{"id":"https://openalex.org/W3081775485","doi":"https://doi.org/10.3390/rs12172845","title":"Spatio-Temporal Classification Framework for Mapping Woody Vegetation from Multi-Temporal Sentinel-2 Imagery","display_name":"Spatio-Temporal Classification Framework for Mapping Woody Vegetation from Multi-Temporal Sentinel-2 Imagery","publication_year":2020,"publication_date":"2020-09-02","ids":{"openalex":"https://openalex.org/W3081775485","doi":"https://doi.org/10.3390/rs12172845","mag":"3081775485"},"language":"en","primary_location":{"id":"doi:10.3390/rs12172845","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172845","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2845/pdf?version=1599029215","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/17/2845/pdf?version=1599029215","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087183716","display_name":"Jovan Kova\u010devi\u0107","orcid":"https://orcid.org/0000-0001-9980-5797"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Jovan Kova\u010devi\u0107","raw_affiliation_strings":["Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0001-9980-5797","affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029851659","display_name":"\u017deljko Cvijetinovi\u0107","orcid":"https://orcid.org/0000-0002-2574-6445"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"\u017deljko Cvijetinovi\u0107","raw_affiliation_strings":["Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-2574-6445","affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070802025","display_name":"Dmitar Laku\u0161i\u0107","orcid":"https://orcid.org/0000-0001-6708-6652"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dmitar Laku\u0161i\u0107","raw_affiliation_strings":["Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \u201cJevremovac\u201d, Takovska 43, 11000 Belgrade, Serbia","Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \"Jevremovac\", Takovska 43, 11000 Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \u201cJevremovac\u201d, Takovska 43, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]},{"raw_affiliation_string":"Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \"Jevremovac\", Takovska 43, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081556040","display_name":"Nevena Kuzmanovi\u0107","orcid":"https://orcid.org/0000-0003-3463-5541"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nevena Kuzmanovi\u0107","raw_affiliation_strings":["Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \u201cJevremovac\u201d, Takovska 43, 11000 Belgrade, Serbia","Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \"Jevremovac\", Takovska 43, 11000 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0003-3463-5541","affiliations":[{"raw_affiliation_string":"Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \u201cJevremovac\u201d, Takovska 43, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]},{"raw_affiliation_string":"Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \"Jevremovac\", Takovska 43, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013572084","display_name":"Jasmina \u0160in\u017ear\u2010Sekuli\u0107","orcid":"https://orcid.org/0000-0002-8181-7164"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Jasmina \u0160in\u017ear-Sekuli\u0107","raw_affiliation_strings":["Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \u201cJevremovac\u201d, Takovska 43, 11000 Belgrade, Serbia","Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \"Jevremovac\", Takovska 43, 11000 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-8181-7164","affiliations":[{"raw_affiliation_string":"Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \u201cJevremovac\u201d, Takovska 43, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]},{"raw_affiliation_string":"Faculty of Biology, University of Belgrade, Institute of Botany and Botanical Garden \"Jevremovac\", Takovska 43, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072675299","display_name":"Momir Mitrovi\u0107","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Momir Mitrovi\u0107","raw_affiliation_strings":["MapSoft d.o.o, Ustani\u010dka 64/7, 11000 Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MapSoft d.o.o, Ustani\u010dka 64/7, 11000 Belgrade, Serbia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020465435","display_name":"Nikola Stan\u010di\u0107","orcid":"https://orcid.org/0000-0001-5332-3063"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nikola Stan\u010di\u0107","raw_affiliation_strings":["Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0001-5332-3063","affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089337816","display_name":"Nenad Brodi\u0107","orcid":"https://orcid.org/0000-0002-8757-0991"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nenad Brodi\u0107","raw_affiliation_strings":["Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001529507","display_name":"Dragan Mihajlovi\u0107","orcid":"https://orcid.org/0000-0002-6122-3158"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dragan Mihajlovi\u0107","raw_affiliation_strings":["Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087183716"],"corresponding_institution_ids":["https://openalex.org/I4068193"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":0.8521,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.72287981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":"17","first_page":"2845","last_page":"2845"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"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":0.9994999766349792,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.9868999719619751,"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/vegetation","display_name":"Vegetation (pathology)","score":0.6875402331352234},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6863324642181396},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6232823729515076},{"id":"https://openalex.org/keywords/cohens-kappa","display_name":"Cohen's kappa","score":0.5984529256820679},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5663764476776123},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4953700304031372},{"id":"https://openalex.org/keywords/vegetation-classification","display_name":"Vegetation classification","score":0.49502652883529663},{"id":"https://openalex.org/keywords/vegetation-types","display_name":"Vegetation types","score":0.48226219415664673},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4232426881790161},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40663278102874756},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18259882926940918},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13864949345588684},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09313151240348816},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08955806493759155}],"concepts":[{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.6875402331352234},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6863324642181396},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6232823729515076},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.5984529256820679},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5663764476776123},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4953700304031372},{"id":"https://openalex.org/C2776054349","wikidata":"https://www.wikidata.org/wiki/Q18648871","display_name":"Vegetation classification","level":3,"score":0.49502652883529663},{"id":"https://openalex.org/C2994341026","wikidata":"https://www.wikidata.org/wiki/Q18648871","display_name":"Vegetation types","level":3,"score":0.48226219415664673},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4232426881790161},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40663278102874756},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18259882926940918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13864949345588684},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09313151240348816},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08955806493759155},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12172845","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172845","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2845/pdf?version=1599029215","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3bb68c18765849d09fb8d8bc7cf5f730","is_oa":true,"landing_page_url":"https://doaj.org/article/3bb68c18765849d09fb8d8bc7cf5f730","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 17, p 2845 (2020)","raw_type":"article"},{"id":"pmh:oai:grafar.grf.bg.ac.rs:123456789/2057","is_oa":true,"landing_page_url":"https://grafar.grf.bg.ac.rs/handle/123456789/2057","pdf_url":null,"source":{"id":"https://openalex.org/S4306402541","display_name":"GraFar (University of Belgrade, Faculty of Civil Engineering)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210101313","host_organization_name":"University Hospital Center Dr Dragi\u0161a Mi\u0161ovi\u0107","host_organization_lineage":["https://openalex.org/I4210101313"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/17/2845/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12172845","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12172845","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172845","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2845/pdf?version=1599029215","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G2558638256","display_name":null,"funder_award_id":"173030","funder_id":"https://openalex.org/F4320322729","funder_display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja"},{"id":"https://openalex.org/G312406559","display_name":null,"funder_award_id":"36020","funder_id":"https://openalex.org/F4320322729","funder_display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja"},{"id":"https://openalex.org/G6208465052","display_name":null,"funder_award_id":"TR 36020","funder_id":"https://openalex.org/F4320322729","funder_display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja"}],"funders":[{"id":"https://openalex.org/F4320322729","display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja","ror":"https://ror.org/01znas443"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3081775485.pdf","grobid_xml":"https://content.openalex.org/works/W3081775485.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2004553299","https://openalex.org/W2011500029","https://openalex.org/W2030982915","https://openalex.org/W2051177122","https://openalex.org/W2056435747","https://openalex.org/W2074388642","https://openalex.org/W2088586107","https://openalex.org/W2146126838","https://openalex.org/W2157395790","https://openalex.org/W2171642129","https://openalex.org/W2265440719","https://openalex.org/W2273708466","https://openalex.org/W2384877831","https://openalex.org/W2408300602","https://openalex.org/W2487770199","https://openalex.org/W2507726724","https://openalex.org/W2529239031","https://openalex.org/W2767216801","https://openalex.org/W2768197405","https://openalex.org/W2768921697","https://openalex.org/W2769088119","https://openalex.org/W2773897953","https://openalex.org/W2798187540","https://openalex.org/W2808092904","https://openalex.org/W2911554154","https://openalex.org/W2911964244","https://openalex.org/W2929935266","https://openalex.org/W2932014221","https://openalex.org/W2945897702","https://openalex.org/W2970758423","https://openalex.org/W2976210365","https://openalex.org/W2984811207","https://openalex.org/W2988073690","https://openalex.org/W2999010101","https://openalex.org/W3006106690","https://openalex.org/W3027312415","https://openalex.org/W3038579873","https://openalex.org/W3102027041","https://openalex.org/W4252441533","https://openalex.org/W6713585877","https://openalex.org/W6747548798","https://openalex.org/W6767003527","https://openalex.org/W6768243097"],"related_works":["https://openalex.org/W2371965719","https://openalex.org/W2392599338","https://openalex.org/W1964701250","https://openalex.org/W2981611434","https://openalex.org/W2354167449","https://openalex.org/W2132694814","https://openalex.org/W2002033744","https://openalex.org/W3019298793","https://openalex.org/W2920267374","https://openalex.org/W2373150498"],"abstract_inverted_index":{"The":[0,88,131,168,192,211,228],"inventory":[1],"of":[2,6,14,29,44,109,118,151,183,203],"woody":[3,79,237],"vegetation":[4,80,145,177,238],"is":[5,42,91,102,255],"great":[7],"importance":[8],"for":[9,22,77,115,124,138,235],"good":[10],"forest":[11,67,97,142],"management.":[12],"Advancements":[13],"remote":[15],"sensing":[16],"techniques":[17],"have":[18,157],"provided":[19],"excellent":[20],"tools":[21],"such":[23,259],"purposes,":[24],"reducing":[25],"the":[26,38,45,72,94,106,119,148,174,181,189,204],"required":[27],"amount":[28],"time":[30,57],"and":[31,37,54,143,166,195,208,220,241],"labor,":[32],"yet":[33],"with":[34],"high":[35],"accuracy":[36,194],"information":[39,101],"richness.":[40],"Sentinel-2":[41,82],"one":[43],"relatively":[46],"new":[47],"satellite":[48],"missions,":[49],"whose":[50],"13":[51],"spectral":[52],"bands":[53],"short":[55],"revisit":[56],"proved":[58,231],"to":[59,66,128,218,226,232,245,257],"be":[60,129,233,246],"very":[61],"useful":[62],"when":[63],"it":[64],"comes":[65],"monitoring.":[68],"In":[69],"this":[70],"study,":[71],"novel":[73],"spatio-temporal":[74,126,154],"classification":[75],"framework":[76,90],"mapping":[78,139,236],"from":[81,199,216,224],"multitemporal":[83],"data":[84],"has":[85,134],"been":[86,135,158],"proposed.":[87],"used":[89],"based":[92],"on":[93],"probability":[95],"random":[96],"classification,":[98],"where":[99],"temporal":[100],"explicitly":[103],"defined":[104],"in":[105,180,239,248],"model.":[107],"Because":[108],"this,":[110],"several":[111],"predictions":[112],"are":[113,206],"made":[114],"each":[116],"pixel":[117],"study":[120,149],"area,":[121],"which":[122],"allow":[123],"specific":[125],"aggregation":[127,155],"performed.":[130],"proposed":[132,229],"methodology":[133,230],"successfully":[136],"applied":[137],"eight":[140],"potential":[141,244],"shrubby":[144],"types":[146],"over":[147],"area":[150],"Serbia.":[152],"Several":[153],"approaches":[156],"tested,":[159],"divided":[160],"into":[161],"two":[162],"main":[163],"groups:":[164],"pixel-based":[165],"neighborhood-based.":[167],"validation":[169,202],"metrics":[170],"show":[171],"that":[172],"determining":[173],"most":[175],"common":[176],"type":[178],"classes":[179],"neighborhood":[182],"5":[184,186],"\u00d7":[185],"pixels":[187],"provides":[188],"best":[190],"results.":[191],"overall":[193],"kappa":[196],"coefficient":[197],"obtained":[198],"five-fold":[200],"cross":[201],"results":[205],"82.97%":[207],"0.75,":[209],"respectively.":[210],"corresponding":[212],"producer\u2019s":[213],"accuracies":[214,222],"range":[215,223],"36.74%":[217],"97.99%":[219],"user\u2019s":[221],"46.31%":[225],"98.43%.":[227],"applicable":[234],"Serbia":[240],"shows":[242],"a":[243],"implemented":[247],"other":[249],"areas":[250],"as":[251],"well.":[252],"Further":[253],"testing":[254],"necessary":[256],"confirm":[258],"assumptions.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
