{"id":"https://openalex.org/W2321029570","doi":"https://doi.org/10.2514/6.2012-2545","title":"Using a Weather-based Data Driven Approach For Landslide Prediction","display_name":"Using a Weather-based Data Driven Approach For Landslide Prediction","publication_year":2012,"publication_date":"2012-06-19","ids":{"openalex":"https://openalex.org/W2321029570","doi":"https://doi.org/10.2514/6.2012-2545","mag":"2321029570"},"language":"en","primary_location":{"id":"doi:10.2514/6.2012-2545","is_oa":false,"landing_page_url":"https://doi.org/10.2514/6.2012-2545","pdf_url":null,"source":{"id":"https://openalex.org/S4306513317","display_name":"Infotech@Aerospace 2012","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infotech@Aerospace 2012","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/A5063359919","display_name":"Natasha Markuzon","orcid":"https://orcid.org/0000-0002-5229-339X"},"institutions":[{"id":"https://openalex.org/I1343143571","display_name":"Draper Laboratory","ror":"https://ror.org/04378d909","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343143571"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Natasha Markuzon","raw_affiliation_strings":["Draper Laboratory"],"affiliations":[{"raw_affiliation_string":"Draper Laboratory","institution_ids":["https://openalex.org/I1343143571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103490471","display_name":"John Regan","orcid":null},"institutions":[{"id":"https://openalex.org/I1343143571","display_name":"Draper Laboratory","ror":"https://ror.org/04378d909","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343143571"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Regan","raw_affiliation_strings":["Draper Laboratory"],"affiliations":[{"raw_affiliation_string":"Draper Laboratory","institution_ids":["https://openalex.org/I1343143571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111919739","display_name":"C. L. Slesnick","orcid":null},"institutions":[{"id":"https://openalex.org/I1343143571","display_name":"Draper Laboratory","ror":"https://ror.org/04378d909","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343143571"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine Slesnick","raw_affiliation_strings":["Draper Laboratory"],"affiliations":[{"raw_affiliation_string":"Draper Laboratory","institution_ids":["https://openalex.org/I1343143571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063359919"],"corresponding_institution_ids":["https://openalex.org/I1343143571"],"apc_list":null,"apc_paid":null,"fwci":1.1388,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88006433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":1.0,"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":1.0,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.977400004863739,"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/T10644","display_name":"Cryospheric studies and observations","score":0.9685999751091003,"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/landslide","display_name":"Landslide","score":0.8123865127563477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5425965189933777},{"id":"https://openalex.org/keywords/weather-prediction","display_name":"Weather prediction","score":0.4562472403049469},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.4292333424091339},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.32149726152420044},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.30897077918052673},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.16254210472106934},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08046263456344604}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.8123865127563477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5425965189933777},{"id":"https://openalex.org/C2987469573","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather prediction","level":2,"score":0.4562472403049469},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.4292333424091339},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.32149726152420044},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.30897077918052673},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.16254210472106934},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08046263456344604}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2514/6.2012-2545","is_oa":false,"landing_page_url":"https://doi.org/10.2514/6.2012-2545","pdf_url":null,"source":{"id":"https://openalex.org/S4306513317","display_name":"Infotech@Aerospace 2012","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infotech@Aerospace 2012","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1521295782","https://openalex.org/W1555630029","https://openalex.org/W1873332500","https://openalex.org/W2036679751","https://openalex.org/W2044622173","https://openalex.org/W2072655584","https://openalex.org/W2074401196","https://openalex.org/W2096149767","https://openalex.org/W2161160262","https://openalex.org/W2162196186","https://openalex.org/W2164405141","https://openalex.org/W2314389726","https://openalex.org/W2891905774","https://openalex.org/W4205617282","https://openalex.org/W4212787558"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2970320467","https://openalex.org/W2958561312","https://openalex.org/W4065891","https://openalex.org/W2958409700","https://openalex.org/W2321020009","https://openalex.org/W2403122597","https://openalex.org/W80441619","https://openalex.org/W2782543925","https://openalex.org/W2071051902"],"abstract_inverted_index":{"Landslides":[0],"are":[1,19,85],"one":[2,70],"of":[3,11,52],"the":[4,96],"most":[5],"damaging":[6],"geohazard":[7],"phenomena":[8],"in":[9,83],"terms":[10],"historical":[12],"death":[13],"tolls":[14],"and":[15,40,62,75],"socio-economic":[16],"losses.":[17],"We":[18,58,90],"using":[20],"a":[21,112],"data":[22],"driven":[23],"approach":[24],"to":[25,66,72,78,94,100,105,111],"forecast":[26],"landslides":[27],"by":[28],"combining":[29],"multiple":[30],"parameters":[31],"including":[32],"weather":[33,80,115],"conditions,":[34],"slope":[35],"height,":[36],"soil":[37],"density,":[38],"vegetation,":[39],"drainage":[41],"area.":[42],"The":[43],"current":[44],"paper":[45],"specifically":[46],"focuses":[47],"on":[48],"results":[49],"from":[50],"analysis":[51],"how":[53],"weather-related":[54],"patterns":[55,81],"affect":[56],"landslides.":[57],"use":[59,91],"threshold-based,":[60],"supervised,":[61],"unsupervised":[63],"learning":[64],"methods":[65],"describe":[67],"long-term":[68],"(from":[69],"month":[71],"several":[73],"months)":[74],"short-term":[76],"(hours":[77],"days)":[79],"that":[82],"combination":[84],"correlated":[86],"with":[87],"landslide":[88,101],"occurrence.":[89],"clustering":[92],"techniques":[93],"partition":[95],"feature":[97],"space":[98],"according":[99],"likelihood":[102],"allowing":[103],"us":[104],"create":[106],"more":[107],"granular":[108],"forecasts":[109],"specific":[110],"given":[113],"multi-dimensional":[114],"pattern.":[116]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
