{"id":"https://openalex.org/W4401293807","doi":"https://doi.org/10.1007/s00521-024-10186-2","title":"Orthrus: multi-scale land cover mapping from satellite image time series via 2D encoding and convolutional neural network","display_name":"Orthrus: multi-scale land cover mapping from satellite image time series via 2D encoding and convolutional neural network","publication_year":2024,"publication_date":"2024-08-03","ids":{"openalex":"https://openalex.org/W4401293807","doi":"https://doi.org/10.1007/s00521-024-10186-2"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10186-2","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s00521-024-10186-2","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04667209v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091380300","display_name":"Azza Abidi","orcid":"https://orcid.org/0000-0003-0964-8797"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210136436","display_name":"Institut Agro Montpelier","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210136436"]},{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Azza Abidi","raw_affiliation_strings":["RIADI Laboratory, National School of Computer Science, 2010, Manouba, Tunisia","UMR TETIS, INRAE, University of Montpellier, 34000, Montpellier, France","RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)"],"raw_orcid":"https://orcid.org/0000-0003-0964-8797","affiliations":[{"raw_affiliation_string":"RIADI Laboratory, National School of Computer Science, 2010, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"UMR TETIS, INRAE, University of Montpellier, 34000, Montpellier, France","institution_ids":["https://openalex.org/I4210136436","https://openalex.org/I19894307","https://openalex.org/I4210088668"]},{"raw_affiliation_string":"RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018231294","display_name":"Dino Ienco","orcid":"https://orcid.org/0000-0002-8736-3132"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210136436","display_name":"Institut Agro Montpelier","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210136436"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":null,"type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dino Ienco","raw_affiliation_strings":["INRIA, 34000, Montpellier, France","UMR TETIS, INRAE, University of Montpellier, 34000, Montpellier, France","INRAE - Institut National de Recherche pour l\u2019Agriculture, l\u2019Alimentation et l\u2019Environnement (France)","EVERGREEN - Observation de la terre et apprentissage machine pour les d\u00e9fis agro-environnementaux (2004 route des Lucioles 06902 Sophia Antipolis - France)","UMR TETIS - Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale (Maison de la t\u00e9l\u00e9d\u00e9tection - 500 rue Jean-Fran\u00e7ois Breton - 34093 Montpellier Cedex 5 - France)"],"raw_orcid":"https://orcid.org/0000-0002-8736-3132","affiliations":[{"raw_affiliation_string":"INRIA, 34000, Montpellier, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"UMR TETIS, INRAE, University of Montpellier, 34000, Montpellier, France","institution_ids":["https://openalex.org/I4210136436","https://openalex.org/I19894307","https://openalex.org/I4210088668"]},{"raw_affiliation_string":"INRAE - Institut National de Recherche pour l\u2019Agriculture, l\u2019Alimentation et l\u2019Environnement (France)","institution_ids":["https://openalex.org/I4210088668"]},{"raw_affiliation_string":"EVERGREEN - Observation de la terre et apprentissage machine pour les d\u00e9fis agro-environnementaux (2004 route des Lucioles 06902 Sophia Antipolis - France)","institution_ids":[]},{"raw_affiliation_string":"UMR TETIS - Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale (Maison de la t\u00e9l\u00e9d\u00e9tection - 500 rue Jean-Fran\u00e7ois Breton - 34093 Montpellier Cedex 5 - France)","institution_ids":["https://openalex.org/I4387153996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073221047","display_name":"Ali Ben Abbes","orcid":"https://orcid.org/0000-0001-5714-7562"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ali Ben Abbes","raw_affiliation_strings":["RIADI Laboratory, National School of Computer Science, 2010, Manouba, Tunisia","RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)"],"raw_orcid":"https://orcid.org/0000-0001-5714-7562","affiliations":[{"raw_affiliation_string":"RIADI Laboratory, National School of Computer Science, 2010, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053542801","display_name":"Imed Riadh Farah","orcid":"https://orcid.org/0000-0001-9114-5659"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Imed Riadh Farah","raw_affiliation_strings":["RIADI Laboratory, National School of Computer Science, 2010, Manouba, Tunisia","RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)"],"raw_orcid":"https://orcid.org/0000-0001-9114-5659","affiliations":[{"raw_affiliation_string":"RIADI Laboratory, National School of Computer Science, 2010, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)","institution_ids":["https://openalex.org/I83259278"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091380300"],"corresponding_institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210088668","https://openalex.org/I4210136436","https://openalex.org/I83259278"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19183388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9894000291824341,"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"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9793999791145325,"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/computer-science","display_name":"Computer science","score":0.7795436382293701},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6669089198112488},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6207780838012695},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5426537990570068},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5199395418167114},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4857943058013916},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4745241701602936},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4602258801460266},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45820000767707825},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.4257497787475586},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.41834717988967896},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.389340877532959},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.37641289830207825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36866116523742676},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.23616045713424683},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1746724545955658},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1658325493335724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7795436382293701},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6669089198112488},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6207780838012695},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5426537990570068},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5199395418167114},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4857943058013916},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4745241701602936},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4602258801460266},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45820000767707825},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.4257497787475586},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.41834717988967896},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.389340877532959},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37641289830207825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36866116523742676},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.23616045713424683},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1746724545955658},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1658325493335724},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-024-10186-2","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s00521-024-10186-2","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04667209v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04667209/document","pdf_url":"https://hal.science/hal-04667209v1/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":"Neural Computing and Applications, 2024, 36, pp.19247-19265. ⟨10.1007/s00521-024-10186-2⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04667209v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04667209/document","pdf_url":"https://hal.science/hal-04667209v1/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":"Neural Computing and Applications, 2024, 36, pp.19247-19265. ⟨10.1007/s00521-024-10186-2⟩","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5400000214576721,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401293807.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1974289021","https://openalex.org/W1981276685","https://openalex.org/W1998598901","https://openalex.org/W2103079830","https://openalex.org/W2118246710","https://openalex.org/W2161010468","https://openalex.org/W2520334821","https://openalex.org/W2889326414","https://openalex.org/W2890443177","https://openalex.org/W2897125182","https://openalex.org/W2901647431","https://openalex.org/W2952964658","https://openalex.org/W2962893256","https://openalex.org/W2963131120","https://openalex.org/W2982898268","https://openalex.org/W2995015263","https://openalex.org/W3005428246","https://openalex.org/W3045510691","https://openalex.org/W3082183666","https://openalex.org/W3091886286","https://openalex.org/W3096193467","https://openalex.org/W3107331533","https://openalex.org/W3128544109","https://openalex.org/W3160498906","https://openalex.org/W3170889935","https://openalex.org/W3175105408","https://openalex.org/W4200524106","https://openalex.org/W4220870301","https://openalex.org/W4312172681","https://openalex.org/W4312294840","https://openalex.org/W4313530822","https://openalex.org/W4317739596","https://openalex.org/W4323074868","https://openalex.org/W4328050851","https://openalex.org/W4361007732","https://openalex.org/W4361199083","https://openalex.org/W4366362818","https://openalex.org/W4377016701","https://openalex.org/W4386465411"],"related_works":["https://openalex.org/W2372020181","https://openalex.org/W2156531654","https://openalex.org/W1581723585","https://openalex.org/W4378714697","https://openalex.org/W2294330161","https://openalex.org/W2253069048","https://openalex.org/W2804553224","https://openalex.org/W140709781","https://openalex.org/W3214340375","https://openalex.org/W1510159504"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}