{"id":"https://openalex.org/W4390308294","doi":"https://doi.org/10.1007/978-3-031-74633-8_29","title":"Detection and\u00a0Semantic Description of\u00a0Changes in\u00a0Earth Observation Time Series Data","display_name":"Detection and\u00a0Semantic Description of\u00a0Changes in\u00a0Earth Observation Time Series Data","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4390308294","doi":"https://doi.org/10.1007/978-3-031-74633-8_29"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74633-8_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74633-8_29","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04357877/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024504318","display_name":"Daniela F. Milon-Flores","orcid":"https://orcid.org/0000-0002-3587-4838"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Daniela F. Milon-Flores","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, Grenoble, France","STEAMER - Spatio-temporal information systems (Laboratoire LIG - 110 av. de la Chimie - Domaine Universitaire - BP 53 - 38041 Grenoble - cedex 9 - France)"],"raw_orcid":"https://orcid.org/0000-0002-3587-4838","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, Grenoble, France","institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I1294671590","https://openalex.org/I899635006","https://openalex.org/I106785703"]},{"raw_affiliation_string":"STEAMER - Spatio-temporal information systems (Laboratoire LIG - 110 av. de la Chimie - Domaine Universitaire - BP 53 - 38041 Grenoble - cedex 9 - France)","institution_ids":["https://openalex.org/I4210104430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007609703","display_name":"Camille Bernard","orcid":"https://orcid.org/0000-0003-2246-6568"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Camille Bernard","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, Grenoble, France","STEAMER - Spatio-temporal information systems (Laboratoire LIG - 110 av. de la Chimie - Domaine Universitaire - BP 53 - 38041 Grenoble - cedex 9 - France)","LIG - Laboratoire d'Informatique de Grenoble (UMR 5217 - Laboratoire LIG - B\u00e2timent IMAG - 700 avenue Centrale - Domaine Universitaire de Saint-Martin-d\u2019H\u00e8res \r\nAdresse postale : CS 40700 - 38058 Grenoble cedex 9\r\nT\u00e9l. : 04 57 42 14 00 - France)"],"raw_orcid":"https://orcid.org/0000-0003-2246-6568","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, Grenoble, France","institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I1294671590","https://openalex.org/I899635006","https://openalex.org/I106785703"]},{"raw_affiliation_string":"STEAMER - Spatio-temporal information systems (Laboratoire LIG - 110 av. de la Chimie - Domaine Universitaire - BP 53 - 38041 Grenoble - cedex 9 - France)","institution_ids":["https://openalex.org/I4210104430"]},{"raw_affiliation_string":"LIG - Laboratoire d'Informatique de Grenoble (UMR 5217 - Laboratoire LIG - B\u00e2timent IMAG - 700 avenue Centrale - Domaine Universitaire de Saint-Martin-d\u2019H\u00e8res \r\nAdresse postale : CS 40700 - 38058 Grenoble cedex 9\r\nT\u00e9l. : 04 57 42 14 00 - France)","institution_ids":["https://openalex.org/I4210104430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008702859","display_name":"J\u00e9r\u00f4me Gensel","orcid":"https://orcid.org/0000-0003-1398-7118"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Gensel","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, Grenoble, France","STEAMER - Spatio-temporal information systems (Laboratoire LIG - 110 av. de la Chimie - Domaine Universitaire - BP 53 - 38041 Grenoble - cedex 9 - France)"],"raw_orcid":"https://orcid.org/0000-0003-1398-7118","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, Grenoble, France","institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I1294671590","https://openalex.org/I899635006","https://openalex.org/I106785703"]},{"raw_affiliation_string":"STEAMER - Spatio-temporal information systems (Laboratoire LIG - 110 av. de la Chimie - Domaine Universitaire - BP 53 - 38041 Grenoble - cedex 9 - France)","institution_ids":["https://openalex.org/I4210104430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077713973","display_name":"Gr\u00e9gory Giuliani","orcid":"https://orcid.org/0000-0002-1825-8865"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gregory Giuliani","raw_affiliation_strings":["University of Geneva Institute for Environmental Sciences, Geneva, Switzerland","UNIGE - Universit\u00e9 de Gen\u00e8ve = University of Geneva (24 rue du G\u00e9n\u00e9ral-Dufour CH - 1211 Gen\u00e8ve 4\r\nSuisse - Switzerland)"],"raw_orcid":"https://orcid.org/0000-0002-1825-8865","affiliations":[{"raw_affiliation_string":"University of Geneva Institute for Environmental Sciences, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"UNIGE - Universit\u00e9 de Gen\u00e8ve = University of Geneva (24 rue du G\u00e9n\u00e9ral-Dufour CH - 1211 Gen\u00e8ve 4\r\nSuisse - Switzerland)","institution_ids":["https://openalex.org/I114457229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024504318"],"corresponding_institution_ids":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210104430","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00085543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"405","last_page":"411"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9926000237464905,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9926000237464905,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9552000164985657,"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"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9301000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.683073103427887},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.4287567734718323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4202963411808014},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.41090285778045654},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.30880892276763916},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10088518261909485},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08924898505210876},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.07531508803367615},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.05835661292076111}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.683073103427887},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.4287567734718323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4202963411808014},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.41090285778045654},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.30880892276763916},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10088518261909485},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08924898505210876},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.07531508803367615},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.05835661292076111},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-74633-8_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74633-8_29","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04357877v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04357877","pdf_url":"https://hal.science/hal-04357877/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Workshop MACLEAN 2023 on Machine Learning for Earth Observation, Sep 2023, Torino, Italy, Italy","raw_type":"Conference papers"},{"id":"pmh:oai:unige.ch:aou:unige:182368","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:182368","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"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":"Machine Learning and Principles and Practice of Knowledge Discovery in Databases,  (2025) p. 405-411","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04357877v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04357877","pdf_url":"https://hal.science/hal-04357877/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Workshop MACLEAN 2023 on Machine Learning for Earth Observation, Sep 2023, Torino, Italy, Italy","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390308294.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2055718260","https://openalex.org/W2117996123","https://openalex.org/W2161336494","https://openalex.org/W2593412034","https://openalex.org/W2605433586","https://openalex.org/W2773549323","https://openalex.org/W2782275617","https://openalex.org/W2892031596","https://openalex.org/W2953621601","https://openalex.org/W3081362120","https://openalex.org/W3088598603","https://openalex.org/W3091687547","https://openalex.org/W3132141490","https://openalex.org/W3194359418","https://openalex.org/W4402263422"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2390279801","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}