{"id":"https://openalex.org/W3128848044","doi":"https://doi.org/10.3390/rs13030507","title":"Terrestrial Laser Scanning for Vegetation Analyses with a Special Focus on Savannas","display_name":"Terrestrial Laser Scanning for Vegetation Analyses with a Special Focus on Savannas","publication_year":2021,"publication_date":"2021-01-31","ids":{"openalex":"https://openalex.org/W3128848044","doi":"https://doi.org/10.3390/rs13030507","mag":"3128848044"},"language":"en","primary_location":{"id":"doi:10.3390/rs13030507","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13030507","pdf_url":"https://www.mdpi.com/2072-4292/13/3/507/pdf?version=1612237390","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/2072-4292/13/3/507/pdf?version=1612237390","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050259919","display_name":"Tasiyiwa Priscilla Muumbe","orcid":"https://orcid.org/0000-0002-2887-5568"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tasiyiwa Priscilla Muumbe","raw_affiliation_strings":["Department for Earth Observation, Friedrich Schiller University Jena, 07743 Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Department for Earth Observation, Friedrich Schiller University Jena, 07743 Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078223207","display_name":"Jussi Baade","orcid":"https://orcid.org/0000-0001-9878-7232"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jussi Baade","raw_affiliation_strings":["Department of Physical Geography, Friedrich Schiller University Jena, 07743 Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Physical Geography, Friedrich Schiller University Jena, 07743 Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077105225","display_name":"Jenia Singh","orcid":"https://orcid.org/0000-0003-2909-8921"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jenia Singh","raw_affiliation_strings":["Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA"],"affiliations":[{"raw_affiliation_string":"Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011051705","display_name":"Christiane Schmullius","orcid":"https://orcid.org/0000-0001-6182-1249"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christiane Schmullius","raw_affiliation_strings":["Department for Earth Observation, Friedrich Schiller University Jena, 07743 Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Department for Earth Observation, Friedrich Schiller University Jena, 07743 Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015885229","display_name":"Christian Thau","orcid":"https://orcid.org/0000-0002-6793-4073"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Thau","raw_affiliation_strings":["Department for Earth Observation, Friedrich Schiller University Jena, 07743 Jena, Germany","Department for Urban Development and Environment, Jena City Administration, 07743 Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Department for Earth Observation, Friedrich Schiller University Jena, 07743 Jena, Germany","institution_ids":["https://openalex.org/I76198965"]},{"raw_affiliation_string":"Department for Urban Development and Environment, Jena City Administration, 07743 Jena, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050259919"],"corresponding_institution_ids":["https://openalex.org/I76198965"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2187,"currency":"EUR","value_usd":2358},"fwci":1.8176,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.82799749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"13","issue":"3","first_page":"507","last_page":"507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":1.0,"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":1.0,"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/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/T11880","display_name":"Forest ecology and management","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/biome","display_name":"Biome","score":0.8203206062316895},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.7377781867980957},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5912739038467407},{"id":"https://openalex.org/keywords/shrub","display_name":"Shrub","score":0.5507649779319763},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5149120092391968},{"id":"https://openalex.org/keywords/taiga","display_name":"Taiga","score":0.5043870210647583},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.4560830295085907},{"id":"https://openalex.org/keywords/boreal","display_name":"Boreal","score":0.44317370653152466},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.3887963891029358},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.38772791624069214},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.37997451424598694},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2851783037185669},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.22121164202690125}],"concepts":[{"id":"https://openalex.org/C89920630","wikidata":"https://www.wikidata.org/wiki/Q101998","display_name":"Biome","level":3,"score":0.8203206062316895},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7377781867980957},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5912739038467407},{"id":"https://openalex.org/C2778091200","wikidata":"https://www.wikidata.org/wiki/Q42295","display_name":"Shrub","level":2,"score":0.5507649779319763},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5149120092391968},{"id":"https://openalex.org/C87621631","wikidata":"https://www.wikidata.org/wiki/Q69564","display_name":"Taiga","level":2,"score":0.5043870210647583},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.4560830295085907},{"id":"https://openalex.org/C100537666","wikidata":"https://www.wikidata.org/wiki/Q893477","display_name":"Boreal","level":2,"score":0.44317370653152466},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.3887963891029358},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.38772791624069214},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.37997451424598694},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2851783037185669},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.22121164202690125},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs13030507","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13030507","pdf_url":"https://www.mdpi.com/2072-4292/13/3/507/pdf?version=1612237390","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:ddb941e2144d49f8962c2bb04c1902cf","is_oa":true,"landing_page_url":"https://doaj.org/article/ddb941e2144d49f8962c2bb04c1902cf","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 13, Iss 3, p 507 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/3/507/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13030507","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 13; Issue 3; Pages: 507","raw_type":"Text"},{"id":"pmh:oai:www.db-thueringen.de:dbt_mods_00048075","is_oa":true,"landing_page_url":"http://uri.gbv.de/document/gvk:ppn:1750738538","pdf_url":null,"source":{"id":"https://openalex.org/S4306400120","display_name":"Common Library Network (Der Gemeinsame Bibliotheksverbund)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210149878","host_organization_name":"Verbundzentrale des GBV","host_organization_lineage":["https://openalex.org/I4210149878"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs13030507","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13030507","pdf_url":"https://www.mdpi.com/2072-4292/13/3/507/pdf?version=1612237390","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":0.699999988079071,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G5129046147","display_name":null,"funder_award_id":"DAAD Ref No. SPACES II.2 CaBuDe 57531823","funder_id":"https://openalex.org/F4320320875","funder_display_name":"Deutscher Akademischer Austauschdienst"}],"funders":[{"id":"https://openalex.org/F4320320875","display_name":"Deutscher Akademischer Austauschdienst","ror":"https://ror.org/039djdh30"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128848044.pdf","grobid_xml":"https://content.openalex.org/works/W3128848044.grobid-xml"},"referenced_works_count":180,"referenced_works":["https://openalex.org/W800775703","https://openalex.org/W1239585782","https://openalex.org/W1532095817","https://openalex.org/W1661631978","https://openalex.org/W1819141188","https://openalex.org/W1882707605","https://openalex.org/W1964011242","https://openalex.org/W1964264130","https://openalex.org/W1964704256","https://openalex.org/W1965286517","https://openalex.org/W1965722011","https://openalex.org/W1968833491","https://openalex.org/W1969434292","https://openalex.org/W1970991873","https://openalex.org/W1975625529","https://openalex.org/W1977940988","https://openalex.org/W1980375943","https://openalex.org/W1983486580","https://openalex.org/W1993457928","https://openalex.org/W1996702045","https://openalex.org/W2000402138","https://openalex.org/W2005358860","https://openalex.org/W2005446025","https://openalex.org/W2007332058","https://openalex.org/W2014375235","https://openalex.org/W2017517123","https://openalex.org/W2017595165","https://openalex.org/W2023491642","https://openalex.org/W2030939714","https://openalex.org/W2036852440","https://openalex.org/W2046809720","https://openalex.org/W2050269337","https://openalex.org/W2057196936","https://openalex.org/W2062883956","https://openalex.org/W2065401301","https://openalex.org/W2070176478","https://openalex.org/W2071454092","https://openalex.org/W2072568123","https://openalex.org/W2075246060","https://openalex.org/W2077944642","https://openalex.org/W2080548608","https://openalex.org/W2085382913","https://openalex.org/W2087263574","https://openalex.org/W2088783667","https://openalex.org/W2089336101","https://openalex.org/W2091688953","https://openalex.org/W2091701868","https://openalex.org/W2096109815","https://openalex.org/W2098919237","https://openalex.org/W2100685227","https://openalex.org/W2104482771","https://openalex.org/W2104968988","https://openalex.org/W2112660432","https://openalex.org/W2113748593","https://openalex.org/W2114506652","https://openalex.org/W2116567851","https://openalex.org/W2116952004","https://openalex.org/W2118389835","https://openalex.org/W2127098701","https://openalex.org/W2136245122","https://openalex.org/W2140175581","https://openalex.org/W2145902589","https://openalex.org/W2146751368","https://openalex.org/W2147550651","https://openalex.org/W2153322439","https://openalex.org/W2163478020","https://openalex.org/W2167324796","https://openalex.org/W2174904160","https://openalex.org/W2175890440","https://openalex.org/W2186142124","https://openalex.org/W2272473773","https://openalex.org/W2273683491","https://openalex.org/W2278616934","https://openalex.org/W2280788228","https://openalex.org/W2302538754","https://openalex.org/W2308825874","https://openalex.org/W2332203233","https://openalex.org/W2393248833","https://openalex.org/W2412433088","https://openalex.org/W2417416191","https://openalex.org/W2466494297","https://openalex.org/W2470450194","https://openalex.org/W2472107552","https://openalex.org/W2473658880","https://openalex.org/W2475653025","https://openalex.org/W2522327845","https://openalex.org/W2522686994","https://openalex.org/W2540382471","https://openalex.org/W2545095470","https://openalex.org/W2548823545","https://openalex.org/W2553379744","https://openalex.org/W2556636030","https://openalex.org/W2559569965","https://openalex.org/W2563061754","https://openalex.org/W2564060852","https://openalex.org/W2588973786","https://openalex.org/W2591561596","https://openalex.org/W2604937504","https://openalex.org/W2612949972","https://openalex.org/W2617121149","https://openalex.org/W2617295820","https://openalex.org/W2619136166","https://openalex.org/W2703182573","https://openalex.org/W2743194349","https://openalex.org/W2747930430","https://openalex.org/W2755608923","https://openalex.org/W2757642491","https://openalex.org/W2760677139","https://openalex.org/W2761453579","https://openalex.org/W2763455760","https://openalex.org/W2776400734","https://openalex.org/W2782687039","https://openalex.org/W2783277262","https://openalex.org/W2784072627","https://openalex.org/W2788146971","https://openalex.org/W2788190553","https://openalex.org/W2788326453","https://openalex.org/W2789936919","https://openalex.org/W2791237915","https://openalex.org/W2791355072","https://openalex.org/W2793581191","https://openalex.org/W2801787139","https://openalex.org/W2802658384","https://openalex.org/W2804550932","https://openalex.org/W2804653372","https://openalex.org/W2807888046","https://openalex.org/W2854764196","https://openalex.org/W2884197231","https://openalex.org/W2884693137","https://openalex.org/W2886726829","https://openalex.org/W2891260110","https://openalex.org/W2897696570","https://openalex.org/W2900058927","https://openalex.org/W2901299896","https://openalex.org/W2901497416","https://openalex.org/W2904070373","https://openalex.org/W2905414765","https://openalex.org/W2905827903","https://openalex.org/W2913475014","https://openalex.org/W2914172611","https://openalex.org/W2921677072","https://openalex.org/W2925454374","https://openalex.org/W2931168078","https://openalex.org/W2947533299","https://openalex.org/W2950124963","https://openalex.org/W2950288148","https://openalex.org/W2950779266","https://openalex.org/W2954080612","https://openalex.org/W2955191297","https://openalex.org/W2955811644","https://openalex.org/W2961010599","https://openalex.org/W2964418103","https://openalex.org/W2966590113","https://openalex.org/W2971872054","https://openalex.org/W2973163281","https://openalex.org/W2976697151","https://openalex.org/W2976877213","https://openalex.org/W2979483926","https://openalex.org/W2981001962","https://openalex.org/W2982115794","https://openalex.org/W2994638531","https://openalex.org/W3012679073","https://openalex.org/W3013082057","https://openalex.org/W3015035204","https://openalex.org/W3025898282","https://openalex.org/W3028123617","https://openalex.org/W3028855635","https://openalex.org/W3088292472","https://openalex.org/W3094711893","https://openalex.org/W3098802124","https://openalex.org/W3106720928","https://openalex.org/W3114070517","https://openalex.org/W3124708519","https://openalex.org/W3126079966","https://openalex.org/W4235928296","https://openalex.org/W6686791503","https://openalex.org/W6743383786","https://openalex.org/W6754873415","https://openalex.org/W6775996030","https://openalex.org/W6979982187"],"related_works":["https://openalex.org/W1968151038","https://openalex.org/W4360611786","https://openalex.org/W4236102489","https://openalex.org/W4285238926","https://openalex.org/W3093150799","https://openalex.org/W2662533946","https://openalex.org/W193819561","https://openalex.org/W3035718472","https://openalex.org/W11644078","https://openalex.org/W175061559"],"abstract_inverted_index":{"Savannas":[0],"are":[1,36],"heterogeneous":[2],"ecosystems,":[3],"composed":[4],"of":[5,11,43,79,94,113,126,132,193,243,257,262,293],"varied":[6],"spatial":[7,92,285],"combinations":[8],"and":[9,13,19,33,35,141,155,175,200,202,224,246,267,305],"proportions":[10],"woody":[12],"herbaceous":[14],"vegetation.":[15],"Most":[16],"field-based":[17],"inventory":[18],"remote":[20,63],"sensing":[21,64],"methods":[22],"fail":[23],"to":[24,59,98,169,209],"account":[25],"for":[26,81,100,228,276,295],"the":[27,39,50,67,77,91,129,148,151,156,187,191,206,210,233,255,290,310],"lower":[28],"stratum":[29],"vegetation":[30,84,102,171,196,229,278,298],"(i.e.,":[31],"shrubs":[32,247],"grasses),":[34],"thus":[37],"underrepresenting":[38],"carbon":[40],"storage":[41],"potential":[42,292,306],"savanna":[44,188,234,244,297,311],"ecosystems.":[45],"For":[46],"detailed":[47],"analyses":[48],"at":[49,283],"local":[51],"scale,":[52],"Terrestrial":[53],"Laser":[54],"Scanning":[55],"(TLS)":[56],"has":[57,165],"proven":[58],"be":[60],"a":[61,87,111,124],"promising":[62],"technology":[65],"over":[66],"past":[68],"decade.":[69],"Accordingly,":[70],"several":[71],"review":[72,107,122,145,288],"articles":[73,117],"already":[74],"exist":[75],"on":[76,90,182,190,221],"use":[78],"TLS":[80,95,133,138,152,164,184,270,294,302],"characterizing":[82],"3D":[83,241],"structure.":[85],"However,":[86],"gap":[88],"exists":[89],"concentrations":[93],"studies":[96,185],"according":[97],"biome":[99],"accurate":[101,296],"structure":[103],"estimation.":[104],"A":[105],"comprehensive":[106],"was":[108],"conducted":[109],"through":[110,240,254],"meta-analysis":[112],"113":[114],"relevant":[115],"research":[116,308],"using":[118],"18":[119],"attributes.":[120],"The":[121,144,260,287],"covered":[123],"range":[125],"aspects,":[127],"including":[128],"global":[130],"distribution":[131],"studies,":[134],"parameters":[135,197],"retrieved":[136],"from":[137,264],"point":[139],"clouds":[140],"retrieval":[142,153],"methods.":[143],"also":[146],"examined":[147],"relationship":[149],"between":[150],"method":[154],"overall":[157,211],"accuracy":[158],"in":[159,172,186,232,309],"parameter":[160,230,279],"extraction.":[161],"To":[162],"date,":[163],"mainly":[166],"been":[167],"used":[168],"characterize":[170],"temperate,":[173],"boreal/taiga":[174],"tropical":[176],"forests,":[177],"with":[178,271],"only":[179],"little":[180],"emphasis":[181],"savannas.":[183],"focused":[189],"extraction":[192,231,280,299],"very":[194],"few":[195],"(e.g.,":[198],"DBH":[199],"height)":[201],"did":[203],"not":[204],"consider":[205],"shrub":[207],"contribution":[208],"Above":[212],"Ground":[213],"Biomass":[214],"(AGB).":[215],"Future":[216],"work":[217],"should":[218],"therefore":[219],"focus":[220],"developing":[222],"new":[223],"adjusting":[225],"existing":[226],"algorithms":[227],"biome,":[235],"improving":[236],"predictive":[237],"AGB":[238,252],"models":[239],"reconstructions":[242],"trees":[245],"as":[248,250],"well":[249],"quantifying":[251],"change":[253],"application":[256],"multi-temporal":[258],"TLS.":[259],"integration":[261],"data":[263],"various":[265],"sources":[266],"platforms":[268],"e.g.,":[269],"airborne":[272],"LiDAR":[273],"is":[274],"recommended":[275],"improved":[277],"(including":[281],"AGB)":[282],"larger":[284],"scales.":[286],"highlights":[289],"huge":[291],"by":[300],"discussing":[301],"opportunities,":[303],"challenges":[304],"future":[307],"biome.":[312]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2021-02-15T00:00:00"}
