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/40594
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/40594
http://bdigital.unal.edu.co/30691/
- Palabra clave:
- water quality indices (WQIs)
fuzzy-logic
fuzzy inference system
bioindicators
- 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-f5b4-4ef1-9653-1f5c32f3c85f3002019-06-28T09:36:26Z2019-06-28T09:36:26Z2012https://repositorio.unal.edu.co/handle/unal/40594http://bdigital.unal.edu.co/30691/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 Medellínhttp://revistas.unal.edu.co/index.php/dyna/article/view/29569Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaDyna; Vol. 79, núm. 171 (2012); 50-58 DYNA; Vol. 79, núm. 171 (2012); 50-58 2346-2183 0012-7353González 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; Vol. 79, núm. 171 (2012); 50-58 DYNA; Vol. 79, núm. 171 (2012); 50-58 2346-2183 0012-7353 .Water quality index based on fuzzy logic applied to the aburra river basin in the jurisdiction of the metropolitan areaArtículo 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/ARTwater quality indices (WQIs)fuzzy-logicfuzzy inference systembioindicatorsORIGINAL29569-158551-1-PB.htmltext/html32813https://repositorio.unal.edu.co/bitstream/unal/40594/1/29569-158551-1-PB.htmlde40e08b48c176b8deee4a53bcc519b9MD5129569-106200-1-PB.pdfapplication/pdf540801https://repositorio.unal.edu.co/bitstream/unal/40594/2/29569-106200-1-PB.pdfad8ebae1deaa578420e8cfcf1c09f0d1MD52THUMBNAIL29569-106200-1-PB.pdf.jpg29569-106200-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9584https://repositorio.unal.edu.co/bitstream/unal/40594/3/29569-106200-1-PB.pdf.jpg8d59649c3c5aec44f4e10179cbd65589MD53unal/40594oai:repositorio.unal.edu.co:unal/405942023-01-29 23:06:08.516Repositorio 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 water quality indices (WQIs) fuzzy-logic fuzzy inference system bioindicators |
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.proposal.spa.fl_str_mv |
water quality indices (WQIs) fuzzy-logic fuzzy inference system bioindicators |
topic |
water quality indices (WQIs) fuzzy-logic fuzzy inference system bioindicators |
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 |
dc.date.issued.spa.fl_str_mv |
2012 |
dc.date.accessioned.spa.fl_str_mv |
2019-06-28T09:36:26Z |
dc.date.available.spa.fl_str_mv |
2019-06-28T09:36:26Z |
dc.type.spa.fl_str_mv |
Artículo de revista |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
dc.type.coarversion.spa.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.content.spa.fl_str_mv |
Text |
dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ART |
format |
http://purl.org/coar/resource_type/c_6501 |
status_str |
publishedVersion |
dc.identifier.uri.none.fl_str_mv |
https://repositorio.unal.edu.co/handle/unal/40594 |
dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/30691/ |
url |
https://repositorio.unal.edu.co/handle/unal/40594 http://bdigital.unal.edu.co/30691/ |
dc.language.iso.spa.fl_str_mv |
spa |
language |
spa |
dc.relation.spa.fl_str_mv |
http://revistas.unal.edu.co/index.php/dyna/article/view/29569 |
dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Revistas electrónicas UN Dyna Dyna |
dc.relation.ispartofseries.none.fl_str_mv |
Dyna; Vol. 79, núm. 171 (2012); 50-58 DYNA; Vol. 79, núm. 171 (2012); 50-58 2346-2183 0012-7353 |
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; Vol. 79, núm. 171 (2012); 50-58 DYNA; Vol. 79, núm. 171 (2012); 50-58 2346-2183 0012-7353 . |
dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.license.spa.fl_str_mv |
Atribución-NoComercial 4.0 Internacional |
dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/licenses/by-nc/4.0/ |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
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 |
eu_rights_str_mv |
openAccess |
dc.format.mimetype.spa.fl_str_mv |
application/pdf |
dc.publisher.spa.fl_str_mv |
Universidad Nacional de Colombia Sede Medellín |
institution |
Universidad Nacional de Colombia |
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