Table 2 Collection of 3D building dataset for the US used for model training and validation.

From: Global 30 meters spatiotemporal 3D urban expansion dataset from 1990 to 2010

US City

Source

Southeast Michigan

https://maps.semcog.org/BuildingFootprints

Chicago

https://data.cityofchicago.org/Buildings/Building-Footprints-current-/hz9b-7nh8

LA

https://egis3.lacounty.gov/dataportal/2016/11/03/countywide-building-outlines-2014-update-public-domain-release/

Boulder

https://hub.arcgis.com/datasets/0d43652d038a4a0dbca68f0501151bb0_0

Fort Collins

http://hub.arcgis.com/datasets/7e577a14c83f4d83a6b58657c48027da_0/data?geometry=-105.502%2C40.489%2C-104.343%2C40.671

Norman

http://hub.arcgis.com/datasets/d68b0defa057465db7167d9260c90ad9_0

Austin

https://data.austintexas.gov/browse?q=footprint&sortBy=relevance

Albuquerque

http://datacabq.opendata.arcgis.com/datasets/e65e375b680345e0b21fa7585d83ce9c_0?uiTab=table

New York

https://data.cityofnewyork.us/Housing-Development/Building-Footprints/nqwf-w8eh

San Francisco

https://data.sfgov.org/Housing-and-Buildings/Building-Footprints-File-Geodatabase-Format-/asx6-3trm

Miami

https://mdc.maps.arcgis.com/home/item.html?id=ab4d3a61e60c441bbfc1098d701fc991

Sarasota

http://hub.arcgis.com/datasets/6c679d2949544274aee3bee8182c5611_0?geometry=-84.608%2C29.432%2C-78.802%2C30.265&page=9

Boston

http://boston.maps.arcgis.com/home/item.html?id=c423eda7a64b49c98a9ebdf5a6b7e135

Santa_Clara

http://hub.arcgis.com/datasets/ee83a3518a7249fda22866117463de3f_0?page=10

Reedsburg

http://hub.arcgis.com/datasets/dbe64a71897e4982934dbd7637d576d5_0?geometry=-91.204%2C43.336%2C-87.378%2C44.031

Macomb

http://hub.arcgis.com/datasets/b5bbaf4fef6e4b59b8214ccaa17b8331_0

Washtenaw

http://hub.arcgis.com/datasets/beefad4ecf334b43b883123a72bf86b7_0

Henderson

http://hub.arcgis.com/datasets/23e5f3506f034c3d99b84e54fce51584_11

Lincoln

http://hub.arcgis.com/datasets/1b6a5a2ef1b34c28950c4e720e8d7a3d_0

Monroe

http://hub.arcgis.com/datasets/61e3bf9f7da143b3b87e17dabe5b0c52_0

St._Clair

http://hub.arcgis.com/datasets/d00d7cffefd6466086dcfc7202f185f4_0/data?orderBy=MEDIAN_HGT&page=109

Sioux Falls

https://hub.arcgis.com/datasets/065e40f79b784848b403130234d95a1e_5?geometry=-97.326%2C43.445%2C-96.019%2C43.619&page=8145

Bernalillo

https://hub.arcgis.com/datasets/e65e375b680345e0b21fa7585d83ce9c_0

Arlington

https://hub.arcgis.com/datasets/bac045c94c144838a7e65fbcf7aa939c_0?page=1532

DC

http://opendata.dc.gov/datasets?q=3d&sort_by=relevance

Cambridge

https://www.cambridgema.gov/GIS/gisdatadictionary/Basemap/BASEMAP_Buildings.aspx