RT Journal Article T1 Spatial variation of trace elements in the peri-urban soil of Madrid A1 Vázquez de la Cueva, Antonio A1 Marchant, Ben P. A1 Quintana Nieto, José Ramón A1 Santiago Martín, Ana De A1 López Lafuente, Antonio Leovigildo A1 Webster, Richard AB Purpose The peri-urban region to the south east of Madrid contains a mixture of housing, manufacturing industry and farming, some of which disperse metals, in particular cadmium, copper, lead, and zinc, into the soil. We have mapped the concentrations of these elements and identified the major influences on their distributions. Material and methods We sampled the topsoil at 125 sites across 1,050 km2 of peri-urban land to the south east of the city on two grids, one nested inside the other. At each site, we measured the current contents of the four trace elements in the soil. We used robust geostatistical methods to model the complex spatial distributions of the data as mixtures of fixed and random effects. The empirical best linear unbiased predictor was used to map the elements. Site descriptors (lithology, land cover, cultivation, relief, erosion, and stoniness) were then included as covariates to identify significant effects on trace element concentrations. Results and discussion The complex spatial distributions of the elements seem to arise from several sources. The concentrations generally increase from southeast to northwest, i.e., with increasing proximity to Madrid itself, the main potential source of pollution. This pattern is clear for lead and similar for copper and zinc, though with “hot spots” at or nearindustrial sites. The spatial pattern of cadmium is more complex and depends on varied lithology, industry, and land use such as irrigation and cultivation. In general, the concentrations of the four elements appear to decrease with increases in stoniness and erosion, and to be largest on the valley floors. Conclusions Robust geostatistical methods enabled us to analyze and map the complex patterns of spatial variation of trace elements in a peri-urban region of Madrid. They show that distance to the city center, lithology, manufacturing industry, and cultivation all play their parts in loading the soil with lead, copper, zinc, and cadmium. In the event, none of the metals has yet exceeded the legislative thresholds, but some concentrations are already substantially greater than would arise from natural sources, especially closest to Madrid itself. PB SpringerLink SN 1439-0108 SN 1614-7480 YR 2013 FD 2013-09-24 LK https://hdl.handle.net/20.500.14352/104496 UL https://hdl.handle.net/20.500.14352/104496 LA eng NO Comunidad Autónoma de Madrid NO Biotechnology and Biological Sciences Research Council (BBSRC) DS Docta Complutense RD 29 abr 2025