{"id":"https://openalex.org/W7155862475","doi":"https://doi.org/10.48550/arxiv.2604.22333","title":"ChangeQuery: Advancing Remote Sensing Change Analysis for Natural and Human-Induced Disasters from Visual Detection to Semantic Understanding","display_name":"ChangeQuery: Advancing Remote Sensing Change Analysis for Natural and Human-Induced Disasters from Visual Detection to Semantic Understanding","publication_year":2026,"publication_date":"2026-04-24","ids":{"openalex":"https://openalex.org/W7155862475","doi":"https://doi.org/10.48550/arxiv.2604.22333"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.22333","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.22333","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.22333","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021734754","display_name":"Dongwei Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Dongwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134700069","display_name":"Jing Yao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yao, Jing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003050372","display_name":"Kan Wei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei, Kan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134729585","display_name":"Xiangyong Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao, Xiangyong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134683536","display_name":"Chen Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134740472","display_name":"Zhenghui Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao, Zhenghui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074919292","display_name":"Pedram Ghamisi","orcid":"https://orcid.org/0000-0003-1203-741X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ghamisi, Pedram","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134739032","display_name":"Jun Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Jun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5134692162","display_name":"J\u00f3n Atli Benediktsson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benediktsson, J\u00f3n Atli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.46070000529289246,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.46070000529289246,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.33390000462532043,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T11121","display_name":"Public Relations and Crisis Communication","score":0.018200000748038292,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/change-detection","display_name":"Change detection","score":0.6352999806404114},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5569000244140625},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.5428000092506409},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.41290000081062317},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.38850000500679016},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.37689998745918274},{"id":"https://openalex.org/keywords/natural-language-understanding","display_name":"Natural language understanding","score":0.37059998512268066},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.3499999940395355},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.34940001368522644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7821999788284302},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.6352999806404114},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5569000244140625},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.5428000092506409},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.41290000081062317},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.38850000500679016},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38019999861717224},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37400001287460327},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.37059998512268066},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.34940001368522644},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3434000015258789},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3379000127315521},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31859999895095825},{"id":"https://openalex.org/C14911803","wikidata":"https://www.wikidata.org/wiki/Q7532148","display_name":"Situation analysis","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C2778180026","wikidata":"https://www.wikidata.org/wiki/Q18378163","display_name":"Semantic heterogeneity","level":4,"score":0.30720001459121704},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3034999966621399},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C2777946921","wikidata":"https://www.wikidata.org/wiki/Q7449044","display_name":"Semantic analysis (machine learning)","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.26919999718666077},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.22333","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.22333","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.22333","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.22333","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.8109652996063232,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Rapid":[0],"situational":[1],"awareness":[2],"is":[3,13,212],"critical":[4],"in":[5],"post-disaster":[6,189],"response.":[7],"While":[8],"remote":[9],"sensing":[10],"damage":[11,183],"assessment":[12],"evolving":[14],"from":[15],"pixel-level":[16],"change":[17],"detection":[18],"to":[19,28,113,131],"high-level":[20],"semantic":[21],"analysis,":[22],"existing":[23],"vision-language":[24],"methodologies":[25],"still":[26],"struggle":[27],"provide":[29,114],"actionable":[30],"intelligence":[31],"for":[32,69,119,206],"complex":[33,207],"strategic":[34],"queries.":[35],"They":[36],"remain":[37],"severely":[38],"constrained":[39],"by":[40,177],"unimodal":[41],"optical":[42,95],"dependence,":[43],"a":[44,51,64,90,103,124,132,197,201],"prevailing":[45],"bias":[46],"towards":[47],"natural":[48,107],"disasters,":[49],"and":[50,79,109,155,187,203],"fundamental":[52],"lack":[53],"of":[54,106],"grounded":[55],"interactivity.":[56],"To":[57,75],"address":[58],"these":[59],"limitations,":[60],"we":[61,82,122],"present":[62],"ChangeQuery,":[63],"unified":[65],"multimodal":[66],"framework":[67],"designed":[68],"comprehensive,":[70],"all-weather":[71],"disaster":[72,170,208],"situation":[73],"awareness.":[74,157],"overcome":[76],"modality":[77],"constraints":[78],"scenario":[80],"biases,":[81],"construct":[83],"the":[84,115,150,163],"Disaster-Induced":[85],"Change":[86],"Query":[87],"(DICQ)":[88],"dataset,":[89],"large-scale":[91],"benchmark":[92],"coupling":[93],"pre-event":[94],"semantics":[96],"with":[97,152],"post-event":[98],"SAR":[99],"structural":[100],"features":[101],"across":[102],"balanced":[104],"distribution":[105],"catastrophes":[108],"armed":[110],"conflicts.":[111],"Furthermore,":[112],"high-quality":[116],"supervision":[117],"required":[118],"interactive":[120,169],"reasoning,":[121],"propose":[123],"novel":[125],"Automated":[126],"Semantic":[127],"Annotation":[128],"Pipeline.":[129],"Adhering":[130],"``statistics-first,":[133],"generation-later''":[134],"paradigm,":[135],"this":[136,160],"engine":[137],"automatically":[138],"transforms":[139],"raw":[140],"segmentation":[141],"masks":[142],"into":[143],"grounded,":[144],"hierarchical":[145],"instruction":[146],"sets,":[147],"effectively":[148],"equipping":[149],"model":[151],"fine-grained":[153],"spatial":[154],"quantitative":[156],"Trained":[158],"on":[159],"structured":[161],"data,":[162],"ChangeQuery":[164,195],"architecture":[165],"operates":[166],"as":[167],"an":[168],"analyst.":[171],"It":[172],"supports":[173],"multi-task":[174],"reasoning":[175],"driven":[176],"diverse":[178],"user":[179],"queries,":[180],"delivering":[181],"precise":[182],"quantification,":[184],"region-specific":[185],"descriptions,":[186],"holistic":[188],"summaries.":[190],"Extensive":[191],"experiments":[192],"demonstrate":[193],"that":[194],"establishes":[196],"new":[198],"state-of-the-art,":[199],"providing":[200],"robust":[202],"interpretable":[204],"solution":[205],"monitoring.":[209],"The":[210],"code":[211],"available":[213],"at":[214],"\\href{https://sundongwei.github.io/changequery/}{https://sundongwei.github.io/changequery/}.":[215]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-28T00:00:00"}
