{"id":"https://openalex.org/W3037334553","doi":"https://doi.org/10.3390/rs12122048","title":"Regional Tropical Aboveground Biomass Mapping with L-Band Repeat-Pass Interferometric Radar, Sparse Lidar, and Multiscale Superpixels","display_name":"Regional Tropical Aboveground Biomass Mapping with L-Band Repeat-Pass Interferometric Radar, Sparse Lidar, and Multiscale Superpixels","publication_year":2020,"publication_date":"2020-06-25","ids":{"openalex":"https://openalex.org/W3037334553","doi":"https://doi.org/10.3390/rs12122048","mag":"3037334553"},"language":"en","primary_location":{"id":"doi:10.3390/rs12122048","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122048","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2048/pdf?version=1593176202","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/2072-4292/12/12/2048/pdf?version=1593176202","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088704937","display_name":"Charlie Marshak","orcid":"https://orcid.org/0000-0001-5633-7153"},"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":"Charlie Marshak","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91101, USA"],"raw_orcid":"https://orcid.org/0000-0001-5633-7153","affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91101, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","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 91101, USA"],"raw_orcid":"https://orcid.org/0000-0002-9442-4562","affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91101, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085572546","display_name":"Laura Duncanson","orcid":"https://orcid.org/0000-0003-4031-3493"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura Duncanson","raw_affiliation_strings":["Biospheric Sciences Lab, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA","Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biospheric Sciences Lab, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA","institution_ids":["https://openalex.org/I1306266525"]},{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666771","display_name":"Carlos Alberto Silva","orcid":"https://orcid.org/0000-0002-7844-3560"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Alberto Silva","raw_affiliation_strings":["Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA","School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611, USA"],"raw_orcid":"https://orcid.org/0000-0002-7844-3560","affiliations":[{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"School of Forest Resources and Conservation, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051457590","display_name":"Michael Denbina","orcid":"https://orcid.org/0000-0003-4298-4127"},"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":"Michael Denbina","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91101, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91101, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041211777","display_name":"Tien-Hao Liao","orcid":"https://orcid.org/0000-0002-0678-5545"},"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":"Tien-Hao Liao","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91101, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91101, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000005785","display_name":"Temilola Fatoyinbo","orcid":"https://orcid.org/0000-0002-1130-6748"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lola Fatoyinbo","raw_affiliation_strings":["Biospheric Sciences Lab, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA"],"raw_orcid":"https://orcid.org/0000-0002-1130-6748","affiliations":[{"raw_affiliation_string":"Biospheric Sciences Lab, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090471393","display_name":"Ghislain Moussavou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133792","display_name":"Ministre de la For\u00eat,de la Mer et de l'Environnement","ror":"https://ror.org/041hf3v66","country_code":"GA","type":"government","lineage":["https://openalex.org/I4210133792"]}],"countries":["GA"],"is_corresponding":false,"raw_author_name":"Ghislain Moussavou","raw_affiliation_strings":["Minist\u00e8re des For\u00eats, de la Mer et de l\u2019Environnement, Libreville 3241, Gabon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Minist\u00e8re des For\u00eats, de la Mer et de l\u2019Environnement, Libreville 3241, Gabon","institution_ids":["https://openalex.org/I4210133792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005897108","display_name":"John Armston","orcid":"https://orcid.org/0000-0003-1232-3424"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Armston","raw_affiliation_strings":["Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA"],"raw_orcid":"https://orcid.org/0000-0003-1232-3424","affiliations":[{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088704937"],"corresponding_institution_ids":["https://openalex.org/I1334627681"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":0.6484,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.62120192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"12","first_page":"2048","last_page":"2048"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9970999956130981,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6823083758354187},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.6666285991668701},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6519105434417725},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5026226043701172},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.26067811250686646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.07774388790130615}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6823083758354187},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6666285991668701},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6519105434417725},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5026226043701172},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.26067811250686646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.07774388790130615},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12122048","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122048","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2048/pdf?version=1593176202","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:bc649e6337974a488a5a12adf9283ce3","is_oa":true,"landing_page_url":"https://doaj.org/article/bc649e6337974a488a5a12adf9283ce3","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 12, Iss 12, p 2048 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/12/2048/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12122048","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 12; Issue 12; Pages: 2048","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12122048","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122048","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2048/pdf?version=1593176202","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":[{"display_name":"Life in Land","score":0.5,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1299394005","display_name":null,"funder_award_id":"281945.02.03.08.58-TROPICAL PEATLAND","funder_id":"https://openalex.org/F4320332375","funder_display_name":"Jet Propulsion Laboratory"},{"id":"https://openalex.org/G4474493225","display_name":null,"funder_award_id":"15-CMS15-0055","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"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/F4320334900","display_name":"Japan Aerospace Exploration Agency","ror":"https://ror.org/059yhyy33"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3037334553.pdf","grobid_xml":"https://content.openalex.org/works/W3037334553.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W8437397","https://openalex.org/W1529999203","https://openalex.org/W1599652169","https://openalex.org/W1906757087","https://openalex.org/W1980403882","https://openalex.org/W1981213426","https://openalex.org/W1981263865","https://openalex.org/W1997427322","https://openalex.org/W1999478155","https://openalex.org/W2002730835","https://openalex.org/W2005089986","https://openalex.org/W2012512097","https://openalex.org/W2031681353","https://openalex.org/W2039158574","https://openalex.org/W2041077637","https://openalex.org/W2044769733","https://openalex.org/W2047516284","https://openalex.org/W2050269337","https://openalex.org/W2084744129","https://openalex.org/W2087674734","https://openalex.org/W2092911007","https://openalex.org/W2097272115","https://openalex.org/W2101234009","https://openalex.org/W2101748122","https://openalex.org/W2103559027","https://openalex.org/W2104125540","https://openalex.org/W2118246710","https://openalex.org/W2122192562","https://openalex.org/W2128971683","https://openalex.org/W2129206142","https://openalex.org/W2143776876","https://openalex.org/W2152429819","https://openalex.org/W2158940042","https://openalex.org/W2160454972","https://openalex.org/W2168931046","https://openalex.org/W2247109361","https://openalex.org/W2314822247","https://openalex.org/W2334022141","https://openalex.org/W2343614411","https://openalex.org/W2508802546","https://openalex.org/W2537504540","https://openalex.org/W2546820265","https://openalex.org/W2548712274","https://openalex.org/W2558835139","https://openalex.org/W2750681831","https://openalex.org/W2767921252","https://openalex.org/W2769017485","https://openalex.org/W2771958847","https://openalex.org/W2772817128","https://openalex.org/W2777772327","https://openalex.org/W2787091153","https://openalex.org/W2792648207","https://openalex.org/W2796021728","https://openalex.org/W2807913786","https://openalex.org/W2885714230","https://openalex.org/W2901042712","https://openalex.org/W2904768151","https://openalex.org/W2905311269","https://openalex.org/W2911964244","https://openalex.org/W2913226741","https://openalex.org/W2921260950","https://openalex.org/W2936768965","https://openalex.org/W2964309882","https://openalex.org/W3003509779","https://openalex.org/W3088135215","https://openalex.org/W3129128132","https://openalex.org/W3205423163","https://openalex.org/W4251147723","https://openalex.org/W6600324250","https://openalex.org/W6675354045","https://openalex.org/W6679171944","https://openalex.org/W6730451570","https://openalex.org/W6790087755"],"related_works":["https://openalex.org/W4319317934","https://openalex.org/W2901265155","https://openalex.org/W2956374172","https://openalex.org/W4319837668","https://openalex.org/W2351984678","https://openalex.org/W2140032575","https://openalex.org/W2011860471","https://openalex.org/W3011451421","https://openalex.org/W2012196540","https://openalex.org/W196913356"],"abstract_inverted_index":{"We":[0,215],"introduce":[1],"a":[2,16,176,256,272],"multiscale":[3,289],"superpixel":[4],"approach":[5],"that":[6,217,275],"leverages":[7],"repeat-pass":[8],"interferometric":[9,293],"coherence":[10,294,305],"and":[11,37,41,52,97,151,172,193,195,210,265,270,291,328,357],"sparse":[12],"AGB":[13,79,104,115,124,130,155,166,184,234,261,267,301,365],"estimates":[14,167],"from":[15,83,121,320,329],"simulated":[17],"spaceborne":[18,38,63,346],"lidar":[19,44],"in":[20,33,110,157,191,202,359,366],"order":[21,360],"to":[22,48,58,73,112,164,240,259,323,332,361],"extend":[23],"the":[24,50,84,89,160,182,200,232,236,284,297,300,307,318,340,345],"NISAR":[25,51,161,227],"mission\u2019s":[26],"applicable":[27],"range":[28],"of":[29,105,199,286,299,339],"aboveground":[30],"biomass":[31,368],"(AGB)":[32],"tropical":[34,100,369],"forests.":[35],"Airborne":[36],"L-band":[39,352],"radar":[40],"full-waveform":[42],"airborne":[43,85],"data":[45,87],"are":[46,81],"used":[47],"simulate":[49],"GEDI":[53,129],"mission,":[54],"respectively.":[55],"In":[56,181,231],"addition":[57,111],"UAVSAR":[59,209,327],"data,":[60],"we":[61,127,136,142,254,282],"use":[62,285],"ALOS-2/PALSAR-2":[64],"imagery":[65],"with":[66,114,159,175,208,213,246,314,326,351],"14-day":[67],"temporal":[68],"baseline,":[69],"which":[70],"is":[71,189,276],"comparable":[72],"NISAR\u2019s":[74],"12-day":[75],"baseline.":[76],"Our":[77],"reference":[78,125],"maps":[80,219],"derived":[82],"LVIS":[86],"during":[88],"AfriSAR":[90],"campaign":[91],"for":[92,168,249],"three":[93,251],"sites":[94],"(Mondah,":[95],"Ogooue,":[96],"Lope).":[98],"Each":[99],"site":[101,146],"has":[102],"mean":[103],"at":[106,312],"least":[107],"125":[108],"Mg/ha":[109,174,207,212,322,331],"areas":[113],"exceeding":[116],"700":[117],"Mg/ha.":[118,180,334],"Spatially":[119],"sampling":[120],"these":[122],"LVIS-derived":[123],"maps,":[126],"approximate":[128],"estimates.":[131,302],"To":[132],"evaluate":[133],"our":[134,218],"methodology,":[135],"perform":[137],"several":[138],"different":[139],"analyses.":[140],"First,":[141],"partition":[143],"each":[144],"study":[145],"into":[147],"low":[148,183,266],"(\u2264100":[149],"Mg/ha)":[150,154],"high":[152,233,264,367],"(>100":[153],"areas,":[156,185,235],"conformity":[158],"mission":[162],"requirement":[163,188,201],"provide":[165],"forests":[169],"between":[170,344],"0":[171],"100":[173],"RMSE":[177,187,238,274,308,319],"below":[178],"20":[179],"this":[186],"satisfied":[190],"Lope":[192],"Mondah":[194,313],"it":[196],"fell":[197],"short":[198],"Ogooue":[203],"by":[204,309],"less":[205],"3":[206],"6":[211],"PALSAR-2.":[214],"note":[216],"have":[220],"finer":[221],"spatial":[222],"resolution":[223],"(50":[224],"m)":[225],"than":[226],"requires":[228],"(1":[229],"hectare).":[230],"normalized":[237,273],"increases":[239],"51%":[241],"(i.e.,":[242],"<90":[243],"Mg/ha),":[244],"but":[245],"negligible":[247],"bias":[248],"all":[250],"sites.":[252],"Second,":[253],"train":[255],"single":[257],"model":[258],"estimate":[260],"across":[262],"both":[263,287,315],"regimes":[268],"simultaneously":[269],"obtain":[271],"<60%":[277],"(or":[278],"<100":[279],"Mg/ha).":[280],"Lastly,":[281],"show":[283],"(a)":[288],"superpixels":[290],"(b)":[292],"significantly":[295],"improves":[296],"accuracy":[298],"The":[303],"InSAR":[304],"improved":[306],"approximately":[310],"8%":[311],"sensors,":[316],"lowering":[317],"59":[321],"47.4":[324],"Mg/h":[325],"57.1":[330],"46":[333],"This":[335],"work":[336],"illustrates":[337],"one":[338],"numerous":[341],"synergistic":[342],"relationships":[343],"lidars,":[347],"such":[348,354],"as":[349,355],"GEDI,":[350],"SAR,":[353],"PALSAR-2":[356],"NISAR,":[358],"produce":[362],"robust":[363],"regional":[364],"regions.":[370]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2020-07-02T00:00:00"}