Data Credits

NATURALEARTH

Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com.

NCEI

National Centers for Environmental Information / World Data Service (NGDC/WDS): The significant Earthquake Database. National Centers for Environmental Information, NOAA. doi:10.7289/V5TD9V7K

WRI

Global Energy Observatory, Google, KTH Royal Institute of Technology in Stockholm, Enipedia, World Resources Institute. 2018. Global Power Plant Database. Published on Resource Watch and Google Earth Engine; http://resourcewatch.org/ https://earthengine.google.com/

SAGE

Used by permission of The Center for Sustainability and the Global Environment, Nelson Institute for Environmental Studies, University of Wisconsin-Madison

GPW3

Center for International Earth Science Information Network - CIESIN - Columbia University, and Centro Internacional de Agricultura Tropical - CIAT. 2005. Gridded Population of the World, Version 3 (GPWv3): Population Density Grid. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). http://sedac.ciesin.columbia.edu/data/set/gpw-v3-population-density. Accessed 30 Jan 2014

GPW4

Center for International Earth Science Information Network - CIESIN - Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Count, Revision 11. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). https://doi.org/10.7927/H4JW8BX5. Accessed 27 JUNE 2019

LANCE

We acknowledge the use of data products or imagery from the Land Atmosphere Near-real time Capability for EOS (LANCE) system operated by the NASA/GSFC/Earth Science Data and Information System (ESDIS) with funding provided by NASA/HQ.

SRTM

NASA Shuttle Radar Topography Mission Global 1 arc second provided by The Land Processes Distributed Active Archive Center (LP DAAC). Downloaded using 30-Meter SRTM Tile Downloader

GMTED2010

Danielson, J.J., and Gesch, D.B., 2011, Global multi-resolution terrain elevation data 2010 (GMTED2010): U.S. Geological Survey Open-File Report 2011–1073, 26 p.

MRDATA

Jennings, C.W., Strand, R.G., and Rogers, T.H., 1977, Geologic map of California: California Division of Mines and Geology, scale 1:750,000.

OSOPENDATA

Contains OS data © Crown copyright [and database right] (2015)

LINZ

Land Information New Zealand (LINZ) and licensed by LINZ for re-use under the Creative Commons Attribution 3.0 New Zealand licence.

TIGER

2018 TIGER/Line Shapefiles [machine-readable data files] prepared by the U.S. Census Bureau, 2018

USCENSUS

U.S. Census Bureau, 2013-2017 American Community Survey 5-Year Estimates and Cartographic Boundary Files - Shapefile: 2018

CITYOFNY

© 2019 The City of New York. All Right Reserve. NYC is a trademark and service mark of the City of New York.

CITYOFMELBOURNE

© 2019 The City of Melbourne Open Data Portal. Data provided by Metro Trains Melbourne and Census of Land Use and Employment (CLUE)

POLICEUK

ASB Incidents, Crime and Outcome - UK Home Office. Retrieved 2015-10-10.

DATAMEET

India State boundary: Downloaded from Datameet Spatial Data repository.

NOAACPC

US Daily Maximum Temperature Analysis (C). Viviane Silva - NOAA Climate Prediction Center. Retrieved 2014-05-27

USGAZETTEER

US Gazetteer files: 2013. United States Census Bureau. Retrieved 2014-05-27.

TWDB

Texas Water Development Board . Completed Surveys and Data for Lake Arlington. 2007-12 Shapefiles. Retrieved 2014-11-26.

GLCF_MODIS

Channan, S., K. Collins, and W. R. Emanuel. 2014. Global mosaics of the standard MODIS land cover type data. University of Maryland and the Pacific Northwest National Laboratory, College Park, Maryland, USA.

NGA_MSI

Maritime Safety Information portal , National Geospatial-Intelligence Agency

HAWAII

State of Hawaii - Office of Planning

DCOPENDATA

District of Columbia Open Data Catalog. Accessed: August 2019

KMRL

Contains data provided by Kochi Metro Rail Limited. Downloaded: August 2019

HYDROSHEDS

This product HydroBASINS incorporates data from the HydroSHEDS database which is © World Wildlife Fund, Inc. (2006-2013) and has been used herein under license. WWF has not evaluated the data as altered and incorporated within [insert Licensee Derivative Product name], and therefore gives no warranty regarding its accuracy, completeness, currency or suitability for any particular purpose. Portions of the HydroSHEDS database incorporate data which are the intellectual property rights of © USGS (2006-2008), NASA (2000-2005), ESRI (1992-1998), CIAT (2004-2006), UNEP-WCMC (1993), WWF (2004), Commonwealth of Australia (2007), and Her Royal Majesty and the British Crown and are used under license. The HydroSHEDS database and more information are available at http://www.hydrosheds.org.

GHCN

Monthly Summaries of the Global Historical Climatology Network - Daily (GHCN-D) Precipitation. NOAA National Climatic Data Center. Accessed on 2021-05-01.

PRISM

PRISM Climate Group , Oregon State University, , published on 2 May 2019.

CITYOFSEATTLE

City of Seattle Open Data portal, Zip code data supplied by King County.

GEOFABRIK

Data/Maps Copyright 2021 Geofabrik GmbH and OpenStreetMap Contributors

GLCF

DeFries, R., Hansen, M., Townshend, J. R. G. and Sohlberg, R., 1998, Global land cover classifications at 8 km spatial resolution: The use of training data derived from Landsat imagery in decision tree classifiers, International Journal of Remote Sensing; 19 (16): 3141-3168.

SFMTA

SFMTA Livable Streets. Published by: Municipal Transportation Agency

OPENCITIES

Downloaded from OpenCity Urban Data Portal by Oorvani Foundation and DataMeet.

SANLC

The land cover datasets are provided by Department of Environment, Forestry and Fisheries, South Africa. Downloaded from E-GIS website E-GIS website

COJ

City of Johannesburg shapefile is provided by COJ Spatial Development Framework 2040

UBER

Data retrieved from Uber Movement, (c) 2021 Uber Technologies, Inc., https://movement.uber.com. Maps Provided by Spatial Data of Municipalities (Maps) Project [http://projects.datameet.org/Municipal_Spatial_Data/] by Data{Meet}. It’s made available under the Creative Commons Attribution-ShareAlike 2.5 India.

WDPA

UNEP-WCMC and IUCN (2022), Protected Planet: The World Database on Protected Areas (WDPA) and World Database on Other Effective Area-based Conservation Measures (WD-OECM) [Online], April 2022, Cambridge, UK: UNEP-WCMC and IUCN. Available at: www.protectedplanet.net.

WorldCover

Zanaga, D., Van De Kerchove, R., De Keersmaecker, W., Souverijns, N., Brockmann, C., Quast, R., Wevers, J., Grosu, A., Paccini, A., Vergnaud, S., Cartus, O., Santoro, M., Fritz, S., Georgieva, I., Lesiv, M., Carter, S., Herold, M., Li, Linlin, Tsendbazar, N.E., Ramoino, F., Arino, O., 2021. ESA WorldCover 10 m 2020 v100. https://doi.org/10.5281/zenodo.5571936

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