{"id":"https://openalex.org/W4386324922","doi":"https://doi.org/10.3390/rs15174288","title":"A Remote Sensing Method to Assess the Future Multi-Hazard Exposure of Urban Areas","display_name":"A Remote Sensing Method to Assess the Future Multi-Hazard Exposure of Urban Areas","publication_year":2023,"publication_date":"2023-08-31","ids":{"openalex":"https://openalex.org/W4386324922","doi":"https://doi.org/10.3390/rs15174288"},"language":"en","primary_location":{"id":"doi:10.3390/rs15174288","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15174288","pdf_url":"https://www.mdpi.com/2072-4292/15/17/4288/pdf?version=1693471334","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/2072-4292/15/17/4288/pdf?version=1693471334","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083194196","display_name":"Carolina Salvo","orcid":"https://orcid.org/0000-0003-3670-490X"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Carolina Salvo","raw_affiliation_strings":["Department of Civil Engineering, University of Calabria, 87036 Rende, CS, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Calabria, 87036 Rende, CS, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060637809","display_name":"Alessandro Vitale","orcid":"https://orcid.org/0000-0001-7163-8114"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Vitale","raw_affiliation_strings":["Department of Civil Engineering, University of Calabria, 87036 Rende, CS, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Calabria, 87036 Rende, CS, Italy","institution_ids":["https://openalex.org/I45204951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083194196"],"corresponding_institution_ids":["https://openalex.org/I45204951"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.9294,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.85373117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"17","first_page":"4288","last_page":"4288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9950000047683716,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9950000047683716,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.6178409457206726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47567930817604065},{"id":"https://openalex.org/keywords/natural-hazard","display_name":"Natural hazard","score":0.4269507825374603},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.42382967472076416},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4172292947769165},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3921756446361542},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.3893411159515381},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32920172810554504},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2912892997264862},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.18509238958358765},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.1150292456150055},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10310706496238708},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.07290858030319214}],"concepts":[{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.6178409457206726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47567930817604065},{"id":"https://openalex.org/C39410599","wikidata":"https://www.wikidata.org/wiki/Q3433179","display_name":"Natural hazard","level":2,"score":0.4269507825374603},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.42382967472076416},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4172292947769165},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3921756446361542},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.3893411159515381},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32920172810554504},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2912892997264862},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.18509238958358765},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.1150292456150055},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10310706496238708},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.07290858030319214},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15174288","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15174288","pdf_url":"https://www.mdpi.com/2072-4292/15/17/4288/pdf?version=1693471334","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:111807d4c71b460d9fd3764f42cfa725","is_oa":true,"landing_page_url":"https://doaj.org/article/111807d4c71b460d9fd3764f42cfa725","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 17, p 4288 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/17/4288/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15174288","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/rs15174288","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15174288","pdf_url":"https://www.mdpi.com/2072-4292/15/17/4288/pdf?version=1693471334","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":0.8199999928474426,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386324922.pdf"},"referenced_works_count":96,"referenced_works":["https://openalex.org/W228786939","https://openalex.org/W1533861849","https://openalex.org/W1544172261","https://openalex.org/W1665214252","https://openalex.org/W1680392829","https://openalex.org/W1939677798","https://openalex.org/W1984594273","https://openalex.org/W1990263609","https://openalex.org/W1995943259","https://openalex.org/W2000359797","https://openalex.org/W2003742652","https://openalex.org/W2013168176","https://openalex.org/W2045035054","https://openalex.org/W2061889996","https://openalex.org/W2064347422","https://openalex.org/W2073792037","https://openalex.org/W2101494503","https://openalex.org/W2138973222","https://openalex.org/W2142893550","https://openalex.org/W2162931300","https://openalex.org/W2163605009","https://openalex.org/W2164058021","https://openalex.org/W2164777277","https://openalex.org/W2169284845","https://openalex.org/W2187914448","https://openalex.org/W2216975675","https://openalex.org/W2500751094","https://openalex.org/W2502913321","https://openalex.org/W2551001836","https://openalex.org/W2594688569","https://openalex.org/W2725897987","https://openalex.org/W2743142445","https://openalex.org/W2760715959","https://openalex.org/W2764048104","https://openalex.org/W2769669258","https://openalex.org/W2800299140","https://openalex.org/W2884821113","https://openalex.org/W2888824131","https://openalex.org/W2893744532","https://openalex.org/W2897422058","https://openalex.org/W2897914622","https://openalex.org/W2904170783","https://openalex.org/W2912808130","https://openalex.org/W2920593539","https://openalex.org/W2945667213","https://openalex.org/W2950607564","https://openalex.org/W2955802503","https://openalex.org/W2966721716","https://openalex.org/W2982140271","https://openalex.org/W2984834071","https://openalex.org/W2995269424","https://openalex.org/W2996984840","https://openalex.org/W3005571228","https://openalex.org/W3006014403","https://openalex.org/W3013390499","https://openalex.org/W3018675154","https://openalex.org/W3020978241","https://openalex.org/W3023120202","https://openalex.org/W3024325364","https://openalex.org/W3030946476","https://openalex.org/W3042939752","https://openalex.org/W3044595618","https://openalex.org/W3094614516","https://openalex.org/W3106378566","https://openalex.org/W3132584759","https://openalex.org/W3168749211","https://openalex.org/W3192883711","https://openalex.org/W3195765417","https://openalex.org/W3198940810","https://openalex.org/W3202291359","https://openalex.org/W4200121728","https://openalex.org/W4220748076","https://openalex.org/W4220991537","https://openalex.org/W4283328451","https://openalex.org/W4286338724","https://openalex.org/W4289856526","https://openalex.org/W4293059519","https://openalex.org/W4293714852","https://openalex.org/W4296186954","https://openalex.org/W4301861531","https://openalex.org/W4309896798","https://openalex.org/W4312891112","https://openalex.org/W4313369197","https://openalex.org/W4313399241","https://openalex.org/W4313584312","https://openalex.org/W4315706290","https://openalex.org/W4321442624","https://openalex.org/W4361027340","https://openalex.org/W4363648237","https://openalex.org/W4367188693","https://openalex.org/W6637386731","https://openalex.org/W6650315050","https://openalex.org/W6674828428","https://openalex.org/W6686830158","https://openalex.org/W6763818190","https://openalex.org/W6848007093"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W4317425110","https://openalex.org/W2605075650","https://openalex.org/W2467458628","https://openalex.org/W1976452733","https://openalex.org/W3132365667","https://openalex.org/W4280588131","https://openalex.org/W2581984175","https://openalex.org/W2603960055","https://openalex.org/W4205607169"],"abstract_inverted_index":{"As":[0],"more":[1],"than":[2],"75%":[3],"of":[4,26,64,155,179],"the":[5,24,49,60,90,118,122,126,136,153,161,167,176],"global":[6],"population":[7],"is":[8,18,150,175],"expected":[9],"to":[10,22,43,58,88,105,152],"live":[11],"in":[12,48,144,181],"urban":[13,65,110,145,172,182],"areas":[14,66],"by":[15],"2050,":[16],"there":[17],"an":[19,55],"urgent":[20],"need":[21],"assess":[23,59],"risk":[25,46,180],"natural":[27],"hazards":[28],"through":[29],"a":[30,98],"future-focused":[31],"lens":[32],"so":[33],"that":[34,160,171],"adequately":[35],"informed":[36],"spatial":[37,75],"planning":[38],"decisions":[39],"can":[40],"be":[41],"made":[42],"define":[44],"preventive":[45],"policies":[47],"upcoming":[50],"decades.":[51],"The":[52,77,147,157],"authors":[53,137],"propose":[54],"innovative":[56],"methodology":[57,149],"future":[61,109,141],"multi-hazard":[62,142,162],"exposure":[63,134,143,163],"based":[67],"on":[68],"remote":[69,81],"sensing":[70,82],"technologies":[71,83],"and":[72,74,96,107,125,170],"statistical":[73],"analysis.":[76],"authors,":[78],"specifically,":[79],"applied":[80,151],"combined":[84],"with":[85],"artificial":[86],"intelligence":[87],"map":[89],"built-up":[91],"area":[92],"automatically.":[93],"They":[94],"assessed":[95,138],"calibrated":[97],"transferable":[99],"Binary":[100],"Logistic":[101],"Regression":[102],"Model":[103],"(BLRM)":[104],"model":[106],"predict":[108],"growth":[111,128,174],"dynamics":[112],"under":[113],"different":[114],"scenarios,":[115],"such":[116],"as":[117,120],"business":[119],"usual,":[121],"slow":[123],"growth,":[124],"fast":[127],"scenarios.":[129],"Finally,":[130],"considering":[131],"specific":[132],"socioeconomic":[133,173],"indicators,":[135],"each":[139],"scenario\u2019s":[140],"areas.":[146],"proposed":[148],"Municipality":[154],"Rende.":[156],"results":[158],"revealed":[159],"significantly":[164],"changed":[165],"across":[166],"analyzed":[168],"scenarios":[169],"main":[177],"driver":[178],"environments.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
