{"id":"https://openalex.org/W7214730397","doi":"https://doi.org/10.5281/zenodo.23024080","title":"Creek Fire Snow Persistence GeoAI: analysis-ready panels, diagnostics, and supporting rasters for the 2020 Creek Fire","display_name":"Creek Fire Snow Persistence GeoAI: analysis-ready panels, diagnostics, and supporting rasters for the 2020 Creek Fire","publication_year":2026,"publication_date":"2026-09-28","ids":{"openalex":"https://openalex.org/W7214730397","doi":"https://doi.org/10.5281/zenodo.23024080"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23024080","doi":"https://doi.org/10.5281/zenodo.23024080","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23024080","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"volume":null,"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23024080","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099045207","display_name":"Parastoo Farajpoor","orcid":"https://orcid.org/0009-0003-1457-2683","observed_orcids":["https://orcid.org/0009-0003-1457-2683"]},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farajpoor, Parastoo","raw_affiliation_strings":["University of California, Davis"],"raw_orcid":"https://orcid.org/0009-0003-1457-2683","affiliations":[{"raw_affiliation_string":"University of California, Davis","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070844683","display_name":"Mohammadreza Narimani","orcid":"https://orcid.org/0009-0001-7302-405X","observed_orcids":["https://orcid.org/0009-0001-7302-405X"]},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Narimani, Mohammadreza","raw_affiliation_strings":["University of California, Davis"],"raw_orcid":"https://orcid.org/0009-0001-7302-405X","affiliations":[{"raw_affiliation_string":"University of California, Davis","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10555","display_name":"Fire effects on ecosystems","score":0.9672999978065491,"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/T10555","display_name":"Fire effects on ecosystems","score":0.9672999978065491,"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":0.008700000122189522,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.002300000051036477,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/wildfire-severity","display_name":"wildfire severity","score":0.9580000042915344},{"id":"https://openalex.org/keywords/burned-area","display_name":"burned area","score":0.4129999876022339},{"id":"https://openalex.org/keywords/snowpack","display_name":"snowpack","score":0.4000000059604645},{"id":"https://openalex.org/keywords/sierra-nevada","display_name":"Sierra Nevada","score":0.5789999961853027},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.6790000200271606},{"id":"https://openalex.org/keywords/shap","display_name":"SHAP","score":0.8240000009536743},{"id":"https://openalex.org/keywords/spatial-cross-validation","display_name":"spatial cross-validation","score":0.703000009059906},{"id":"https://openalex.org/keywords/sentinel-2","display_name":"Sentinel-2","score":0.5699999928474426},{"id":"https://openalex.org/keywords/modis","display_name":"MODIS","score":0.4129999876022339},{"id":"https://openalex.org/keywords/elevation","display_name":"altitude","score":0.44200000166893005},{"id":"https://openalex.org/keywords/winter-temperature","display_name":"winter temperature","score":0.8859999775886536},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.4099999964237213}],"concepts":[{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.795799970626831},{"id":"https://openalex.org/C2781009140","wikidata":"https://www.wikidata.org/wiki/Q7170389","display_name":"Persistence (discontinuity)","level":2,"score":0.7735999822616577},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.614300012588501},{"id":"https://openalex.org/C2983043445","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow cover","level":3,"score":0.4975999891757965},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.4887000024318695},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.4088999927043915},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.40220001339912415},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.3788999915122986},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3677000105381012},{"id":"https://openalex.org/C2983008078","wikidata":"https://www.wikidata.org/wiki/Q863495","display_name":"Grid cell","level":3,"score":0.2937000095844269},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23024080","doi":"https://doi.org/10.5281/zenodo.23024080","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23024080","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.23024081","doi":"https://doi.org/10.5281/zenodo.23024081","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23024081","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23024080","doi":"https://doi.org/10.5281/zenodo.23024080","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23024080","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.685699999332428,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7214911537","https://openalex.org/W7216017263","https://openalex.org/W4233183047","https://openalex.org/W7214236022","https://openalex.org/W7163140062","https://openalex.org/W2014194916","https://openalex.org/W7201882121","https://openalex.org/W3006014279","https://openalex.org/W4381085758","https://openalex.org/W7064272222"],"abstract_inverted_index":{"Analysis-ready":[0],"geospatial":[1],"products":[2],"and":[3,40,71,77,89,146],"diagnostics":[4],"for":[5],"a":[6],"multisource":[7],"GeoAI":[8,30],"study":[9,50],"of":[10,32,44],"post-fire":[11],"snow":[12,154],"persistence":[13,81,108],"after":[14],"the":[15,33],"2020":[16,34],"Creek":[17,35],"Fire":[18,36],"(Sierra":[19],"Nevada,":[20],"California).":[21],"From":[22],"Wildfire":[23],"Severity":[24],"to":[25],"Snow":[26],"Persistence:":[27],"A":[28],"Multisource":[29],"Study":[31],"Authors:":[37],"Parastoo":[38],"Farajpoor":[39],"Mohammadreza":[41],"Narimani":[42],"(University":[43],"California,":[45],"Davis).":[46],"Contents":[47],"CreekFire_Snow_Persistence_GeoAI_derived_data.zip":[48],"\u2014":[49,74],"boundary,":[51],"matched":[52],"BACI":[53,109,116],"panel,":[54],"analysis":[55],"cells,":[56],"manuscript":[57],"tables,":[58],"spatial-CV":[59],"/":[60,62],"SHAP":[61,129],"OOF":[63],"diagnostics,":[64],"final":[65],"figures":[66],"01\u201309,":[67],"replication":[68],"scripts,":[69],"manifests,":[70],"documentation.":[72],"CreekFire_Snow_Persistence_GeoAI_supporting_rasters.zip":[73],"clipped":[75],"HLS":[76],"MODIS":[78],"500":[79,93,137],"m":[80],"stacks,":[82],"SDD-proxy":[83],"rasters,":[84],"Copernicus":[85],"DEM":[86],"AOI":[87],"clip,":[88],"Sentinel-2":[90],"severity":[91],"at":[92],"m.":[94],"Locked":[95],"results.":[96],"Matched":[97],"pairs":[98],"n":[99,104],"=":[100,105,110,117,123,127],"3,778;":[101],"ML":[102],"cell-years":[103],"22,665.":[106],"Overall":[107],"+0.0017":[111],"(95%":[112],"CI":[113],"0.0003\u20130.0032);":[114],"high-severity":[115],"+0.026.":[118],"Spatial-CV":[119],"XGBoost":[120],"level":[121],"R\u00b2":[122,126],"0.811;":[124],"anomaly":[125],"0.046.":[128],"elevation":[130],"+":[131],"winter":[132],"temperature":[133],"\u2248":[134],"65.7%.":[135],"Grid":[136],"m,":[138],"EPSG:32611.":[139],"Companion":[140],"code:":[141],"https://github.com/MohammadrezaNarimaniUCDavis/CreekFire_Snow_Persistence_GeoAI":[142],"Products":[143],"support":[144],"association":[145],"spatially":[147],"honest":[148],"screening;":[149],"they":[150],"are":[151],"not":[152],"operational":[153],"forecasts.":[155],"Source":[156],"layers":[157],"retain":[158],"original":[159],"licenses.":[160]},"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2026-09-30T00:00:00"}