{"id":"https://openalex.org/W4402260136","doi":"https://doi.org/10.1109/igarss53475.2024.10642460","title":"Identifying False Negative Flood Events Using Interpretable Deep Learning Framework","display_name":"Identifying False Negative Flood Events Using Interpretable Deep Learning Framework","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402260136","doi":"https://doi.org/10.1109/igarss53475.2024.10642460"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10642460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/IGARSS53475.2024.10642460","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025477678","display_name":"\u0391\u03bd\u03b1\u03c3\u03c4\u03ac\u03c3\u03b9\u03bf\u03c2 \u03a4\u03ad\u03bc\u03b5\u03bd\u03bf\u03c2","orcid":"https://orcid.org/0000-0001-8027-4471"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Anastasios Temenos","raw_affiliation_strings":["National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030451270","display_name":"Nikos Temenos","orcid":"https://orcid.org/0000-0002-1763-9930"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Temenos","raw_affiliation_strings":["National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057865801","display_name":"Ioannis Rallis","orcid":"https://orcid.org/0000-0003-4491-5854"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Rallis","raw_affiliation_strings":["National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054287595","display_name":"Margarita Skamantzari","orcid":"https://orcid.org/0009-0003-7286-4967"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Margarita Skamantzari","raw_affiliation_strings":["National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102914203","display_name":"Anastasios Doulamis","orcid":"https://orcid.org/0000-0002-0612-5889"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Doulamis","raw_affiliation_strings":["National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033117805","display_name":"Nikolaos Doulamis","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Doulamis","raw_affiliation_strings":["National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,Department of Rural, Surveying and Geoinformatics Engineering,Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5025477678"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":1.0443,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80824414,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2155","last_page":"2158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9988999962806702,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9710000157356262,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.965499997138977,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6283127665519714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.596625030040741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5810387134552002},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.11217942833900452},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09107887744903564}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6283127665519714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.596625030040741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5810387134552002},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.11217942833900452},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09107887744903564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10642460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:15212018","is_oa":true,"landing_page_url":"https://doi.org/10.1109/IGARSS53475.2024.10642460","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 07-12 July 2024","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:15212018","is_oa":true,"landing_page_url":"https://doi.org/10.1109/IGARSS53475.2024.10642460","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 07-12 July 2024","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2565639579","https://openalex.org/W2735039185","https://openalex.org/W2794284562","https://openalex.org/W2885158046","https://openalex.org/W2962858109","https://openalex.org/W2963351448","https://openalex.org/W2986849632","https://openalex.org/W3082969324","https://openalex.org/W3105636206","https://openalex.org/W3134889612","https://openalex.org/W4296691827","https://openalex.org/W4323022345"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"An":[0],"explainable":[1],"AI":[2],"framework":[3,19,50],"for":[4],"flood":[5,22],"detection":[6],"in":[7,63,94],"SAR":[8],"images":[9],"is":[10,51],"proposed.":[11],"Compact":[12],"encoder-decoder":[13],"CNNs":[14,80],"are":[15,75],"used":[16,76],"within":[17],"the":[18,54,72,79,84,89,97,100],"to":[20,29,35,38,77,103,108],"achieve":[21],"segmentation,":[23],"with":[24,96],"their":[25],"output":[26],"results":[27],"fed":[28],"a":[30,39],"Grad-CAM":[31,93],"explainer":[32],"so":[33],"as":[34],"introduce":[36],"trustworthiness":[37],"stakeholder":[40],"from":[41],"naive":[42],"thresholding":[43],"selection":[44],"during":[45],"post-processing":[46],"steps.":[47],"The":[48],"proposed":[49],"evaluated":[52],"on":[53,71],"ETCi":[55],"2021":[56],"dataset":[57],"using":[58,92],"three":[59],"different":[60],"CNNs,":[61],"resulting":[62],"more":[64],"than":[65],"97%":[66],"accuracy,":[67],"while":[68],"descriptive":[69],"statistics":[70],"Jaccard":[73],"score":[74],"indicate":[78],"improper":[81],"generalization":[82],"towards":[83],"dataset.":[85],"Edge":[86],"cases":[87],"highlight":[88],"importance":[90],"of":[91],"complement":[95],"CNN":[98],"when":[99],"latter":[101],"struggles":[102],"segment":[104],"small":[105],"regions":[106],"due":[107],"thresholding.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}