Water quality index using fuzzy logic Utcubamba River, Peru
Water is a fundamental nutrient in the life of any living being. Therefore, it is necessary to estimate its quality, because it is an issue of increasing concern countries around the world for reasons such as the health of the population, regional, national and international economic development, an...
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Universidad de Nariño
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doaj-dadddef3eba4410db1e63a476d8cc8ef2021-05-11T22:24:01ZengUniversidad de NariñoRevista de Ciencias Agrícolas0120-01352256-22732020-12-01371618https://doi.org/10.22267/rcia.203701.124Water quality index using fuzzy logic Utcubamba River, PeruLenin Quiñones-Huatangari0https://orcid.org/0000-0002-0953-328XLuis Ochoa1https://orcid.org/0000-0001-9179-988XManuel Emilio Milla-Pino 2https://orcid.org/0000-0003-3931-9804José Federico Bazán3https://orcid.org/0000-0002-2857-4650Oscar Andrés Gamarra4https://orcid.org/0000-0002-5867-6754Jesús Rascón5https://orcid.org/0000-0002-9305-7203Universidad Nacional de JaénUniversidad Nacional Autónoma de MéxicoUniversidad Nacional de JaénUniversidad Nacional de PiuraUniversidad Nacional Toribio Rodríguez de Mendoza de AmazonasUniversidad Nacional Toribio Rodríguez de Mendoza de AmazonasWater is a fundamental nutrient in the life of any living being. Therefore, it is necessary to estimate its quality, because it is an issue of increasing concern countries around the world for reasons such as the health of the population, regional, national and international economic development, and the environmental quality of the ecosystems. One tool that has been used to know the state of the water is the water quality indexes (WQI). The objective of this research was to develop a WQI based on fuzzy logic, which allows for the estimation of water quality in the Utcubamba River. The methodology used was proposed by Icaga in 2007. To evaluate the proposed WQI called "Diffuse Water Quality Index" (DWQI), sixteen points from the sampling conducted by the Research Institute for Sustainable Development during October 2014 on the Utcubamba River and its tributaries were used. To validate the index, it was necessary to estimate the correlation coefficient R2 between the results obtained and those of the NSF WQI wáter quality index reported by the Water Research Center. This new index presented results and reasonable correlation, R2 = 0.81. It is concluded that DWQI can be used as a tool for decision making in the water management of the Utcubamba River.https://revistas.udenar.edu.co/index.php/rfacia/article/view/5644/6958water analysiswater chemistrywater pollutioncomputer applicationartificial intelligence |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lenin Quiñones-Huatangari Luis Ochoa Manuel Emilio Milla-Pino José Federico Bazán Oscar Andrés Gamarra Jesús Rascón |
spellingShingle |
Lenin Quiñones-Huatangari Luis Ochoa Manuel Emilio Milla-Pino José Federico Bazán Oscar Andrés Gamarra Jesús Rascón Water quality index using fuzzy logic Utcubamba River, Peru Revista de Ciencias Agrícolas water analysis water chemistry water pollution computer application artificial intelligence |
author_facet |
Lenin Quiñones-Huatangari Luis Ochoa Manuel Emilio Milla-Pino José Federico Bazán Oscar Andrés Gamarra Jesús Rascón |
author_sort |
Lenin Quiñones-Huatangari |
title |
Water quality index using fuzzy logic Utcubamba River, Peru |
title_short |
Water quality index using fuzzy logic Utcubamba River, Peru |
title_full |
Water quality index using fuzzy logic Utcubamba River, Peru |
title_fullStr |
Water quality index using fuzzy logic Utcubamba River, Peru |
title_full_unstemmed |
Water quality index using fuzzy logic Utcubamba River, Peru |
title_sort |
water quality index using fuzzy logic utcubamba river, peru |
publisher |
Universidad de Nariño |
series |
Revista de Ciencias Agrícolas |
issn |
0120-0135 2256-2273 |
publishDate |
2020-12-01 |
description |
Water is a fundamental nutrient in the life of any living being. Therefore, it is necessary to estimate its quality, because it is an issue of increasing concern countries around the world for reasons such as the health of the population, regional, national and international economic development, and the environmental quality of the ecosystems. One tool that has been used to know the state of the water is the water quality indexes (WQI). The objective of this research was to develop a WQI based on fuzzy logic, which allows for the estimation of water quality in the Utcubamba River. The methodology used was proposed by Icaga in 2007. To evaluate the proposed WQI called "Diffuse Water Quality Index" (DWQI), sixteen points from the sampling conducted by the Research Institute for Sustainable Development during October 2014 on the Utcubamba River and its tributaries were used. To validate the index, it was necessary to estimate the correlation coefficient R2 between the results obtained and those of the NSF WQI wáter quality index reported by the Water Research Center. This new index presented results and reasonable correlation, R2 = 0.81. It is concluded that DWQI can be used as a tool for decision making in the water management of the Utcubamba River. |
topic |
water analysis water chemistry water pollution computer application artificial intelligence |
url |
https://revistas.udenar.edu.co/index.php/rfacia/article/view/5644/6958 |
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