{"id":"https://openalex.org/W4389988921","doi":"https://doi.org/10.1109/ghtc56179.2023.10354787","title":"Towards a Geospatial Household Natural Hazard Resilience Model in Rwanda","display_name":"Towards a Geospatial Household Natural Hazard Resilience Model in Rwanda","publication_year":2023,"publication_date":"2023-10-12","ids":{"openalex":"https://openalex.org/W4389988921","doi":"https://doi.org/10.1109/ghtc56179.2023.10354787"},"language":"en","primary_location":{"id":"doi:10.1109/ghtc56179.2023.10354787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc56179.2023.10354787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005968265","display_name":"Brian Tomaszewski","orcid":"https://orcid.org/0000-0002-3922-9860"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Brian Tomaszewski","raw_affiliation_strings":["Rochester Institute of Technology,Center for Geographic Information Science and Technology,Rochester,NY,USA","Center for Geographic Information Science and Technology, Rochester Institute of Technology, Rochester, NY, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Center for Geographic Information Science and Technology,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]},{"raw_affiliation_string":"Center for Geographic Information Science and Technology, Rochester Institute of Technology, Rochester, NY, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104084232","display_name":"Timothy Scott","orcid":null},"institutions":[{"id":"https://openalex.org/I1327163397","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08","country_code":"US","type":"education","lineage":["https://openalex.org/I1327163397"]},{"id":"https://openalex.org/I86500011","display_name":"Monroe Community College","ror":"https://ror.org/03psxy088","country_code":"US","type":"education","lineage":["https://openalex.org/I86500011"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy Scott","raw_affiliation_strings":["State University of New York – Monroe Community College,Department of Chemistry & Geosciences - Geography,Rochester,NY,USA"],"affiliations":[{"raw_affiliation_string":"State University of New York – Monroe Community College,Department of Chemistry & Geosciences - Geography,Rochester,NY,USA","institution_ids":["https://openalex.org/I86500011","https://openalex.org/I1327163397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078363577","display_name":"Jennifer Schneider","orcid":"https://orcid.org/0000-0002-7928-4733"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Schneider","raw_affiliation_strings":["Rochester Institute of Technology,Collaboratory for Resiliency and Recovery, Eugene Fram Chair of Applied Critcial Thinking,Rochester,NY,USA","Collaboratory for Resiliency and Recovery, Eugene Fram Chair of Applied Critcial Thinking, Rochester Institute of Technology, Rochester, NY, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Collaboratory for Resiliency and Recovery, Eugene Fram Chair of Applied Critcial Thinking,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]},{"raw_affiliation_string":"Collaboratory for Resiliency and Recovery, Eugene Fram Chair of Applied Critcial Thinking, Rochester Institute of Technology, Rochester, NY, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027181603","display_name":"Rebekah J. Walker","orcid":"https://orcid.org/0000-0002-7773-557X"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebekah Walker","raw_affiliation_strings":["Initiatives and Metadata Services Rochester Institute of Technology,The Wallace Center - Digital,Rochester,NY,USA","The Wallace Center - Digital, Initiatives and Metadata Services Rochester Institute of Technology, Rochester, NY, USA"],"affiliations":[{"raw_affiliation_string":"Initiatives and Metadata Services Rochester Institute of Technology,The Wallace Center - Digital,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]},{"raw_affiliation_string":"The Wallace Center - Digital, Initiatives and Metadata Services Rochester Institute of Technology, Rochester, NY, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066583619","display_name":"Gaspard Rwanyiziri","orcid":"https://orcid.org/0000-0001-8138-2538"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]},{"id":"https://openalex.org/I4210148345","display_name":"Rwanda Biomedical Center","ror":"https://ror.org/03jggqf79","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Gaspard Rwanyiziri","raw_affiliation_strings":["University of Rwanda,Centre for Geographic Information Systems and Remote Sensing,Kigali,Rwanda","Centre for Geographic Information Systems and Remote Sensing, University of Rwanda, Kigali, Rwanda"],"affiliations":[{"raw_affiliation_string":"University of Rwanda,Centre for Geographic Information Systems and Remote Sensing,Kigali,Rwanda","institution_ids":["https://openalex.org/I4210148345"]},{"raw_affiliation_string":"Centre for Geographic Information Systems and Remote Sensing, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093539372","display_name":"Jean Francois Christian Kwizera","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148345","display_name":"Rwanda Biomedical Center","ror":"https://ror.org/03jggqf79","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]},{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Jean Francois Christian Kwizera","raw_affiliation_strings":["University of Rwanda,Centre for Geographic Information Systems and Remote Sensing,Kigali,Rwanda","Centre for Geographic Information Systems and Remote Sensing, University of Rwanda, Kigali, Rwanda"],"affiliations":[{"raw_affiliation_string":"University of Rwanda,Centre for Geographic Information Systems and Remote Sensing,Kigali,Rwanda","institution_ids":["https://openalex.org/I4210148345"]},{"raw_affiliation_string":"Centre for Geographic Information Systems and Remote Sensing, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058717439","display_name":"Anthony Vodacek","orcid":"https://orcid.org/0000-0001-9196-0928"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Vodacek","raw_affiliation_strings":["Rochester Institute of Technology,Chester F. Carlson Center for Imaging Science,Rochester,NY,USA","Chester F. Carlson Center for Imaging Science, Rochester Institute of Technology, Rochester, NY, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Chester F. Carlson Center for Imaging Science,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]},{"raw_affiliation_string":"Chester F. Carlson Center for Imaging Science, Rochester Institute of Technology, Rochester, NY, USA","institution_ids":["https://openalex.org/I155173764"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5005968265"],"corresponding_institution_ids":["https://openalex.org/I155173764"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31075072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.9993000030517578,"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":0.9962000250816345,"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":0.9930999875068665,"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/geospatial-analysis","display_name":"Geospatial analysis","score":0.7633528709411621},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6463662385940552},{"id":"https://openalex.org/keywords/natural-hazard","display_name":"Natural hazard","score":0.6119480729103088},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.4977560341358185},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.4860575497150421},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.47811049222946167},{"id":"https://openalex.org/keywords/food-security","display_name":"Food security","score":0.47259029746055603},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4239242374897003},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.42317959666252136},{"id":"https://openalex.org/keywords/psychological-resilience","display_name":"Psychological resilience","score":0.41662535071372986},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.40578997135162354},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.38873928785324097},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1777077317237854},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16076692938804626},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13839009404182434},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.0972033143043518}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.7633528709411621},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6463662385940552},{"id":"https://openalex.org/C39410599","wikidata":"https://www.wikidata.org/wiki/Q3433179","display_name":"Natural hazard","level":2,"score":0.6119480729103088},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.4977560341358185},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.4860575497150421},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.47811049222946167},{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.47259029746055603},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4239242374897003},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.42317959666252136},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.41662535071372986},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.40578997135162354},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.38873928785324097},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1777077317237854},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16076692938804626},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13839009404182434},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0972033143043518},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ghtc56179.2023.10354787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc56179.2023.10354787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W839674838","https://openalex.org/W2135555519","https://openalex.org/W2155958287","https://openalex.org/W2777058480","https://openalex.org/W4212773456"],"related_works":["https://openalex.org/W4367313141","https://openalex.org/W2004086023","https://openalex.org/W2733999579","https://openalex.org/W2110217573","https://openalex.org/W4283374591","https://openalex.org/W4236177837","https://openalex.org/W2603694210","https://openalex.org/W3047244345","https://openalex.org/W3194154890","https://openalex.org/W2048650107"],"abstract_inverted_index":{"Household":[0],"resilience":[1,29,38,91,107,194,219],"to":[2,35,56,81,86,125,198],"natural":[3,27,89],"hazards":[4],"is":[5,72,183],"a":[6,135],"critical":[7],"issue":[8],"facing":[9],"society":[10],"with":[11,110],"the":[12,24,47,63,68,78],"advent":[13],"of":[14,23,65,77,115,130,137,142,192,201],"climate":[15],"change.":[16],"In":[17],"this":[18,99],"work,":[19],"we":[20],"developed":[21],"one":[22],"first":[25,79],"household":[26,37,103,128,143,193,202],"hazard":[28],"geospatial":[30,83],"models":[31],"for":[32],"Rwanda":[33],"designed":[34],"understand":[36,126],"at":[39],"detailed":[40],"spatial":[41],"resolutions.":[42],"We":[43],"evaluated":[44],"indicators":[45],"within":[46],"model":[48,206],"through":[49],"empirical":[50],"field":[51],"work":[52,69,80,119],"using":[53],"an":[54],"easy":[55],"deploy":[57],"survey":[58],"on":[59],"Android":[60],"tablets.":[61],"To":[62],"best":[64],"our":[66,118,205],"knowledge,":[67],"presented":[70,97],"here":[71],"innovative":[73],"as":[74,152,171,175,177,195],"it":[75,196],"some":[76],"use":[82],"technology-based":[84],"surveys":[85,92],"conduct":[87],"household-level":[88],"disaster":[90],"in":[93,98,190,204],"Rwanda.":[94,116],"Select":[95],"results":[96],"paper":[100],"indicated":[101],"that":[102,186],"vulnerabilities":[104],"and":[105,139,147,156,161,164,166,180,216],"subsequent":[106],"generally":[108,133,169],"matched":[109],"existing":[111,122],"district-level":[112],"risk":[113,123],"mapping":[114,124],"However,":[117],"went":[120],"beyond":[121],"individual":[127],"perceptions":[129],"resilience.":[131,144],"Respondents":[132],"reported":[134],"mix":[136],"positive":[138],"negative":[140],"drivers":[141],"General":[145],"security":[146],"economic":[148,178],"situation":[149,179],"was":[150],"perceived":[151,170],"very":[153,159],"insecure,":[154],"healthcare":[155],"education":[157],"were":[158,168],"secure,":[160],"utilities,":[162],"food":[163],"water,":[165],"housing":[167],"insecure":[172,176],"but":[173],"not":[174],"security.":[181],"There":[182],"much":[184],"more":[185],"can":[187],"be":[188],"understood":[189],"terms":[191],"relates":[197],"many":[199],"factors":[200],"resiliency":[203],"including":[207],"physical":[208],"vulnerabilities,":[209],"financial":[210],"capacity,":[211,215],"information":[212],"access,":[213],"technological":[214],"most":[217],"importantly,":[218],"perceptions.":[220]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}