{"id":"https://openalex.org/W3138170156","doi":"https://doi.org/10.3390/rs13061142","title":"High-Resolution Gridded Population Datasets: Exploring the Capabilities of the World Settlement Footprint 2019 Imperviousness Layer for the African Continent","display_name":"High-Resolution Gridded Population Datasets: Exploring the Capabilities of the World Settlement Footprint 2019 Imperviousness Layer for the African Continent","publication_year":2021,"publication_date":"2021-03-17","ids":{"openalex":"https://openalex.org/W3138170156","doi":"https://doi.org/10.3390/rs13061142","mag":"3138170156"},"language":"en","primary_location":{"id":"doi:10.3390/rs13061142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061142","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1142/pdf?version=1616148029","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/6/1142/pdf?version=1616148029","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012285539","display_name":"Daniela Palacios\u2010Lopez","orcid":"https://orcid.org/0000-0001-6302-2491"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniela Palacios-Lopez","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090274520","display_name":"Felix Bachofer","orcid":"https://orcid.org/0000-0001-6181-0187"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Bachofer","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049261152","display_name":"Thomas Esch","orcid":"https://orcid.org/0000-0002-5868-9045"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Esch","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075959777","display_name":"Mattia Marconcini","orcid":"https://orcid.org/0000-0002-5042-5176"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mattia Marconcini","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041794518","display_name":"Kytt MacManus","orcid":"https://orcid.org/0000-0002-6416-1837"},"institutions":[{"id":"https://openalex.org/I2802152550","display_name":"Earth Island Institute","ror":"https://ror.org/005y2a635","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802152550"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kytt MacManus","raw_affiliation_strings":["Center for Information Earth Science Information Network (CIESIN), The Earth Institute, Columbia University, Palisades, NY 10964, USA"],"affiliations":[{"raw_affiliation_string":"Center for Information Earth Science Information Network (CIESIN), The Earth Institute, Columbia University, Palisades, NY 10964, USA","institution_ids":["https://openalex.org/I2802152550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016636311","display_name":"Alessandro Sorichetta","orcid":"https://orcid.org/0000-0002-3576-5826"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alessandro Sorichetta","raw_affiliation_strings":["WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton SO17 1BJ, UK"],"affiliations":[{"raw_affiliation_string":"WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012258937","display_name":"Julian Zeidler","orcid":"https://orcid.org/0000-0001-9444-2296"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julian Zeidler","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033795271","display_name":"Stefan Dech","orcid":null},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Dech","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026395399","display_name":"Andrew J. Tatem","orcid":"https://orcid.org/0000-0002-7270-941X"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew J. Tatem","raw_affiliation_strings":["WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton SO17 1BJ, UK"],"affiliations":[{"raw_affiliation_string":"WorldPop, School of Geography and Environmental Science, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052386553","display_name":"Peter Reinartz","orcid":"https://orcid.org/0000-0002-8122-1475"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Reinartz","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5012285539"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":1838,"currency":"EUR","value_usd":1982},"fwci":3.4963,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.9271535,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"13","issue":"6","first_page":"1142","last_page":"1142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12656","display_name":"Climate Change, Adaptation, Migration","score":0.9513000249862671,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6460193395614624},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.6454763412475586},{"id":"https://openalex.org/keywords/human-settlement","display_name":"Human settlement","score":0.5888521671295166},{"id":"https://openalex.org/keywords/thematic-map","display_name":"Thematic map","score":0.5611422061920166},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.49458763003349304},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.47314560413360596},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.44235584139823914},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.41790884733200073},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.40194201469421387},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3844708204269409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2904568314552307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09251523017883301}],"concepts":[{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6460193395614624},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.6454763412475586},{"id":"https://openalex.org/C16678853","wikidata":"https://www.wikidata.org/wiki/Q486972","display_name":"Human settlement","level":2,"score":0.5888521671295166},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.5611422061920166},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.49458763003349304},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.47314560413360596},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.44235584139823914},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.41790884733200073},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.40194201469421387},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3844708204269409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2904568314552307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09251523017883301},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs13061142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061142","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1142/pdf?version=1616148029","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:elib.dlr.de:141540","is_oa":false,"landing_page_url":"https://doi.org/10.3390/rs13061142>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:eprints.soton.ac.uk:456065","is_oa":true,"landing_page_url":"http://doi.org/10.3390/rs13061142>).","pdf_url":"https://eprints.soton.ac.uk/456065/1/remotesensing_13_01142_v2.pdf","source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:air.unimi.it:2434/1075811","is_oa":true,"landing_page_url":"https://www.mdpi.com/2072-4292/13/6/1142","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:7e5fc8fcf0664b2daa0affe78c08927d","is_oa":true,"landing_page_url":"https://doaj.org/article/7e5fc8fcf0664b2daa0affe78c08927d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 6, p 1142 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/6/1142/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13061142","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 13; Issue 6; Pages: 1142","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13061142","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13061142","pdf_url":"https://www.mdpi.com/2072-4292/13/6/1142/pdf?version=1616148029","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3138170156.pdf","grobid_xml":"https://content.openalex.org/works/W3138170156.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1433483747","https://openalex.org/W1481186935","https://openalex.org/W1527710572","https://openalex.org/W1541771177","https://openalex.org/W1543116876","https://openalex.org/W1591591146","https://openalex.org/W1987767032","https://openalex.org/W2005239152","https://openalex.org/W2052458288","https://openalex.org/W2057442840","https://openalex.org/W2066586311","https://openalex.org/W2093399720","https://openalex.org/W2102148524","https://openalex.org/W2125685573","https://openalex.org/W2137825465","https://openalex.org/W2158550732","https://openalex.org/W2170363931","https://openalex.org/W2181914484","https://openalex.org/W2418543604","https://openalex.org/W2548610061","https://openalex.org/W2624675266","https://openalex.org/W2624779149","https://openalex.org/W2727648530","https://openalex.org/W2742820159","https://openalex.org/W2774117082","https://openalex.org/W2780517933","https://openalex.org/W2801550037","https://openalex.org/W2805194363","https://openalex.org/W2808899944","https://openalex.org/W2889891709","https://openalex.org/W2890781576","https://openalex.org/W2902315588","https://openalex.org/W2906577416","https://openalex.org/W2913373751","https://openalex.org/W2914514198","https://openalex.org/W2932833545","https://openalex.org/W2944151096","https://openalex.org/W2944864668","https://openalex.org/W2951768252","https://openalex.org/W2968021232","https://openalex.org/W2971710084","https://openalex.org/W2972707075","https://openalex.org/W2976015471","https://openalex.org/W2979356316","https://openalex.org/W2982446989","https://openalex.org/W2988443128","https://openalex.org/W2993515567","https://openalex.org/W3009381650","https://openalex.org/W3011445294","https://openalex.org/W3014557103","https://openalex.org/W3034380799","https://openalex.org/W3035950304","https://openalex.org/W3043036258","https://openalex.org/W3046213742","https://openalex.org/W3081839453","https://openalex.org/W3082445115","https://openalex.org/W3107348032","https://openalex.org/W4239572789","https://openalex.org/W4247358767","https://openalex.org/W6632615139","https://openalex.org/W6999705093"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2972509471","https://openalex.org/W2291311298","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2040545019","https://openalex.org/W2378021067"],"abstract_inverted_index":{"The":[0,145],"field":[1,22],"of":[2,13,23,31,43,50,68,85,94,100,121,127,142,157,165,185,199,217,225,237,247,260],"human":[3,44],"population":[4,52,89,129,263],"mapping":[5],"is":[6,137],"constantly":[7],"evolving,":[8],"leveraging":[9],"the":[10,18,21,29,38,48,66,69,83,109,113,117,155,158,162,200,218,226,234,240,244,248,256,261],"increasing":[11],"availability":[12],"high-resolution":[14,88],"satellite":[15],"imagery":[16],"and":[17,41,58,104,119,124,140,149,213,215,243,258],"advancements":[19],"in":[20,82,221],"machine":[24],"learning.":[25],"In":[26,61],"recent":[27],"years,":[28],"emergence":[30],"global":[32],"built-area":[33],"datasets":[34],"that":[35,108,181],"accurately":[36],"describe":[37],"extent,":[39],"location,":[40],"characteristics":[42],"settlements":[45],"has":[46,112],"facilitated":[47],"production":[49,84],"new":[51,87],"grids,":[53],"with":[54,188,206],"improved":[55],"quality,":[56],"accuracy,":[57],"spatial":[59,150,163],"resolution.":[60],"this":[62],"research,":[63],"we":[64],"explore":[65],"capabilities":[67],"novel":[70],"World":[71],"Settlement":[72],"Footprint":[73],"2019":[74],"Imperviousness":[75],"layer":[76,111,160],"(WSF2019-Imp),":[77],"as":[78,192],"a":[79,86,101,133,183],"single":[80],"proxy":[81],"distribution":[90,164],"dataset":[91,97],"for":[92],"all":[93],"Africa\u2014the":[95],"WSF2019-Population":[96],"(WSF2019-Pop).":[98],"Results":[99],"comprehensive":[102],"qualitative":[103],"quantitative":[105],"assessment":[106],"indicate":[107],"WSF2019-Imp":[110,159],"potential":[114],"to":[115],"overcome":[116],"complexities":[118],"limitations":[120,254],"top-down":[122],"binary":[123],"multi-layer":[125],"approaches":[126],"large-scale":[128],"mapping,":[130],"by":[131],"delivering":[132],"weighting":[134],"framework":[135],"which":[136],"spatially":[138],"consistent":[139],"free":[141],"applicability":[143],"restrictions.":[144],"increased":[146],"thematic":[147],"detail":[148],"resolution":[151],"(~10":[152],"m":[153],"at":[154,167],"Equator)":[156],"improve":[161],"populations":[166],"local":[168],"scales,":[169],"where":[170],"fully":[171],"built-up":[172,249],"settlement":[173,179],"pixels":[174,180],"are":[175,251],"clearly":[176],"differentiated":[177],"from":[178],"share":[182],"proportion":[184],"their":[186],"area":[187],"green":[189],"spaces,":[190],"such":[191],"parks":[193],"or":[194],"gardens.":[195],"Overall,":[196],"eighty":[197],"percent":[198],"African":[201],"countries":[202,227],"reported":[203,228],"estimation":[204],"accuracies":[205],"percentage":[207],"mean":[208],"absolute":[209],"errors":[210,230],"between":[211],"~15%":[212],"~32%,":[214],"50%":[216],"validation":[219],"units":[220],"more":[222],"than":[223],"half":[224],"relative":[229],"below":[231],"20%.":[232],"Here,":[233],"remaining":[235,253],"lack":[236],"information":[238],"on":[239],"vertical":[241],"dimension":[242],"functional":[245],"characterisation":[246],"environment":[250],"still":[252],"affecting":[255],"quality":[257],"accuracy":[259],"final":[262],"datasets.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2021-03-29T00:00:00"}