Long-term water quality assessments under changing land use in a large semi-arid catchment in South Africa

Increasing nutrient loads from land use and land cover (LULC) change degrade water quality through eutrophication of aquatic ecosystems globally. The Vaal River Catchment in South Africa is an agriculturally and economically important area where eutrophication has been a problem for decades. Effecti...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:The Science of the total environment 2022-04, Vol.818, p.151670-151670, Article 151670
Hauptverfasser: Mararakanye, N., Le Roux, J.J., Franke, A.C.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 151670
container_issue
container_start_page 151670
container_title The Science of the total environment
container_volume 818
creator Mararakanye, N.
Le Roux, J.J.
Franke, A.C.
description Increasing nutrient loads from land use and land cover (LULC) change degrade water quality through eutrophication of aquatic ecosystems globally. The Vaal River Catchment in South Africa is an agriculturally and economically important area where eutrophication has been a problem for decades. Effective mitigation strategies of eutrophication in this region require an understanding of the relationship between LULC change and water quality. This study assessed the long-term impacts of LULC changes on nitrate (NO3-N) and orthophosphate (PO4-P) pollution in the lower Vaal River Catchment between 1980 and 2018. Multi-year LULC was mapped from Landsat imagery and changes were determined. Long-term trends in NO3-N and PO4-P loads and concentrations in river water samples were analysed, while multi-year LULC data were ingested into the Soil and Water Assessment Tool (SWAT) to simulate the impacts of LULC changes in NO3-N and PO4-P loads. Main LULC changes included an increase in the irrigated area by 262% and in built-up area by 33%. This occurred at the expense of cultivated dryland fields and rangelands. In situ data analysis showed that at the catchment inlet, PO4-P concentration and loads significantly increased, while NO3-N concentration and loads decreased between 1980 and 2018. At the catchment outlet, only PO4-P loads increased, while NO3-N loads and concentrations remained the same. SWAT simulations at the Hydrologic Response Unit scale showed that irrigated land was the largest contributor to NO3-N leaching per ha. Aggregation of nutrient loads by LULC type showed increased nutrient loads from irrigated and built-up areas over time, while loads from dryland areas decreased. At catchment scale, dryland remained an important contributor of the annual nutrient loads total because of its large area. In future, research efforts should focus on crop management practices to reduce nutrient loads. [Display omitted] •Multi-year LULC data were integrated in SWAT to study the impact on water quality.•The main changes on LULC were the expansion of irrigated and built-up areas.•SWAT simulated irrigated fields as the largest contributor of NO3-N leaching.•Expansion of the irrigated areas resulted in increased NO3-N and PO4-P loads.•Dryland was an important source of nutrient loads because of its large size.
doi_str_mv 10.1016/j.scitotenv.2021.151670
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2604833236</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0048969721067462</els_id><sourcerecordid>2604833236</sourcerecordid><originalsourceid>FETCH-LOGICAL-c420t-4b8f6c1987172a9928423feec0355a4a5d4815633fa1c5fbb8319e1dd981cfea3</originalsourceid><addsrcrecordid>eNqFkE1PGzEQhi1UBOHjL4CPvWzqsffDPkYIKFKkHlrOlmPPJo6yXrC9IP59vQrl2rmMRvO-8_EQcgtsCQzaH_tlsj6PGcPbkjMOS2ig7dgJWYDsVAWMt9_IgrFaVqpV3Tm5SGnPSnQSzsi5qGUtOiUWZL8ew7bKGAf6bkqir5M5-PxBTUqY0oAhJzoFVzp2Z8LWhy09mODolJD6QE2p4hZpwsFXJnpHrcl2N_vm9u9xyju66qO35oqc9uaQ8PozX5Lnh_s_dz-r9a_Hp7vVurI1Z7mqN7JvLSjZQceNUlzWXPSIlommMbVpXC2haYXoDdim32ykAIXgnJJgezTiknw_zn2J4-uEKevBJ4uHcjaOU9K8LViE4KIt0u4otXFMKWKvX6IfTPzQwPQMWu_1F2g9g9ZH0MV587lk2gzovnz_yBbB6ijA8uqbxzgPwmDR-Yg2azf6_y75C5_WlHI</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2604833236</pqid></control><display><type>article</type><title>Long-term water quality assessments under changing land use in a large semi-arid catchment in South Africa</title><source>MEDLINE</source><source>ScienceDirect Journals (5 years ago - present)</source><creator>Mararakanye, N. ; Le Roux, J.J. ; Franke, A.C.</creator><creatorcontrib>Mararakanye, N. ; Le Roux, J.J. ; Franke, A.C.</creatorcontrib><description>Increasing nutrient loads from land use and land cover (LULC) change degrade water quality through eutrophication of aquatic ecosystems globally. The Vaal River Catchment in South Africa is an agriculturally and economically important area where eutrophication has been a problem for decades. Effective mitigation strategies of eutrophication in this region require an understanding of the relationship between LULC change and water quality. This study assessed the long-term impacts of LULC changes on nitrate (NO3-N) and orthophosphate (PO4-P) pollution in the lower Vaal River Catchment between 1980 and 2018. Multi-year LULC was mapped from Landsat imagery and changes were determined. Long-term trends in NO3-N and PO4-P loads and concentrations in river water samples were analysed, while multi-year LULC data were ingested into the Soil and Water Assessment Tool (SWAT) to simulate the impacts of LULC changes in NO3-N and PO4-P loads. Main LULC changes included an increase in the irrigated area by 262% and in built-up area by 33%. This occurred at the expense of cultivated dryland fields and rangelands. In situ data analysis showed that at the catchment inlet, PO4-P concentration and loads significantly increased, while NO3-N concentration and loads decreased between 1980 and 2018. At the catchment outlet, only PO4-P loads increased, while NO3-N loads and concentrations remained the same. SWAT simulations at the Hydrologic Response Unit scale showed that irrigated land was the largest contributor to NO3-N leaching per ha. Aggregation of nutrient loads by LULC type showed increased nutrient loads from irrigated and built-up areas over time, while loads from dryland areas decreased. At catchment scale, dryland remained an important contributor of the annual nutrient loads total because of its large area. In future, research efforts should focus on crop management practices to reduce nutrient loads. [Display omitted] •Multi-year LULC data were integrated in SWAT to study the impact on water quality.•The main changes on LULC were the expansion of irrigated and built-up areas.•SWAT simulated irrigated fields as the largest contributor of NO3-N leaching.•Expansion of the irrigated areas resulted in increased NO3-N and PO4-P loads.•Dryland was an important source of nutrient loads because of its large size.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2021.151670</identifier><identifier>PMID: 34843793</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Ecosystem ; Environmental Monitoring ; Eutrophication ; Landsat imagery ; LULC change ; Nitrate ; Orthophosphate ; Rivers ; South Africa ; SWAT ; Water Quality</subject><ispartof>The Science of the total environment, 2022-04, Vol.818, p.151670-151670, Article 151670</ispartof><rights>2021 Elsevier B.V.</rights><rights>Copyright © 2021 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c420t-4b8f6c1987172a9928423feec0355a4a5d4815633fa1c5fbb8319e1dd981cfea3</citedby><cites>FETCH-LOGICAL-c420t-4b8f6c1987172a9928423feec0355a4a5d4815633fa1c5fbb8319e1dd981cfea3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0048969721067462$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34843793$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mararakanye, N.</creatorcontrib><creatorcontrib>Le Roux, J.J.</creatorcontrib><creatorcontrib>Franke, A.C.</creatorcontrib><title>Long-term water quality assessments under changing land use in a large semi-arid catchment in South Africa</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>Increasing nutrient loads from land use and land cover (LULC) change degrade water quality through eutrophication of aquatic ecosystems globally. The Vaal River Catchment in South Africa is an agriculturally and economically important area where eutrophication has been a problem for decades. Effective mitigation strategies of eutrophication in this region require an understanding of the relationship between LULC change and water quality. This study assessed the long-term impacts of LULC changes on nitrate (NO3-N) and orthophosphate (PO4-P) pollution in the lower Vaal River Catchment between 1980 and 2018. Multi-year LULC was mapped from Landsat imagery and changes were determined. Long-term trends in NO3-N and PO4-P loads and concentrations in river water samples were analysed, while multi-year LULC data were ingested into the Soil and Water Assessment Tool (SWAT) to simulate the impacts of LULC changes in NO3-N and PO4-P loads. Main LULC changes included an increase in the irrigated area by 262% and in built-up area by 33%. This occurred at the expense of cultivated dryland fields and rangelands. In situ data analysis showed that at the catchment inlet, PO4-P concentration and loads significantly increased, while NO3-N concentration and loads decreased between 1980 and 2018. At the catchment outlet, only PO4-P loads increased, while NO3-N loads and concentrations remained the same. SWAT simulations at the Hydrologic Response Unit scale showed that irrigated land was the largest contributor to NO3-N leaching per ha. Aggregation of nutrient loads by LULC type showed increased nutrient loads from irrigated and built-up areas over time, while loads from dryland areas decreased. At catchment scale, dryland remained an important contributor of the annual nutrient loads total because of its large area. In future, research efforts should focus on crop management practices to reduce nutrient loads. [Display omitted] •Multi-year LULC data were integrated in SWAT to study the impact on water quality.•The main changes on LULC were the expansion of irrigated and built-up areas.•SWAT simulated irrigated fields as the largest contributor of NO3-N leaching.•Expansion of the irrigated areas resulted in increased NO3-N and PO4-P loads.•Dryland was an important source of nutrient loads because of its large size.</description><subject>Ecosystem</subject><subject>Environmental Monitoring</subject><subject>Eutrophication</subject><subject>Landsat imagery</subject><subject>LULC change</subject><subject>Nitrate</subject><subject>Orthophosphate</subject><subject>Rivers</subject><subject>South Africa</subject><subject>SWAT</subject><subject>Water Quality</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkE1PGzEQhi1UBOHjL4CPvWzqsffDPkYIKFKkHlrOlmPPJo6yXrC9IP59vQrl2rmMRvO-8_EQcgtsCQzaH_tlsj6PGcPbkjMOS2ig7dgJWYDsVAWMt9_IgrFaVqpV3Tm5SGnPSnQSzsi5qGUtOiUWZL8ew7bKGAf6bkqir5M5-PxBTUqY0oAhJzoFVzp2Z8LWhy09mODolJD6QE2p4hZpwsFXJnpHrcl2N_vm9u9xyju66qO35oqc9uaQ8PozX5Lnh_s_dz-r9a_Hp7vVurI1Z7mqN7JvLSjZQceNUlzWXPSIlommMbVpXC2haYXoDdim32ykAIXgnJJgezTiknw_zn2J4-uEKevBJ4uHcjaOU9K8LViE4KIt0u4otXFMKWKvX6IfTPzQwPQMWu_1F2g9g9ZH0MV587lk2gzovnz_yBbB6ijA8uqbxzgPwmDR-Yg2azf6_y75C5_WlHI</recordid><startdate>20220420</startdate><enddate>20220420</enddate><creator>Mararakanye, N.</creator><creator>Le Roux, J.J.</creator><creator>Franke, A.C.</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220420</creationdate><title>Long-term water quality assessments under changing land use in a large semi-arid catchment in South Africa</title><author>Mararakanye, N. ; Le Roux, J.J. ; Franke, A.C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c420t-4b8f6c1987172a9928423feec0355a4a5d4815633fa1c5fbb8319e1dd981cfea3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Ecosystem</topic><topic>Environmental Monitoring</topic><topic>Eutrophication</topic><topic>Landsat imagery</topic><topic>LULC change</topic><topic>Nitrate</topic><topic>Orthophosphate</topic><topic>Rivers</topic><topic>South Africa</topic><topic>SWAT</topic><topic>Water Quality</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mararakanye, N.</creatorcontrib><creatorcontrib>Le Roux, J.J.</creatorcontrib><creatorcontrib>Franke, A.C.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mararakanye, N.</au><au>Le Roux, J.J.</au><au>Franke, A.C.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Long-term water quality assessments under changing land use in a large semi-arid catchment in South Africa</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2022-04-20</date><risdate>2022</risdate><volume>818</volume><spage>151670</spage><epage>151670</epage><pages>151670-151670</pages><artnum>151670</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>Increasing nutrient loads from land use and land cover (LULC) change degrade water quality through eutrophication of aquatic ecosystems globally. The Vaal River Catchment in South Africa is an agriculturally and economically important area where eutrophication has been a problem for decades. Effective mitigation strategies of eutrophication in this region require an understanding of the relationship between LULC change and water quality. This study assessed the long-term impacts of LULC changes on nitrate (NO3-N) and orthophosphate (PO4-P) pollution in the lower Vaal River Catchment between 1980 and 2018. Multi-year LULC was mapped from Landsat imagery and changes were determined. Long-term trends in NO3-N and PO4-P loads and concentrations in river water samples were analysed, while multi-year LULC data were ingested into the Soil and Water Assessment Tool (SWAT) to simulate the impacts of LULC changes in NO3-N and PO4-P loads. Main LULC changes included an increase in the irrigated area by 262% and in built-up area by 33%. This occurred at the expense of cultivated dryland fields and rangelands. In situ data analysis showed that at the catchment inlet, PO4-P concentration and loads significantly increased, while NO3-N concentration and loads decreased between 1980 and 2018. At the catchment outlet, only PO4-P loads increased, while NO3-N loads and concentrations remained the same. SWAT simulations at the Hydrologic Response Unit scale showed that irrigated land was the largest contributor to NO3-N leaching per ha. Aggregation of nutrient loads by LULC type showed increased nutrient loads from irrigated and built-up areas over time, while loads from dryland areas decreased. At catchment scale, dryland remained an important contributor of the annual nutrient loads total because of its large area. In future, research efforts should focus on crop management practices to reduce nutrient loads. [Display omitted] •Multi-year LULC data were integrated in SWAT to study the impact on water quality.•The main changes on LULC were the expansion of irrigated and built-up areas.•SWAT simulated irrigated fields as the largest contributor of NO3-N leaching.•Expansion of the irrigated areas resulted in increased NO3-N and PO4-P loads.•Dryland was an important source of nutrient loads because of its large size.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>34843793</pmid><doi>10.1016/j.scitotenv.2021.151670</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0048-9697
ispartof The Science of the total environment, 2022-04, Vol.818, p.151670-151670, Article 151670
issn 0048-9697
1879-1026
language eng
recordid cdi_proquest_miscellaneous_2604833236
source MEDLINE; ScienceDirect Journals (5 years ago - present)
subjects Ecosystem
Environmental Monitoring
Eutrophication
Landsat imagery
LULC change
Nitrate
Orthophosphate
Rivers
South Africa
SWAT
Water Quality
title Long-term water quality assessments under changing land use in a large semi-arid catchment in South Africa
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-02T21%3A46%3A48IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Long-term%20water%20quality%20assessments%20under%20changing%20land%20use%20in%20a%20large%20semi-arid%20catchment%20in%20South%20Africa&rft.jtitle=The%20Science%20of%20the%20total%20environment&rft.au=Mararakanye,%20N.&rft.date=2022-04-20&rft.volume=818&rft.spage=151670&rft.epage=151670&rft.pages=151670-151670&rft.artnum=151670&rft.issn=0048-9697&rft.eissn=1879-1026&rft_id=info:doi/10.1016/j.scitotenv.2021.151670&rft_dat=%3Cproquest_cross%3E2604833236%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2604833236&rft_id=info:pmid/34843793&rft_els_id=S0048969721067462&rfr_iscdi=true