{"id":"https://openalex.org/W4388009612","doi":"https://doi.org/10.3390/rs15215160","title":"Empowering Climate Resilience: Leveraging Cloud Computing and Big Data for Community Climate Change Impact Service (C3IS)","display_name":"Empowering Climate Resilience: Leveraging Cloud Computing and Big Data for Community Climate Change Impact Service (C3IS)","publication_year":2023,"publication_date":"2023-10-28","ids":{"openalex":"https://openalex.org/W4388009612","doi":"https://doi.org/10.3390/rs15215160"},"language":"en","primary_location":{"id":"doi:10.3390/rs15215160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15215160","pdf_url":"https://www.mdpi.com/2072-4292/15/21/5160/pdf?version=1698486649","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/2072-4292/15/21/5160/pdf?version=1698486649","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030905020","display_name":"Eugene Levin","orcid":"https://orcid.org/0000-0002-8127-3208"},"institutions":[{"id":"https://openalex.org/I118073183","display_name":"Meharry Medical College","ror":"https://ror.org/00k63dq23","country_code":"US","type":"education","lineage":["https://openalex.org/I118073183"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eugene Levin","raw_affiliation_strings":["School of Applied Computational Sciences, Meharry Medical College, Nashville, TN 37208, USA"],"affiliations":[{"raw_affiliation_string":"School of Applied Computational Sciences, Meharry Medical College, Nashville, TN 37208, USA","institution_ids":["https://openalex.org/I118073183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052842189","display_name":"Nail Beisekenov","orcid":"https://orcid.org/0000-0003-4014-2903"},"institutions":[{"id":"https://openalex.org/I184692499","display_name":"Austin Peay State University","ror":"https://ror.org/05tx3bv88","country_code":"US","type":"education","lineage":["https://openalex.org/I184692499"]},{"id":"https://openalex.org/I4210117727","display_name":"D. Serikbayev East Kazakhstan State Technical University","ror":"https://ror.org/02xbhbx68","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210117727"]}],"countries":["KZ","US"],"is_corresponding":false,"raw_author_name":"Nail Beisekenov","raw_affiliation_strings":["GIS Center, Austin Peay State University, Clarksville, TN 37044, USA","Priority Department Centre \u00abVeritas\u00bb D. Serikbayev, East Kazakhstan Technical University, Ust-Kamenogorsk 070000, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"GIS Center, Austin Peay State University, Clarksville, TN 37044, USA","institution_ids":["https://openalex.org/I184692499"]},{"raw_affiliation_string":"Priority Department Centre \u00abVeritas\u00bb D. Serikbayev, East Kazakhstan Technical University, Ust-Kamenogorsk 070000, Kazakhstan","institution_ids":["https://openalex.org/I4210117727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103006532","display_name":"Michael Wilson","orcid":"https://orcid.org/0000-0002-2946-2140"},"institutions":[{"id":"https://openalex.org/I184692499","display_name":"Austin Peay State University","ror":"https://ror.org/05tx3bv88","country_code":"US","type":"education","lineage":["https://openalex.org/I184692499"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Wilson","raw_affiliation_strings":["GIS Center, Austin Peay State University, Clarksville, TN 37044, USA"],"affiliations":[{"raw_affiliation_string":"GIS Center, Austin Peay State University, Clarksville, TN 37044, USA","institution_ids":["https://openalex.org/I184692499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075435852","display_name":"Marzhan Anuarbekovna Sadenova","orcid":"https://orcid.org/0000-0002-2870-6668"},"institutions":[{"id":"https://openalex.org/I4210117727","display_name":"D. Serikbayev East Kazakhstan State Technical University","ror":"https://ror.org/02xbhbx68","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210117727"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Marzhan Sadenova","raw_affiliation_strings":["Priority Department Centre \u00abVeritas\u00bb D. Serikbayev, East Kazakhstan Technical University, Ust-Kamenogorsk 070000, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"Priority Department Centre \u00abVeritas\u00bb D. Serikbayev, East Kazakhstan Technical University, Ust-Kamenogorsk 070000, Kazakhstan","institution_ids":["https://openalex.org/I4210117727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087075712","display_name":"Rosemary Nabaweesi","orcid":"https://orcid.org/0000-0003-2467-4731"},"institutions":[{"id":"https://openalex.org/I118073183","display_name":"Meharry Medical College","ror":"https://ror.org/00k63dq23","country_code":"US","type":"education","lineage":["https://openalex.org/I118073183"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rosemary Nabaweesi","raw_affiliation_strings":["Department of Public Health, School of Graduate Studies, Meharry Medical College, Nashville, TN 37208, USA"],"affiliations":[{"raw_affiliation_string":"Department of Public Health, School of Graduate Studies, Meharry Medical College, Nashville, TN 37208, USA","institution_ids":["https://openalex.org/I118073183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101729793","display_name":"Long Nguyen","orcid":"https://orcid.org/0000-0001-7673-7955"},"institutions":[{"id":"https://openalex.org/I118073183","display_name":"Meharry Medical College","ror":"https://ror.org/00k63dq23","country_code":"US","type":"education","lineage":["https://openalex.org/I118073183"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Long Nguyen","raw_affiliation_strings":["School of Applied Computational Sciences, Meharry Medical College, Nashville, TN 37208, USA"],"affiliations":[{"raw_affiliation_string":"School of Applied Computational Sciences, Meharry Medical College, Nashville, TN 37208, USA","institution_ids":["https://openalex.org/I118073183"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030905020"],"corresponding_institution_ids":["https://openalex.org/I118073183"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.6631,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93690358,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"15","issue":"21","first_page":"5160","last_page":"5160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9962999820709229,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9962999820709229,"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9763000011444092,"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/computer-science","display_name":"Computer science","score":0.713037371635437},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.6909862756729126},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6850994825363159},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.5315888524055481},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5004396438598633},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4445362687110901},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.44087567925453186},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.44087332487106323},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41539299488067627},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37953200936317444},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.21194851398468018},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14261513948440552},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1411406695842743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713037371635437},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.6909862756729126},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6850994825363159},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5315888524055481},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5004396438598633},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4445362687110901},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.44087567925453186},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.44087332487106323},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41539299488067627},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37953200936317444},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.21194851398468018},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14261513948440552},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1411406695842743},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15215160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15215160","pdf_url":"https://www.mdpi.com/2072-4292/15/21/5160/pdf?version=1698486649","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:13db30a0caf9438ca9a1abc568a38c5f","is_oa":true,"landing_page_url":"https://doaj.org/article/13db30a0caf9438ca9a1abc568a38c5f","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 21, p 5160 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15215160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15215160","pdf_url":"https://www.mdpi.com/2072-4292/15/21/5160/pdf?version=1698486649","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320319153","display_name":"Ministry of Agriculture of the Republic of Kazakhstan","ror":null},{"id":"https://openalex.org/F4320337534","display_name":"National Institute on Minority Health and Health Disparities","ror":"https://ror.org/0493hgw16"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388009612.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1967135612","https://openalex.org/W2015037454","https://openalex.org/W2019569404","https://openalex.org/W2031878298","https://openalex.org/W2153763028","https://openalex.org/W2624720243","https://openalex.org/W2741922227","https://openalex.org/W2790354459","https://openalex.org/W2913115011","https://openalex.org/W2943963189","https://openalex.org/W2980626289","https://openalex.org/W3018762055","https://openalex.org/W3023058341","https://openalex.org/W3045004897","https://openalex.org/W3045585619","https://openalex.org/W3082766779","https://openalex.org/W3138916888","https://openalex.org/W3151692157","https://openalex.org/W3152793483","https://openalex.org/W4200605290","https://openalex.org/W4224308773","https://openalex.org/W4287963072","https://openalex.org/W4288420805","https://openalex.org/W4293731545","https://openalex.org/W4321993916","https://openalex.org/W4379386207","https://openalex.org/W4381610792","https://openalex.org/W4385283359","https://openalex.org/W6850920769","https://openalex.org/W6853273797","https://openalex.org/W7034073662"],"related_works":["https://openalex.org/W4367313141","https://openalex.org/W2733999579","https://openalex.org/W2910751785","https://openalex.org/W2110217573","https://openalex.org/W4366547507","https://openalex.org/W4283374591","https://openalex.org/W2004086023","https://openalex.org/W2094757258","https://openalex.org/W4387891126","https://openalex.org/W1595427329"],"abstract_inverted_index":{"The":[0,80,101,130,162],"challenges":[1],"associated":[2],"with":[3,64,73,99],"climate":[4,23,50,93,184],"change":[5,185],"are":[6,106],"increasing,":[7],"so":[8],"there":[9],"is":[10,54,137],"an":[11,65,116,124],"urgent":[12],"need":[13],"for":[14,172,182],"modern":[15],"tools":[16,63],"to":[17,109,114,142],"effectively":[18],"assess,":[19],"predict":[20],"and":[21,86,123,139,158,177],"minimise":[22],"risks.":[24],"This":[25],"research":[26],"paper":[27],"presents":[28],"the":[29,32,35,74,107,111,134,143,149,165,169,173],"results":[30],"of":[31,34,62,91,103,120,127,133,145,153,168,179],"development":[33,178],"innovative":[36],"Community":[37],"Climate":[38],"Change":[39],"Impacts":[40],"Service":[41],"(C3IS)":[42],"system,":[43],"which":[44],"represents":[45],"a":[46,55,59],"paradigm":[47],"shift":[48],"in":[49],"risk":[51,94],"analysis.":[52],"C3IS":[53,81,170],"module":[56,82,136,171],"that":[57],"includes":[58],"pioneering":[60],"set":[61],"interactive":[66],"application":[67,167],"programming":[68],"interface":[69],"(API)":[70],"fully":[71],"integrated":[72],"Google":[75],"Earth":[76],"Engine":[77],"(GEE)":[78],"platform.":[79],"enables":[83],"lightning-fast":[84],"collection":[85],"visualisation":[87],"(in":[88],"real":[89],"time)":[90],"critical":[92],"data":[95,122,160],"through":[96],"flexible":[97],"integration":[98,105],"GEE.":[100],"advantages":[102],"this":[104],"ability":[108],"use":[110],"GEE":[112],"platform":[113],"access":[115],"extensive":[117],"petabyte-scale":[118],"catalogue":[119],"geospatial":[121],"ever-expanding":[125],"database":[126],"satellite":[128],"imagery.":[129],"defining":[131],"feature":[132],"developed":[135],"accessibility":[138],"usability":[140],"due":[141],"exclusion":[144],"operations":[146],"such":[147],"as":[148],"time-consuming":[150],"preliminary":[151],"processing":[152],"\u201cbig":[154],"data\u201d;":[155],"complex":[156],"modelling;":[157],"large-scale":[159],"storage.":[161],"study":[163],"shows":[164],"promising":[166],"operational":[174],"decision":[175],"making":[176],"sound":[180],"strategies":[181],"effective":[183],"mitigation.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":6}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
