{"id":"https://openalex.org/W1608457536","doi":"https://doi.org/10.1109/multi-temp.2015.7245792","title":"Tree species discrimination in temperate woodland using high spatial resolution Formosat-2 time series","display_name":"Tree species discrimination in temperate woodland using high spatial resolution Formosat-2 time series","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1608457536","doi":"https://doi.org/10.1109/multi-temp.2015.7245792","mag":"1608457536"},"language":"en","primary_location":{"id":"doi:10.1109/multi-temp.2015.7245792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/multi-temp.2015.7245792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp)","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/A5002050260","display_name":"David Sheeren","orcid":"https://orcid.org/0000-0001-8016-5355"},"institutions":[{"id":"https://openalex.org/I4387155609","display_name":"Dynamiques et \u00e9cologie des paysages agriforestiers","ror":"https://ror.org/04wa4se75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210131653","https://openalex.org/I4387155609","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I1314251682","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/05y503v71","country_code":"MA","type":"facility","lineage":["https://openalex.org/I1314251682"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]}],"countries":["FR","MA"],"is_corresponding":true,"raw_author_name":"D. Sheeren","raw_affiliation_strings":["INP-ENSAT / INRA / INP-EI, DYNAFOR Lab., France","DYNAFOR Lab., INP-ENSAT / INRA / INP-EI Purpan, 31326 Castanet-Tolosan cedex, France"],"affiliations":[{"raw_affiliation_string":"INP-ENSAT / INRA / INP-EI, DYNAFOR Lab., France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4387155609"]},{"raw_affiliation_string":"DYNAFOR Lab., INP-ENSAT / INRA / INP-EI Purpan, 31326 Castanet-Tolosan cedex, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4387155609","https://openalex.org/I1314251682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109224600","display_name":"Mathieu Fauvel","orcid":null},"institutions":[{"id":"https://openalex.org/I1314251682","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/05y503v71","country_code":"MA","type":"facility","lineage":["https://openalex.org/I1314251682"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4387155609","display_name":"Dynamiques et \u00e9cologie des paysages agriforestiers","ror":"https://ror.org/04wa4se75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210131653","https://openalex.org/I4387155609","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"M. Fauvel","raw_affiliation_strings":["INP-ENSAT / INRA / INP-EI, DYNAFOR Lab., France","DYNAFOR Lab., INP-ENSAT / INRA / INP-EI Purpan, 31326 Castanet-Tolosan cedex, France"],"affiliations":[{"raw_affiliation_string":"INP-ENSAT / INRA / INP-EI, DYNAFOR Lab., France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4387155609"]},{"raw_affiliation_string":"DYNAFOR Lab., INP-ENSAT / INRA / INP-EI Purpan, 31326 Castanet-Tolosan cedex, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4387155609","https://openalex.org/I1314251682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074965018","display_name":"Carole Planque","orcid":"https://orcid.org/0000-0002-3007-3441"},"institutions":[{"id":"https://openalex.org/I4387155609","display_name":"Dynamiques et \u00e9cologie des paysages agriforestiers","ror":"https://ror.org/04wa4se75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210131653","https://openalex.org/I4387155609","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I1314251682","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/05y503v71","country_code":"MA","type":"facility","lineage":["https://openalex.org/I1314251682"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"C. Planque","raw_affiliation_strings":["INP-ENSAT / INRA / INP-EI, DYNAFOR Lab., France","DYNAFOR Lab., INP-ENSAT / INRA / INP-EI Purpan, 31326 Castanet-Tolosan cedex, France"],"affiliations":[{"raw_affiliation_string":"INP-ENSAT / INRA / INP-EI, DYNAFOR Lab., France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4387155609"]},{"raw_affiliation_string":"DYNAFOR Lab., INP-ENSAT / INRA / INP-EI Purpan, 31326 Castanet-Tolosan cedex, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4387155609","https://openalex.org/I1314251682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090870169","display_name":"J\u00e9r\u00f4me Willm","orcid":null},"institutions":[{"id":"https://openalex.org/I4387155609","display_name":"Dynamiques et \u00e9cologie des paysages agriforestiers","ror":"https://ror.org/04wa4se75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210131653","https://openalex.org/I4387155609","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I1314251682","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/05y503v71","country_code":"MA","type":"facility","lineage":["https://openalex.org/I1314251682"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"J. Willm","raw_affiliation_strings":["INP-ENSAT / INRA / INP-EI, DYNAFOR Lab., France","DYNAFOR Lab., INP-ENSAT / INRA / INP-EI Purpan, 31326 Castanet-Tolosan cedex, France"],"affiliations":[{"raw_affiliation_string":"INP-ENSAT / INRA / INP-EI, DYNAFOR Lab., France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4387155609"]},{"raw_affiliation_string":"DYNAFOR Lab., INP-ENSAT / INRA / INP-EI Purpan, 31326 Castanet-Tolosan cedex, France","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4387155609","https://openalex.org/I1314251682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089387904","display_name":"Jean-Fran\u00e7ois Dejoux","orcid":"https://orcid.org/0000-0001-8626-0169"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"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/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. F. Dejoux","raw_affiliation_strings":["CNRS / IRD / CNES / UPS, CESBIO Lab., Toulouse, France","CESBIO Lab., CNRS / IRD / CNES / UPS, 31401 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"CNRS / IRD / CNES / UPS, CESBIO Lab., Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210100083","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CESBIO Lab., CNRS / IRD / CNES / UPS, 31401 Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002050260"],"corresponding_institution_ids":["https://openalex.org/I4387155609","https://openalex.org/I1314251682","https://openalex.org/I205747304"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.02340819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9984999895095825,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9866999983787537,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9836999773979187,"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/woodland","display_name":"Woodland","score":0.7780275344848633},{"id":"https://openalex.org/keywords/temperate-rainforest","display_name":"Temperate rainforest","score":0.7345128059387207},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7153701782226562},{"id":"https://openalex.org/keywords/temperate-forest","display_name":"Temperate forest","score":0.6272687315940857},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.5610029697418213},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5212186574935913},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.46314379572868347},{"id":"https://openalex.org/keywords/forest-ecology","display_name":"Forest ecology","score":0.45681700110435486},{"id":"https://openalex.org/keywords/temperate-climate","display_name":"Temperate climate","score":0.45058342814445496},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4373813271522522},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.43355515599250793},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.42237481474876404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3904867470264435},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.35663264989852905},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.32216352224349976},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2131446897983551},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14756512641906738},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10770264267921448}],"concepts":[{"id":"https://openalex.org/C203174812","wikidata":"https://www.wikidata.org/wiki/Q3241565","display_name":"Woodland","level":2,"score":0.7780275344848633},{"id":"https://openalex.org/C92494378","wikidata":"https://www.wikidata.org/wiki/Q845725","display_name":"Temperate rainforest","level":3,"score":0.7345128059387207},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7153701782226562},{"id":"https://openalex.org/C188442384","wikidata":"https://www.wikidata.org/wiki/Q3079197","display_name":"Temperate forest","level":3,"score":0.6272687315940857},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.5610029697418213},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5212186574935913},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.46314379572868347},{"id":"https://openalex.org/C73935091","wikidata":"https://www.wikidata.org/wiki/Q2249329","display_name":"Forest ecology","level":3,"score":0.45681700110435486},{"id":"https://openalex.org/C81461190","wikidata":"https://www.wikidata.org/wiki/Q167466","display_name":"Temperate climate","level":2,"score":0.45058342814445496},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4373813271522522},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.43355515599250793},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.42237481474876404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3904867470264435},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.35663264989852905},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.32216352224349976},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2131446897983551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14756512641906738},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10770264267921448},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/multi-temp.2015.7245792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/multi-temp.2015.7245792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.47999998927116394,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1967621805","https://openalex.org/W1970058722","https://openalex.org/W1999312795","https://openalex.org/W2004553299","https://openalex.org/W2034816582","https://openalex.org/W2078557491","https://openalex.org/W2101234009","https://openalex.org/W2107159911","https://openalex.org/W2124921899","https://openalex.org/W2134312403","https://openalex.org/W2146126838","https://openalex.org/W2408300602","https://openalex.org/W2765109354","https://openalex.org/W2885085815","https://openalex.org/W4239304042","https://openalex.org/W6675354045","https://openalex.org/W6713585877","https://openalex.org/W6745741242"],"related_works":["https://openalex.org/W2991187149","https://openalex.org/W4236755539","https://openalex.org/W2952583970","https://openalex.org/W2316540704","https://openalex.org/W3094509721","https://openalex.org/W4214906994","https://openalex.org/W4401208133","https://openalex.org/W3212943825","https://openalex.org/W2014263371","https://openalex.org/W4247998846"],"abstract_inverted_index":{"Mapping":[0],"tree":[1,28,72],"species":[2,29,73],"is":[3,33,37],"an":[4],"important":[5],"issue":[6],"for":[7,71,89,104],"forest":[8,91,106],"ecosystem":[9],"services":[10],"and":[11,43],"habitat":[12],"assessment.":[13],"In":[14],"this":[15],"study,":[16],"the":[17,62,96,100],"ability":[18],"of":[19,30,47,54,64,99],"Formosat-2":[20],"multispectral":[21],"image":[22],"time":[23],"series":[24],"to":[25,59,86],"discriminate":[26],"thirteen":[27],"temperate":[31],"woodland":[32],"investigated.":[34],"The":[35,49,75],"discrimination":[36],"performed":[38],"using":[39,65],"several":[40],"learning":[41],"classifiers":[42],"testing":[44],"three":[45],"levels":[46],"classification.":[48],"classification":[50],"accuracies":[51],"in":[52,68],"terms":[53],"kappa":[55],"vary":[56],"from":[57],"0.80":[58],"0.96":[60],"highlighting":[61],"benefits":[63],"seasonal":[66],"variations":[67],"spectral":[69],"reflectance":[70],"identification.":[74],"results":[76],"suggest":[77],"that":[78],"time-series":[79],"data":[80,88],"can":[81],"be":[82],"a":[83],"good":[84],"alternative":[85],"hyperspectral":[87],"mapping":[90],"types.":[92],"It":[93],"also":[94],"demonstrate":[95],"potential":[97],"contribution":[98],"forthcoming":[101],"Sentinel-2":[102],"images":[103],"studying":[105],"ecosystems.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
