{"title":"Spatiotemporal variation analysis of Tigris River water quality in Mosul, Iraq during 2020–2023 based on environmetric techniques","authors":"Zakariya Yahya Algamal, Zakariya Nafi Shehab, Raid Mahmood Faisal","doi":"10.1007/s12665-024-12086-z","DOIUrl":null,"url":null,"abstract":"<div><p>This study focuses on the temporal and spatial variations in water quality of Tigris River in Mosul, Iraq, from 2020 to 2023. It involved monthly monitoring of 17 water quality parameters at 10 different sampling stations along the river. The data were analyzed using different statistical methods, including one-way ANOVA, cluster analysis, and principal component analysis/factor analysis, to check the variation and identify potential pollution sources. The one-way ANOVA showed significant spatial and temporal differences for most of the water quality parameters, while BOD₅ and COD were relatively less variable. Cluster analysis classified the sampling sites into two distinct clusters, which were the upstream and downstream sites, indicating that urbanization significantly affects the water quality. PCA and FA revealed five key components that together comprised 87.9% of the overall variance in water quality. These components were associated with mineral content and salinity (30.5%), alkalinity and hardness (22.6%), oxygenation and organic matter (12.8%), nutrients (11.7%), and chemical oxygen demand (10.3%). The results indicate that the deterioration of water quality is mainly due to geological factors, urban runoff, agricultural activities, and domestic sewage discharge. This research provides the necessary knowledge regarding the processes that determine water quality in the Tigris River and gives a scientific basis for developing effective water resource management and pollution abatement strategies for the region.</p></div>","PeriodicalId":542,"journal":{"name":"Environmental Earth Sciences","volume":"84 2","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Earth Sciences","FirstCategoryId":"93","ListUrlMain":"https://link.springer.com/article/10.1007/s12665-024-12086-z","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
This study focuses on the temporal and spatial variations in water quality of Tigris River in Mosul, Iraq, from 2020 to 2023. It involved monthly monitoring of 17 water quality parameters at 10 different sampling stations along the river. The data were analyzed using different statistical methods, including one-way ANOVA, cluster analysis, and principal component analysis/factor analysis, to check the variation and identify potential pollution sources. The one-way ANOVA showed significant spatial and temporal differences for most of the water quality parameters, while BOD₅ and COD were relatively less variable. Cluster analysis classified the sampling sites into two distinct clusters, which were the upstream and downstream sites, indicating that urbanization significantly affects the water quality. PCA and FA revealed five key components that together comprised 87.9% of the overall variance in water quality. These components were associated with mineral content and salinity (30.5%), alkalinity and hardness (22.6%), oxygenation and organic matter (12.8%), nutrients (11.7%), and chemical oxygen demand (10.3%). The results indicate that the deterioration of water quality is mainly due to geological factors, urban runoff, agricultural activities, and domestic sewage discharge. This research provides the necessary knowledge regarding the processes that determine water quality in the Tigris River and gives a scientific basis for developing effective water resource management and pollution abatement strategies for the region.
期刊介绍:
Environmental Earth Sciences is an international multidisciplinary journal concerned with all aspects of interaction between humans, natural resources, ecosystems, special climates or unique geographic zones, and the earth:
Water and soil contamination caused by waste management and disposal practices
Environmental problems associated with transportation by land, air, or water
Geological processes that may impact biosystems or humans
Man-made or naturally occurring geological or hydrological hazards
Environmental problems associated with the recovery of materials from the earth
Environmental problems caused by extraction of minerals, coal, and ores, as well as oil and gas, water and alternative energy sources
Environmental impacts of exploration and recultivation – Environmental impacts of hazardous materials
Management of environmental data and information in data banks and information systems
Dissemination of knowledge on techniques, methods, approaches and experiences to improve and remediate the environment
In pursuit of these topics, the geoscientific disciplines are invited to contribute their knowledge and experience. Major disciplines include: hydrogeology, hydrochemistry, geochemistry, geophysics, engineering geology, remediation science, natural resources management, environmental climatology and biota, environmental geography, soil science and geomicrobiology.