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                  Third party data

                  We are not alone – other groups are producing great data on form and function of cities, which may suit your needs. Here is a selection.

                  Under construction.

                  Urban mask layers

                  DatasetDescription/PropertiesReferenceData Access
                  Global Human Settlement Layer (GHSL)Global multitemporal built-up layer from Landsat image collections (GLS1975, GLS1990, GLS2000, and ad-hoc Landsat 8 collection 2013/2014), spatial resolution of 30 m Pesaresi, M., Ehrlich, D., Ferri, S., Florczyk, A., Freire, S., Halkia, M., Julea, A., Kemper, T., Soille, P., Syrris, V. (2016). Operating procedure for the production of the Global Human Settlement Layer from Landsat data of the epochs 1975, 1990, 2000, and 2014. JRC Technical ReportsGHSL Download
                  Global Urban Footprint (GUF)Global buildup layer from 180 000 TerraSAR-X and TanDEM-X scenes, spatial resolution of 0.4 arcsec (~12 m).Esch, T., Heldens, W., Hirner, A., Keil, M., Marconcini, M., Roth, A., et al. (2017). Breaking new ground in mapping human settlements from space–The Global Urban Footprint. ISPRS Journal of Photogrammetry and Remote Sensing, 134, 30–42.GUF Download
                  World Settlement footprintGlobal map of human settlement, derived from 700,000 Copernicus Sentinel-1 radar and Landsat-8 multispectral satellite images, spatial resolution of 10 m ESA (2019). Applications - Mapping our global human footprint. https://bit.ly/35pqWzD
                  ESA CCI Land CoverGlobal land cover map, derived from the full Envisat MERIS archives (2003-2012) and SPOT Vegetation time series (1998-2012), spatial resolution 300 mBontemps, S., Boettcher, M., Brockmann, C., Kirches, G., Lamarche, D., et al. (2015). Multi-year Gloabl Land Cover mapping at 300 m and characterization for climate modelling: achievements of the land cover component of the ESA Climate Change Initiative. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XL-7/W3, 323-328.CCI Land Cover Download
                  Global artificial impervious area (GAIA)Annual global artificial impervious area maps derived from the full archive of Landsat images (1985-2018) at 30 m resolutionGong P., et al., (2020). Annual maps of global artificial impervious area (GAIA) between 1985 and 2018, Remote Sensing of Environment. https://doi.org/10.1016/j.rse.2019.111510GAIA Download
                  Imperviousness Density (IMD) EuropeHigh resolution layer of imperviousness Density for Europe, derived automatically from calibrated NDVI (Sentinel-1 and 2 data) at 20 m and 100 m resolution for the years 2006, 2009, 2012 and 2015European Environment Agency (EEA) (2018). Imperviousness Density (IMD) 2015.
                  Imperviousness Density Europe Download
                  Urban imperviousness product U.S.Urban percentage imperviousness product for the years 2001, 2006, 2011 and 2016 from the National Land Cover Database 2016, 30 m resolution, based on nighttime lights products, Landsat imagery and regression tree modelsYang, L. et al. (2018). A new generation of the United States National Land Cover Database: Requirements, research priorities,
                  design, and implementation strategies. ISPRS J. Photogramm. Remote. Sens. 146, 108–123, 10.1016/j.isprsjprs.2018.09.006
                  Urban imperviousness U.S. Download
                  Tree dataset OpenTreesDataset of municipal street and park trees derived from city's open tree databasesBennett, S. (2020): OpenTrees.org OpenTrees Access
                  Global Urban Change DatasetHigh spatiotemporal resolution mapping of global urban change for the years 1985 to 2015 at 30 m resolution, derived from surface reflectance data from Landsat SatellitesLiu, X., Huang, Y., Xu, X. et al. (2020): High-spatiotemporal-resolution mapping of global urban change from 1985 to 2015. Nat Sustain. https://doi.org/10.1038/s41893-020-0521-xGlobal Urban Change Download
                  Street Tree Layer (STL) EuropeRows of trees or patches of trees covering 500 m2 over artifical surfaces. It is included in the Urban Atlas for Functional Urban Areas (FUA)European Environmental Agency (EEA) (2020): Urban Atlas: Street Tree Layer (STL) 2018Street Tree Layer Download
                  Facebook High Resolution Settlement Layer (HRSL)Human population distribution estimates for 2015 derived from census data and high-resolution (0.5m) satellite imagery from DigitalGlobe, computer vision techniques were used to classify blocks of optical satellite data as settled (containing buildings) or not, resolution 30 m Facebook Connectivity Lab and Center for International Earth Science Information Network - CIESIN - Columbia University (2016). High Resolution Settlement Layer (HRSL).Facebook HRSL Download

                  Building data

                  DatasetDescription/PropertiesReferenceData Access
                  Building Heigth 2012 Europe10 m high resolution layer with height information for 2012 based on IRS-P5 stereo images and derived datasets like the digital surface model, the digital terrain model and the normalized DSMEuropean Environment Agency (EEA) (2018). Urban Atlas—Building Height 2012. Building Height Europe Download
                  Rasterized building footprints for the U.S.National dataset of building footprints for 2018 based on vector building dataset by Bing Maps Team, transformed to raster dataset with a High Perfomance Computing developed algorithm, 30 m resolutionHeris, M.P., Foks, N., Bagstad, K., and Troy, A., (2020). A national dataset of rasterized building footprints for the U.S.: U.S. Geological Survey data releaseBuilding Footprints U.S. Download
                  U.S. national categorical mapping of building heightsCategorical mapping of building heights in block groups derived from the NASA Shuttle Radar Topography Mission in 2000, 30 m resolution, shapefile formatFalcone, J.A., (2016). U.S. national categorical mapping of building heights by block group from Shuttle Radar Topography Mission data: U.S. Geological Survey data releaseBuilding Height U.S. Download
                  Austin Building Footprints 2013Building footprints shapefile for the city of Austin, Texas derived from 2012/2013 Orthoimagery and 212 Lidar, Public Domain LicenseCommunication and Technology Management Department (2013). Building Footprints Year 2013 [Dataset]. City of Austin, Texas Open Data PortalBuilding Footprints Austin Download
                  Des Moines Building FootprintsDataset provided by the city of Des Moines, Iowa
                  Data are in Iowa State Plane South, NAD83
                  City of Des Moines (2019). City of Des Moines GIS Data.Building Footprints Des Moines Download
                  L.A. County Building OutlinesBuilding outline dataset for the L.A. county including information on building height, building area and building footprint, generated from sterei imageryCounty of Los Angeles (2016). Countywide Building Outlines - 2014 Update - Public Domain Release.Building Outlines L.A. Download
                  NYC Building FootprintsBuilding footprint dataset for New York City including information on roof height above ground, derived from annually captured aerial imagery, data published in 2016, Public LicenseDepartment of Information Technology & Telecommunication (2016). Building Footprints. NYC OpenDataBuilding Footprints NYC Download
                  Historic settlement data HISDAC-USHistoric settlement data for the continental U.S. covering the time period 1810-2015, derived from Zillow’s ZTRAX database, temporal resolution of 5 years and spatial resolution of 250 m, Public Domain Dedication License Leyk, S., Uhl, J. (2018). HISDAC-US, historical settlement data compilation for the conterminous United States over 200 years. Sci Data 5, 180175. https://doi.org/10.1038/sdata.2018.175Historical Built-up Intensity Download
                  First Built-up Year Download
                  SEMCOG Building FootprintsSoutheast Michigan Building footprint layer as of April 2015 with detailed information on buildings including building height, derived from 2010 and 2015 aerial images, download for each county available from ArcGIS HubSEMCOG (2016): SEMCOG Building Footprints. https://maps.semcog.org/BuildingFootprints/BuildingsDocumentation071916.pdfSEMCOG Building Footprints Access
                  Chicago Building FootprintsBuilding Footprint dataset of Chicago as of August 2015, including detailed information about the buildings, ie. number of storiesCity of Chicago (2015): Building Footprints (current)Building Footprints Chicago Download
                  Boulder Building FootprintsBuilding footprint dataset of the city of Boulder with information on building height and ground elevation, creative commons licenseCity of Boulder Open Data (2020): Buildings in the City of BoulderBuilding Footprints Boulder Download
                  Fort Collins Building FootprintsBuilding footprints dataset of the City of Fort Collins including information on building height, last updated 2017CFC Open Data (2017): Building Footprints for the City of Fort CollinsBuilding Footprints Fort Collins Download
                  Norman Building FootprintsBuilding Footprints dataset of the city of Norman including information on building heightCity of Norman Open Data (2019): Building Footprints.Building Footprints Norman
                  Abuquerque Building FootprintsDataset with 3D Building structure outline in Bernalillo County and the City of Albuquerque, dataset derived from 2010 MRCOG LiDAR point cloud data and 2012 MRCOG Stereo Image Auto-Correlation data.City of Albuquerque Open Data (2016): Building FootprintsBuilding Footprints Albuquerque Download
                  San Francisco Building FootprintsBuilding Footprints dataset for the city of San Francisco with detailed information on the buildings including building heights, derived from a 3D building model and building masses datasetCity and County of San Francisco, Department of Technology (2020): Building FootprintsBuilding Footprints San Francisco Download
                  Miami 3D Building Models3D Buildings models dataset for the Miami-Dade County, available as a FilegeodatabaseMiami-Dade County, Florida (2018): Miami-Dade County 3D buildings models dataBuilding Footprints Miami Download
                  Sarasota Building Footprints Building footprint dataset for Sarasota County including information on base elevation and roof elevationSarasota County GIS Cadastral Layers Group (2020): The Building Footprint layer for Sarasota County.Building Footprints Sarasota Download
                  Boston Building FootprintsBuilding footprints dataset for the city of Boston, derived from 2011 planimetric buildings, SAM (Street and Address Management) buildings, and BRA buildings datasetsCity of Boston (2014): City of Boston building footprintsBuilding Footprints Boston Download
                  Roanoke Building FootprintsBuilding footprints dataset for Roanoke county including building height information, derived from aerial digital imagesCounty of Roanoke (2020): Building FootprintsBuilding Footprints Roanoke Download
                  Santa Clara Building StructureDataset on building structure for the city of Santa Clara including building height, derived from 2015 Aerial ImageryCity of Santa Clara Open Data 2.0 Group (2015): City of Santa Clara Building Structure - 2015Building Structure Santa Clara Download
                  Sauk County Building FootprintsDataset of building footprints for Sauk County including building heightSauk County Open Data (2019): BuildingFootprints Building Footprints Sauk Download
                  Henderson Building FootprintsBuilding footprints dataset for the city of Henderson, including information on building heightCity of Henderson, Nevada GIS Data Portal (2020): Building FootprintsBuilding Footprints Henderson Download
                  Lincoln Building FootprintsBuilding footprint dataset for the city of Lincoln from 2016 with detailed information on the buildings including building heightLincoln Open Data (2018): Building FootprintsBuilding Footprints Lincoln Download
                  Sioux Falls Building FootprintsBuilding footprints dataset for the city of Sioux Falls including ground elevation and building top elevation informationCity of Sioux Falls Open Data - Property (2020): Building FootprintsBuilding Footprints Sioux Falls Download
                  Arlington Building StructureBuiling Structure Dataset for the city of Arlington inluding information on building height and building areaArlington Open Data (2018): ArlingtonMA StructureBuilding Structure Arlington Download
                  Washington DC 3D Buildings3D Buildings dataset fot the city of Washington, DC, updated 2005 3D dataset with 2010 aerial imagesDCGISopendata (2010): Buildings in 3D3D Buildings Washington DC Download
                  Cambridge Building FootprintsDataset of building footprints for the city of Cambridge, including information on elevation of roof and base, map developed using digital photogrammetric techniquesCity of Cambridge GIS (2018): BuildingsBuilding Footprints Cambridge Download
                  European Settlement Map 2015spatial raster dataset of human settlements in Europe based on Copernicus Very High Resolution optical coverage for reference year 2015, available at 2.5 m and 10 m resolutionSabo, F., Corbane, C., Politis, P., Kemper, T. (2019): The European Settlement Map 2019 release, EUR 29886 EN, Publications Office of the European Union, Luxembourg, doi:10.2760/25824European Settlement Map Download
                  Microsoft Building FootprintsHigh-quality building footprint data derived from Bing imagery through Deep Neural Networks, ResNet34 with RefineNet and a polygonization algorithm, resolution for Canada and US is 1ft/pixel at a 256x256 pixel size, resolution for Tanzania and Uganda is 30cm/pixel, Open Data Commons Open Database License (ODbL) Microsoft Bing Maps (2019): Microsoft Building Footprints. https://www.microsoft.com/en-us/maps/building-footprintsMS US Building Footprints Download
                  MS Canada Building Footprints Download
                  MS Uganda Tanzania Building Footprints Download
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