{"id":"https://openalex.org/W4312127414","doi":"https://doi.org/10.3390/rs14246264","title":"Influence of GEDI Acquisition and Processing Parameters on Canopy Height Estimates over Tropical Forests","display_name":"Influence of GEDI Acquisition and Processing Parameters on Canopy Height Estimates over Tropical Forests","publication_year":2022,"publication_date":"2022-12-10","ids":{"openalex":"https://openalex.org/W4312127414","doi":"https://doi.org/10.3390/rs14246264"},"language":"en","primary_location":{"id":"doi:10.3390/rs14246264","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246264","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6264/pdf?version=1671010045","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/2072-4292/14/24/6264/pdf?version=1671010045","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022588665","display_name":"Kamel Lahssini","orcid":"https://orcid.org/0000-0002-5359-8718"},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Kamel Lahssini","raw_affiliation_strings":["UMR TETIS, INRAE, 34093 Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0002-5359-8718","affiliations":[{"raw_affiliation_string":"UMR TETIS, INRAE, 34093 Montpellier, France","institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005595654","display_name":"Nicolas Baghdadi","orcid":"https://orcid.org/0000-0002-9461-4120"},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Baghdadi","raw_affiliation_strings":["UMR TETIS, INRAE, 34093 Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0002-9461-4120","affiliations":[{"raw_affiliation_string":"UMR TETIS, INRAE, 34093 Montpellier, France","institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049524802","display_name":"Guerric Le Maire","orcid":"https://orcid.org/0000-0002-5227-958X"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210091717","display_name":"Ecologie fonctionnelle & biog\u00e9ochimie des sols & des agro-syst\u00e8mes","ror":"https://ror.org/00b80ez59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210091717","https://openalex.org/I4210113730","https://openalex.org/I4210117091","https://openalex.org/I4210131494","https://openalex.org/I4210147367","https://openalex.org/I4210166444","https://openalex.org/I4399657933","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I4210136436","display_name":"Institut Agro Montpelier","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210136436"]},{"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/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guerric le Maire","raw_affiliation_strings":["Eco&Sols, Universit\u00e9 de Montpellier, CIRAD, INRAE, IRD, Institut Agro, 34093 Montpellier, France","UMR Eco&Sols, CIRAD, 34398 Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0002-5227-958X","affiliations":[{"raw_affiliation_string":"Eco&Sols, Universit\u00e9 de Montpellier, CIRAD, INRAE, IRD, Institut Agro, 34093 Montpellier, France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I4210088668","https://openalex.org/I4210091717","https://openalex.org/I4210136436","https://openalex.org/I4210166444"]},{"raw_affiliation_string":"UMR Eco&Sols, CIRAD, 34398 Montpellier, France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4210091717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088075756","display_name":"Ibrahim Fayad","orcid":"https://orcid.org/0000-0001-7504-5623"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210121852","display_name":"Kopoos Consulting (France)","ror":"https://ror.org/02x6t2s89","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210121852"]},{"id":"https://openalex.org/I4210124937","display_name":"Laboratoire des Sciences du Climat et de l'Environnement","ror":"https://ror.org/03dsd0g48","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I195731000","https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210113668","https://openalex.org/I4210124937","https://openalex.org/I4210148025"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ibrahim Fayad","raw_affiliation_strings":["Kayrros SAS, 75009 Paris, France","Laboratoire des Sciences du Climat et de l\u2019Environnement, LSCE/IPSL, CEA-CNRS9 UVSQ, Universit\u00e9 Paris-Saclay, 91191 Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kayrros SAS, 75009 Paris, France","institution_ids":["https://openalex.org/I4210121852"]},{"raw_affiliation_string":"Laboratoire des Sciences du Climat et de l\u2019Environnement, LSCE/IPSL, CEA-CNRS9 UVSQ, Universit\u00e9 Paris-Saclay, 91191 Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I195731000","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210124937","https://openalex.org/I4210128565"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5022588665"],"corresponding_institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4387153996"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2226,"currency":"EUR","value_usd":2400},"fwci":3.5721,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94313078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"14","issue":"24","first_page":"6264","last_page":"6264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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/T12713","display_name":"Forest Ecology and Biodiversity Studies","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.7593223452568054},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.6908787488937378},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6209125518798828},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5834107995033264},{"id":"https://openalex.org/keywords/forest-inventory","display_name":"Forest inventory","score":0.45525822043418884},{"id":"https://openalex.org/keywords/tree-canopy","display_name":"Tree canopy","score":0.4411982595920563},{"id":"https://openalex.org/keywords/forest-management","display_name":"Forest management","score":0.248970627784729},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23739773035049438},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.15315911173820496}],"concepts":[{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.7593223452568054},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6908787488937378},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6209125518798828},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5834107995033264},{"id":"https://openalex.org/C147103442","wikidata":"https://www.wikidata.org/wiki/Q1423188","display_name":"Forest inventory","level":3,"score":0.45525822043418884},{"id":"https://openalex.org/C39807119","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Tree canopy","level":3,"score":0.4411982595920563},{"id":"https://openalex.org/C28631016","wikidata":"https://www.wikidata.org/wiki/Q372561","display_name":"Forest management","level":2,"score":0.248970627784729},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23739773035049438},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.15315911173820496},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs14246264","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246264","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6264/pdf?version=1671010045","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:HAL:hal-03912844v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03912844","pdf_url":"https://hal.science/hal-03912844v1/file/remotesensing-14-06264-v3.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2022, 14 (24), pp.6264. ⟨10.3390/rs14246264⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:agritrop.cirad.fr:610651","is_oa":true,"landing_page_url":"http://agritrop.cirad.fr/610651/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402311","display_name":"Agritrop (Cirad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131077856","host_organization_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","host_organization_lineage":["https://openalex.org/I131077856"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:f793834596c54df5996ed8166e3461b4","is_oa":true,"landing_page_url":"https://doaj.org/article/f793834596c54df5996ed8166e3461b4","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 14, Iss 24, p 6264 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/24/6264/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14246264","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 14; Issue 24; Pages: 6264","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14246264","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246264","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6264/pdf?version=1671010045","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":[{"id":"https://metadata.un.org/sdg/15","score":0.7799999713897705,"display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"},{"id":"https://openalex.org/F4320331560","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312127414.pdf","grobid_xml":"https://content.openalex.org/works/W4312127414.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1411779959","https://openalex.org/W1452467712","https://openalex.org/W1980403882","https://openalex.org/W1981032380","https://openalex.org/W1993918722","https://openalex.org/W1995602130","https://openalex.org/W1995910507","https://openalex.org/W1999312795","https://openalex.org/W2020457848","https://openalex.org/W2030618373","https://openalex.org/W2042823696","https://openalex.org/W2073389363","https://openalex.org/W2078607270","https://openalex.org/W2102203148","https://openalex.org/W2109631166","https://openalex.org/W2113521108","https://openalex.org/W2123148689","https://openalex.org/W2136696590","https://openalex.org/W2168928730","https://openalex.org/W2224722989","https://openalex.org/W2233187166","https://openalex.org/W2406128316","https://openalex.org/W2755647755","https://openalex.org/W2901674962","https://openalex.org/W2913226741","https://openalex.org/W2917846557","https://openalex.org/W2936032092","https://openalex.org/W2936768965","https://openalex.org/W2945897702","https://openalex.org/W2963634451","https://openalex.org/W3003509779","https://openalex.org/W3094643344","https://openalex.org/W3110628212","https://openalex.org/W3169785445","https://openalex.org/W3172537462","https://openalex.org/W3177350198","https://openalex.org/W3178577652","https://openalex.org/W3187773794","https://openalex.org/W3198237269","https://openalex.org/W3209176285","https://openalex.org/W4205364480","https://openalex.org/W4205715501","https://openalex.org/W4224945137","https://openalex.org/W4283274656","https://openalex.org/W4285040200","https://openalex.org/W4289655842"],"related_works":["https://openalex.org/W2351984678","https://openalex.org/W2140032575","https://openalex.org/W2011860471","https://openalex.org/W2012196540","https://openalex.org/W3011451421","https://openalex.org/W2045211767","https://openalex.org/W2056219210","https://openalex.org/W2383716249","https://openalex.org/W23916517","https://openalex.org/W4386506415"],"abstract_inverted_index":{"LiDAR":[0,26,116],"technology":[1],"has":[2,37],"been":[3,38],"widely":[4],"used":[5,119,245],"to":[6,30,100,158,188,211,228],"characterize":[7],"structural":[8],"parameters":[9,97,233],"of":[10,56,74,91,107,133,144,185,191,197,214,234,257],"forest":[11,20,57,173],"ecosystems,":[12,58],"which":[13,225],"in":[14,84],"turn":[15],"are":[16,118,128,226,266],"valuable":[17],"information":[18],"for":[19,62,153,248],"monitoring.":[21],"GEDI":[22,79,136,150,165,206,242],"is":[23,52,98],"a":[24,42,159,163,169,194],"spaceborne":[25],"system":[27],"specifically":[28],"designed":[29],"measure":[31],"vegetation\u2019s":[32],"vertical":[33],"structure,":[34],"and":[35,65,87,95,125,244,260],"it":[36,60],"acquiring":[39],"waveforms":[40,207,243],"on":[41,148,205,237,275],"global":[43],"scale":[44],"since":[45],"April":[46],"2019.":[47],"In":[48,168],"particular,":[49],"canopy":[50,75,108,176,198,249],"height":[51,76,111,166,177,250],"an":[53],"important":[54],"descriptor":[55],"as":[59,120,193,220,222,232,246],"allows":[61,152],"quantifying":[63],"biomass":[64],"other":[66,215],"inventory":[67],"information.":[68,137],"This":[69],"paper":[70],"analyzes":[71],"the":[72,105,131,134,142,175,189,212,238,255],"accuracy":[73,179],"estimates":[77],"from":[78,114,162,241],"data":[80,117,239,265,277],"over":[81],"tropical":[82],"forests":[83],"French":[85],"Guiana":[86],"Gabon.":[88],"The":[89,138],"influence":[90,236],"various":[92],"signal":[93],"acquisition":[94],"processing":[96],"assessed":[99],"highlight":[101],"how":[102],"they":[103],"impact":[104],"estimation":[106,161,178],"heights.":[109,122],"Canopy":[110],"models":[112,146,273],"derived":[113,240],"airborne":[115],"reference":[121,276],"Several":[123],"linear":[124],"non-linear":[126],"approaches":[127],"tested":[129],"given":[130],"richness":[132],"available":[135],"results":[139,210],"show":[140],"that":[141,271,284],"use":[143,190,256],"regression":[145,216,272],"built":[147],"multiple":[149],"metrics":[151],"reaching":[154],"improved":[155],"accuracies":[156],"compared":[157,187],"direct":[160,195],"single":[164],"metric.":[167],"notable":[170],"way,":[171],"random":[172],"improves":[174],"by":[180],"almost":[181],"80%":[182],"(in":[183],"terms":[184],"RMSE)":[186],"rh_95":[192],"proxy":[196],"height.":[199],"Additionally,":[200],"convolutional":[201],"neural":[202],"networks":[203],"calibrated":[204],"exhibit":[208],"similar":[209],"ones":[213],"models.":[217],"Beam":[218],"type":[219],"well":[221],"beam":[223],"sensitivity,":[224],"related":[227],"laser":[229],"penetration,":[230],"appear":[231],"major":[235],"input":[247],"estimation.":[251],"Therefore,":[252],"we":[253,269],"recommend":[254],"only":[258],"power":[259],"high-sensitivity":[261],"beams":[262],"when":[263],"sufficient":[264],"available.":[267],"Finally,":[268],"note":[270],"trained":[274],"can":[278],"be":[279],"transferred":[280],"across":[281],"study":[282],"sites":[283],"share":[285],"identical":[286],"environmental":[287],"conditions.":[288]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}