title: Geo-referenced modeling of zinc concentrations in the Ruhr river basin (Germany) using the model GREAT-ER.
abstract: Zinc enters surface waters from a variety of different emission sources. The geo-referenced model GREAT-ER (Geo-referenced Regional Exposure Assessment Tool for European Rivers) was applied to simulate spatially resolved zinc concentrations in the Ruhr river basin. The model links geo-referenced emissions (loads) to concentrations at local and regional scales and allows for evaluating the relative importance of emission sources. For each emission from point sources (household, industry, urban runoff) and non-point sources (agriculture, natural background), zinc loads were independently estimated using appropriate reference parameters (number of inhabitants, surface area drained, agricultural area, zinc ore regions). For point emissions from industry and mine drainage loads were taken directly from available data compilations. Simulated total zinc concentrations agree well with monitoring data. The strength of the modeling tool became evident from the unequivocal link that could be established between observed surface water concentrations and the large zinc input from geogenic sources and abandoned mines. These emission sources are regional characteristics of the Ruhr river basin and due to the fact that some regions are relatively rich in zinc ore, which was extracted over a long period of time. Although most of these emissions occur in the upper part of the catchment, they contribute to approximately one-third to the zinc load at the confluence with the Rhine River. Urban emissions from household, traffic (road) and buildings (roof) were shown to be responsible for approximately half of the concentration in the Ruhr at the confluence with the Rhine River.
authors.affiliation: Institute of Environmental Systems Research, Barbarastr. 12, 49076 Osnabrück, Germany.
authors.forename: Nina
authors.initials: N
authors.lastname: Hüffmeyer
authors.forename: Jörg
authors.initials: J
authors.lastname: Klasmeier
authors.forename: Michael
authors.initials: M
authors.lastname: Matthies
mesh_terms: D003198:Computer Simulation; D005843:Geography; D005858:Germany; D008906:Mining; D008962:Models, Theoretical; D045483:Rivers / Q000737:chemistry*; D012984:Software; D014874:Water Pollutants, Chemical / Q000032:analysis*; D015032:Zinc / Q000032:analysis*
chemical_list: D014874:Water Pollutants, Chemical; D015032:Zinc