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Water Quality Characteristics and Source Analysis of Pollutants in the Maotiao River Basin (SW China)
Rivers are an important mediator between human activities and the natural environment. They provide multiple functions, including irrigation, transportation, food supply, recreation, and water supply. Therefore, evaluations of water quality and pollution sources are of great significance for ecologi...
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Published in: | Water (Basel) 2022-02, Vol.14 (3), p.301 |
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description | Rivers are an important mediator between human activities and the natural environment. They provide multiple functions, including irrigation, transportation, food supply, recreation, and water supply. Therefore, evaluations of water quality and pollution sources are of great significance for ecological restoration and management of rivers. In this study, the improved “vušekriterijumska optimizacija i kompromisno rješenje” (VIKOR in Serbian; in English: Multicriteria Optimization and Compromise Solution), and a geodetector were used to analyze the water quality characteristics and pollution sources of the Maotiao River Basin (Gizhou province, SW China). The results showed that the water quality of the Maotiao River Basin deteriorated significantly during the summer drought period, as was evident in the reservoirs and lakes. It improved in the wet season (i.e., during the summer period) due to runoff dilution. Water quality decreased along the river’s course, from upstream to downstream sections. The results of the geographic detector analysis showed that agricultural areas were the primary factor affecting the spatial distribution of water quality in the river basin. In July, August, and November 2020, the influence of agricultural land was 0.72, 0.60, or 0.80, respectively, and the interactions among urban, industrial, agricultural, and forested areas explained 99.2%, 83.2%, or 99.9% of the spatial differentiation of water quality, respectively. Due to the influence of spatial scale, settlements have a small influence on the spatial distribution of water quality. Their impact factors were 0.38, −0.24, and −0.05, respectively. Notably, the negative relationship of water quality and forested areas reflects that topography, types of landscapes, and soil thickness have considerable influences on the Maotiao River Basin’s water quality. Based on the findings, we infer that good farmland water conservancy projects and comprehensive management of different types of landscapes, such as forests, agriculture, and urban area and water bodies, are of great significance for improving water quality. |
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They provide multiple functions, including irrigation, transportation, food supply, recreation, and water supply. Therefore, evaluations of water quality and pollution sources are of great significance for ecological restoration and management of rivers. In this study, the improved “vušekriterijumska optimizacija i kompromisno rješenje” (VIKOR in Serbian; in English: Multicriteria Optimization and Compromise Solution), and a geodetector were used to analyze the water quality characteristics and pollution sources of the Maotiao River Basin (Gizhou province, SW China). The results showed that the water quality of the Maotiao River Basin deteriorated significantly during the summer drought period, as was evident in the reservoirs and lakes. It improved in the wet season (i.e., during the summer period) due to runoff dilution. Water quality decreased along the river’s course, from upstream to downstream sections. The results of the geographic detector analysis showed that agricultural areas were the primary factor affecting the spatial distribution of water quality in the river basin. In July, August, and November 2020, the influence of agricultural land was 0.72, 0.60, or 0.80, respectively, and the interactions among urban, industrial, agricultural, and forested areas explained 99.2%, 83.2%, or 99.9% of the spatial differentiation of water quality, respectively. Due to the influence of spatial scale, settlements have a small influence on the spatial distribution of water quality. Their impact factors were 0.38, −0.24, and −0.05, respectively. Notably, the negative relationship of water quality and forested areas reflects that topography, types of landscapes, and soil thickness have considerable influences on the Maotiao River Basin’s water quality. Based on the findings, we infer that good farmland water conservancy projects and comprehensive management of different types of landscapes, such as forests, agriculture, and urban area and water bodies, are of great significance for improving water quality.</description><identifier>ISSN: 2073-4441</identifier><identifier>EISSN: 2073-4441</identifier><identifier>DOI: 10.3390/w14030301</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Agricultural land ; Agricultural production ; Agricultural resources ; Analysis ; Chemical oxygen demand ; China ; Chlorophyll ; Detectors ; Dilution ; Downstream effects ; Drought ; Droughts ; Ecological restoration ; Environmental restoration ; Food ; Food supply ; Human beings ; Human influences ; Influence on nature ; Lakes ; Landscape ; Management ; Multiple criterion ; Nitrates ; Optimization ; Pollutants ; Pollution sources ; Precipitation ; Project management ; Quality standards ; Rainy season ; River basins ; Rivers ; Spatial distribution ; Standard deviation ; Summer ; Urban agriculture ; Urban areas ; Water ; Water conservation ; Water pollution ; Water quality ; Water shortages ; Water supply</subject><ispartof>Water (Basel), 2022-02, Vol.14 (3), p.301</ispartof><rights>COPYRIGHT 2022 MDPI AG</rights><rights>2022 by the authors. 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/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c331t-5270ab90a29ef694396abb335bd3eac254939fb41d2f99db23dc88bef0f203203</citedby><cites>FETCH-LOGICAL-c331t-5270ab90a29ef694396abb335bd3eac254939fb41d2f99db23dc88bef0f203203</cites><orcidid>0000-0002-8767-3894</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2627846040/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2627846040?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,44590,75126</link.rule.ids></links><search><creatorcontrib>Li, Yinjiu</creatorcontrib><creatorcontrib>Li, Qiuhua</creatorcontrib><creatorcontrib>Jiao, Shulin</creatorcontrib><creatorcontrib>Liu, Chen</creatorcontrib><creatorcontrib>Yang, Liuying</creatorcontrib><creatorcontrib>Huang, Guojia</creatorcontrib><creatorcontrib>Zhou, Si</creatorcontrib><creatorcontrib>Han, Mengshu</creatorcontrib><creatorcontrib>Brancelj, Anton</creatorcontrib><title>Water Quality Characteristics and Source Analysis of Pollutants in the Maotiao River Basin (SW China)</title><title>Water (Basel)</title><description>Rivers are an important mediator between human activities and the natural environment. They provide multiple functions, including irrigation, transportation, food supply, recreation, and water supply. Therefore, evaluations of water quality and pollution sources are of great significance for ecological restoration and management of rivers. In this study, the improved “vušekriterijumska optimizacija i kompromisno rješenje” (VIKOR in Serbian; in English: Multicriteria Optimization and Compromise Solution), and a geodetector were used to analyze the water quality characteristics and pollution sources of the Maotiao River Basin (Gizhou province, SW China). The results showed that the water quality of the Maotiao River Basin deteriorated significantly during the summer drought period, as was evident in the reservoirs and lakes. It improved in the wet season (i.e., during the summer period) due to runoff dilution. Water quality decreased along the river’s course, from upstream to downstream sections. The results of the geographic detector analysis showed that agricultural areas were the primary factor affecting the spatial distribution of water quality in the river basin. In July, August, and November 2020, the influence of agricultural land was 0.72, 0.60, or 0.80, respectively, and the interactions among urban, industrial, agricultural, and forested areas explained 99.2%, 83.2%, or 99.9% of the spatial differentiation of water quality, respectively. Due to the influence of spatial scale, settlements have a small influence on the spatial distribution of water quality. Their impact factors were 0.38, −0.24, and −0.05, respectively. Notably, the negative relationship of water quality and forested areas reflects that topography, types of landscapes, and soil thickness have considerable influences on the Maotiao River Basin’s water quality. Based on the findings, we infer that good farmland water conservancy projects and comprehensive management of different types of landscapes, such as forests, agriculture, and urban area and water bodies, are of great significance for improving water quality.</description><subject>Agricultural land</subject><subject>Agricultural production</subject><subject>Agricultural resources</subject><subject>Analysis</subject><subject>Chemical oxygen demand</subject><subject>China</subject><subject>Chlorophyll</subject><subject>Detectors</subject><subject>Dilution</subject><subject>Downstream effects</subject><subject>Drought</subject><subject>Droughts</subject><subject>Ecological restoration</subject><subject>Environmental restoration</subject><subject>Food</subject><subject>Food supply</subject><subject>Human beings</subject><subject>Human influences</subject><subject>Influence on nature</subject><subject>Lakes</subject><subject>Landscape</subject><subject>Management</subject><subject>Multiple criterion</subject><subject>Nitrates</subject><subject>Optimization</subject><subject>Pollutants</subject><subject>Pollution sources</subject><subject>Precipitation</subject><subject>Project management</subject><subject>Quality standards</subject><subject>Rainy season</subject><subject>River basins</subject><subject>Rivers</subject><subject>Spatial distribution</subject><subject>Standard deviation</subject><subject>Summer</subject><subject>Urban agriculture</subject><subject>Urban areas</subject><subject>Water</subject><subject>Water conservation</subject><subject>Water pollution</subject><subject>Water quality</subject><subject>Water shortages</subject><subject>Water supply</subject><issn>2073-4441</issn><issn>2073-4441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpNUNtKAzEQXUTBUvvgHwR8sQ9bc9tLHmvxBhUvVfq4zGYTm7Ld1CSr9O9NqYhzBmY4zBxmTpKcEzxhTOCrb8IxiyBHyYDigqWcc3L8rz9NRt6vcQwuyjLDg0QtISiHXnpoTdih2QocyMgYH4z0CLoGLWzvpELTDtqdNx5ZjZ5t2_YBuuCR6VBYKfQINhiw6NV8Rblr8JG_XCyjoOlgfJacaGi9Gv3WYfJ-e_M2u0_nT3cPs-k8lYyRkGa0wFALDFQonQvORA51zVhWN0yBpBkXTOiak4ZqIZqaskaWZa001hSzmMPk4qC7dfazVz5U63h8PNxXNKdFyXPM91OTw9QHtKoynbYhPh3RqI2RtlPaRH5aCEZznpE8LowPC9JZ753S1daZDbhdRXC1d776c579AEOAc_s</recordid><startdate>20220201</startdate><enddate>20220201</enddate><creator>Li, Yinjiu</creator><creator>Li, Qiuhua</creator><creator>Jiao, Shulin</creator><creator>Liu, Chen</creator><creator>Yang, Liuying</creator><creator>Huang, Guojia</creator><creator>Zhou, Si</creator><creator>Han, Mengshu</creator><creator>Brancelj, Anton</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0002-8767-3894</orcidid></search><sort><creationdate>20220201</creationdate><title>Water Quality Characteristics and Source Analysis of Pollutants in the Maotiao River Basin (SW China)</title><author>Li, Yinjiu ; Li, Qiuhua ; Jiao, Shulin ; Liu, Chen ; Yang, Liuying ; Huang, Guojia ; Zhou, Si ; Han, Mengshu ; Brancelj, Anton</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c331t-5270ab90a29ef694396abb335bd3eac254939fb41d2f99db23dc88bef0f203203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Agricultural land</topic><topic>Agricultural production</topic><topic>Agricultural resources</topic><topic>Analysis</topic><topic>Chemical oxygen demand</topic><topic>China</topic><topic>Chlorophyll</topic><topic>Detectors</topic><topic>Dilution</topic><topic>Downstream effects</topic><topic>Drought</topic><topic>Droughts</topic><topic>Ecological restoration</topic><topic>Environmental restoration</topic><topic>Food</topic><topic>Food supply</topic><topic>Human beings</topic><topic>Human influences</topic><topic>Influence on nature</topic><topic>Lakes</topic><topic>Landscape</topic><topic>Management</topic><topic>Multiple criterion</topic><topic>Nitrates</topic><topic>Optimization</topic><topic>Pollutants</topic><topic>Pollution sources</topic><topic>Precipitation</topic><topic>Project management</topic><topic>Quality standards</topic><topic>Rainy season</topic><topic>River basins</topic><topic>Rivers</topic><topic>Spatial distribution</topic><topic>Standard deviation</topic><topic>Summer</topic><topic>Urban agriculture</topic><topic>Urban areas</topic><topic>Water</topic><topic>Water conservation</topic><topic>Water pollution</topic><topic>Water quality</topic><topic>Water shortages</topic><topic>Water supply</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Yinjiu</creatorcontrib><creatorcontrib>Li, Qiuhua</creatorcontrib><creatorcontrib>Jiao, Shulin</creatorcontrib><creatorcontrib>Liu, Chen</creatorcontrib><creatorcontrib>Yang, Liuying</creatorcontrib><creatorcontrib>Huang, Guojia</creatorcontrib><creatorcontrib>Zhou, Si</creatorcontrib><creatorcontrib>Han, Mengshu</creatorcontrib><creatorcontrib>Brancelj, Anton</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Water (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Yinjiu</au><au>Li, Qiuhua</au><au>Jiao, Shulin</au><au>Liu, Chen</au><au>Yang, Liuying</au><au>Huang, Guojia</au><au>Zhou, Si</au><au>Han, Mengshu</au><au>Brancelj, Anton</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Water Quality Characteristics and Source Analysis of Pollutants in the Maotiao River Basin (SW China)</atitle><jtitle>Water (Basel)</jtitle><date>2022-02-01</date><risdate>2022</risdate><volume>14</volume><issue>3</issue><spage>301</spage><pages>301-</pages><issn>2073-4441</issn><eissn>2073-4441</eissn><abstract>Rivers are an important mediator between human activities and the natural environment. They provide multiple functions, including irrigation, transportation, food supply, recreation, and water supply. Therefore, evaluations of water quality and pollution sources are of great significance for ecological restoration and management of rivers. In this study, the improved “vušekriterijumska optimizacija i kompromisno rješenje” (VIKOR in Serbian; in English: Multicriteria Optimization and Compromise Solution), and a geodetector were used to analyze the water quality characteristics and pollution sources of the Maotiao River Basin (Gizhou province, SW China). The results showed that the water quality of the Maotiao River Basin deteriorated significantly during the summer drought period, as was evident in the reservoirs and lakes. It improved in the wet season (i.e., during the summer period) due to runoff dilution. Water quality decreased along the river’s course, from upstream to downstream sections. The results of the geographic detector analysis showed that agricultural areas were the primary factor affecting the spatial distribution of water quality in the river basin. In July, August, and November 2020, the influence of agricultural land was 0.72, 0.60, or 0.80, respectively, and the interactions among urban, industrial, agricultural, and forested areas explained 99.2%, 83.2%, or 99.9% of the spatial differentiation of water quality, respectively. Due to the influence of spatial scale, settlements have a small influence on the spatial distribution of water quality. Their impact factors were 0.38, −0.24, and −0.05, respectively. Notably, the negative relationship of water quality and forested areas reflects that topography, types of landscapes, and soil thickness have considerable influences on the Maotiao River Basin’s water quality. Based on the findings, we infer that good farmland water conservancy projects and comprehensive management of different types of landscapes, such as forests, agriculture, and urban area and water bodies, are of great significance for improving water quality.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/w14030301</doi><orcidid>https://orcid.org/0000-0002-8767-3894</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Agricultural land Agricultural production Agricultural resources Analysis Chemical oxygen demand China Chlorophyll Detectors Dilution Downstream effects Drought Droughts Ecological restoration Environmental restoration Food Food supply Human beings Human influences Influence on nature Lakes Landscape Management Multiple criterion Nitrates Optimization Pollutants Pollution sources Precipitation Project management Quality standards Rainy season River basins Rivers Spatial distribution Standard deviation Summer Urban agriculture Urban areas Water Water conservation Water pollution Water quality Water shortages Water supply |
title | Water Quality Characteristics and Source Analysis of Pollutants in the Maotiao River Basin (SW China) |
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