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dc.contributor.authorCherif, El Khalil
dc.contributor.authorSalmoun, Farida
dc.contributor.authorMesas Carrascosa, Francisco Javier
dc.date.accessioned2019-05-24T07:51:48Z
dc.date.available2019-05-24T07:51:48Z
dc.date.issued2019
dc.identifier.urihttp://hdl.handle.net/10396/18633
dc.description.abstractBathing water quality has been monitored in the west coast of Tangier, Morocco due to increased urban and industrial discharge through the Boukhalef river, using in-situ bacteriological measurements which demand high economical and temporal costs. In this study, Landsat 8 Thermal Infrared Sensor (TIRS) images were used as an alternative to the classical method, for determining bathing water quality to help decision makers obtain up-to-date and cost-effective information for coastal environment protection. For this purpose, during spring and summer 2017, seven sampling points were examined in terms of bacteriological parameters: Total Coliforms (TC), Faecal Coliforms (FC), Intestinal Enterococci (IE) and Escherichia coli (E. coli). Also, a spatial-temporal analysis was performed in this temporal window to detect temperature anomalies and their spatial distribution along the coastal bathing area. In addition, a relationship between in-situ bacteriological parameter measurements and temperature from satellite images was analyzed. The results of the water temperature distribution showed the highest values next to the Boukhalef river mouth, as well as the poorest water quality according to in-situ measurements, while lower values and better water quality status were observed moving away from the Boukhalef river mouth. The relationship between water temperature and bacterial concentration showed a high correlation coefficient (R2 = 0.85). Consequently, the model development approaches used may be useful in estimating bacterial concentration in coastal bathing areas and can serve to create a monitoring system to support decision makers in the protection actions of the coast.es_ES
dc.format.mimetypeapplication/pdfes_ES
dc.language.isoenges_ES
dc.publisherMDPIes_ES
dc.rightshttps://creativecommons.org/licenses/by/4.0/es_ES
dc.sourceRemote Sensing 11(8), 972 (2019)es_ES
dc.subjectBathing waterses_ES
dc.subjectWater qualityes_ES
dc.subjectBacteriological contaminantses_ES
dc.subjectTemperaturees_ES
dc.titleDetermination of Bathing Water Quality Using Thermal Images Landsat 8 on theWest Coast of Tangier: Preliminary Resultses_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.relation.publisherversionhttp://dx.doi.org/10.3390/rs11080972es_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES


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