{"id":"https://openalex.org/W4407619535","doi":"https://doi.org/10.1007/s12145-025-01776-2","title":"Designing a deep learning-based framework for the prediction of lake surface closed curves","display_name":"Designing a deep learning-based framework for the prediction of lake surface closed curves","publication_year":2025,"publication_date":"2025-02-17","ids":{"openalex":"https://openalex.org/W4407619535","doi":"https://doi.org/10.1007/s12145-025-01776-2"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-025-01776-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-025-01776-2","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083849701","display_name":"Celso Augusto Guimar\u00e3es Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I169045520","display_name":"Universidade Federal da Para\u00edba","ror":"https://ror.org/00p9vpz11","country_code":"BR","type":"education","lineage":["https://openalex.org/I169045520"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Celso Augusto Guimar\u00e3es Santos","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Federal University of Para\u00edba, Jo\u00e3o Pessoa, Para\u00edba, 58051-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7927-9718","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Federal University of Para\u00edba, Jo\u00e3o Pessoa, Para\u00edba, 58051-900, Brazil","institution_ids":["https://openalex.org/I169045520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076352365","display_name":"Debasmita Misra","orcid":"https://orcid.org/0000-0002-0535-4524"},"institutions":[{"id":"https://openalex.org/I141472210","display_name":"University of Alaska Fairbanks","ror":"https://ror.org/01j7nq853","country_code":"US","type":"education","lineage":["https://openalex.org/I141472210"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Debasmita Misra","raw_affiliation_strings":["Department of Civil, Geological and Environmental Engineering, University of Alaska Fairbanks, P.O. Box 755900, Fairbanks, AK, 99775-5900, USA"],"raw_orcid":"https://orcid.org/0000-0002-0535-4524","affiliations":[{"raw_affiliation_string":"Department of Civil, Geological and Environmental Engineering, University of Alaska Fairbanks, P.O. Box 755900, Fairbanks, AK, 99775-5900, USA","institution_ids":["https://openalex.org/I141472210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013617008","display_name":"Sophia Ghanimeh","orcid":"https://orcid.org/0000-0001-5296-2015"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Sophia Ghanimeh","raw_affiliation_strings":["Environmental Science Center, Qatar University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0001-5296-2015","affiliations":[{"raw_affiliation_string":"Environmental Science Center, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019100992","display_name":"Adeyemi Olusola","orcid":"https://orcid.org/0000-0003-2295-5214"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adeyemi Olusola","raw_affiliation_strings":["Faculty of Environmental and Urban Change, York University, Toronto, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2295-5214","affiliations":[{"raw_affiliation_string":"Faculty of Environmental and Urban Change, York University, Toronto, Canada","institution_ids":["https://openalex.org/I192455969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074741718","display_name":"Utkarsh Patel","orcid":"https://orcid.org/0000-0001-9368-1180"},"institutions":[{"id":"https://openalex.org/I4210121466","display_name":"Indian Institute of Technology Bhilai","ror":"https://ror.org/02sscsx71","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210121466"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Utkarsh Patel","raw_affiliation_strings":["Indian Institute of Technology, IIT Bhilai Main Campus, Bhilai, Kutelabhatha, Durg, Chhattisgarh, 491001, India"],"raw_orcid":"https://orcid.org/0000-0001-9368-1180","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, IIT Bhilai Main Campus, Bhilai, Kutelabhatha, Durg, Chhattisgarh, 491001, India","institution_ids":["https://openalex.org/I4210121466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008960570","display_name":"Golmar Golmohammadi","orcid":"https://orcid.org/0000-0001-5532-3892"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Golmar Golmohammadi","raw_affiliation_strings":["Department of Soil, Water and Ecosystem Sciences, University of Florida, Gainesville, FL, USA"],"raw_orcid":"https://orcid.org/0000-0001-5532-3892","affiliations":[{"raw_affiliation_string":"Department of Soil, Water and Ecosystem Sciences, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070327105","display_name":"Erfan Abdi","orcid":"https://orcid.org/0009-0002-4265-3803"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Erfan Abdi","raw_affiliation_strings":["Department of Water Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":"https://orcid.org/0009-0002-4265-3803","affiliations":[{"raw_affiliation_string":"Department of Water Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090702661","display_name":"Vahid Karimi","orcid":"https://orcid.org/0000-0002-5265-8395"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahid Karimi","raw_affiliation_strings":["Department of Water Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":"https://orcid.org/0000-0002-5265-8395","affiliations":[{"raw_affiliation_string":"Department of Water Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101909652","display_name":"Mohammad Ali Ghorbani","orcid":null},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Ali Ghorbani","raw_affiliation_strings":["Department of Water Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":"https://orcid.org/0000-0002-0333-2559","affiliations":[{"raw_affiliation_string":"Department of Water Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5083849701"],"corresponding_institution_ids":["https://openalex.org/I169045520"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":2.9517,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88917936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"18","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9997000098228455,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9997000098228455,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10577","display_name":"Hydrology and Sediment Transport Processes","score":0.9952999949455261,"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/deep-learning","display_name":"Deep learning","score":0.4843834340572357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45122283697128296},{"id":"https://openalex.org/keywords/learning-curve","display_name":"Learning curve","score":0.441121369600296},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.4258493483066559},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.4231511950492859},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3842521607875824},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.33796510100364685},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1271313726902008},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08751499652862549},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.07623332738876343},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.07109460234642029}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4843834340572357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45122283697128296},{"id":"https://openalex.org/C34585555","wikidata":"https://www.wikidata.org/wiki/Q1368723","display_name":"Learning curve","level":2,"score":0.441121369600296},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4258493483066559},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.4231511950492859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3842521607875824},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.33796510100364685},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1271313726902008},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08751499652862549},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.07623332738876343},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07109460234642029},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-025-01776-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-025-01776-2","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W33851185","https://openalex.org/W1527396632","https://openalex.org/W1610015390","https://openalex.org/W1964292167","https://openalex.org/W1974047452","https://openalex.org/W1988877167","https://openalex.org/W1988883312","https://openalex.org/W1994351320","https://openalex.org/W1995581599","https://openalex.org/W2077509829","https://openalex.org/W2091863778","https://openalex.org/W2108319579","https://openalex.org/W2113301850","https://openalex.org/W2142431032","https://openalex.org/W2142616331","https://openalex.org/W2159198893","https://openalex.org/W2179843978","https://openalex.org/W2336807904","https://openalex.org/W2381966470","https://openalex.org/W2527945865","https://openalex.org/W2568027424","https://openalex.org/W2603017680","https://openalex.org/W2623913549","https://openalex.org/W2681814640","https://openalex.org/W2790853842","https://openalex.org/W2793046539","https://openalex.org/W2793390017","https://openalex.org/W2902023747","https://openalex.org/W2904988921","https://openalex.org/W2909143571","https://openalex.org/W2909926816","https://openalex.org/W2921442714","https://openalex.org/W2985008393","https://openalex.org/W3027918029","https://openalex.org/W3033395335","https://openalex.org/W3033813277","https://openalex.org/W3037240386","https://openalex.org/W3095781468","https://openalex.org/W3095989362","https://openalex.org/W3137272511","https://openalex.org/W3153990350","https://openalex.org/W3155739706","https://openalex.org/W3166610936","https://openalex.org/W3199695237","https://openalex.org/W3206006613","https://openalex.org/W3208714607","https://openalex.org/W4206746231","https://openalex.org/W4223499113","https://openalex.org/W4236085095","https://openalex.org/W4249970585","https://openalex.org/W4285727118","https://openalex.org/W4295532950","https://openalex.org/W4322618690","https://openalex.org/W4382302129","https://openalex.org/W4389752586","https://openalex.org/W4399388696","https://openalex.org/W4404976534"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
