{"id":"https://openalex.org/W4384131924","doi":"https://doi.org/10.3390/rs15143509","title":"Small Field Plots Can Cause Substantial Uncertainty in Gridded Aboveground Biomass Products from Airborne Lidar Data","display_name":"Small Field Plots Can Cause Substantial Uncertainty in Gridded Aboveground Biomass Products from Airborne Lidar Data","publication_year":2023,"publication_date":"2023-07-12","ids":{"openalex":"https://openalex.org/W4384131924","doi":"https://doi.org/10.3390/rs15143509"},"language":"en","primary_location":{"id":"doi:10.3390/rs15143509","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143509","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3509/pdf?version=1689157129","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/2072-4292/15/14/3509/pdf?version=1689157129","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063748029","display_name":"K. C. Cushman","orcid":"https://orcid.org/0000-0002-3464-1151"},"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":"K. C. Cushman","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91011, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91011, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042922619","display_name":"Sassan Saatchi","orcid":"https://orcid.org/0000-0001-8524-4917"},"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":"Sassan Saatchi","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91011, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91011, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018412035","display_name":"Ronald E. McRoberts","orcid":"https://orcid.org/0000-0001-6591-9200"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I1322780083","display_name":"Minnesota Department of Natural Resources","ror":"https://ror.org/056vcnr65","country_code":"US","type":"government","lineage":["https://openalex.org/I1322780083"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald E. McRoberts","raw_affiliation_strings":["Department of Forest Resources, University of Minnesota, Saint Paul, MN 55108, USA","Raspberry Ridge Analytics, Hugo, MN 55038, USA"],"affiliations":[{"raw_affiliation_string":"Department of Forest Resources, University of Minnesota, Saint Paul, MN 55108, USA","institution_ids":["https://openalex.org/I1322780083","https://openalex.org/I130238516"]},{"raw_affiliation_string":"Raspberry Ridge Analytics, Hugo, MN 55038, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055716328","display_name":"Kristina J. Anderson\u2010Teixeira","orcid":"https://orcid.org/0000-0001-8461-9713"},"institutions":[{"id":"https://openalex.org/I128212801","display_name":"Smithsonian Tropical Research Institute","ror":"https://ror.org/035jbxr46","country_code":"PA","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I128212801"]},{"id":"https://openalex.org/I4210113136","display_name":"National Zoological Park","ror":"https://ror.org/026etfb20","country_code":"US","type":"archive","lineage":["https://openalex.org/I103187081","https://openalex.org/I4210113136"]},{"id":"https://openalex.org/I2800056074","display_name":"Smithsonian Conservation Biology Institute","ror":"https://ror.org/04hnzva96","country_code":"US","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I2800056074"]},{"id":"https://openalex.org/I4387155502","display_name":"Conservation Biology Institute","ror":"https://ror.org/04gktak93","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4387155502"]}],"countries":["PA","US"],"is_corresponding":false,"raw_author_name":"Kristina J. Anderson-Teixeira","raw_affiliation_strings":["Conservation Ecology Center, Smithsonian\u2019s National Zoo and Conservation Biology Institute, Front Royal, VA 22630, USA","Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City 0843-03092, Panama","Conservation Ecology Center, Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, VA 22630, USA"],"affiliations":[{"raw_affiliation_string":"Conservation Ecology Center, Smithsonian\u2019s National Zoo and Conservation Biology Institute, Front Royal, VA 22630, USA","institution_ids":["https://openalex.org/I2800056074","https://openalex.org/I4210113136","https://openalex.org/I4387155502"]},{"raw_affiliation_string":"Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City 0843-03092, Panama","institution_ids":["https://openalex.org/I128212801"]},{"raw_affiliation_string":"Conservation Ecology Center, Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, VA 22630, USA","institution_ids":["https://openalex.org/I2800056074","https://openalex.org/I4210113136","https://openalex.org/I4387155502"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044099596","display_name":"Norman A. Bourg","orcid":"https://orcid.org/0000-0002-7443-1992"},"institutions":[{"id":"https://openalex.org/I2800056074","display_name":"Smithsonian Conservation Biology Institute","ror":"https://ror.org/04hnzva96","country_code":"US","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I2800056074"]},{"id":"https://openalex.org/I4387155502","display_name":"Conservation Biology Institute","ror":"https://ror.org/04gktak93","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4387155502"]},{"id":"https://openalex.org/I4210113136","display_name":"National Zoological Park","ror":"https://ror.org/026etfb20","country_code":"US","type":"archive","lineage":["https://openalex.org/I103187081","https://openalex.org/I4210113136"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norman A. Bourg","raw_affiliation_strings":["Conservation Ecology Center, Smithsonian\u2019s National Zoo and Conservation Biology Institute, Front Royal, VA 22630, USA","Conservation Ecology Center, Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, VA 22630, USA"],"affiliations":[{"raw_affiliation_string":"Conservation Ecology Center, Smithsonian\u2019s National Zoo and Conservation Biology Institute, Front Royal, VA 22630, USA","institution_ids":["https://openalex.org/I2800056074","https://openalex.org/I4210113136","https://openalex.org/I4387155502"]},{"raw_affiliation_string":"Conservation Ecology Center, Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, VA 22630, USA","institution_ids":["https://openalex.org/I2800056074","https://openalex.org/I4210113136","https://openalex.org/I4387155502"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083976805","display_name":"Bruce Chapman","orcid":"https://orcid.org/0000-0002-6054-7695"},"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":"Bruce Chapman","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91011, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91011, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078624456","display_name":"Sean M. McMahon","orcid":"https://orcid.org/0000-0001-8302-6908"},"institutions":[{"id":"https://openalex.org/I52218309","display_name":"Smithsonian Environmental Research Center","ror":"https://ror.org/032a13752","country_code":"US","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I52218309"]},{"id":"https://openalex.org/I128212801","display_name":"Smithsonian Tropical Research Institute","ror":"https://ror.org/035jbxr46","country_code":"PA","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I128212801"]}],"countries":["PA","US"],"is_corresponding":false,"raw_author_name":"Sean M. McMahon","raw_affiliation_strings":["Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City 0843-03092, Panama","Smithsonian Environmental Research Center, Edgewater, MD 21037, USA"],"affiliations":[{"raw_affiliation_string":"Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City 0843-03092, Panama","institution_ids":["https://openalex.org/I128212801"]},{"raw_affiliation_string":"Smithsonian Environmental Research Center, Edgewater, MD 21037, USA","institution_ids":["https://openalex.org/I52218309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010745625","display_name":"Christopher Mulverhill","orcid":"https://orcid.org/0000-0002-2422-7432"},"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"]},{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Christopher Mulverhill","raw_affiliation_strings":["Department of Forest Resources Management, University of British Columbia, Vancouver, BC V6T 1Z4, Canada","Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91011, USA"],"affiliations":[{"raw_affiliation_string":"Department of Forest Resources Management, University of British Columbia, Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91011, USA","institution_ids":["https://openalex.org/I1334627681"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5063748029"],"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":1.7241,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82464686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"15","issue":"14","first_page":"3509","last_page":"3509"},"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":0.9984999895095825,"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":0.9976000189781189,"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/ecoregion","display_name":"Ecoregion","score":0.7532333135604858},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.7190820574760437},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6764750480651855},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5842257738113403},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5265491604804993},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4756333827972412},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4224243760108948},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.41095274686813354},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20332077145576477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18429940938949585},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15431973338127136},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13703599572181702},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12400951981544495}],"concepts":[{"id":"https://openalex.org/C2776191655","wikidata":"https://www.wikidata.org/wiki/Q295469","display_name":"Ecoregion","level":2,"score":0.7532333135604858},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.7190820574760437},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6764750480651855},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5842257738113403},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5265491604804993},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4756333827972412},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4224243760108948},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.41095274686813354},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20332077145576477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18429940938949585},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15431973338127136},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13703599572181702},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12400951981544495},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs15143509","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143509","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3509/pdf?version=1689157129","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:circle.library.ubc.ca:2429/85366","is_oa":true,"landing_page_url":"http://hdl.handle.net/2429/85366","pdf_url":"https://open.library.ubc.ca/media/download/pdf/52383/1.0434644/3","source":{"id":"https://openalex.org/S4377196297","display_name":"cIRcle (University of British Columbia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I141945490","host_organization_name":"University of British Columbia","host_organization_lineage":["https://openalex.org/I141945490"],"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":"Article"},{"id":"pmh:oai:doaj.org/article:5ba4a33cccf149d8b187e11298c7fda3","is_oa":true,"landing_page_url":"https://doaj.org/article/5ba4a33cccf149d8b187e11298c7fda3","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 14, p 3509 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/14/3509/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15143509","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 14; Pages: 3509","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15143509","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143509","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3509/pdf?version=1689157129","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":[],"awards":[{"id":"https://openalex.org/G1120742974","display_name":null,"funder_award_id":"80NM0018D000","funder_id":"https://openalex.org/F4320332375","funder_display_name":"Jet Propulsion Laboratory"},{"id":"https://openalex.org/G1569617442","display_name":null,"funder_award_id":"0NM0018D0004","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G2676722403","display_name":null,"funder_award_id":"80NM0018D0004","funder_id":"https://openalex.org/F4320332375","funder_display_name":"Jet Propulsion Laboratory"},{"id":"https://openalex.org/G3648211085","display_name":null,"funder_award_id":"80NM0018D0004","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G7336105542","display_name":null,"funder_award_id":"80NM0018D0004","funder_id":"https://openalex.org/F4320309398","funder_display_name":"California Institute of Technology"},{"id":"https://openalex.org/G7472321420","display_name":null,"funder_award_id":"0NM0018D0004","funder_id":"https://openalex.org/F4320332375","funder_display_name":"Jet Propulsion Laboratory"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306083","display_name":"Smithsonian Institution","ror":"https://ror.org/01pp8nd67"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320307117","display_name":"HSBC Bank USA","ror":"https://ror.org/00t2kp174"},{"id":"https://openalex.org/F4320309398","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055"},{"id":"https://openalex.org/F4320332375","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916"},{"id":"https://openalex.org/F4320332805","display_name":"Smithsonian Conservation Biology Institute","ror":"https://ror.org/04hnzva96"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4384131924.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1965710338","https://openalex.org/W1996263757","https://openalex.org/W2021474216","https://openalex.org/W2032770950","https://openalex.org/W2044200939","https://openalex.org/W2046735139","https://openalex.org/W2049576871","https://openalex.org/W2051726817","https://openalex.org/W2065037437","https://openalex.org/W2085520997","https://openalex.org/W2085741981","https://openalex.org/W2104499761","https://openalex.org/W2121942758","https://openalex.org/W2134717854","https://openalex.org/W2147475079","https://openalex.org/W2164850486","https://openalex.org/W2766045420","https://openalex.org/W2766148536","https://openalex.org/W2788534780","https://openalex.org/W2895702307","https://openalex.org/W2936032092","https://openalex.org/W2940843908","https://openalex.org/W2947521495","https://openalex.org/W3008484434","https://openalex.org/W3033981453","https://openalex.org/W3088507381","https://openalex.org/W3101068171","https://openalex.org/W3112083326","https://openalex.org/W3176527959","https://openalex.org/W3176640325","https://openalex.org/W3211625894","https://openalex.org/W4281560861","https://openalex.org/W4283216777","https://openalex.org/W4289687884","https://openalex.org/W4307037656","https://openalex.org/W4321442145","https://openalex.org/W6658587603","https://openalex.org/W6675532655"],"related_works":["https://openalex.org/W849327309","https://openalex.org/W2157135907","https://openalex.org/W3087837298","https://openalex.org/W1978193949","https://openalex.org/W2400855259","https://openalex.org/W37290118","https://openalex.org/W83404948","https://openalex.org/W2910429312","https://openalex.org/W2535053818","https://openalex.org/W2006345965"],"abstract_inverted_index":{"Emerging":[0],"satellite":[1],"radar":[2],"and":[3,27,52,70,79,97,119,160,195,287,313],"lidar":[4],"platforms":[5,39],"are":[6,17,75],"being":[7],"developed":[8],"to":[9,19,77,92,127,279,318],"produce":[10],"gridded":[11],"aboveground":[12],"biomass":[13,229],"(AGB)":[14],"predictions":[15],"that":[16,251,297],"poised":[18],"expand":[20],"our":[21],"understanding":[22],"of":[23,33,85,209,215,223,237,331],"global":[24],"carbon":[25],"stocks":[26],"changes.":[28],"However,":[29],"the":[30,44,94,200,206,233,268,298,327],"spatial":[31,121],"resolution":[32,136],"AGB":[34,100,129,169,207,238,265,300],"map":[35,71,135,239,333],"products":[36,334],"from":[37,105,145,271,302,305],"these":[38],"is":[40],"often":[41],"larger":[42,246,256,320],"than":[43],"available":[45],"field":[46,143,247,257,307,321],"plot":[47],"data":[48,325],"underpinning":[49],"model":[50,108,163,202],"calibration":[51,234,328],"validation":[53,236,330],"efforts.":[54],"Intermediate-resolution/extent":[55],"remotely":[56],"sensed":[57],"data,":[58],"like":[59],"airborne":[60],"lidar,":[61],"can":[62,259],"serve":[63],"as":[64,323],"a":[65,90,106,132,161,220],"bridge":[66],"between":[67],"small":[68,110,306],"plots":[69,144,258,278,286,308,322],"resolution,":[72],"but":[73],"methods":[74],"needed":[76],"estimate":[78,93,128],"propagate":[80],"uncertainties":[81],"with":[82,176,245,255],"multiple":[83],"layers":[84],"data.":[86],"Here,":[87],"we":[88,249,314],"introduce":[89],"workflow":[91,126],"pixel-level":[95],"mean":[96,177],"variance":[98],"in":[99,205,227],"maps":[101],"by":[102],"propagating":[103],"uncertainty":[104,130,153,170,222,266,301],"lidar-based":[107,252],"using":[109,140,155,164,275,283,291],"plots,":[111,248],"taking":[112],"into":[113],"account":[114],"prediction":[115],"uncertainty,":[116,118],"residual":[117,120],"autocorrelation.":[122],"We":[123,151,295],"apply":[124],"this":[125,228],"at":[131,335],"100":[133],"m":[134],"(1":[137],"ha":[138,142,173,263,277,285,293],"pixels)":[139],"0.04":[141,276],"11":[146,216],"sites":[147,244],"across":[148],"four":[149],"ecoregions.":[150],"compare":[152],"estimates":[154],"site-specific":[156,184,217],"models,":[157,159,194],"ecoregion-specific":[158,193],"general":[162,201],"all":[165],"sites.":[166],"The":[167],"estimated":[168,299,304],"for":[171,183,192,199,203,232,267,326],"1":[172,262,292],"pixels":[174,204],"increased":[175],"AGB,":[178],"reaching":[179],"7.8\u201333.3":[180],"Mg":[181,190,197,211,225,273,281,289],"ha\u22121":[182,191,198,226,274,282,290],"models":[185,218,253,303],"(one":[186],"standard":[187],"deviation),":[188],"11.1\u201328.2":[189],"21.1\u201322.1":[196],"range":[208,270],"80\u2013100":[210],"ha\u22121.":[212],"Only":[213],"3":[214],"had":[219],"total":[221],"<15":[224],"range,":[230],"suitable":[231],"or":[235,329],"products.":[240],"Using":[241],"two":[242],"additional":[243],"show":[250],"calibrated":[254],"substantially":[260],"reduce":[261],"pixel":[264],"same":[269],"18.2":[272],"10.9":[280],"0.25":[284],"10.1":[288],"plots.":[294],"conclude":[296],"may":[309],"be":[310],"unacceptably":[311],"large,":[312],"recommend":[315],"coordinated":[316],"efforts":[317],"measure":[319],"reference":[324],"satellite-based":[332],"landscape":[336],"scales":[337],"(\u22650.25":[338],"ha).":[339]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}