{"id":"https://openalex.org/W2016490195","doi":"https://doi.org/10.1109/igarss.2012.6351928","title":"Remote sensing training in scientific master in France and Africa: Educational choices according to students' academic initial training and first distance learning feedback in Cameroon","display_name":"Remote sensing training in scientific master in France and Africa: Educational choices according to students' academic initial training and first distance learning feedback in Cameroon","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2016490195","doi":"https://doi.org/10.1109/igarss.2012.6351928","mag":"2016490195"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2012.6351928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"preprint","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/A5103468019","display_name":"J.P. Rudant","orcid":null},"institutions":[{"id":"https://openalex.org/I1327553481","display_name":"Institut national de l\u2019information g\u00e9ographique et foresti\u00e8re","ror":"https://ror.org/05jxfge78","country_code":"FR","type":"government","lineage":["https://openalex.org/I1327553481"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4387155313","display_name":"Laboratoire d'\u00e9lectronique, syst\u00e8mes de communication et microsyst\u00e8mes","ror":"https://ror.org/01m83bk32","country_code":null,"type":"facility","lineage":["https://openalex.org/I124158823","https://openalex.org/I1294671590","https://openalex.org/I4210134562","https://openalex.org/I4210154111","https://openalex.org/I4210156868","https://openalex.org/I4387155313"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.P. Rudant","raw_affiliation_strings":["ENSG Ecole Nationale des Sciences g\u00e9ographiques Universit\u00e9 Paris Est, Marne la Vall\u00e9e, France","Laboratoire ESYCOM, Equipe T\u00e9l\u00e9d\u00e9tection Information g\u00e9ographique, Universit\u00e9 Paris-Est Marne la Vall\u00e9e, 5 Bd Descartes 77454 Marne la Vall\u00e9e (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSG Ecole Nationale des Sciences g\u00e9ographiques Universit\u00e9 Paris Est, Marne la Vall\u00e9e, France","institution_ids":["https://openalex.org/I1327553481"]},{"raw_affiliation_string":"Laboratoire ESYCOM, Equipe T\u00e9l\u00e9d\u00e9tection Information g\u00e9ographique, Universit\u00e9 Paris-Est Marne la Vall\u00e9e, 5 Bd Descartes 77454 Marne la Vall\u00e9e (France)","institution_ids":["https://openalex.org/I4387155313","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028099072","display_name":"Pierre\u2010Yves Barbier","orcid":null},"institutions":[{"id":"https://openalex.org/I1327553481","display_name":"Institut national de l\u2019information g\u00e9ographique et foresti\u00e8re","ror":"https://ror.org/05jxfge78","country_code":"FR","type":"government","lineage":["https://openalex.org/I1327553481"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Barbier","raw_affiliation_strings":["ENSG Ecole Nationale des Sciences g\u00e9ographiques Universit\u00e9 Paris Est, Marne la Vall\u00e9e, France","ENSG Ecole Nationale des Sciences g\u00e9ographiques, Universit\u00e9 Paris Est, 6 ave Blaise Pascal, 77455 Marne la Vall\u00e9e (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSG Ecole Nationale des Sciences g\u00e9ographiques Universit\u00e9 Paris Est, Marne la Vall\u00e9e, France","institution_ids":["https://openalex.org/I1327553481"]},{"raw_affiliation_string":"ENSG Ecole Nationale des Sciences g\u00e9ographiques, Universit\u00e9 Paris Est, 6 ave Blaise Pascal, 77455 Marne la Vall\u00e9e (France)","institution_ids":["https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032420636","display_name":"O.d. Joinville","orcid":null},"institutions":[{"id":"https://openalex.org/I1327553481","display_name":"Institut national de l\u2019information g\u00e9ographique et foresti\u00e8re","ror":"https://ror.org/05jxfge78","country_code":"FR","type":"government","lineage":["https://openalex.org/I1327553481"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"O.d. Joinville","raw_affiliation_strings":["ENSG Ecole Nationale des Sciences g\u00e9ographiques Universit\u00e9 Paris Est, Marne la Vall\u00e9e, France","ENSG Ecole Nationale des Sciences g\u00e9ographiques, Universit\u00e9 Paris Est, 6 ave Blaise Pascal, 77455 Marne la Vall\u00e9e (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSG Ecole Nationale des Sciences g\u00e9ographiques Universit\u00e9 Paris Est, Marne la Vall\u00e9e, France","institution_ids":["https://openalex.org/I1327553481"]},{"raw_affiliation_string":"ENSG Ecole Nationale des Sciences g\u00e9ographiques, Universit\u00e9 Paris Est, 6 ave Blaise Pascal, 77455 Marne la Vall\u00e9e (France)","institution_ids":["https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044219427","display_name":"Baudouin Michel","orcid":null},"institutions":[{"id":"https://openalex.org/I34942010","display_name":"University of Kinshasa","ror":"https://ror.org/05rrz2q74","country_code":"CD","type":"education","lineage":["https://openalex.org/I34942010"]}],"countries":["CD"],"is_corresponding":false,"raw_author_name":"B. Michel","raw_affiliation_strings":["ERAIFT Ecole R\u00e9gionale post-universitaire d'Am\u00e9nagement et de Gestion Int\u00e9gr\u00e9s des For\u00eats et Territoires Tropicaux Universit\u00e9 de Kinshasa, Kinshasa, R D Congo","ERAIFT Ecole R\u00e9gionale post-universitaire d'Am\u00e9nagement et de Gestion Int\u00e9gr\u00e9s des For\u00eats et Territoires Tropicaux, Universit\u00e9 de Kinshasa, B.P. 15.373, Kinshasa R D Congo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ERAIFT Ecole R\u00e9gionale post-universitaire d'Am\u00e9nagement et de Gestion Int\u00e9gr\u00e9s des For\u00eats et Territoires Tropicaux Universit\u00e9 de Kinshasa, Kinshasa, R D Congo","institution_ids":["https://openalex.org/I34942010"]},{"raw_affiliation_string":"ERAIFT Ecole R\u00e9gionale post-universitaire d'Am\u00e9nagement et de Gestion Int\u00e9gr\u00e9s des For\u00eats et Territoires Tropicaux, Universit\u00e9 de Kinshasa, B.P. 15.373, Kinshasa R D Congo","institution_ids":["https://openalex.org/I34942010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009852884","display_name":"Joseph Ngono Mvogo","orcid":null},"institutions":[{"id":"https://openalex.org/I163423212","display_name":"University of Douala","ror":"https://ror.org/02zr5jr81","country_code":"CM","type":"education","lineage":["https://openalex.org/I163423212"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"J. Mvogo","raw_affiliation_strings":["Acad\u00e9mie Internet Universit\u00e9 de Douala, Cameroun, BP, Douala","Acad\u00e9mie Internet, Universit\u00e9 de Douala, Cameroun, BP 8698"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Acad\u00e9mie Internet Universit\u00e9 de Douala, Cameroun, BP, Douala","institution_ids":["https://openalex.org/I163423212"]},{"raw_affiliation_string":"Acad\u00e9mie Internet, Universit\u00e9 de Douala, Cameroun, BP 8698","institution_ids":["https://openalex.org/I163423212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075128529","display_name":"D. Niamien","orcid":null},"institutions":[{"id":"https://openalex.org/I1327553481","display_name":"Institut national de l\u2019information g\u00e9ographique et foresti\u00e8re","ror":"https://ror.org/05jxfge78","country_code":"FR","type":"government","lineage":["https://openalex.org/I1327553481"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4387155313","display_name":"Laboratoire d'\u00e9lectronique, syst\u00e8mes de communication et microsyst\u00e8mes","ror":"https://ror.org/01m83bk32","country_code":null,"type":"facility","lineage":["https://openalex.org/I124158823","https://openalex.org/I1294671590","https://openalex.org/I4210134562","https://openalex.org/I4210154111","https://openalex.org/I4210156868","https://openalex.org/I4387155313"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"D. Niamien","raw_affiliation_strings":["ENSG Ecole Nationale des Sciences g\u00e9ographiques Universit\u00e9 Paris Est, Marne la Vall\u00e9e, France","Laboratoire ESYCOM, Equipe T\u00e9l\u00e9d\u00e9tection Information g\u00e9ographique, Universit\u00e9 Paris-Est Marne la Vall\u00e9e, 5 Bd Descartes 77454 Marne la Vall\u00e9e (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSG Ecole Nationale des Sciences g\u00e9ographiques Universit\u00e9 Paris Est, Marne la Vall\u00e9e, France","institution_ids":["https://openalex.org/I1327553481"]},{"raw_affiliation_string":"Laboratoire ESYCOM, Equipe T\u00e9l\u00e9d\u00e9tection Information g\u00e9ographique, Universit\u00e9 Paris-Est Marne la Vall\u00e9e, 5 Bd Descartes 77454 Marne la Vall\u00e9e (France)","institution_ids":["https://openalex.org/I4387155313","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045879344","display_name":"Solofo Rakotondraompiana","orcid":null},"institutions":[{"id":"https://openalex.org/I137724175","display_name":"University of Antananarivo","ror":"https://ror.org/02w4gwv87","country_code":"MG","type":"education","lineage":["https://openalex.org/I137724175"]}],"countries":["MG"],"is_corresponding":false,"raw_author_name":"S. Rakotondraompiana","raw_affiliation_strings":["Institut & Observatoire de G\u00e9ophysique d'Antananarivo (IOGA), Universit\u00e9 d'Antananarivo, Madagascar","Institut & Observatoire de G\u00e9ophysique d'Antananarivo (IOGA), Universit\u00e9 d'Antananarivo, BP 3843, 101 Antananarivo (Madagascar)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut & Observatoire de G\u00e9ophysique d'Antananarivo (IOGA), Universit\u00e9 d'Antananarivo, Madagascar","institution_ids":["https://openalex.org/I137724175"]},{"raw_affiliation_string":"Institut & Observatoire de G\u00e9ophysique d'Antananarivo (IOGA), Universit\u00e9 d'Antananarivo, BP 3843, 101 Antananarivo (Madagascar)","institution_ids":["https://openalex.org/I137724175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060000850","display_name":"Bernard Ri\u00e9ra","orcid":"https://orcid.org/0000-0002-5320-9671"},"institutions":[{"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/I4210123595","display_name":"Mus\u00e9um national d'Histoire naturelle","ror":"https://ror.org/03wkt5x30","country_code":"FR","type":"archive","lineage":["https://openalex.org/I4210123595"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. Riera","raw_affiliation_strings":["CNRS Museum National d'Histoire Naturelle, Paris","CNRS, Museum National d'Histoire Naturelle, 57 rue Cuvier 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS Museum National d'Histoire Naturelle, Paris","institution_ids":["https://openalex.org/I4210123595","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CNRS, Museum National d'Histoire Naturelle, 57 rue Cuvier 75005 Paris, France","institution_ids":["https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22288813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7365","last_page":"7368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12343","display_name":"Geography Education and Pedagogy","score":0.9175000190734863,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12343","display_name":"Geography Education and Pedagogy","score":0.9175000190734863,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.7964603900909424},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.4384111166000366},{"id":"https://openalex.org/keywords/distance-education","display_name":"Distance education","score":0.42991501092910767},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4156385064125061},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3984382152557373},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.34030383825302124},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.31820952892303467},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19357028603553772},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.13848313689231873},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07894474267959595}],"concepts":[{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.7964603900909424},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.4384111166000366},{"id":"https://openalex.org/C503872463","wikidata":"https://www.wikidata.org/wiki/Q159595","display_name":"Distance education","level":2,"score":0.42991501092910767},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4156385064125061},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3984382152557373},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.34030383825302124},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.31820952892303467},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19357028603553772},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.13848313689231873},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07894474267959595},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss.2012.6351928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03099589v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03099589","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, France. pp.7365-7368, ⟨10.1109/igarss.2012.6351928⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2353933111","https://openalex.org/W230091440","https://openalex.org/W2399035783","https://openalex.org/W2233261550","https://openalex.org/W2593304799","https://openalex.org/W3161230432","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W2187475246"],"abstract_inverted_index":{"In":[0,44],"this":[1],"paper,":[2],"various":[3],"aspects":[4],"of":[5,54],"remote":[6,19,48],"sensing":[7,20,49],"teaching":[8],"are":[9,26,57],"presented":[10],"in":[11,17],"5":[12],"master's":[13,61],"degree,":[14],"second":[15],"year,":[16],"which":[18,56],"training":[21],"is":[22,50],"important":[23],",":[24],"those":[25],"master":[27],"IG":[28],"Paris-Est":[29],"France":[30],"IASIG":[31],"(Douala":[32],"Cameroun),":[33],"DEA":[34],"IOGA":[35],"(Tananarive,":[36],"Madagascar)":[37],"ERAIFT":[38],"(Kinsahsa":[39],"RDCongo),":[40],"BVT":[41],"(Museum":[42],"Paris),":[43],"the":[45,60],"five":[46],"cases,":[47],"just":[51],"a":[52],"part":[53],"courses":[55],"completed":[58],"by":[59],"specialities.":[62]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}