Oak Ridge National Laboratory (ORNL) has developed the Automatic Building Energy Modeling (AutoBEM) software suite to process multiple types of data, extract building-specific descriptors, generate building energy models, and simulate them on High Performance Computing (HPC) resources. For more information, see AutoBEM-related publications (bit.ly/AutoBEM). Two sets of data are provided for 589,586 buildings located within the boundary of Clark County (Las Vegas) in the United States: Data (185MB *.csv) - minimalist list of each building (rows) for the following fields (columns) County - county name State - state name CZ - ASHRAE Climate Zone designation Clim_Zone - text label of climate zone est_year - estimated year of construction est_commercial - estimated building type (0=residential, 1=commercial) Centroid - building center location in latitude/longitude (from Footprint2D) Footprint2D - building polygon of 2D footprint (lat1/lon1_lat2/lon2_...) Height - building height (feet) ID - unique building ID Area2D - footprint area (ft2) BuildingType - DOE prototype building designation (IECC=residential) as implemented by OpenStudio-standards WWR_surfaces - percent of each facade (pair of points from Footprint2D) covered by fenestration/windows (average 14.5% for residential, average 40% for commercial buildings varying by building type) NumFloors - number of floors (above-grade) Area - estimate of total conditioned floor area (ft2) Standard - building vintage Models (9.2GB *.tar.gz) - EnergyPlus building energy models named according to ID

Integrated Multisector Multiscale Modeling (IM3) project - https://im3.pnnl.gov/