{"id":"https://openalex.org/W4317106320","doi":"https://doi.org/10.3390/rs15030555","title":"First Demonstration of Space-Borne Polarization Coherence Tomography for Characterizing Hyrcanian Forest Structural Diversity","display_name":"First Demonstration of Space-Borne Polarization Coherence Tomography for Characterizing Hyrcanian Forest Structural Diversity","publication_year":2023,"publication_date":"2023-01-17","ids":{"openalex":"https://openalex.org/W4317106320","doi":"https://doi.org/10.3390/rs15030555"},"language":"en","primary_location":{"id":"doi:10.3390/rs15030555","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030555","pdf_url":"https://www.mdpi.com/2072-4292/15/3/555/pdf?version=1675238742","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/2072-4292/15/3/555/pdf?version=1675238742","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081228809","display_name":"Maryam Poorazimy","orcid":"https://orcid.org/0000-0002-6341-3887"},"institutions":[{"id":"https://openalex.org/I67388046","display_name":"Gorgan University of Agricultural Sciences and Natural Resources","ror":"https://ror.org/01w6vdf77","country_code":"IR","type":"education","lineage":["https://openalex.org/I67388046"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI","IR"],"is_corresponding":true,"raw_author_name":"Maryam Poorazimy","raw_affiliation_strings":["Department of Electronics and Nanoengineering, Aalto University, 02150 Espoo, Finland","Department of Forestry, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan 49189-43464, Iran"],"raw_orcid":"https://orcid.org/0000-0002-6341-3887","affiliations":[{"raw_affiliation_string":"Department of Electronics and Nanoengineering, Aalto University, 02150 Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Forestry, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan 49189-43464, Iran","institution_ids":["https://openalex.org/I67388046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018124937","display_name":"Shaban Shataee","orcid":"https://orcid.org/0000-0002-3868-8475"},"institutions":[{"id":"https://openalex.org/I67388046","display_name":"Gorgan University of Agricultural Sciences and Natural Resources","ror":"https://ror.org/01w6vdf77","country_code":"IR","type":"education","lineage":["https://openalex.org/I67388046"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shaban Shataee","raw_affiliation_strings":["Department of Forestry, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan 49189-43464, Iran"],"raw_orcid":"https://orcid.org/0000-0002-3868-8475","affiliations":[{"raw_affiliation_string":"Department of Forestry, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan 49189-43464, Iran","institution_ids":["https://openalex.org/I67388046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026513006","display_name":"Hossein Aghababaei","orcid":"https://orcid.org/0000-0003-3417-2591"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hossein Aghababaei","raw_affiliation_strings":["Department of Earth Observation Science, University of Twente, 7514AE Enschede, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth Observation Science, University of Twente, 7514AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002417774","display_name":"Erkki Tomppo","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Erkki Tomppo","raw_affiliation_strings":["Department of Forest Sciences, University of Helsinki, 00014 Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Forest Sciences, University of Helsinki, 00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069103777","display_name":"Jaan Praks","orcid":"https://orcid.org/0000-0001-7466-3569"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jaan Praks","raw_affiliation_strings":["Department of Electronics and Nanoengineering, Aalto University, 02150 Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Nanoengineering, Aalto University, 02150 Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081228809"],"corresponding_institution_ids":["https://openalex.org/I67388046","https://openalex.org/I9927081"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2276,"currency":"EUR","value_usd":2454},"fwci":0.3475,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53504918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":"3","first_page":"555","last_page":"555"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"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/T11880","display_name":"Forest ecology and management","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T12729","display_name":"Tree Root and Stability Studies","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decorrelation","display_name":"Decorrelation","score":0.7030389904975891},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5295836925506592},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.5133951902389526},{"id":"https://openalex.org/keywords/diameter-at-breast-height","display_name":"Diameter at breast height","score":0.48532456159591675},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.47449541091918945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4490360915660858},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3933493196964264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33918970823287964},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26543471217155457},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.263622522354126},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.25226908922195435},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20472097396850586},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.20374342799186707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1410970687866211}],"concepts":[{"id":"https://openalex.org/C177860922","wikidata":"https://www.wikidata.org/wiki/Q788608","display_name":"Decorrelation","level":2,"score":0.7030389904975891},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5295836925506592},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.5133951902389526},{"id":"https://openalex.org/C58330081","wikidata":"https://www.wikidata.org/wiki/Q973582","display_name":"Diameter at breast height","level":2,"score":0.48532456159591675},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.47449541091918945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4490360915660858},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3933493196964264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33918970823287964},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26543471217155457},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.263622522354126},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.25226908922195435},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20472097396850586},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.20374342799186707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1410970687866211}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs15030555","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030555","pdf_url":"https://www.mdpi.com/2072-4292/15/3/555/pdf?version=1675238742","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:ris.utwente.nl:openaire/90e23884-f459-401a-a94e-b93046f4a77c","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/90e23884-f459-401a-a94e-b93046f4a77c","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Poorazimy, M, Shataee, S, Aghababaei, H, Tomppo, E & Praks, J 2023, 'First Demonstration of Space-Borne Polarization Coherence Tomography for Characterizing Hyrcanian Forest Structural Diversity', Remote sensing, vol. 15, no. 3, 555. https://doi.org/10.3390/rs15030555","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/119917","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/facea7e8-06a3-451f-ad3c-16ba3dc12cf1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:doaj.org/article:8749a3a243cc4eb9ac92b5e3bab17fd1","is_oa":true,"landing_page_url":"https://doaj.org/article/8749a3a243cc4eb9ac92b5e3bab17fd1","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 15, Iss 3, p 555 (2023)","raw_type":"article"},{"id":"pmh:oai:helda.helsinki.fi:10138/353328","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/353328","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/eprint/entityType/JournalArticle"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/3/555/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15030555","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; Volume 15; Issue 3; Pages: 555","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15030555","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030555","pdf_url":"https://www.mdpi.com/2072-4292/15/3/555/pdf?version=1675238742","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":[{"score":0.7599999904632568,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4317106320.pdf"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W92445097","https://openalex.org/W1538058927","https://openalex.org/W1539200999","https://openalex.org/W1589795233","https://openalex.org/W1680797894","https://openalex.org/W1875150955","https://openalex.org/W1948371848","https://openalex.org/W1973230060","https://openalex.org/W1978642993","https://openalex.org/W1992216270","https://openalex.org/W1993506734","https://openalex.org/W1998760159","https://openalex.org/W2001470990","https://openalex.org/W2002282477","https://openalex.org/W2009214675","https://openalex.org/W2009707410","https://openalex.org/W2012519352","https://openalex.org/W2013289853","https://openalex.org/W2015111511","https://openalex.org/W2018130020","https://openalex.org/W2027791852","https://openalex.org/W2032541606","https://openalex.org/W2040943149","https://openalex.org/W2044987471","https://openalex.org/W2048635363","https://openalex.org/W2057327074","https://openalex.org/W2061407689","https://openalex.org/W2064403203","https://openalex.org/W2074977053","https://openalex.org/W2075454268","https://openalex.org/W2082306459","https://openalex.org/W2083576167","https://openalex.org/W2087510526","https://openalex.org/W2089450719","https://openalex.org/W2091688953","https://openalex.org/W2097701306","https://openalex.org/W2100524057","https://openalex.org/W2103911579","https://openalex.org/W2108909762","https://openalex.org/W2110491447","https://openalex.org/W2119021935","https://openalex.org/W2119264734","https://openalex.org/W2134221848","https://openalex.org/W2142677925","https://openalex.org/W2145491683","https://openalex.org/W2151697539","https://openalex.org/W2152429819","https://openalex.org/W2166193889","https://openalex.org/W2169135519","https://openalex.org/W2193388394","https://openalex.org/W2415239988","https://openalex.org/W2530872033","https://openalex.org/W2546715339","https://openalex.org/W2570161650","https://openalex.org/W2593957790","https://openalex.org/W2769480240","https://openalex.org/W2772258192","https://openalex.org/W2773588735","https://openalex.org/W2773718222","https://openalex.org/W2790680828","https://openalex.org/W2891158477","https://openalex.org/W2899184311","https://openalex.org/W2900693046","https://openalex.org/W2901862456","https://openalex.org/W2911964244","https://openalex.org/W2998858673","https://openalex.org/W3009288410","https://openalex.org/W3118836514","https://openalex.org/W3196521115","https://openalex.org/W4230674625","https://openalex.org/W4239510810","https://openalex.org/W4282548647","https://openalex.org/W4289914010","https://openalex.org/W4385172262","https://openalex.org/W6662882453","https://openalex.org/W6665642519","https://openalex.org/W6666815748","https://openalex.org/W6674941111","https://openalex.org/W6682484189","https://openalex.org/W6698397870","https://openalex.org/W6731470047","https://openalex.org/W6788057704"],"related_works":["https://openalex.org/W1604939135","https://openalex.org/W2127058578","https://openalex.org/W2098040275","https://openalex.org/W2735368845","https://openalex.org/W2089764958","https://openalex.org/W3109905219","https://openalex.org/W2073586885","https://openalex.org/W2546477360","https://openalex.org/W2359691516","https://openalex.org/W1990069287"],"abstract_inverted_index":{"Structural":[0],"diversity":[1,10,27],"is":[2,340,363],"recognized":[3],"as":[4,145],"a":[5,13,30,76,105,270,287],"complementary":[6],"aspect":[7],"of":[8,25,46,54,99,109,119,124,131,140,158,183,205,218,236,253,273,294,300,305,312,326,347,360],"biological":[9],"and":[11,20,41,80,137,151,172,221,255,259,282,303,356],"plays":[12],"fundamental":[14],"role":[15],"in":[16,33,104,148,186,198,279,286,315,351],"forest":[17,43,55,86,108,170],"management,":[18],"conservation,":[19],"restoration.":[21],"Hence,":[22,343],"the":[23,34,51,93,97,138,156,181,190,232,241,276,313,320,338,348,353,357,361],"assessment":[24,346],"structural":[26,87],"has":[28],"become":[29],"major":[31],"effort":[32],"primary":[35],"international":[36],"processes,":[37],"dealing":[38],"with":[39,50,116,202,249,323],"biodiversity":[40],"sustainable":[42],"management.":[44],"Because":[45],"prohibitive":[47],"costs":[48],"associated":[49],"ground":[52,222,251],"measurements":[53,252],"structure,":[56],"despite":[57],"their":[58],"high":[59],"accuracy,":[60],"space-borne":[61,100,187],"polarization":[62,204],"coherence":[63],"tomography":[64],"(PCT)":[65],"can":[66],"introduce":[67],"an":[68,117,324,344],"alternative":[69],"approach":[70],"given":[71],"its":[72],"ability":[73],"to":[74,84,214,230],"provide":[75],"vertical":[77],"reflectivity":[78,234,243,354],"profile":[79,235,244,355],"spatiotemporal":[81],"resolutions":[82],"related":[83],"detecting":[85],"changes.":[88],"In":[89,154],"this":[90],"study,":[91],"for":[92,307,365],"first":[94],"time":[95],"ever,":[96],"potential":[98],"PCT":[101,188,321],"was":[102,212,228,317],"evaluated":[103],"broad-leaved":[106],"Hyrcanian":[107],"Iran":[110],"over":[111],"308":[112],"circular":[113],"sample":[114],"plots":[115],"area":[118],"0.1":[120],"ha.":[121],"Two":[122],"aspects":[123],"horizontal":[125],"structure":[126],"diversity,":[127],"including":[128,161],"standard":[129,199],"deviation":[130],"diameter":[132],"at":[133],"breast":[134],"height":[135,219],"(\u03c3dbh)":[136],"number":[139],"trees":[141],"(N),":[142],"were":[143,177,196,262],"predicted":[144],"important":[146],"characteristics":[147],"wood":[149],"production":[150],"biomass":[152],"estimation.":[153],"addition,":[155],"performance":[157,272],"prediction":[159],"algorithms,":[160],"multiple":[162],"linear":[163],"regression":[164,175],"(MLR),":[165],"k-nearest":[166],"neighbors":[167],"(k-NN),":[168],"random":[169],"(RF),":[171],"support":[173],"vector":[174],"(SVR)":[176],"compared.":[178],"We":[179],"addressed":[180],"issue":[182],"temporal":[184],"decorrelation":[185],"utilizing":[189,333],"single-pass":[191],"TanDEM-X":[192,334],"interferometer.":[193],"The":[194,225],"data":[195,335],"acquired":[197],"DEM":[200],"mode":[201],"single":[203],"HH.":[206],"Consequently,":[207],"airborne":[208],"laser":[209],"scanning":[210],"(ALS)":[211],"used":[213,229,349],"estimate":[215],"initial":[216],"values":[217],"hv":[220],"phase":[223],"\u03c60.":[224],"Fourier\u2013Legendre":[226],"series":[227],"approximate":[231],"relative":[233,242,288],"each":[237,247],"pixel.":[238],"To":[239],"link":[240],"averaged":[245],"within":[246],"plot":[248],"corresponding":[250],"\u03c3dbh":[254,281],"N,":[256],"thirteen":[257],"geometrical":[258],"physical":[260],"parameters":[261],"defined":[263],"(P1\u2212P13).":[264],"Leave-one-out":[265],"cross":[266],"validation":[267],"(LOOCV)":[268],"showed":[269],"better":[271],"k-NN":[274],"than":[275],"other":[277],"algorithms":[278],"predicting":[280],"N.":[283],"It":[284],"resulted":[285],"root":[289],"mean":[290,296],"square":[291],"error":[292,298],"(rRMSE)":[293],"32.80%,":[295],"absolute":[297],"(MAE)":[299],"4.69":[301],"cm,":[302],"R2*":[304],"0.25":[306],"\u03c3dbh,":[308],"whereas":[309],"only":[310],"22%":[311],"variation":[314],"N":[316],"explained":[318],"using":[319],"algorithm":[322],"rRMSE":[325],"41.56%.":[327],"This":[328],"study":[329],"revealed":[330],"promising":[331],"results":[332],"even":[336],"though":[337],"accuracy":[339],"still":[341],"limited.":[342],"entire":[345],"framework":[350],"characterizing":[352],"possible":[358],"effect":[359],"scale":[362],"necessary":[364],"future":[366],"studies.":[367]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}