{"id":"https://openalex.org/W4408565600","doi":"https://doi.org/10.1109/icdmw65004.2024.00104","title":"Landslide-as-a-Service: Standards-driven Landslide Mapping Framework using Machine Learning and GeoDataCube","display_name":"Landslide-as-a-Service: Standards-driven Landslide Mapping Framework using Machine Learning and GeoDataCube","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4408565600","doi":"https://doi.org/10.1109/icdmw65004.2024.00104"},"language":"en","primary_location":{"id":"doi:10.1109/icdmw65004.2024.00104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw65004.2024.00104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Data Mining Workshops (ICDMW)","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/A5066319753","display_name":"Chetan Mahajan","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Chetan Mahajan","raw_affiliation_strings":["Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056007385","display_name":"Rajat C. Shinde","orcid":"https://orcid.org/0000-0002-9505-6204"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajat Shinde","raw_affiliation_strings":["The University of Alabama in Huntsville,AL,U.S.A"],"affiliations":[{"raw_affiliation_string":"The University of Alabama in Huntsville,AL,U.S.A","institution_ids":["https://openalex.org/I82495205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001418084","display_name":"G\u00e9rald Fenoy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092141","display_name":"Laboratoire de G\u00e9ographie Physique et Environnementale","ror":"https://ror.org/00e4pqm50","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I4210092141","https://openalex.org/I4210107625","https://openalex.org/I65806277"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G\u00e9rald Fenoy","raw_affiliation_strings":["GeoLabs SARL,France"],"affiliations":[{"raw_affiliation_string":"GeoLabs SARL,France","institution_ids":["https://openalex.org/I4210092141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052217638","display_name":"Surya S. Durbha","orcid":"https://orcid.org/0000-0003-1022-8378"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Surya S. Durbha","raw_affiliation_strings":["Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay,Centre of Studies in Resources Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066319753"],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42298903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"756","last_page":"761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10535","display_name":"Landslides and related hazards","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9144999980926514,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9006999731063843,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.926838755607605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6059511303901672},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.501162052154541},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2835351228713989},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1640489101409912}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.926838755607605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6059511303901672},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.501162052154541},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2835351228713989},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1640489101409912},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdmw65004.2024.00104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw65004.2024.00104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2135228726","https://openalex.org/W2302501749","https://openalex.org/W2341130385","https://openalex.org/W2345524696","https://openalex.org/W2509507403","https://openalex.org/W2594847594","https://openalex.org/W2604239613","https://openalex.org/W2605433586","https://openalex.org/W2725897987","https://openalex.org/W2790230321","https://openalex.org/W2951991161","https://openalex.org/W2999971033","https://openalex.org/W3160531185","https://openalex.org/W3206634001","https://openalex.org/W3213836327","https://openalex.org/W4213266882","https://openalex.org/W4226375172","https://openalex.org/W4283163653","https://openalex.org/W4316037202","https://openalex.org/W4399762646","https://openalex.org/W6762107650","https://openalex.org/W6798289343","https://openalex.org/W6846463734","https://openalex.org/W6853486969","https://openalex.org/W6862716040","https://openalex.org/W6868619876","https://openalex.org/W6892253642"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2389676928","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W4212972401","https://openalex.org/W2389287188","https://openalex.org/W3081499580"],"abstract_inverted_index":{"of":[0,48,133,138,147],"Earth":[1],"Observation":[2],"(EO)":[3],"data":[4,16,19,92,120,124,134],"has":[5,20],"significantly":[6],"increased,":[7],"but":[8],"challenges":[9],"in":[10,93],"accessing,":[11],"managing,":[12],"and":[13,29,34,46,69,115,126,136,149,157],"storing":[14],"this":[15,128],"persist.":[17],"EO":[18],"been":[21,82],"shown":[22],"to":[23,30,71,100],"be":[24],"effective":[25],"for":[26,78,105,122,160],"post-disaster":[27],"mapping":[28],"support":[31],"disaster":[32],"response":[33],"recovery":[35],"efforts.":[36],"Landslides,":[37],"a":[38,102],"major":[39],"natural":[40],"hazard,":[41],"can":[42],"cause":[43],"significant":[44],"damage":[45],"loss":[47],"life,":[49],"often":[50,67],"triggered":[51],"by":[52],"extreme":[53],"weather":[54],"events":[55],"such":[56],"as":[57],"heavy":[58],"rainfall":[59],"or":[60],"earthquakes.":[61],"Traditional":[62],"landslide":[63,79,107],"detection":[64,80],"methods":[65,86],"are":[66],"time-consuming":[68],"prone":[70],"inaccuracies.":[72],"Various":[73],"techniques":[74],"utilizing":[75],"satellite":[76],"imagery":[77],"have":[81],"developed;":[83],"however,":[84],"these":[85],"typically":[87],"rely":[88],"on":[89,110],"locally":[90],"stored":[91],"different":[94,154],"formats.":[95],"The":[96],"proposed":[97,162],"framework":[98,129],"seeks":[99],"establish":[101],"standardized":[103,123],"approach":[104],"spatio-temporal":[106],"detection,":[108],"based":[109],"Open":[111],"Geospatial":[112],"Consortium":[113],"(OGC)":[114],"open-source":[116],"standards.":[117],"By":[118],"incorporating":[119],"cubes":[121,135],"access":[125],"management,":[127],"enables":[130,142],"the":[131,161],"integration":[132],"modification":[137],"algorithmic":[139],"parameters.":[140],"This":[141],"easier":[143],"modifications,":[144],"reproducibility,":[145],"scalability":[146],"workflows,":[148],"enhances":[150],"user":[151],"accessibility":[152],"across":[153],"domains.":[155],"Code":[156],"supporting":[158],"files":[159],"research":[163],"is":[164],"available":[165],"at":[166],"https://github.com/GeoLabs/cdrp-eoap.":[167]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}