{"id":"https://openalex.org/W4388672214","doi":"https://doi.org/10.3390/rs15225352","title":"Evaluation of Tree-Growth Rate in the Laurentides Wildlife Reserve Using GEDI and Airborne-LiDAR Data","display_name":"Evaluation of Tree-Growth Rate in the Laurentides Wildlife Reserve Using GEDI and Airborne-LiDAR Data","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4388672214","doi":"https://doi.org/10.3390/rs15225352"},"language":"en","primary_location":{"id":"doi:10.3390/rs15225352","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15225352","pdf_url":"https://www.mdpi.com/2072-4292/15/22/5352/pdf?version=1699952926","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/2072-4292/15/22/5352/pdf?version=1699952926","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049629417","display_name":"Adriana Parra","orcid":"https://orcid.org/0000-0002-5305-6556"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adriana Parra","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007268288","display_name":"Marc Simard","orcid":"https://orcid.org/0000-0002-9442-4562"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marc Simard","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA","institution_ids":["https://openalex.org/I1334627681"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049629417"],"corresponding_institution_ids":["https://openalex.org/I1334627681"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6286,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6489797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"15","issue":"22","first_page":"5352","last_page":"5352"},"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/T11880","display_name":"Forest ecology and management","score":0.9994000196456909,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.7358071804046631},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6057618856430054},{"id":"https://openalex.org/keywords/wildlife","display_name":"Wildlife","score":0.5699431300163269},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.5256998538970947},{"id":"https://openalex.org/keywords/tree-canopy","display_name":"Tree canopy","score":0.5232576131820679},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5120239853858948},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.4937768876552582},{"id":"https://openalex.org/keywords/forest-inventory","display_name":"Forest inventory","score":0.4907432794570923},{"id":"https://openalex.org/keywords/forest-ecology","display_name":"Forest ecology","score":0.4260440766811371},{"id":"https://openalex.org/keywords/forest-dynamics","display_name":"Forest dynamics","score":0.4198867380619049},{"id":"https://openalex.org/keywords/forest-management","display_name":"Forest management","score":0.3765147924423218},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3464691638946533},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.34320566058158875},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3203132152557373},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.20639389753341675}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.7358071804046631},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6057618856430054},{"id":"https://openalex.org/C29376679","wikidata":"https://www.wikidata.org/wiki/Q241741","display_name":"Wildlife","level":2,"score":0.5699431300163269},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5256998538970947},{"id":"https://openalex.org/C39807119","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Tree canopy","level":3,"score":0.5232576131820679},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5120239853858948},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.4937768876552582},{"id":"https://openalex.org/C147103442","wikidata":"https://www.wikidata.org/wiki/Q1423188","display_name":"Forest inventory","level":3,"score":0.4907432794570923},{"id":"https://openalex.org/C73935091","wikidata":"https://www.wikidata.org/wiki/Q2249329","display_name":"Forest ecology","level":3,"score":0.4260440766811371},{"id":"https://openalex.org/C2776107028","wikidata":"https://www.wikidata.org/wiki/Q3008355","display_name":"Forest dynamics","level":2,"score":0.4198867380619049},{"id":"https://openalex.org/C28631016","wikidata":"https://www.wikidata.org/wiki/Q372561","display_name":"Forest management","level":2,"score":0.3765147924423218},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3464691638946533},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.34320566058158875},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3203132152557373},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.20639389753341675},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15225352","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15225352","pdf_url":"https://www.mdpi.com/2072-4292/15/22/5352/pdf?version=1699952926","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:e691efafa4454e66886d0db32a58f124","is_oa":true,"landing_page_url":"https://doaj.org/article/e691efafa4454e66886d0db32a58f124","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 22, p 5352 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15225352","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15225352","pdf_url":"https://www.mdpi.com/2072-4292/15/22/5352/pdf?version=1699952926","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":0.7799999713897705,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320332375","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388672214.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W102279446","https://openalex.org/W782517958","https://openalex.org/W1861362773","https://openalex.org/W1965825034","https://openalex.org/W1972862434","https://openalex.org/W1974047452","https://openalex.org/W1981263865","https://openalex.org/W1994154616","https://openalex.org/W2009451364","https://openalex.org/W2044933810","https://openalex.org/W2050269337","https://openalex.org/W2050531026","https://openalex.org/W2052109903","https://openalex.org/W2068039897","https://openalex.org/W2093082656","https://openalex.org/W2094434264","https://openalex.org/W2098332769","https://openalex.org/W2109019677","https://openalex.org/W2121942758","https://openalex.org/W2128431779","https://openalex.org/W2130623124","https://openalex.org/W2131237392","https://openalex.org/W2145716123","https://openalex.org/W2157038072","https://openalex.org/W2168141920","https://openalex.org/W2420133444","https://openalex.org/W2522486609","https://openalex.org/W2589611909","https://openalex.org/W2626736357","https://openalex.org/W2725897987","https://openalex.org/W2788438180","https://openalex.org/W2796746338","https://openalex.org/W2807913786","https://openalex.org/W2809079570","https://openalex.org/W2905441664","https://openalex.org/W2921260950","https://openalex.org/W3003509779","https://openalex.org/W3027408461","https://openalex.org/W3040923303","https://openalex.org/W3094298546","https://openalex.org/W3094643344","https://openalex.org/W3163222099","https://openalex.org/W3164467570","https://openalex.org/W3169785445","https://openalex.org/W3177033561","https://openalex.org/W3183265587","https://openalex.org/W3198237269","https://openalex.org/W3209176285","https://openalex.org/W4224243638","https://openalex.org/W4282837551","https://openalex.org/W4306398684","https://openalex.org/W4386506415","https://openalex.org/W4386516014","https://openalex.org/W6604190841","https://openalex.org/W6622816761","https://openalex.org/W7071313810"],"related_works":["https://openalex.org/W2883563055","https://openalex.org/W2765876372","https://openalex.org/W2067097327","https://openalex.org/W2995370404","https://openalex.org/W2166137953","https://openalex.org/W1586775411","https://openalex.org/W3088563418","https://openalex.org/W1983585394","https://openalex.org/W4289205746","https://openalex.org/W4200083172"],"abstract_inverted_index":{"Loss":[0],"of":[1,16,63,69,108,129,167,175,184,191],"forest":[2,8,21,35,150],"cover":[3],"and":[4,20,24,31,37,45,80,118,125,149,153,187],"derived":[5],"effects":[6],"on":[7,34,65],"ecosystems":[9],"services":[10],"has":[11],"led":[12],"to":[13,26,86,146,159],"the":[14,27,51,60,66,96,115,154,165,173,181,189],"establishment":[15],"land":[17],"management":[18],"policies":[19],"monitoring":[22],"systems,":[23],"consequently":[25],"demand":[28],"for":[29,91,95,114,179,194],"accurate":[30],"multitemporal":[32],"data":[33,64,124,178,193],"extent":[36],"structure.":[38,200],"In":[39,71],"recent":[40],"years,":[41],"spaceborne":[42],"Light":[43],"Detection":[44],"Ranging":[46],"(LiDAR)":[47],"missions,":[48],"such":[49],"as":[50],"Global":[52],"Ecosystem":[53],"Dynamics":[54],"Investigation":[55],"(GEDI)":[56],"instrument,":[57],"have":[58],"facilitated":[59],"repeated":[61],"acquisition":[62],"vertical":[67,199],"structure":[68],"vegetation.":[70],"this":[72],"study,":[73],"we":[74],"designed":[75],"an":[76,104],"approach":[77],"incorporating":[78],"GEDI":[79,192],"airborne":[81],"LiDAR":[82],"data,":[83,90],"in":[84,100,137,142,164,197],"addition":[85],"detailed":[87],"forestry":[88,185],"inventory":[89],"estimating":[92],"tree-growth":[93,106,143],"dynamics":[94],"Laurentides":[97],"wildlife":[98],"reserve":[99],"Canada.":[101],"We":[102],"estimated":[103],"average":[105],"rate":[107],"0.32":[109],"\u00b1":[110],"0.23":[111],"(SD)":[112],"m/year":[113],"study":[116,171],"site":[117],"evaluated":[119],"our":[120],"results":[121,135],"against":[122],"field":[123],"a":[126],"time":[127],"series":[128],"NDVI":[130],"from":[131],"Landsat":[132],"images.":[133],"The":[134],"are":[136],"agreement":[138],"with":[139],"expected":[140],"patterns":[141],"rates":[144],"related":[145],"tree":[147],"species":[148],"stand":[151],"age,":[152],"produced":[155],"dataset":[156],"is":[157],"able":[158],"track":[160],"disturbance":[161],"events":[162],"resulting":[163],"loss":[166],"canopy":[168],"height.":[169],"Our":[170],"demonstrates":[172],"benefits":[174],"using":[176],"spaceborne-LiDAR":[177],"extending":[180],"temporal":[182],"coverage":[183],"inventories":[186],"highlights":[188],"ability":[190],"detecting":[195],"changes":[196],"forests\u2019":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}