Geochemical and isotopic studies of the Douda-Damerjogue aquifer (Republic of Djibouti): Origin of high nitrate and fluoride, spatial distribution, associated health risk assessment and prediction of water quality using machine learning.

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Title: Geochemical and isotopic studies of the Douda-Damerjogue aquifer (Republic of Djibouti): Origin of high nitrate and fluoride, spatial distribution, associated health risk assessment and prediction of water quality using machine learning.
Authors: Awaleh MO; Institut des Sciences de la Terre, Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti-ville, Djibouti. Electronic address: awaleh@gmail.com., Boschetti T; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delleScienze 157/a, 43124 Parma, Italy., Marlin C; Geosciences Paris-Saclay, UMR 8148, University of Paris-Saclay, CNRS, 91405 Orsay, France., Robleh MA; Institut des Sciences de la Terre, Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti-ville, Djibouti., Ahmed MM; Observatoire Régional de la Recherche pour l'Environnement et le Climat (ORREC), Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti., Al-Aghbary M; Institut des Sciences de la Terre, Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti-ville, Djibouti; Institute of Geophysics and Geoinformatics, TU Bergakademie Freiberg, Freiberg, Germany., Vystavna Y; International Atomic Energy Agency (IAEA), Department of Nuclear Sciences and Applications, Isotope Hydrology Section, Austria., Waberi MM; Observatoire Régional de la Recherche pour l'Environnement et le Climat (ORREC), Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti., Dabar OA; Observatoire Régional de la Recherche pour l'Environnement et le Climat (ORREC), Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti., Rossi M; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delleScienze 157/a, 43124 Parma, Italy., Adaneh AE; Institute of Geophysics and Geoinformatics, TU Bergakademie Freiberg, Freiberg, Germany., Chirdon MA; Observatoire Régional de la Recherche pour l'Environnement et le Climat (ORREC), Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti., Dirieh ES; CabinetMédico-Chirurgical de Gachamaleh, Cité Gachamaleh, Lot 14, 493, Djibouti-ville, Djibouti; Data Pathology Laboratory, Cité Gachamaleh, Recette Centrale, 493, Djibouti-ville, Djibouti., Egueh NM; Institut des Sciences de la Terre, Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti-ville, Djibouti., Elmi OI; Faculté des Sciences, Université de Djibouti, Croisement RN2-RN5, Balbala B.P. 1904, Djibouti.
Source: The Science of the total environment [Sci Total Environ] 2025 Mar 01; Vol. 967, pp. 178789. Date of Electronic Publication: 2025 Feb 14.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 0330500 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-1026 (Electronic) Linking ISSN: 00489697 NLM ISO Abbreviation: Sci Total Environ Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Awaleh+MO%22">Awaleh MO</searchLink>; Institut des Sciences de la Terre, Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti-ville, Djibouti. Electronic address: awaleh@gmail.com.<br /><searchLink fieldCode="AU" term="%22Boschetti+T%22">Boschetti T</searchLink>; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delleScienze 157/a, 43124 Parma, Italy.<br /><searchLink fieldCode="AU" term="%22Marlin+C%22">Marlin C</searchLink>; Geosciences Paris-Saclay, UMR 8148, University of Paris-Saclay, CNRS, 91405 Orsay, France.<br /><searchLink fieldCode="AU" term="%22Robleh+MA%22">Robleh MA</searchLink>; Institut des Sciences de la Terre, Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti-ville, Djibouti.<br /><searchLink fieldCode="AU" term="%22Ahmed+MM%22">Ahmed MM</searchLink>; Observatoire Régional de la Recherche pour l'Environnement et le Climat (ORREC), Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti.<br /><searchLink fieldCode="AU" term="%22Al-Aghbary+M%22">Al-Aghbary M</searchLink>; Institut des Sciences de la Terre, Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti-ville, Djibouti; Institute of Geophysics and Geoinformatics, TU Bergakademie Freiberg, Freiberg, Germany.<br /><searchLink fieldCode="AU" term="%22Vystavna+Y%22">Vystavna Y</searchLink>; International Atomic Energy Agency (IAEA), Department of Nuclear Sciences and Applications, Isotope Hydrology Section, Austria.<br /><searchLink fieldCode="AU" term="%22Waberi+MM%22">Waberi MM</searchLink>; Observatoire Régional de la Recherche pour l'Environnement et le Climat (ORREC), Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti.<br /><searchLink fieldCode="AU" term="%22Dabar+OA%22">Dabar OA</searchLink>; Observatoire Régional de la Recherche pour l'Environnement et le Climat (ORREC), Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti.<br /><searchLink fieldCode="AU" term="%22Rossi+M%22">Rossi M</searchLink>; Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area delleScienze 157/a, 43124 Parma, Italy.<br /><searchLink fieldCode="AU" term="%22Adaneh+AE%22">Adaneh AE</searchLink>; Institute of Geophysics and Geoinformatics, TU Bergakademie Freiberg, Freiberg, Germany.<br /><searchLink fieldCode="AU" term="%22Chirdon+MA%22">Chirdon MA</searchLink>; Observatoire Régional de la Recherche pour l'Environnement et le Climat (ORREC), Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti.<br /><searchLink fieldCode="AU" term="%22Dirieh+ES%22">Dirieh ES</searchLink>; CabinetMédico-Chirurgical de Gachamaleh, Cité Gachamaleh, Lot 14, 493, Djibouti-ville, Djibouti; Data Pathology Laboratory, Cité Gachamaleh, Recette Centrale, 493, Djibouti-ville, Djibouti.<br /><searchLink fieldCode="AU" term="%22Egueh+NM%22">Egueh NM</searchLink>; Institut des Sciences de la Terre, Centre d'Etudes et de Recherches de Djibouti (CERD), Route de l'aéroport, B. P. 486, Djibouti-ville, Djibouti.<br /><searchLink fieldCode="AU" term="%22Elmi+OI%22">Elmi OI</searchLink>; Faculté des Sciences, Université de Djibouti, Croisement RN2-RN5, Balbala B.P. 1904, Djibouti.
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