{"id":"https://openalex.org/W4283320498","doi":"https://doi.org/10.3390/rs14132994","title":"Convolutional Neural Network and Optical Flow for the Assessment of Wave and Tide Parameters from Video Analysis (LEUCOTEA): An Innovative Tool for Coastal Monitoring","display_name":"Convolutional Neural Network and Optical Flow for the Assessment of Wave and Tide Parameters from Video Analysis (LEUCOTEA): An Innovative Tool for Coastal Monitoring","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4283320498","doi":"https://doi.org/10.3390/rs14132994"},"language":"en","primary_location":{"id":"doi:10.3390/rs14132994","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14132994","pdf_url":"https://www.mdpi.com/2072-4292/14/13/2994/pdf?version=1656054041","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/13/2994/pdf?version=1656054041","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030089501","display_name":"Giovanni Scardino","orcid":"https://orcid.org/0000-0002-2316-7888"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Scardino","raw_affiliation_strings":["Department of Earth and Geo-Environmental Sciences, University of Bari Aldo Moro, 70125 Bari, Italy","Interdepartmental Research Center for Coastal Dynamics, University of Bari Aldo Moro, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Earth and Geo-Environmental Sciences, University of Bari Aldo Moro, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Interdepartmental Research Center for Coastal Dynamics, University of Bari Aldo Moro, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026717414","display_name":"Giovanni Scicchitano","orcid":"https://orcid.org/0000-0003-0328-737X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giovanni Scicchitano","raw_affiliation_strings":["Department of Earth and Geo-Environmental Sciences, University of Bari Aldo Moro, 70125 Bari, Italy","Interdepartmental Research Center for Coastal Dynamics, University of Bari Aldo Moro, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Earth and Geo-Environmental Sciences, University of Bari Aldo Moro, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Interdepartmental Research Center for Coastal Dynamics, University of Bari Aldo Moro, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043593063","display_name":"Marco Chiriv\u00ec","orcid":"https://orcid.org/0000-0002-0276-1407"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Chiriv\u00ec","raw_affiliation_strings":["CETMA Centro di Ricerca Europeo di Tecnologie Design e Materiali, 72100 Brindisi, Italy"],"affiliations":[{"raw_affiliation_string":"CETMA Centro di Ricerca Europeo di Tecnologie Design e Materiali, 72100 Brindisi, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068207125","display_name":"Pedro Costa","orcid":"https://orcid.org/0000-0001-6573-0539"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro J. M. Costa","raw_affiliation_strings":["Department of Earth Sciences, Faculty of Sciences and Technology, University of Coimbra, 3030-790 Coimbra, Portugal","Instituto Dom Luiz, Faculty of Sciences, University of Lisbon, 1749-016 Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Earth Sciences, Faculty of Sciences and Technology, University of Coimbra, 3030-790 Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Instituto Dom Luiz, Faculty of Sciences, University of Lisbon, 1749-016 Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075370314","display_name":"Antonio Luparelli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Luparelli","raw_affiliation_strings":["CETMA Centro di Ricerca Europeo di Tecnologie Design e Materiali, 72100 Brindisi, Italy"],"affiliations":[{"raw_affiliation_string":"CETMA Centro di Ricerca Europeo di Tecnologie Design e Materiali, 72100 Brindisi, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053488346","display_name":"Giuseppe Mastronuzzi","orcid":"https://orcid.org/0000-0002-2823-2546"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Mastronuzzi","raw_affiliation_strings":["Department of Earth and Geo-Environmental Sciences, University of Bari Aldo Moro, 70125 Bari, Italy","Interdepartmental Research Center for Coastal Dynamics, University of Bari Aldo Moro, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Earth and Geo-Environmental Sciences, University of Bari Aldo Moro, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Interdepartmental Research Center for Coastal Dynamics, University of Bari Aldo Moro, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026717414"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.3364,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.97484852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"14","issue":"13","first_page":"2994","last_page":"2994"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10647","display_name":"Coastal and Marine Dynamics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10647","display_name":"Coastal and Marine Dynamics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9980000257492065,"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/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6390979290008545},{"id":"https://openalex.org/keywords/tide-gauge","display_name":"Tide gauge","score":0.6060652136802673},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4805241525173187},{"id":"https://openalex.org/keywords/wave-height","display_name":"Wave height","score":0.4601503014564514},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45866551995277405},{"id":"https://openalex.org/keywords/storm","display_name":"Storm","score":0.4401893615722656},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41224777698516846},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.36192047595977783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2535915970802307},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.18461444973945618},{"id":"https://openalex.org/keywords/sea-level","display_name":"Sea level","score":0.08201128244400024}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6390979290008545},{"id":"https://openalex.org/C136856113","wikidata":"https://www.wikidata.org/wiki/Q686697","display_name":"Tide gauge","level":3,"score":0.6060652136802673},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4805241525173187},{"id":"https://openalex.org/C70620910","wikidata":"https://www.wikidata.org/wiki/Q821563","display_name":"Wave height","level":2,"score":0.4601503014564514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45866551995277405},{"id":"https://openalex.org/C105306849","wikidata":"https://www.wikidata.org/wiki/Q81054","display_name":"Storm","level":2,"score":0.4401893615722656},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41224777698516846},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.36192047595977783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2535915970802307},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.18461444973945618},{"id":"https://openalex.org/C74501621","wikidata":"https://www.wikidata.org/wiki/Q125465","display_name":"Sea level","level":2,"score":0.08201128244400024},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs14132994","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14132994","pdf_url":"https://www.mdpi.com/2072-4292/14/13/2994/pdf?version=1656054041","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6bd31e1973e441739009f49c9a5a5d3e","is_oa":true,"landing_page_url":"https://doaj.org/article/6bd31e1973e441739009f49c9a5a5d3e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 13, p 2994 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/13/2994/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14132994","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing; Volume 14; Issue 13; Pages: 2994","raw_type":"Text"},{"id":"pmh:oai:ricerca.uniba.it:11586/413163","is_oa":true,"landing_page_url":"https://hdl.handle.net/11586/413163","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs14132994","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14132994","pdf_url":"https://www.mdpi.com/2072-4292/14/13/2994/pdf?version=1656054041","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326082","display_name":"Regione Puglia","ror":"https://ror.org/039k11f95"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283320498.pdf"},"referenced_works_count":104,"referenced_works":["https://openalex.org/W1602953985","https://openalex.org/W1755205674","https://openalex.org/W1961031432","https://openalex.org/W1963625637","https://openalex.org/W1963970663","https://openalex.org/W1969435126","https://openalex.org/W1971812110","https://openalex.org/W1981532962","https://openalex.org/W1983058424","https://openalex.org/W2012971520","https://openalex.org/W2015409992","https://openalex.org/W2041021726","https://openalex.org/W2064888423","https://openalex.org/W2080457803","https://openalex.org/W2082352675","https://openalex.org/W2100686119","https://openalex.org/W2104115123","https://openalex.org/W2105668252","https://openalex.org/W2109049895","https://openalex.org/W2116263569","https://openalex.org/W2117232725","https://openalex.org/W2123482066","https://openalex.org/W2149417057","https://openalex.org/W2155890427","https://openalex.org/W2170923642","https://openalex.org/W2260479859","https://openalex.org/W2298948456","https://openalex.org/W2300729363","https://openalex.org/W2300739315","https://openalex.org/W2313180811","https://openalex.org/W2475748208","https://openalex.org/W2532184421","https://openalex.org/W2536355006","https://openalex.org/W2589170948","https://openalex.org/W2615004867","https://openalex.org/W2621722670","https://openalex.org/W2781577077","https://openalex.org/W2790062324","https://openalex.org/W2790368493","https://openalex.org/W2899656555","https://openalex.org/W2907477535","https://openalex.org/W2910559487","https://openalex.org/W2913323966","https://openalex.org/W2913583327","https://openalex.org/W2913788362","https://openalex.org/W2945616143","https://openalex.org/W2948429466","https://openalex.org/W2949671319","https://openalex.org/W2952860353","https://openalex.org/W2965838400","https://openalex.org/W2976480531","https://openalex.org/W2981915020","https://openalex.org/W2985617215","https://openalex.org/W2986132380","https://openalex.org/W2987315041","https://openalex.org/W2999051093","https://openalex.org/W2999262977","https://openalex.org/W3000629123","https://openalex.org/W3003240728","https://openalex.org/W3010981612","https://openalex.org/W3013512434","https://openalex.org/W3015969399","https://openalex.org/W3022861191","https://openalex.org/W3027320982","https://openalex.org/W3030437247","https://openalex.org/W3098101760","https://openalex.org/W3105826485","https://openalex.org/W3120546273","https://openalex.org/W3121980277","https://openalex.org/W3131708156","https://openalex.org/W3133026144","https://openalex.org/W3134745689","https://openalex.org/W3134993434","https://openalex.org/W3135647307","https://openalex.org/W3144735436","https://openalex.org/W3149841674","https://openalex.org/W3152101540","https://openalex.org/W3155045454","https://openalex.org/W3162333813","https://openalex.org/W3162610561","https://openalex.org/W3164202420","https://openalex.org/W3177822676","https://openalex.org/W3184819595","https://openalex.org/W3187306826","https://openalex.org/W3202155336","https://openalex.org/W3208506014","https://openalex.org/W3209821433","https://openalex.org/W3212012712","https://openalex.org/W3213992983","https://openalex.org/W4205864212","https://openalex.org/W4206049865","https://openalex.org/W4206309809","https://openalex.org/W4206979633","https://openalex.org/W4210261474","https://openalex.org/W4221091911","https://openalex.org/W4225575999","https://openalex.org/W4225812588","https://openalex.org/W4246020459","https://openalex.org/W6685215203","https://openalex.org/W6721157109","https://openalex.org/W6791738509","https://openalex.org/W6801783870","https://openalex.org/W6806132241","https://openalex.org/W6982009633"],"related_works":["https://openalex.org/W2740008805","https://openalex.org/W3171330215","https://openalex.org/W3205204913","https://openalex.org/W2797596661","https://openalex.org/W807985275","https://openalex.org/W3096249794","https://openalex.org/W2343275456","https://openalex.org/W4322630190","https://openalex.org/W2176915897","https://openalex.org/W1635176429"],"abstract_inverted_index":{"Coastal":[0],"monitoring":[1,36,55,293],"is":[2],"a":[3,73,100,121,199,302],"topic":[4],"continuously":[5],"developing,":[6],"which":[7],"has":[8,46,218],"been":[9,219],"applied":[10,245],"using":[11],"different":[12,32],"approaches":[13],"to":[14,21,23,49,57,114,141,252,299],"assess":[15,50,115,142],"the":[16,24,51,66,143,150,179,187,208,222,226,237,247,254,260,264,274,290],"meteo-marine":[17,52],"features,":[18],"for":[19],"example,":[20],"contribute":[22],"development":[25],"of":[26,75,99,181,207,228,239,250,256,268,279,292,305],"improved":[27,186],"management":[28],"strategies.":[29],"Among":[30],"these":[31],"approaches,":[33],"coastal":[34,296],"video":[35,69,122,229],"coupled":[37],"with":[38,157,259,273],"recent":[39],"machine":[40],"learning":[41],"and":[42,61,83,110,117,126,146,164,192,205,213,243,262,281],"computer":[43],"vision":[44],"techniques":[45,113,138,284,294],"spread":[47],"widely":[48],"features.":[53],"Video":[54],"allows":[56],"obtain":[58],"large":[59],"spatially":[60],"temporally":[62],"datasets":[63],"well-distributed":[64],"along":[65],"coasts.":[67,151,276],"The":[68,277],"records":[70,230],"can":[71],"compile":[72],"series":[74],"continuous":[76,303],"frames":[77],"where":[78],"tide":[79,116,158],"phases,":[80],"wave":[81,144,147,165,269],"parameters,":[82],"storm":[84,118,127],"features":[85],"are":[86,308],"clearly":[87],"observable.":[88],"In":[89],"this":[90],"work,":[91],"we":[92],"present":[93],"LEUCOTEA,":[94],"an":[95,287],"innovative":[96],"system":[97,217],"composed":[98],"combined":[101],"approach":[102,185],"between":[103,189,211],"Geophysical":[104],"surveys,":[105],"Convolutional":[106],"Neural":[107,152],"Network":[108],"(CNN),":[109],"Optical":[111,136,282],"Flow":[112,137,283],"parameters":[119],"by":[120,232],"record.":[123],"Tide":[124],"phases":[125],"surge":[128],"were":[129,139,155,167,196],"obtained":[130,173],"through":[131,169,198,225],"CNN":[132,261,280],"classification":[133],"techniques,":[134],"while":[135],"used":[140],"flow":[145],"height":[148],"impacting":[149],"network":[153,190],"predictions":[154],"compared":[156,272],"gauge":[159],"records.":[160],"Furthermore,":[161],"water":[162],"levels":[163],"heights":[166],"validated":[168],"spatial":[170],"reference":[171],"points":[172],"from":[174],"pre-event":[175],"topographic":[176],"surveys":[177],"in":[178,221,236,266,289,295],"proximity":[180,238],"surveillance":[182,233],"cameras.":[183],"This":[184],"calibration":[188],"results":[191,212],"field":[193,214],"data.":[194,215],"Results":[195],"evaluated":[197],"Root":[200],"Mean":[201],"Square":[202],"Error":[203],"analysis":[204],"analyses":[206],"correlation":[209],"coefficient":[210],"LEUCOTEA":[216],"developed":[220],"Mediterranean":[223,275],"Sea":[224],"use":[227,255],"acquired":[231],"cameras":[234,258],"located":[235],"south-eastern":[240],"Sicily":[241],"(Italy)":[242],"subsequently":[244],"on":[246],"Atlantic":[248],"coasts":[249],"Portugal":[251],"test":[253],"action":[257],"show":[263],"difference":[265],"terms":[267],"settings":[270],"when":[271],"application":[278,291],"could":[285],"represent":[286],"improvement":[288],"environments,":[297],"permitting":[298],"automatically":[300],"collect":[301],"record":[304],"data":[306],"that":[307],"usually":[309],"not":[310],"densely":[311],"distributed":[312],"or":[313],"available.":[314]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
