{"id":"https://openalex.org/W3131055877","doi":"https://doi.org/10.1007/978-3-030-68780-9_10","title":"A Machine Learning Approach to Chlorophyll a Time Series Analysis in the Mediterranean Sea","display_name":"A Machine Learning Approach to Chlorophyll a Time Series Analysis in the Mediterranean Sea","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3131055877","doi":"https://doi.org/10.1007/978-3-030-68780-9_10","mag":"3131055877"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68780-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5005545237","display_name":"F. Mattei","orcid":"https://orcid.org/0000-0003-0660-5310"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]},{"id":"https://openalex.org/I4210099418","display_name":"CoNISMa","ror":"https://ror.org/00t74vp97","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210099418"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Mattei","raw_affiliation_strings":["CoNISMa, Rome, Italy","Experimental Ecology and Aquaculture Laboratory, Department of Biology, University of Rome \u201cTor Vergata\u201d, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CoNISMa, Rome, Italy","institution_ids":["https://openalex.org/I4210099418"]},{"raw_affiliation_string":"Experimental Ecology and Aquaculture Laboratory, Department of Biology, University of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050801153","display_name":"Michele Scardi","orcid":"https://orcid.org/0000-0003-0684-3941"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]},{"id":"https://openalex.org/I4210099418","display_name":"CoNISMa","ror":"https://ror.org/00t74vp97","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210099418"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Scardi","raw_affiliation_strings":["CoNISMa, Rome, Italy","Experimental Ecology and Aquaculture Laboratory, Department of Biology, University of Rome \u201cTor Vergata\u201d, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CoNISMa, Rome, Italy","institution_ids":["https://openalex.org/I4210099418"]},{"raw_affiliation_string":"Experimental Ecology and Aquaculture Laboratory, Department of Biology, University of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02866242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9818000197410583,"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"}},"topics":[{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9818000197410583,"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"}},{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.9351999759674072,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9010000228881836,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7033051252365112},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6108493804931641},{"id":"https://openalex.org/keywords/biosphere","display_name":"Biosphere","score":0.50440514087677},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46067628264427185},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4417012333869934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43983709812164307},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4325886070728302},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.42951303720474243},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42511337995529175},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.40508395433425903},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1777293086051941},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14762824773788452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7033051252365112},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6108493804931641},{"id":"https://openalex.org/C107218244","wikidata":"https://www.wikidata.org/wiki/Q42762","display_name":"Biosphere","level":2,"score":0.50440514087677},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46067628264427185},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4417012333869934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43983709812164307},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4325886070728302},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.42951303720474243},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42511337995529175},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.40508395433425903},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1777293086051941},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14762824773788452},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-68780-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:art.torvergata.it:2108/303126","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/303126","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.699999988079071,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1945771600","https://openalex.org/W1980938073","https://openalex.org/W2003801429","https://openalex.org/W2007086084","https://openalex.org/W2009812772","https://openalex.org/W2014012078","https://openalex.org/W2039268927","https://openalex.org/W2045002121","https://openalex.org/W2051663919","https://openalex.org/W2056116149","https://openalex.org/W2058731966","https://openalex.org/W2060710188","https://openalex.org/W2067347248","https://openalex.org/W2078909230","https://openalex.org/W2079810998","https://openalex.org/W2098828870","https://openalex.org/W2110802877","https://openalex.org/W2295477671","https://openalex.org/W2318680928","https://openalex.org/W2323834113","https://openalex.org/W2414120949","https://openalex.org/W2552689039","https://openalex.org/W2901072521","https://openalex.org/W3009881824","https://openalex.org/W3022351671"],"related_works":["https://openalex.org/W13275046","https://openalex.org/W3205288965","https://openalex.org/W1994760763","https://openalex.org/W2033837791","https://openalex.org/W2126508368","https://openalex.org/W2056248242","https://openalex.org/W2587044545","https://openalex.org/W4234162596","https://openalex.org/W986324126","https://openalex.org/W3095373396"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-03-01T00:00:00"}
