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
- 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