paper presents the development of a new water quality index based on fuzzy logic called the “fuzzy water quality index” (FWQI). This index is compared to the NSF water quality index (NSFWQI) and with the water quality index (ARWQI) obtained for the project “Red Río Fase I” for the Medellin metropolitan area environmental authority. The new FWQI provided reasonable correlations and results in comparison to the other two reference indexes. Finally, the FWQI could be used as a decision maker in the water management of Aburra River.application/pdfspaUniversidad Nacional de Colombia Sede Medell�n. Facultad de MinasUniversidad Nacional de Colombia Sede Medellín Facultad de Minas Escuela de Geociencias y Medio AmbienteEscuela de Geociencias y Medio AmbienteGonzález H., Juan D. and Carvajal Serna, Luis Fernando and Toro Botero, Francisco Mauricio (2012) Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. Dyna, 79 (171). pp. 50-58. ISSN 0012-73535 Ciencias naturales y matemáticas / ScienceÍndice de calidad de aguaLógica difusaWater quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area.Artículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINALDyna-2012_No.171-50.pdfapplication/pdf540801https://repositorio.unal.edu.co/bitstream/unal/9219/1/Dyna-2012_No.171-50.pdfad8ebae1deaa578420e8cfcf1c09f0d1MD51THUMBNAILDyna-2012_No.171-50.pdf.jpgDyna-2012_No.171-50.pdf.jpgGenerated Thumbnailimage/jpeg9584https://repositorio.unal.edu.co/bitstream/unal/9219/2/Dyna-2012_No.171-50.pdf.jpg8d59649c3c5aec44f4e10179cbd65589MD52unal/9219oai:repositorio.unal.edu.co:unal/92192023-09-05 23:04:32.261Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
| dc.title.spa.fl_str_mv |
Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. |
| title |
Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. |
| spellingShingle |
Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. 5 Ciencias naturales y matemáticas / Science Índice de calidad de agua Lógica difusa |
| title_short |
Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. |
| title_full |
Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. |
| title_fullStr |
Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. |
| title_full_unstemmed |
Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. |
| title_sort |
Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. |
| dc.creator.fl_str_mv |
González H., Juan D. Carvajal Serna, Luis Fernando Toro Botero, Francisco Mauricio |
| dc.contributor.author.spa.fl_str_mv |
González H., Juan D. Carvajal Serna, Luis Fernando Toro Botero, Francisco Mauricio |
| dc.subject.ddc.spa.fl_str_mv |
5 Ciencias naturales y matemáticas / Science |
| topic |
5 Ciencias naturales y matemáticas / Science Índice de calidad de agua Lógica difusa |
| dc.subject.proposal.spa.fl_str_mv |
Índice de calidad de agua Lógica difusa |
| description |
The inherent uncertainties, subjectivity, and engineering challenges in environmental problems are increasingly being worked upon computing methods based on artifi cial intelligence (AI), including computerized tools that allow an analyst to use approximate reasoning with incomplete and inaccurate information and with the support of an expert in the fi eld. In order to evaluate the applicability of this tool, this paper presents the development of a new water quality index based on fuzzy logic called the “fuzzy water quality index” (FWQI). This index is compared to the NSF water quality index (NSFWQI) and with the water quality index (ARWQI) obtained for the project “Red Río Fase I” for the Medellin metropolitan area environmental authority. The new FWQI provided reasonable correlations and results in comparison to the other two reference indexes. Finally, the FWQI could be used as a decision maker in the water management of Aburra River. |
| publishDate |
2012 |
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2012-02 |
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2019-06-24T20:56:32Z |
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2019-06-24T20:56:32Z |
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Artículo de revista |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
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info:eu-repo/semantics/publishedVersion |
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http://purl.org/coar/resource_type/c_6501 |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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Text |
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http://purl.org/redcol/resource_type/ART |
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publishedVersion |
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ISSN: 0012-7353 |
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https://repositorio.unal.edu.co/handle/unal/9219 |
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http://bdigital.unal.edu.co/6038/ |
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ISSN: 0012-7353 |
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https://repositorio.unal.edu.co/handle/unal/9219 http://bdigital.unal.edu.co/6038/ |
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spa |
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spa |
| dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Sede Medellín Facultad de Minas Escuela de Geociencias y Medio Ambiente Escuela de Geociencias y Medio Ambiente |
| dc.relation.references.spa.fl_str_mv |
González H., Juan D. and Carvajal Serna, Luis Fernando and Toro Botero, Francisco Mauricio (2012) Water quality index based on fuzzy logic applied to the Aburra river basin in the jurisdiction of the Metropolitan Area. Dyna, 79 (171). pp. 50-58. ISSN 0012-7353 |
| dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
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http://purl.org/coar/access_right/c_abf2 |
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Atribución-NoComercial 4.0 Internacional |
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info:eu-repo/semantics/openAccess |
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Atribución-NoComercial 4.0 Internacional Derechos reservados - Universidad Nacional de Colombia http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 |
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Universidad Nacional de Colombia Sede Medell�n. Facultad de Minas |
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