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We apply the hedonic model to the rental markets of the Geneva and Zurich urban areas, Switzerland, in order to assess the value of natural land uses and land use diversity. In order to construct variables to quantify land uses and patterns in the neighbourhoods of the buildings, we make use of the Zurich and Geneva geographic information system (GIS). Then, by merging these GIS-calculated neighbourhood variables with data on the dwellings’ structure and noise exposure levels, we obtain a database of about 3 200 observations for each urban area. We find that proximity to various environmental amenities as well as their size in the surrounding areas has a statistically significant impact on rents. In addition, homogeneity in land use commands higher rents. The estimated impacts are relatively similar in the two regions.