{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T08:13:48Z","timestamp":1775895228237,"version":"3.50.1"},"reference-count":33,"publisher":"Ubiquity Press, Ltd.","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,9,6]]},"DOI":"10.5334\/dsj-2018-020","type":"journal-article","created":{"date-parts":[[2018,9,6]],"date-time":"2018-09-06T16:16:03Z","timestamp":1536250563000},"source":"Crossref","is-referenced-by-count":32,"title":["Using Classified and Unclassified Land Cover Data to Estimate the Footprint of Human Settlement"],"prefix":"10.5334","volume":"17","author":[{"given":"Charlie","family":"Frye","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Earl","family":"Nordstrand","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2997-7611","authenticated-orcid":false,"given":"Dawn J.","family":"Wright","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carmelle","family":"Terborgh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeanne","family":"Foust","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"3285","reference":[{"key":"key20180906121535_B1","unstructured":"Albregtsen, F. 2008. Statistical Texture Measures Computed from Gray Level Coocurrence Matrices, Unpublished. Available at: http:\/\/www.uio.no\/studier\/emner\/matnat\/ifi\/INF4300\/h08\/undervisningsmateriale\/glcm.pdf [Last accessed 8 October 2016]."},{"key":"key20180906121535_B2","volume-title":"U.S. Geological Survey Professional Paper 964, A revision of the land use classification system as presented in U.S. Geological Survey Circular 67","year":"1976"},{"key":"key20180906121535_B3","article-title":"Construction of Gridded Population and Poverty Data sets from Different Data Sources","year":"2010"},{"issue":"4","key":"key20180906121535_B4","doi-asserted-by":"crossref","first-page":"836","DOI":"10.1111\/j.1523-1739.2008.00942.x","article-title":"Forks in the Road: Choices in Procedures for Designing Wildland Linkages","volume":"22","year":"2008","journal-title":"Conservation Biology"},{"issue":"1\u20132","key":"key20180906121535_B5","first-page":"103","article-title":"LandScan USA: A High-resolution geospatial and temporal modeling approach for population distribution and dynamics","volume":"69","year":"2007","journal-title":"GeoJournal"},{"key":"key20180906121535_B6","doi-asserted-by":"crossref","first-page":"753","DOI":"10.1126\/science.aah5217","article-title":"Fighting Poverty with Data","volume":"353","year":"2016","journal-title":"Science"},{"issue":"1\u20132","key":"key20180906121535_B7","first-page":"119","article-title":"Mapping of settlements in high-resolution satellite imagery using high performance computing","volume":"69","year":"2007","journal-title":"GeoJournal"},{"key":"key20180906121535_B8","unstructured":"Cooley, S. 2016. Terrain Roughness \u2013 13 Ways. Available at: http:\/\/gis4geomorphology.com\/roughness-topographic-position\/ [Last accessed 8 October 2016]."},{"issue":"7","key":"key20180906121535_B9","article-title":"Landscan: A Global Population Database for Estimating Populations at Risk","volume":"66","year":"2000","journal-title":"Photogrammetric Engineering & Remote Sensing"},{"issue":"6","key":"key20180906121535_B10","doi-asserted-by":"crossref","first-page":"1617","DOI":"10.1109\/LGRS.2013.2272953","article-title":"Urban Footprint Processor\u2014Fully Automated Processing Chain Generating Settlement Masks from Global Data of the TanDEM-X Mission","volume":"10","year":"2013","journal-title":"IEEE Geoscience and Remote Sensing Letters"},{"key":"key20180906121535_B11","article-title":"Current Landsat8 Image Services in ArcGIS Online","author":"Esri","year":"2014","journal-title":"ArcUser"},{"key":"key20180906121535_B12","unstructured":"Esri. 2015b. Methodology Statement: 2015\/2020 Esri US Demographics Updates. An Esri White Paper, March 2015. Available at: http:\/\/downloads.esri.com\/esri_content_doc\/dbl\/us\/J10268_Methodology_Statement_2015-2020_Esri_US_Demographic_Updates.pdf [Last accessed 14 October 2016]."},{"key":"key20180906121535_B13","unstructured":"Esri. 2015c. World Imagery Map Image Layer. Available at: https:\/\/www.arcgis.com\/home\/item.html?id=10df2279f9684e4a9f6a7f08febac2a9 [Last accessed March\u2013May, 2015]."},{"key":"key20180906121535_B14","unstructured":"European Statistical System, ESSnet project GEOSTAT. 2012. GEOSTAT 1A \u2013 Representing Census Data in a European Population Grid. European Forum for Geostatistics. Available at: http:\/\/ec.europa.eu\/eurostat\/statistics-explained\/index.php\/Population_grids [Last accessed 8 October 2016]."},{"key":"key20180906121535_B15","doi-asserted-by":"crossref","first-page":"1604","DOI":"10.1111\/cobi.12332","article-title":"Mapping Change in Human Pressure Globally on Land and within Protected Areas","volume":"28","year":"2014","journal-title":"Conservation Biology"},{"key":"key20180906121535_B16","unstructured":"GeoNames.org. 2013. GeoNames. Available at: http:\/\/geonames.org\/export\/dump [Last accessed June 2013]."},{"issue":"6","key":"key20180906121535_B17","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","article-title":"Textural Features for Image Classification","volume":"SMC-3","year":"1973","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"issue":"10","key":"key20180906121535_B18","doi-asserted-by":"crossref","first-page":"1073","DOI":"10.1111\/j.1365-3156.2005.01487.x","article-title":"The Accuracy of Human Population Maps for Public Health Application","volume":"10","year":"2005","journal-title":"Trop Med Int Health"},{"key":"key20180906121535_B19","unstructured":"Here.com. 2015. HERE Map Data. Available at: https:\/\/here.com\/en\/products-services\/data\/here-map-data."},{"issue":"5","key":"key20180906121535_B20","article-title":"Completion of the 2011 National Land Cover Database for the Conterminous United States \u2013 Representing a Decade of Land Cover Change Information","volume":"81","year":"2015","journal-title":"Photogrammetric Engineering & Remote Sensing"},{"key":"key20180906121535_B21","doi-asserted-by":"crossref","first-page":"829","DOI":"10.2193\/0091-7648(2004)032[0829:CLSAFD]2.0.CO;2","article-title":"Calculating landscape surface area from digital elevation models","volume":"32","year":"2004","journal-title":"Wildlife Society Bulletin"},{"key":"key20180906121535_B22","article-title":"Historically Grounded Spatial Population Projections for the Continental United States","volume":"8","year":"2013","journal-title":"Environmental Research Letters"},{"issue":"2","key":"key20180906121535_B23","article-title":"Population Distribution, Settlement Patterns and Accessibility across Africa in 2010","volume":"7","year":"2012","journal-title":"PLoS ONE"},{"issue":"1","key":"key20180906121535_B24","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1186\/1476-072X-11-7","article-title":"Large-scale spatial population databases in infectious disease research","volume":"11","year":"2012","journal-title":"International Journal of Health Geographics"},{"key":"key20180906121535_B25","unstructured":"MacDonald, Dettwiler and Associates Ltd. (MDA). 2014. BaseVue 2013. Available at: http:\/\/www.arcgis.com\/home\/item.html?id=1770449f11df418db482a14df4ac26eb [Last accessed 14 October 2016]."},{"issue":"2","key":"key20180906121535_B26","first-page":"6105","article-title":"The need to respect nature and its limits challenges society and conservation science","volume":"31","year":"2016","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"key20180906121535_B27","volume-title":"The Modifiable Areal Unit Problem","year":"1984"},{"key":"key20180906121535_B28","unstructured":"OpenStreetmap Foundation (OSMF). 2015. OpenStreetMap. Available at: https:\/\/www.openstreetmap.org."},{"key":"key20180906121535_B29","unstructured":"Pesaresi, M, Blaes, X, Ehrlich, D, Ferri, S, Gueguen, L, Haag, F, Halkia, M, Heinzel, J, Kauffmann, M, Kemper, T, Ouzounis, GK, Scavazzon, M, Soille, P, Syrris, V and Zanchetta, L. 2012. A Global Human Settlement Layer from Optical High Resolution Imagery. JRC Publications Repository. Publications Office of the European Union. Available at: http:\/\/publications.jrc.ec.europa.eu\/repository\/handle\/JRC77925 [Last accessed 14 October 2016]."},{"issue":"Feb 2014","key":"key20180906121535_B30","first-page":"34","article-title":"An Easy to Use ArcMap Based Texture Analysis Program for Extraction of Flooded Areas from TerraSAR-X Satellite Image","volume":"63","year":"2013","journal-title":"Computers and Geosciences"},{"key":"key20180906121535_B31","volume-title":"Proceedings of the ASPRS 2004 Annual Meeting","year":"2004"},{"key":"key20180906121535_B32","unstructured":"Tang, J. 2003. Evaluating the Relationship between Urban Road Pattern and Population Using Fractal Geometry. UCGIS.org. Available at: http:\/\/www.ucgis.org\/summer03\/studentpapers\/junmeitang.pdf [Last accessed 14 October 2016]."},{"key":"key20180906121535_B33","unstructured":"Voinov, S. 2014. Modeling Population Distribution Based on EO-Derived Data on the Built-Environment. Master\u2019s Thesis in Photogrammetry and Geoinformatics, Stuttgart University of Applied Sciences. Available at: http:\/\/elib.dlr.de\/97361\/1\/PG3_Voinov_Thesis.pdf [Last accessed 14 October 2016]."}],"container-title":["Data Science Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/doi.org\/10.5334\/dsj-2018-020","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T09:19:41Z","timestamp":1657531181000},"score":1,"resource":{"primary":{"URL":"http:\/\/datascience.codata.org\/articles\/10.5334\/dsj-2018-020\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":33,"alternative-id":["10.5334\/dsj-2018-020"],"URL":"https:\/\/doi.org\/10.5334\/dsj-2018-020","relation":{},"ISSN":["1683-1470"],"issn-type":[{"value":"1683-1470","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"article-number":"20"}}