Cargando…
Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing
Groundwater is an important source of water in Beijing. Hydrochemical composition and water quality are the key factors to determine the availability of groundwater. Therefore, an improved integrated weight water quality index approach (IWQI) combining the entropy weight method and the stochastic si...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307073/ https://www.ncbi.nlm.nih.gov/pubmed/34300165 http://dx.doi.org/10.3390/ijerph18147703 |
_version_ | 1783727963272904704 |
---|---|
author | Zhang, Yongxiang Jia, Ruitao Wu, Jin Wang, Huaqing Luo, Zhuoran |
author_facet | Zhang, Yongxiang Jia, Ruitao Wu, Jin Wang, Huaqing Luo, Zhuoran |
author_sort | Zhang, Yongxiang |
collection | PubMed |
description | Groundwater is an important source of water in Beijing. Hydrochemical composition and water quality are the key factors to determine the availability of groundwater. Therefore, an improved integrated weight water quality index approach (IWQI) combining the entropy weight method and the stochastic simulation method is proposed. Through systematic investigation of groundwater chemical composition in different periods, using a hydrogeochemical diagram, multivariate statistics and spatial interpolation analysis, the spatial evolution characteristics and genetic mechanism of groundwater chemistry are discussed. The results show that the groundwater in the study area is weakly alkaline and low mineralized water. The south part of the study area showed higher concentrations of total dissolved solids, total hardness and [Formula: see text]-N in the dry season and wet season, and the main hydrochemical types are [Formula: see text]-Ca and [Formula: see text]-Ca-Mg. The natural source mechanism of the groundwater chemical components in Chaoyang District includes rock weathering, dissolution and cation exchange, while the human-made sources are mainly residents and industrial activities. Improved IWQI evaluation results indicate that water quality decreases from southwest to northeast along groundwater flow path. The water quality index (WQI) method cannot reflect the trend of groundwater. Sensitivity analysis indicated that the improved IWQI method could describe the overall water quality reliably, accurately and stably. |
format | Online Article Text |
id | pubmed-8307073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83070732021-07-25 Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing Zhang, Yongxiang Jia, Ruitao Wu, Jin Wang, Huaqing Luo, Zhuoran Int J Environ Res Public Health Article Groundwater is an important source of water in Beijing. Hydrochemical composition and water quality are the key factors to determine the availability of groundwater. Therefore, an improved integrated weight water quality index approach (IWQI) combining the entropy weight method and the stochastic simulation method is proposed. Through systematic investigation of groundwater chemical composition in different periods, using a hydrogeochemical diagram, multivariate statistics and spatial interpolation analysis, the spatial evolution characteristics and genetic mechanism of groundwater chemistry are discussed. The results show that the groundwater in the study area is weakly alkaline and low mineralized water. The south part of the study area showed higher concentrations of total dissolved solids, total hardness and [Formula: see text]-N in the dry season and wet season, and the main hydrochemical types are [Formula: see text]-Ca and [Formula: see text]-Ca-Mg. The natural source mechanism of the groundwater chemical components in Chaoyang District includes rock weathering, dissolution and cation exchange, while the human-made sources are mainly residents and industrial activities. Improved IWQI evaluation results indicate that water quality decreases from southwest to northeast along groundwater flow path. The water quality index (WQI) method cannot reflect the trend of groundwater. Sensitivity analysis indicated that the improved IWQI method could describe the overall water quality reliably, accurately and stably. MDPI 2021-07-20 /pmc/articles/PMC8307073/ /pubmed/34300165 http://dx.doi.org/10.3390/ijerph18147703 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhang, Yongxiang Jia, Ruitao Wu, Jin Wang, Huaqing Luo, Zhuoran Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing |
title | Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing |
title_full | Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing |
title_fullStr | Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing |
title_full_unstemmed | Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing |
title_short | Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing |
title_sort | evaluation of groundwater using an integrated approach of entropy weight and stochastic simulation: a case study in east region of beijing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307073/ https://www.ncbi.nlm.nih.gov/pubmed/34300165 http://dx.doi.org/10.3390/ijerph18147703 |
work_keys_str_mv | AT zhangyongxiang evaluationofgroundwaterusinganintegratedapproachofentropyweightandstochasticsimulationacasestudyineastregionofbeijing AT jiaruitao evaluationofgroundwaterusinganintegratedapproachofentropyweightandstochasticsimulationacasestudyineastregionofbeijing AT wujin evaluationofgroundwaterusinganintegratedapproachofentropyweightandstochasticsimulationacasestudyineastregionofbeijing AT wanghuaqing evaluationofgroundwaterusinganintegratedapproachofentropyweightandstochasticsimulationacasestudyineastregionofbeijing AT luozhuoran evaluationofgroundwaterusinganintegratedapproachofentropyweightandstochasticsimulationacasestudyineastregionofbeijing |