{"id":"https://openalex.org/W4322502493","doi":"https://doi.org/10.3390/rs15051307","title":"Urban Remote Sensing with Spatial Big Data: A Review and Renewed Perspective of Urban Studies in Recent Decades","display_name":"Urban Remote Sensing with Spatial Big Data: A Review and Renewed Perspective of Urban Studies in Recent Decades","publication_year":2023,"publication_date":"2023-02-26","ids":{"openalex":"https://openalex.org/W4322502493","doi":"https://doi.org/10.3390/rs15051307"},"language":"en","primary_location":{"id":"doi:10.3390/rs15051307","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051307","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1307/pdf?version=1677409343","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":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/5/1307/pdf?version=1677409343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072458317","display_name":"Danlin Yu","orcid":"https://orcid.org/0000-0002-4470-7011"},"institutions":[{"id":"https://openalex.org/I166088655","display_name":"Montclair State University","ror":"https://ror.org/01nxc2t48","country_code":"US","type":"education","lineage":["https://openalex.org/I166088655"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Danlin Yu","raw_affiliation_strings":["Department of Earth and Environmental Studies, Montclair State University, Montclair, NJ 100101, USA"],"affiliations":[{"raw_affiliation_string":"Department of Earth and Environmental Studies, Montclair State University, Montclair, NJ 100101, USA","institution_ids":["https://openalex.org/I166088655"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088320866","display_name":"Chuanglin Fang","orcid":"https://orcid.org/0000-0001-6043-8491"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanglin Fang","raw_affiliation_strings":["Center for Urban and Regional Planning Design and Research, Institute of Geographic Science and Natural Resources Research, Chinese Academy of Sciences, Beijing 100045, China"],"affiliations":[{"raw_affiliation_string":"Center for Urban and Regional Planning Design and Research, Institute of Geographic Science and Natural Resources Research, Chinese Academy of Sciences, Beijing 100045, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072458317"],"corresponding_institution_ids":["https://openalex.org/I166088655"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":24.8961,"has_fulltext":true,"cited_by_count":158,"citation_normalized_percentile":{"value":0.99847813,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"15","issue":"5","first_page":"1307","last_page":"1307"},"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":0.9993000030517578,"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":0.9993000030517578,"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":0.9980999827384949,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/big-data","display_name":"Big data","score":0.6013832092285156},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.5790810585021973},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4893905520439148},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48901066184043884},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.4408004581928253},{"id":"https://openalex.org/keywords/urban-studies","display_name":"Urban studies","score":0.4405134618282318},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4191020131111145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3976384401321411},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.38599109649658203},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3801974058151245},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.14909768104553223},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.14331749081611633},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10320881009101868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0948626697063446}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6013832092285156},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.5790810585021973},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4893905520439148},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48901066184043884},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.4408004581928253},{"id":"https://openalex.org/C2779470537","wikidata":"https://www.wikidata.org/wiki/Q23578769","display_name":"Urban studies","level":2,"score":0.4405134618282318},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4191020131111145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3976384401321411},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.38599109649658203},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3801974058151245},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.14909768104553223},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.14331749081611633},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10320881009101868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0948626697063446},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15051307","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051307","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1307/pdf?version=1677409343","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:doaj.org/article:abf75d8418ee42d7b3d55624adf8c5a1","is_oa":true,"landing_page_url":"https://doaj.org/article/abf75d8418ee42d7b3d55624adf8c5a1","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 5, p 1307 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/5/1307/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15051307","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15051307","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051307","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1307/pdf?version=1677409343","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":[{"id":"https://metadata.un.org/sdg/11","score":0.800000011920929,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G5250755273","display_name":null,"funder_award_id":"42121001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4322502493.pdf"},"referenced_works_count":384,"referenced_works":["https://openalex.org/W52871114","https://openalex.org/W62146566","https://openalex.org/W143236119","https://openalex.org/W193031964","https://openalex.org/W204230938","https://openalex.org/W218142243","https://openalex.org/W340592063","https://openalex.org/W588132920","https://openalex.org/W1069919491","https://openalex.org/W1418823151","https://openalex.org/W1479713626","https://openalex.org/W1537518880","https://openalex.org/W1557976904","https://openalex.org/W1571604369","https://openalex.org/W1603679113","https://openalex.org/W1779804997","https://openalex.org/W1783873357","https://openalex.org/W1829241487","https://openalex.org/W1899080111","https://openalex.org/W1965545344","https://openalex.org/W1966108188","https://openalex.org/W1966594244","https://openalex.org/W1966796023","https://openalex.org/W1967087801","https://openalex.org/W1971133198","https://openalex.org/W1971842889","https://openalex.org/W1972002701","https://openalex.org/W1972083401","https://openalex.org/W1973589716","https://openalex.org/W1973749534","https://openalex.org/W1974023242","https://openalex.org/W1974395471","https://openalex.org/W1975888544","https://openalex.org/W1976465188","https://openalex.org/W1977368123","https://openalex.org/W1978203369","https://openalex.org/W1978386034","https://openalex.org/W1979413326","https://openalex.org/W1979703545","https://openalex.org/W1980469436","https://openalex.org/W1980783319","https://openalex.org/W1983726893","https://openalex.org/W1984636802","https://openalex.org/W1984811700","https://openalex.org/W1985662772","https://openalex.org/W1987987856","https://openalex.org/W1991412274","https://openalex.org/W1992005826","https://openalex.org/W1992277448","https://openalex.org/W1993040739","https://openalex.org/W1993307196","https://openalex.org/W1994610198","https://openalex.org/W1998079645","https://openalex.org/W2003267089","https://openalex.org/W2003636998","https://openalex.org/W2006026780","https://openalex.org/W2006106496","https://openalex.org/W2006939358","https://openalex.org/W2009440027","https://openalex.org/W2010206951","https://openalex.org/W2010313500","https://openalex.org/W2010365184","https://openalex.org/W2010797227","https://openalex.org/W2011215055","https://openalex.org/W2012935382","https://openalex.org/W2015363998","https://openalex.org/W2015968935","https://openalex.org/W2017748512","https://openalex.org/W2019266312","https://openalex.org/W2019919282","https://openalex.org/W2019972946","https://openalex.org/W2020048454","https://openalex.org/W2020233518","https://openalex.org/W2023092952","https://openalex.org/W2023291869","https://openalex.org/W2025389829","https://openalex.org/W2026200443","https://openalex.org/W2026332487","https://openalex.org/W2026618473","https://openalex.org/W2028226037","https://openalex.org/W2028886916","https://openalex.org/W2030910690","https://openalex.org/W2036379015","https://openalex.org/W2036670520","https://openalex.org/W2040339315","https://openalex.org/W2040895031","https://openalex.org/W2041049148","https://openalex.org/W2042128882","https://openalex.org/W2043244602","https://openalex.org/W2043821500","https://openalex.org/W2044236798","https://openalex.org/W2049221328","https://openalex.org/W2054438337","https://openalex.org/W2057712081","https://openalex.org/W2059775642","https://openalex.org/W2061458235","https://openalex.org/W2062212627","https://openalex.org/W2063105147","https://openalex.org/W2064907472","https://openalex.org/W2066473934","https://openalex.org/W2067781444","https://openalex.org/W2069624290","https://openalex.org/W2072400194","https://openalex.org/W2073056054","https://openalex.org/W2073518907","https://openalex.org/W2075001860","https://openalex.org/W2075639210","https://openalex.org/W2076104882","https://openalex.org/W2076306039","https://openalex.org/W2080787584","https://openalex.org/W2081207771","https://openalex.org/W2082317060","https://openalex.org/W2083201244","https://openalex.org/W2088291792","https://openalex.org/W2091128307","https://openalex.org/W2091464980","https://openalex.org/W2091514452","https://openalex.org/W2094399633","https://openalex.org/W2095051047","https://openalex.org/W2097326416","https://openalex.org/W2098010177","https://openalex.org/W2100522014","https://openalex.org/W2102944262","https://openalex.org/W2104520867","https://openalex.org/W2105244019","https://openalex.org/W2111616256","https://openalex.org/W2112620321","https://openalex.org/W2112738128","https://openalex.org/W2117239687","https://openalex.org/W2118049491","https://openalex.org/W2119694755","https://openalex.org/W2130487218","https://openalex.org/W2130661116","https://openalex.org/W2131124699","https://openalex.org/W2133785052","https://openalex.org/W2134599341","https://openalex.org/W2135188522","https://openalex.org/W2135260259","https://openalex.org/W2135750509","https://openalex.org/W2136007680","https://openalex.org/W2139514605","https://openalex.org/W2141975087","https://openalex.org/W2143554828","https://openalex.org/W2143903926","https://openalex.org/W2144898279","https://openalex.org/W2145756337","https://openalex.org/W2147988564","https://openalex.org/W2152054415","https://openalex.org/W2157875543","https://openalex.org/W2157927590","https://openalex.org/W2158445854","https://openalex.org/W2159411209","https://openalex.org/W2160124416","https://openalex.org/W2161035355","https://openalex.org/W2161241309","https://openalex.org/W2162495992","https://openalex.org/W2165069217","https://openalex.org/W2167433624","https://openalex.org/W2170959758","https://openalex.org/W2174284503","https://openalex.org/W2176673053","https://openalex.org/W2194580068","https://openalex.org/W2196415872","https://openalex.org/W2197199257","https://openalex.org/W2226798190","https://openalex.org/W2252696344","https://openalex.org/W2255646099","https://openalex.org/W2276088792","https://openalex.org/W2284584814","https://openalex.org/W2299288249","https://openalex.org/W2301202051","https://openalex.org/W2305168062","https://openalex.org/W2312456753","https://openalex.org/W2312538388","https://openalex.org/W2321263203","https://openalex.org/W2322398259","https://openalex.org/W2324138640","https://openalex.org/W2325056376","https://openalex.org/W2334138713","https://openalex.org/W2340515955","https://openalex.org/W2345211779","https://openalex.org/W2355431660","https://openalex.org/W2401086527","https://openalex.org/W2404213878","https://openalex.org/W2404643587","https://openalex.org/W2465261451","https://openalex.org/W2495457124","https://openalex.org/W2509366888","https://openalex.org/W2528619925","https://openalex.org/W2547300207","https://openalex.org/W2551510638","https://openalex.org/W2561763664","https://openalex.org/W2578880324","https://openalex.org/W2581521975","https://openalex.org/W2591877092","https://openalex.org/W2607180995","https://openalex.org/W2727038893","https://openalex.org/W2733098106","https://openalex.org/W2736851769","https://openalex.org/W2739390611","https://openalex.org/W2741011366","https://openalex.org/W2747207142","https://openalex.org/W2749107971","https://openalex.org/W2757190473","https://openalex.org/W2758840490","https://openalex.org/W2759979305","https://openalex.org/W2770699034","https://openalex.org/W2775089115","https://openalex.org/W2790818269","https://openalex.org/W2791295270","https://openalex.org/W2793252126","https://openalex.org/W2794385218","https://openalex.org/W2796823637","https://openalex.org/W2800993588","https://openalex.org/W2801802266","https://openalex.org/W2807892401","https://openalex.org/W2821046059","https://openalex.org/W2883124148","https://openalex.org/W2883688568","https://openalex.org/W2884633148","https://openalex.org/W2890460781","https://openalex.org/W2891371886","https://openalex.org/W2894089948","https://openalex.org/W2894454163","https://openalex.org/W2895955528","https://openalex.org/W2898019911","https://openalex.org/W2900902279","https://openalex.org/W2903086364","https://openalex.org/W2903276692","https://openalex.org/W2903669917","https://openalex.org/W2909156520","https://openalex.org/W2912275277","https://openalex.org/W2914009770","https://openalex.org/W2917670471","https://openalex.org/W2918040195","https://openalex.org/W2943575528","https://openalex.org/W2943700286","https://openalex.org/W2943751924","https://openalex.org/W2944320087","https://openalex.org/W2950102557","https://openalex.org/W2950713130","https://openalex.org/W2951353422","https://openalex.org/W2963022999","https://openalex.org/W2963647620","https://openalex.org/W2969571546","https://openalex.org/W2969580756","https://openalex.org/W2976446180","https://openalex.org/W2978305189","https://openalex.org/W2981313966","https://openalex.org/W2982140271","https://openalex.org/W2987354670","https://openalex.org/W2990486557","https://openalex.org/W2992240579","https://openalex.org/W2992511092","https://openalex.org/W2993035141","https://openalex.org/W2996392043","https://openalex.org/W2997878436","https://openalex.org/W2999806019","https://openalex.org/W3006182936","https://openalex.org/W3007807754","https://openalex.org/W3013188135","https://openalex.org/W3015350658","https://openalex.org/W3015832665","https://openalex.org/W3016373786","https://openalex.org/W3019859077","https://openalex.org/W3020413105","https://openalex.org/W3028293928","https://openalex.org/W3029319007","https://openalex.org/W3033545933","https://openalex.org/W3033626666","https://openalex.org/W3033928476","https://openalex.org/W3034319766","https://openalex.org/W3035769787","https://openalex.org/W3043943671","https://openalex.org/W3044282875","https://openalex.org/W3049379054","https://openalex.org/W3082766779","https://openalex.org/W3093130013","https://openalex.org/W3097284097","https://openalex.org/W3107857043","https://openalex.org/W3110079138","https://openalex.org/W3112229965","https://openalex.org/W3116066063","https://openalex.org/W3117964599","https://openalex.org/W3118481668","https://openalex.org/W3119550985","https://openalex.org/W3119776735","https://openalex.org/W3120447743","https://openalex.org/W3122419355","https://openalex.org/W3122671518","https://openalex.org/W3126509587","https://openalex.org/W3127250440","https://openalex.org/W3130400444","https://openalex.org/W3134047581","https://openalex.org/W3135618609","https://openalex.org/W3137043860","https://openalex.org/W3139592822","https://openalex.org/W3159118468","https://openalex.org/W3162664024","https://openalex.org/W3167689597","https://openalex.org/W3171692457","https://openalex.org/W3176348367","https://openalex.org/W3183401854","https://openalex.org/W3194490357","https://openalex.org/W3195355841","https://openalex.org/W3196108668","https://openalex.org/W3196249861","https://openalex.org/W3196824925","https://openalex.org/W3197958969","https://openalex.org/W3199475612","https://openalex.org/W3199819454","https://openalex.org/W3204293267","https://openalex.org/W3204460996","https://openalex.org/W3205333858","https://openalex.org/W3207455703","https://openalex.org/W3211943019","https://openalex.org/W3215848862","https://openalex.org/W3216999574","https://openalex.org/W3217532397","https://openalex.org/W4205765305","https://openalex.org/W4205824412","https://openalex.org/W4206016742","https://openalex.org/W4206955687","https://openalex.org/W4213329165","https://openalex.org/W4213354096","https://openalex.org/W4214846121","https://openalex.org/W4220766589","https://openalex.org/W4224737744","https://openalex.org/W4225290998","https://openalex.org/W4225843975","https://openalex.org/W4225990149","https://openalex.org/W4250432939","https://openalex.org/W4252684188","https://openalex.org/W4256427486","https://openalex.org/W4281250997","https://openalex.org/W4281759327","https://openalex.org/W4282581994","https://openalex.org/W4282937475","https://openalex.org/W4283384673","https://openalex.org/W4286433654","https://openalex.org/W4286490555","https://openalex.org/W4291010306","https://openalex.org/W4291017826","https://openalex.org/W4292998208","https://openalex.org/W4293364472","https://openalex.org/W4293704340","https://openalex.org/W4293817023","https://openalex.org/W4294167334","https://openalex.org/W4294168023","https://openalex.org/W4294723621","https://openalex.org/W4295747821","https://openalex.org/W4295926338","https://openalex.org/W4296021795","https://openalex.org/W4298001895","https://openalex.org/W4304162794","https://openalex.org/W4304172393","https://openalex.org/W4304608474","https://openalex.org/W4306403451","https://openalex.org/W4306659725","https://openalex.org/W4307645200","https://openalex.org/W4307869417","https://openalex.org/W4310385845","https://openalex.org/W6607768080","https://openalex.org/W6634145284","https://openalex.org/W6645274355","https://openalex.org/W6655311306","https://openalex.org/W6675842069","https://openalex.org/W6680199028","https://openalex.org/W6691881139","https://openalex.org/W6706127525","https://openalex.org/W6723548485","https://openalex.org/W6743112403","https://openalex.org/W6762088923","https://openalex.org/W6768377643","https://openalex.org/W6772353862","https://openalex.org/W6790215153","https://openalex.org/W6796251896","https://openalex.org/W6800420461","https://openalex.org/W6801092314","https://openalex.org/W6802535880","https://openalex.org/W6839895158","https://openalex.org/W6842562765","https://openalex.org/W6846236097","https://openalex.org/W6990166404"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W3203154299","https://openalex.org/W2726249490","https://openalex.org/W362707862"],"abstract_inverted_index":{"During":[0],"the":[1,34,40,42,51,71,99,133,145,153,178,190,210],"past":[2],"decades,":[3],"multiple":[4],"remote":[5,193],"sensing":[6,194],"data":[7,85,114,150,198],"sources,":[8],"including":[9],"nighttime":[10],"light":[11],"images,":[12,18,21,24],"high":[13],"spatial":[14,196],"resolution":[15],"multispectral":[16],"satellite":[17],"unmanned":[19],"drone":[20],"and":[22,47,57,70,76,90,105,125,128,141,163,170,182,195,214],"hyperspectral":[23],"among":[25],"many":[26,117],"others,":[27],"have":[28],"provided":[29],"fresh":[30],"opportunities":[31],"to":[32,115,151,165,204],"examine":[33,116],"dynamics":[35],"of":[36,45,53,80,84,101,185,192],"urban":[37,72,95,103,136,146,161,172,186,216],"landscapes.":[38],"In":[39],"meantime,":[41],"rapid":[43],"development":[44],"telecommunications":[46],"mobile":[48],"technology,":[49,63],"alongside":[50],"emergence":[52],"online":[54],"search":[55],"engines":[56],"social":[58],"media":[59],"platforms":[60],"with":[61,112],"geotagging":[62],"has":[64],"fundamentally":[65],"changed":[66],"how":[67],"human":[68],"activities":[69],"landscape":[73,147],"are":[74,109],"recorded":[75],"depicted.":[77],"The":[78,201],"combination":[79],"these":[81],"two":[82],"types":[83],"sources":[86],"results":[87],"in":[88,93,144],"explosive":[89],"mind-blowing":[91],"discoveries":[92],"contemporary":[94],"studies,":[96],"especially":[97],"for":[98,160,167],"purposes":[100],"sustainable":[102,169],"planning":[104],"development.":[106],"Urban":[107],"scholars":[108,137],"now":[110],"equipped":[111],"abundant":[113],"theoretical":[118],"arguments":[119],"that":[120],"often":[121],"result":[122],"from":[123],"limited":[124],"indirect":[126],"observations":[127],"less-than-ideal":[129],"controlled":[130],"experiments.":[131],"For":[132],"first":[134],"time,":[135],"can":[138],"model,":[139],"simulate,":[140],"predict":[142],"changes":[143],"using":[148],"real-time":[149],"produce":[152],"most":[154],"realistic":[155],"results,":[156],"providing":[157],"invaluable":[158],"information":[159],"planners":[162],"governments":[164],"aim":[166],"a":[168,207],"healthy":[171],"future.":[173],"This":[174],"current":[175,180],"study":[176,217],"reviews":[177],"development,":[179],"status,":[181],"future":[183],"trajectory":[184],"studies":[187],"facilitated":[188],"by":[189],"advancement":[191],"big":[197],"analytical":[199],"technologies.":[200],"review":[202],"attempts":[203],"serve":[205],"as":[206],"bridge":[208],"between":[209],"growing":[211],"\u201cbig":[212],"data\u201d":[213],"modern":[215],"communities.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":22},{"year":2025,"cited_by_count":69},{"year":2024,"cited_by_count":57},{"year":2023,"cited_by_count":10}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}