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Spatial distribution, geochemical processes of high-content fluoride and nitrate groundwater, and an associated probabilistic human health risk appraisal in the Republic of Djibouti
In the northern East African Rift System, the Republic of Djibouti relies exclusively on groundwater, with levels of fluoride (up to 14 mg/L) and nitrate (up to 256 mg/L) posing potential health risks. To address this, 362 samples were considered, including 133 shallow groundwater samples, along wit...
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Published in: | The Science of the total environment 2024-06, Vol.927, p.171968-171968, Article 171968 |
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description | In the northern East African Rift System, the Republic of Djibouti relies exclusively on groundwater, with levels of fluoride (up to 14 mg/L) and nitrate (up to 256 mg/L) posing potential health risks. To address this, 362 samples were considered, including 133 shallow groundwater samples, along with new and previously published data dating back to 2012 on deep (88) and thermal (141) groundwater samples. To understand the enrichment mechanisms, dissolved anion and cation constituents, geochemical and thermodynamic tools, and stable isotope ratios, such as δ2H(H2O), δ18O(H2O), δ15N(NO3−), and δ18O(NO3−), were used. In particular, two activity diagrams (Mg2+ vs. Ca2+ and Na+ vs. Ca2+), focused on aqueous and solid fluoride species in an updated thermodynamic dataset of 15 fluoride-bearing minerals, are shown for the first time. The dataset offers new and valuable insights into fluoride geochemistry (classic thermodynamic datasets combined with geochemical codes rely solely on fluorapatite and fluorite F-bearing minerals). Activity diagrams and geochemical modeling indicate that mineral dissolution primarily drives groundwater fluoride enrichment in all water types, whereas the elevated nitrate levels may stem from organic fertilizers like animal manure, as indicated by nitrate isotopes and NO3−/Cl− vs Cl− diagrams. Despite the arid climate and 2H18O enrichment in shallow waters, evaporation seems to play a minor role. Monte Carlo simulations and sensitivity analysis were used to assess the health risks associated with elevated F− and NO3− concentrations. Mapping-related spatial distribution analysis identified regional contamination hotspots using a global Moran's I and GIS tools. One fluoride and three nitrate contamination hotspots were identified at a p-value of 0.05. Groundwater chemistry revealed that 88 % of groundwater being consumed exceeded the permissible levels for fluoride and nitrate, posing potential health risks, particularly for teenagers and children. This study pinpoints specific areas with excessive nitrate and fluoride contamination, highlighting a high non-carcinogenic risk.
[Display omitted]
•A national-scale survey on fluorides and nitrates in Djibouti's waters is unveiled.•Fluoride from fluorite, mica, amphiboles, and condensates are the main sources.•Dissolved nitrates, primarily from manure, pose a significant issue.•88 % of groundwater exceeds limits, risking health for teenagers and children. |
doi_str_mv | 10.1016/j.scitotenv.2024.171968 |
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[Display omitted]
•A national-scale survey on fluorides and nitrates in Djibouti's waters is unveiled.•Fluoride from fluorite, mica, amphiboles, and condensates are the main sources.•Dissolved nitrates, primarily from manure, pose a significant issue.•88 % of groundwater exceeds limits, risking health for teenagers and children.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2024.171968</identifier><identifier>PMID: 38588734</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>animal manures ; apatite ; arid zones ; calcium ; cations ; data collection ; Djibouti ; environment ; evaporation ; Fluoride mineral thermodynamics ; fluorides ; geochemistry ; groundwater ; Health risk assessment ; High F− and high NO3− groundwater ; human health ; hydrochemistry ; Hydrogeochemical processes ; Monte Carlo simulation ; nitrates ; risk ; risk assessment ; species ; stable isotopes ; thermodynamics</subject><ispartof>The Science of the total environment, 2024-06, Vol.927, p.171968-171968, Article 171968</ispartof><rights>2024 Elsevier B.V.</rights><rights>Copyright © 2024. Published by Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c404t-166a20291a286b8da43869b300423bd2c70fbf2d5b4d8ae7b8b3e254012b54663</citedby><cites>FETCH-LOGICAL-c404t-166a20291a286b8da43869b300423bd2c70fbf2d5b4d8ae7b8b3e254012b54663</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38588734$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Awaleh, Mohamed Osman</creatorcontrib><creatorcontrib>Boschetti, Tiziano</creatorcontrib><creatorcontrib>Ahmed, Moussa Mahdi</creatorcontrib><creatorcontrib>Dabar, Omar Assowe</creatorcontrib><creatorcontrib>Robleh, Mohamed Abdillahi</creatorcontrib><creatorcontrib>Waberi, Moussa Mohamed</creatorcontrib><creatorcontrib>Ibrahim, Nasri Hassan</creatorcontrib><creatorcontrib>Dirieh, Elias Said</creatorcontrib><title>Spatial distribution, geochemical processes of high-content fluoride and nitrate groundwater, and an associated probabilistic human health risk appraisal in the Republic of Djibouti</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>In the northern East African Rift System, the Republic of Djibouti relies exclusively on groundwater, with levels of fluoride (up to 14 mg/L) and nitrate (up to 256 mg/L) posing potential health risks. To address this, 362 samples were considered, including 133 shallow groundwater samples, along with new and previously published data dating back to 2012 on deep (88) and thermal (141) groundwater samples. To understand the enrichment mechanisms, dissolved anion and cation constituents, geochemical and thermodynamic tools, and stable isotope ratios, such as δ2H(H2O), δ18O(H2O), δ15N(NO3−), and δ18O(NO3−), were used. In particular, two activity diagrams (Mg2+ vs. Ca2+ and Na+ vs. Ca2+), focused on aqueous and solid fluoride species in an updated thermodynamic dataset of 15 fluoride-bearing minerals, are shown for the first time. The dataset offers new and valuable insights into fluoride geochemistry (classic thermodynamic datasets combined with geochemical codes rely solely on fluorapatite and fluorite F-bearing minerals). Activity diagrams and geochemical modeling indicate that mineral dissolution primarily drives groundwater fluoride enrichment in all water types, whereas the elevated nitrate levels may stem from organic fertilizers like animal manure, as indicated by nitrate isotopes and NO3−/Cl− vs Cl− diagrams. Despite the arid climate and 2H18O enrichment in shallow waters, evaporation seems to play a minor role. Monte Carlo simulations and sensitivity analysis were used to assess the health risks associated with elevated F− and NO3− concentrations. Mapping-related spatial distribution analysis identified regional contamination hotspots using a global Moran's I and GIS tools. One fluoride and three nitrate contamination hotspots were identified at a p-value of 0.05. Groundwater chemistry revealed that 88 % of groundwater being consumed exceeded the permissible levels for fluoride and nitrate, posing potential health risks, particularly for teenagers and children. This study pinpoints specific areas with excessive nitrate and fluoride contamination, highlighting a high non-carcinogenic risk.
[Display omitted]
•A national-scale survey on fluorides and nitrates in Djibouti's waters is unveiled.•Fluoride from fluorite, mica, amphiboles, and condensates are the main sources.•Dissolved nitrates, primarily from manure, pose a significant issue.•88 % of groundwater exceeds limits, risking health for teenagers and children.</description><subject>animal manures</subject><subject>apatite</subject><subject>arid zones</subject><subject>calcium</subject><subject>cations</subject><subject>data collection</subject><subject>Djibouti</subject><subject>environment</subject><subject>evaporation</subject><subject>Fluoride mineral thermodynamics</subject><subject>fluorides</subject><subject>geochemistry</subject><subject>groundwater</subject><subject>Health risk assessment</subject><subject>High F− and high NO3− groundwater</subject><subject>human health</subject><subject>hydrochemistry</subject><subject>Hydrogeochemical processes</subject><subject>Monte Carlo simulation</subject><subject>nitrates</subject><subject>risk</subject><subject>risk assessment</subject><subject>species</subject><subject>stable isotopes</subject><subject>thermodynamics</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFUctu1DAUjRCITgu_AF6yaAbbSWxnWZVHkSoh8VhbftxM7pCJg-0U8WH8Hx6mdFtvbPmce87VOVX1mtEto0y83W-TwxwyzHdbTnm7ZZL1Qj2pNkzJvmaUi6fVhtJW1b3o5Vl1ntKeliMVe16dNapTSjbtpvrzdTEZzUQ8phzRrhnDfEl2ENwIB3QFWWJwkBIkEgYy4m6sXZiLcybDtIaIHoiZPZkxR5OB7GJYZ_-rPOPlP8DMxKQUHJYvf1SzxuJU7NCRcT0UeAQz5ZFETD-IWZZoMBVfnEkegXyBZbVT4Rb3d3u0oaz4ono2mCnBy_v7ovr-4f2365v69vPHT9dXt7VraZtrJoQp6fTMcCWs8qZtlOhtU3LhjfXcSTrYgfvOtl4ZkFbZBnjXUsZt1wrRXFRvTrpl658rpKwPmBxMk5khrEk3rGsk4yXMx6m06ajseskLVZ6oLoaUIgx6iXgw8bdmVB_r1Xv9UK8-1qtP9ZbJV_cmqz2Af5j732chXJ0IUFK5Q4hHIZgdeIzgsvYBHzX5C181vuU</recordid><startdate>20240601</startdate><enddate>20240601</enddate><creator>Awaleh, Mohamed Osman</creator><creator>Boschetti, Tiziano</creator><creator>Ahmed, Moussa Mahdi</creator><creator>Dabar, Omar Assowe</creator><creator>Robleh, Mohamed Abdillahi</creator><creator>Waberi, Moussa Mohamed</creator><creator>Ibrahim, Nasri Hassan</creator><creator>Dirieh, Elias Said</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20240601</creationdate><title>Spatial distribution, geochemical processes of high-content fluoride and nitrate groundwater, and an associated probabilistic human health risk appraisal in the Republic of Djibouti</title><author>Awaleh, Mohamed Osman ; Boschetti, Tiziano ; Ahmed, Moussa Mahdi ; Dabar, Omar Assowe ; Robleh, Mohamed Abdillahi ; Waberi, Moussa Mohamed ; Ibrahim, Nasri Hassan ; Dirieh, Elias Said</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c404t-166a20291a286b8da43869b300423bd2c70fbf2d5b4d8ae7b8b3e254012b54663</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>animal manures</topic><topic>apatite</topic><topic>arid zones</topic><topic>calcium</topic><topic>cations</topic><topic>data collection</topic><topic>Djibouti</topic><topic>environment</topic><topic>evaporation</topic><topic>Fluoride mineral thermodynamics</topic><topic>fluorides</topic><topic>geochemistry</topic><topic>groundwater</topic><topic>Health risk assessment</topic><topic>High F− and high NO3− groundwater</topic><topic>human health</topic><topic>hydrochemistry</topic><topic>Hydrogeochemical processes</topic><topic>Monte Carlo simulation</topic><topic>nitrates</topic><topic>risk</topic><topic>risk assessment</topic><topic>species</topic><topic>stable isotopes</topic><topic>thermodynamics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Awaleh, Mohamed Osman</creatorcontrib><creatorcontrib>Boschetti, Tiziano</creatorcontrib><creatorcontrib>Ahmed, Moussa Mahdi</creatorcontrib><creatorcontrib>Dabar, Omar Assowe</creatorcontrib><creatorcontrib>Robleh, Mohamed Abdillahi</creatorcontrib><creatorcontrib>Waberi, Moussa Mohamed</creatorcontrib><creatorcontrib>Ibrahim, Nasri Hassan</creatorcontrib><creatorcontrib>Dirieh, Elias Said</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Awaleh, Mohamed Osman</au><au>Boschetti, Tiziano</au><au>Ahmed, Moussa Mahdi</au><au>Dabar, Omar Assowe</au><au>Robleh, Mohamed Abdillahi</au><au>Waberi, Moussa Mohamed</au><au>Ibrahim, Nasri Hassan</au><au>Dirieh, Elias Said</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatial distribution, geochemical processes of high-content fluoride and nitrate groundwater, and an associated probabilistic human health risk appraisal in the Republic of Djibouti</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2024-06-01</date><risdate>2024</risdate><volume>927</volume><spage>171968</spage><epage>171968</epage><pages>171968-171968</pages><artnum>171968</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>In the northern East African Rift System, the Republic of Djibouti relies exclusively on groundwater, with levels of fluoride (up to 14 mg/L) and nitrate (up to 256 mg/L) posing potential health risks. To address this, 362 samples were considered, including 133 shallow groundwater samples, along with new and previously published data dating back to 2012 on deep (88) and thermal (141) groundwater samples. To understand the enrichment mechanisms, dissolved anion and cation constituents, geochemical and thermodynamic tools, and stable isotope ratios, such as δ2H(H2O), δ18O(H2O), δ15N(NO3−), and δ18O(NO3−), were used. In particular, two activity diagrams (Mg2+ vs. Ca2+ and Na+ vs. Ca2+), focused on aqueous and solid fluoride species in an updated thermodynamic dataset of 15 fluoride-bearing minerals, are shown for the first time. The dataset offers new and valuable insights into fluoride geochemistry (classic thermodynamic datasets combined with geochemical codes rely solely on fluorapatite and fluorite F-bearing minerals). Activity diagrams and geochemical modeling indicate that mineral dissolution primarily drives groundwater fluoride enrichment in all water types, whereas the elevated nitrate levels may stem from organic fertilizers like animal manure, as indicated by nitrate isotopes and NO3−/Cl− vs Cl− diagrams. Despite the arid climate and 2H18O enrichment in shallow waters, evaporation seems to play a minor role. Monte Carlo simulations and sensitivity analysis were used to assess the health risks associated with elevated F− and NO3− concentrations. Mapping-related spatial distribution analysis identified regional contamination hotspots using a global Moran's I and GIS tools. One fluoride and three nitrate contamination hotspots were identified at a p-value of 0.05. Groundwater chemistry revealed that 88 % of groundwater being consumed exceeded the permissible levels for fluoride and nitrate, posing potential health risks, particularly for teenagers and children. This study pinpoints specific areas with excessive nitrate and fluoride contamination, highlighting a high non-carcinogenic risk.
[Display omitted]
•A national-scale survey on fluorides and nitrates in Djibouti's waters is unveiled.•Fluoride from fluorite, mica, amphiboles, and condensates are the main sources.•Dissolved nitrates, primarily from manure, pose a significant issue.•88 % of groundwater exceeds limits, risking health for teenagers and children.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38588734</pmid><doi>10.1016/j.scitotenv.2024.171968</doi><tpages>1</tpages></addata></record> |
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subjects | animal manures apatite arid zones calcium cations data collection Djibouti environment evaporation Fluoride mineral thermodynamics fluorides geochemistry groundwater Health risk assessment High F− and high NO3− groundwater human health hydrochemistry Hydrogeochemical processes Monte Carlo simulation nitrates risk risk assessment species stable isotopes thermodynamics |
title | Spatial distribution, geochemical processes of high-content fluoride and nitrate groundwater, and an associated probabilistic human health risk appraisal in the Republic of Djibouti |
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