{"id":"https://openalex.org/W6967827214","doi":"https://doi.org/10.5281/zenodo.14017092","title":"FloodCastBench: A Large-Scale Dataset and Foundation Models for Flood Modeling and Forecasting","display_name":"FloodCastBench: A Large-Scale Dataset and Foundation Models for Flood Modeling and Forecasting","publication_year":2024,"publication_date":"2024-10-31","ids":{"openalex":"https://openalex.org/W6967827214","doi":"https://doi.org/10.5281/zenodo.14017092"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.14017092","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14017092","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,"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"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.14017092","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xu, Qingsong","orcid":"https://orcid.org/0000-0002-0906-7290"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xu, Qingsong","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":"https://orcid.org/0000-0002-0906-7290","affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shi, Yilei","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shi, Yilei","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhao, Jie","orcid":"https://orcid.org/0000-0002-9638-3792"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zhao, Jie","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":"https://orcid.org/0000-0002-9638-3792","affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhu, Xiao Xiang","orcid":"https://orcid.org/0000-0001-5530-3613"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zhu, Xiao Xiang","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":"https://orcid.org/0000-0001-5530-3613","affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"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":true,"primary_topic":{"id":"https://openalex.org/T12545","display_name":"Global Education and Multiculturalism","score":0.492000013589859,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T12545","display_name":"Global Education and Multiculturalism","score":0.492000013589859,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T11300","display_name":"Global Educational Policies and Reforms","score":0.20909999310970306,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T13789","display_name":"Global Education Systems and Policies","score":0.019300000742077827,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/flood-myth","display_name":"Flood myth","score":0.9006999731063843},{"id":"https://openalex.org/keywords/georeference","display_name":"Georeference","score":0.5351999998092651},{"id":"https://openalex.org/keywords/flood-forecasting","display_name":"Flood forecasting","score":0.5131000280380249},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42160001397132874},{"id":"https://openalex.org/keywords/floodplain","display_name":"Floodplain","score":0.39959999918937683},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.36880001425743103},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.36239999532699585}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.9006999731063843},{"id":"https://openalex.org/C75145180","wikidata":"https://www.wikidata.org/wiki/Q772007","display_name":"Georeference","level":2,"score":0.5351999998092651},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.5131000280380249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46059998869895935},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42160001397132874},{"id":"https://openalex.org/C155681218","wikidata":"https://www.wikidata.org/wiki/Q193110","display_name":"Floodplain","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.39489999413490295},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.36880001425743103},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.36239999532699585},{"id":"https://openalex.org/C171730128","wikidata":"https://www.wikidata.org/wiki/Q5227290","display_name":"Data file","level":2,"score":0.3553999960422516},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3393999934196472},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32429999113082886},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.29580000042915344},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.295199990272522},{"id":"https://openalex.org/C2992660569","wikidata":"https://www.wikidata.org/wiki/Q8068","display_name":"River flood","level":3,"score":0.2904999852180481},{"id":"https://openalex.org/C29434407","wikidata":"https://www.wikidata.org/wiki/Q28208712","display_name":"Flood stage","level":4,"score":0.2865999937057495},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.28049999475479126},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2741999924182892},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C203689450","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial database","level":3,"score":0.2671000063419342},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.2599000036716461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.14017092","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14017092","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,"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":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.14017092","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14017092","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,"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Effective":[0],"flood":[1,12,16,37,44,61,74,79,89,98,114,125,130,254,269,317,330,346],"forecasting":[2,62,75,80,90,115,331],"is":[3,222],"crucial":[4],"for":[5,24,35,65,121,140,278,328,341],"informed":[6],"decision-making":[7],"and":[8,39,52,59,82,99,126,138,166,190,197,205,209,234,240,268,299,314,344],"emergency":[9],"response.":[10],"Existing":[11],"datasets":[13,63],"mainly":[14],"describe":[15],"events":[17],"but":[18],"lack":[19],"dynamic":[20,294],"process":[21,252],"data":[22,85,93,152,182,212,221,256,261,271,305],"suitable":[23],"machine":[25],"learning":[26],"(ML).":[27],"This":[28,67],"work":[29],"introduces":[30],"the":[31,72,77,83,95,100,122,127,141,177,243,251,310,316],"FloodCastBench":[32,55,249],"dataset,":[33],"designed":[34],"ML-based":[36],"modeling":[38],"forecasting,":[40],"featuring":[41],"four":[42],"major":[43],"events:":[45],"Pakistan":[46,97],"2022,":[47,51],"UK":[48,129],"2015,":[49],"Australia":[50,124],"Mozambique":[53,102],"2019.":[54],"provides":[56],"comprehensive":[57],"low-fidelity":[58,73,88],"high-fidelity":[60,78,113],"specifically":[64],"ML.":[66],"dataset":[68],"comprises":[69],"three":[70],"folders:":[71],"folder,":[76,81],"relevant":[84,181],"folder.":[86],"The":[87,112,180,201,219],"folder":[91,116,183],"includes":[92,184],"on":[94],"2022":[96,123],"2019":[101],"flood,":[103],"both":[104],"with":[105,131,144,159,259,296],"a":[106,132,145,160,225,283,323],"spatial":[107,133,146,235,298],"resolution":[108,134,147,162],"of":[109,135,148,163,227,242,253,325],"480":[110],"m.":[111,150],"contains":[117],"two":[118],"subfolders:":[119],"one":[120],"2015":[128],"30":[136],"m,":[137],"another":[139],"same":[142],"floods":[143],"60":[149],"All":[151],"files":[153,230,246],"are":[154,169,213,306],"stored":[155],"in":[156,216,224,247,337],"TIFF":[157,217,245],"format,":[158],"temporal":[161,301],"300":[164,174],"seconds,":[165],"file":[167],"names":[168],"numbered":[170],"sequentially,":[171],"incremented":[172],"every":[173],"seconds":[175],"until":[176],"simulation":[178],"endpoint.":[179],"five":[185],"subfiles:":[186],"DEM,":[187,202],"land":[188,191,203,206,265],"use":[189,204],"cover,":[192,207],"rainfall":[193,220],"data,":[194],"georeferenced":[195],"files,":[196],"initial":[198,210],"condition":[199,211],"files.":[200],"rainfall,":[208],"all":[214],"provided":[215],"format.":[218],"organized":[223],"format":[226],"year-month-day-hour-minute-second.":[228],"Georeferenced":[229],"provide":[231],"geographic":[232],"extent":[233],"reference":[236],"to":[237,290,308],"support":[238],"viewing":[239],"analysis":[241],"associated":[244],"GIS.":[248],"details":[250],"dynamics":[255],"acquisition,":[257],"starting":[258],"input":[260],"preparation":[262],"(e.g.,":[263,273],"topography,":[264],"use,":[266],"rainfall)":[267],"measurement":[270,304],"collection":[272],"SAR-based":[274],"maps,":[275],"surveyed":[276],"outlines)":[277],"hydrodynamic":[279,311],"modeling.":[280],"We":[281],"deploy":[282],"widely":[284],"recognized":[285],"finite":[286],"difference":[287],"numerical":[288],"solution":[289],"construct":[291],"high-resolution":[292],"spatiotemporal":[293],"processes":[295],"30-m":[297],"300-second":[300],"resolutions.":[302],"Flood":[303],"used":[307],"calibrate":[309],"model":[312],"parameters":[313],"validate":[315],"inundation":[318],"maps.":[319],"Furthermore,":[320],"we":[321],"establish":[322],"benchmark":[324],"foundational":[326],"models":[327,340],"neural":[329],"using":[332],"FloodCastBench,":[333],"validating":[334],"its":[335],"effectiveness":[336],"supporting":[338],"ML":[339],"spatiotemporal,":[342],"cross-regional,":[343],"downscaled":[345],"forecasting.":[347]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}