{"id":"https://openalex.org/W4205433451","doi":"https://doi.org/10.1109/access.2021.3135054","title":"Toward Effective Response to Natural Disasters: A Data Science Approach","display_name":"Toward Effective Response to Natural Disasters: A Data Science Approach","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4205433451","doi":"https://doi.org/10.1109/access.2021.3135054"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3135054","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3135054","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09648169.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09648169.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005477529","display_name":"Ghulam Mudassir","orcid":"https://orcid.org/0000-0002-1714-8146"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Ghulam Mudassir","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy. (e-mail: ghulam.mudassir@graduate.univaq.it)","Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1714-8146","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy. (e-mail: ghulam.mudassir@graduate.univaq.it)","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077365366","display_name":"Evans Etrue Howard","orcid":"https://orcid.org/0000-0002-6267-2713"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Evans Etrue Howard","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6267-2713","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049528234","display_name":"Lorenza Pasquini","orcid":"https://orcid.org/0000-0002-5759-858X"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenza Pasquini","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5759-858X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016039250","display_name":"Claudio Arbib","orcid":"https://orcid.org/0000-0002-0866-3795"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Arbib","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0866-3795","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022629456","display_name":"Eliseo Clementini","orcid":"https://orcid.org/0000-0002-3057-7105"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eliseo Clementini","raw_affiliation_strings":["Department of Industrial and Information Engineering and Economics, University of L\u2019Aquila, Italy","Department of Industrial and Information Engineering and Economics, University of L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3057-7105","affiliations":[{"raw_affiliation_string":"Department of Industrial and Information Engineering and Economics, University of L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Industrial and Information Engineering and Economics, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044201375","display_name":"Antinisca Di Marco","orcid":"https://orcid.org/0000-0001-7214-9945"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antinisca Di Marco","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036321638","display_name":"Giovanni Stilo","orcid":"https://orcid.org/0000-0002-2092-0213"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Stilo","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5005477529"],"corresponding_institution_ids":["https://openalex.org/I26415053"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.8677,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.74117611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"167827","last_page":"167844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/T10747","display_name":"Disaster Management and Resilience","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.6754788756370544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.618060290813446},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5039779543876648},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3286283314228058},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12514719367027283},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.10731014609336853},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08388563990592957}],"concepts":[{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.6754788756370544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.618060290813446},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5039779543876648},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3286283314228058},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12514719367027283},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10731014609336853},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08388563990592957},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2021.3135054","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3135054","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09648169.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:834cfd1b5af6410298c389ec010d7e18","is_oa":true,"landing_page_url":"https://doaj.org/article/834cfd1b5af6410298c389ec010d7e18","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 167827-167844 (2021)","raw_type":"article"},{"id":"pmh:oai:iris.luiss.it:11385/253732","is_oa":true,"landing_page_url":"https://hdl.handle.net/11385/253732","pdf_url":null,"source":{"id":"https://openalex.org/S4377196446","display_name":"IRIS - Institutional Research Information System (Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56441308","host_organization_name":"Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli","host_organization_lineage":["https://openalex.org/I56441308"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:140013","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/140013","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"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"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3135054","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3135054","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09648169.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4699999988079071,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G899169222","display_name":null,"funder_award_id":"871042","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205433451.pdf","grobid_xml":"https://content.openalex.org/works/W4205433451.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W98134077","https://openalex.org/W1661015828","https://openalex.org/W1974430909","https://openalex.org/W1988134233","https://openalex.org/W2004615188","https://openalex.org/W2013392669","https://openalex.org/W2039978868","https://openalex.org/W2042057194","https://openalex.org/W2048943078","https://openalex.org/W2061155671","https://openalex.org/W2071750539","https://openalex.org/W2076420529","https://openalex.org/W2078760801","https://openalex.org/W2080828328","https://openalex.org/W2091795836","https://openalex.org/W2096228398","https://openalex.org/W2137376472","https://openalex.org/W2144289036","https://openalex.org/W2232670709","https://openalex.org/W2292619652","https://openalex.org/W2541596079","https://openalex.org/W2551429935","https://openalex.org/W2560544563","https://openalex.org/W2568792041","https://openalex.org/W2588871007","https://openalex.org/W2611442323","https://openalex.org/W2769494446","https://openalex.org/W2781206783","https://openalex.org/W2895778696","https://openalex.org/W2972601085","https://openalex.org/W2973649431","https://openalex.org/W3022986933","https://openalex.org/W3037039474","https://openalex.org/W3086639327","https://openalex.org/W3159825779","https://openalex.org/W3199894409","https://openalex.org/W3208080471","https://openalex.org/W4210987317","https://openalex.org/W4214875199","https://openalex.org/W4230809916","https://openalex.org/W4255461896","https://openalex.org/W4297802673","https://openalex.org/W4298857966","https://openalex.org/W6639835975","https://openalex.org/W6681411522","https://openalex.org/W6694552041","https://openalex.org/W6728771711","https://openalex.org/W6733806273","https://openalex.org/W6767516482","https://openalex.org/W6783263561","https://openalex.org/W6802869306","https://openalex.org/W6812174136"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2387944524"],"abstract_inverted_index":{"Natural":[0],"disasters":[1],"can":[2,72],"cause":[3],"widespread":[4],"damage":[5],"to":[6,20,37,44,50,60,79,102,128,231,291,296],"buildings":[7,216],"and":[8,10,27,48,53,63,115,145,157,209,215,262,271],"infrastructures":[9],"kill":[11],"thousands":[12],"of":[13,108,148,186,197,202,251,274],"living":[14],"beings.":[15],"These":[16],"events":[17],"are":[18,281],"difficult":[19],"be":[21,38,74],"overcome":[22,80],"both":[23,141,164,268],"by":[24,28,112,139],"the":[25,131,133,142,146,149,165,187,194,198,223,235,264,275],"populations":[26],"government":[29],"authorities.":[30],"Two":[31],"challenging":[32],"issues":[33],"require":[34],"in":[35,234,283],"particular":[36],"addressed:":[39],"find":[40],"an":[41,92,105,109,113,245,293],"effective":[42,294],"way":[43],"evacuate":[45,61,233],"people":[46,62,241],"first,":[47],"later":[49],"rebuild":[51],"houses":[52],"other":[54],"infrastructures.":[55],"An":[56],"adequate":[57],"recovery":[58],"strategy":[59],"start":[64],"reconstructing":[65],"damaged":[66],"areas":[67],"on":[68,95,122,162,193,211,222],"a":[69,75,97,117,170,249,284],"priority":[70],"basis":[71],"then":[73],"game":[76],"changer":[77],"allowing":[78],"effectively":[81],"those":[82],"terrible":[83],"circumstances.":[84],"In":[85],"this":[86,181],"perspective,":[87],"we":[88,190,228,257],"here":[89],"present":[90],"DiReCT,":[91],"approach":[93],"based":[94,121],"i)":[96],"dynamic":[98],"optimization":[99],"model":[100],"designed":[101],"timely":[103],"formulate":[104],"evacuation":[106],"plan":[107],"area":[110,247],"struck":[111],"earthquake,":[114],"ii)":[116],"decision":[118],"support":[119],"system,":[120],"double":[123],"deep":[124],"Q":[125],"Network,":[126],"able":[127],"guide":[129],"efficiently":[130],"reconstruction":[132,260],"affected":[134],"areas.":[135],"The":[136,160,278],"latter":[137],"works":[138],"considering":[140,267],"resources":[143],"available":[144],"needs":[147],"various":[150],"stakeholders":[151],"involved":[152],"(e.g.,":[153],"residents":[154],"social":[155,269],"benefits":[156,270],"political":[158,272],"priorities).":[159],"ground":[161],"which":[163],"above":[166],"solutions":[167],"stand":[168],"was":[169],"dedicated":[171],"geographical":[172],"data":[173,208,287],"extraction":[174],"algorithm,":[175],"called":[176],"\u201cGisToGraph\u201d,":[177],"especially":[178],"developed":[179],"for":[180],"purpose.":[182],"To":[183],"check":[184],"applicability":[185],"whole":[188],"approach,":[189],"dovetailed":[191],"it":[192],"real":[195],"use-case":[196],"historical":[199],"city":[200],"center":[201],"L\u2019Aquila":[203],"(Italy)":[204],"using":[205,255],"detailed":[206],"GIS":[207],"information":[210],"urban":[212],"land":[213],"structure":[214],"vulnerability.":[217],"Several":[218],"simulations":[219],"were":[220],"run":[221],"underlining":[224],"network":[225],"generated.":[226],"First,":[227],"ran":[229],"experiments":[230],"safely":[232],"shortest":[236],"possible":[237,243],"time":[238],"as":[239,242],"many":[240],"from":[244],"endangered":[246],"towards":[248],"set":[250],"safe":[252],"places.":[253],"Then,":[254],"DDQN,":[256],"generated":[258],"different":[259],"plans":[261],"selected":[263],"best":[265],"ones":[266],"priorities":[273],"building":[276],"units.":[277],"described":[279],"approaches":[280],"comprised":[282],"more":[285],"general":[286],"science":[288],"framework":[289],"delved":[290],"produce":[292],"response":[295],"natural":[297],"disasters.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}