{"id":"https://openalex.org/W2776845677","doi":"https://doi.org/10.3390/rs10010010","title":"Impact of Error in Lidar-Derived Canopy Height and Canopy Base Height on Modeled Wildfire Behavior in the Sierra Nevada, California, USA","display_name":"Impact of Error in Lidar-Derived Canopy Height and Canopy Base Height on Modeled Wildfire Behavior in the Sierra Nevada, California, USA","publication_year":2017,"publication_date":"2017-12-22","ids":{"openalex":"https://openalex.org/W2776845677","doi":"https://doi.org/10.3390/rs10010010","mag":"2776845677"},"language":"en","primary_location":{"id":"doi:10.3390/rs10010010","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10010010","pdf_url":"https://www.mdpi.com/2072-4292/10/1/10/pdf?version=1513936183","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/2072-4292/10/1/10/pdf?version=1513936183","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076327478","display_name":"Maggi Kelly","orcid":"https://orcid.org/0000-0002-0198-2822"},"institutions":[{"id":"https://openalex.org/I4210141545","display_name":"University of California Division of Agriculture and Natural Resources","ror":"https://ror.org/03t0t6y08","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141545"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maggi Kelly","raw_affiliation_strings":["Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3114, USA","Division of Agriculture and Natural Resources (UCANR), University of California, Berkeley, CA 94720-3114, USA"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3114, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Division of Agriculture and Natural Resources (UCANR), University of California, Berkeley, CA 94720-3114, USA","institution_ids":["https://openalex.org/I4210141545","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083755109","display_name":"Yanjun Su","orcid":"https://orcid.org/0000-0001-7931-339X"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210158097","display_name":"Institute of Botany","ror":"https://ror.org/05hr3ch11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210158097"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yanjun Su","raw_affiliation_strings":["Sierra Nevada Research Institute, School of Engineering, University of California at Merced, Merced, CA 95343, USA","State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China"],"affiliations":[{"raw_affiliation_string":"Sierra Nevada Research Institute, School of Engineering, University of California at Merced, Merced, CA 95343, USA","institution_ids":["https://openalex.org/I156087764"]},{"raw_affiliation_string":"State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China","institution_ids":["https://openalex.org/I4210158097","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005559785","display_name":"Stefania Di Tommaso","orcid":"https://orcid.org/0000-0002-0664-3651"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefania Di Tommaso","raw_affiliation_strings":["Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3114, USA"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3114, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082545713","display_name":"Danny Fry","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danny Fry","raw_affiliation_strings":["Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3114, USA"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3114, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051385336","display_name":"Brandon M. Collins","orcid":"https://orcid.org/0000-0002-1282-7502"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandon Collins","raw_affiliation_strings":["Center for Fire Research and Outreach, University of California, Berkeley, CA 94720-3114, USA"],"affiliations":[{"raw_affiliation_string":"Center for Fire Research and Outreach, University of California, Berkeley, CA 94720-3114, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000838828","display_name":"Scott L. Stephens","orcid":"https://orcid.org/0000-0001-7703-4485"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Stephens","raw_affiliation_strings":["Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3114, USA"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720-3114, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014968449","display_name":"Qinghua Guo","orcid":"https://orcid.org/0000-0002-1065-0838"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210158097","display_name":"Institute of Botany","ror":"https://ror.org/05hr3ch11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210158097"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Qinghua Guo","raw_affiliation_strings":["Sierra Nevada Research Institute, School of Engineering, University of California at Merced, Merced, CA 95343, USA","State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China"],"affiliations":[{"raw_affiliation_string":"Sierra Nevada Research Institute, School of Engineering, University of California at Merced, Merced, CA 95343, USA","institution_ids":["https://openalex.org/I156087764"]},{"raw_affiliation_string":"State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China","institution_ids":["https://openalex.org/I4210158097","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5076327478"],"corresponding_institution_ids":["https://openalex.org/I4210141545","https://openalex.org/I95457486"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.2327,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.87370923,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"10","issue":"1","first_page":"10","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10555","display_name":"Fire effects on ecosystems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9994999766349792,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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":0.8436158895492554},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.7648307085037231},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7450025081634521},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5350870490074158},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.49860239028930664},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.451647013425827},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.4438198208808899},{"id":"https://openalex.org/keywords/tree-canopy","display_name":"Tree canopy","score":0.4360520839691162},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.41461899876594543},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36711496114730835},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.293590784072876},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26948440074920654},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11647143959999084},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10672304034233093},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10215350985527039},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06468930840492249}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.8436158895492554},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.7648307085037231},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7450025081634521},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5350870490074158},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.49860239028930664},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.451647013425827},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.4438198208808899},{"id":"https://openalex.org/C39807119","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Tree canopy","level":3,"score":0.4360520839691162},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.41461899876594543},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36711496114730835},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.293590784072876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26948440074920654},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11647143959999084},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10672304034233093},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10215350985527039},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06468930840492249},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/rs10010010","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10010010","pdf_url":"https://www.mdpi.com/2072-4292/10/1/10/pdf?version=1513936183","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:4d9a30975b774427a4189a13057fdca1","is_oa":true,"landing_page_url":"https://doaj.org/article/4d9a30975b774427a4189a13057fdca1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 10, Iss 1, p 10 (2017)","raw_type":"article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt4vz6155d","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/4vz6155d","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, vol 10, iss 1","raw_type":"article"},{"id":"pmh:oai:ir.ibcas.ac.cn:2S10CLM1/19962","is_oa":false,"landing_page_url":"http://ir.ibcas.ac.cn/handle/2S10CLM1/19962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.ibcas.ac.cn:2S10CLM1/20381","is_oa":false,"landing_page_url":"http://ir.ibcas.ac.cn/handle/2S10CLM1/20381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/1/10/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10010010","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 10; Issue 1; Pages: 10","raw_type":"Text"},{"id":"pmh:qt4vz6155d","is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/4vz6155d","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kelly, M; Su, Y; Di Tommaso, S; Fry, DL; Collins, BM; Stephens, SL; \u00c2\u00a0et al.(2018). Impact of error in Lidar-derived canopy height and canopy base height on modeled wildfire behavior in the Sierra Nevada, California, USA. Remote Sensing, 10(1). doi: 10.3390/rs10010010. UC Berkeley: Retrieved from: http://www.escholarship.org/uc/item/4vz6155d","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs10010010","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10010010","pdf_url":"https://www.mdpi.com/2072-4292/10/1/10/pdf?version=1513936183","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":0.7300000190734863,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306114","display_name":"U.S. Department of Agriculture","ror":"https://ror.org/01na82s61"},{"id":"https://openalex.org/F4320308027","display_name":"Department of Water Resources","ror":"https://ror.org/0115n5160"},{"id":"https://openalex.org/F4320332182","display_name":"U.S. Fish and Wildlife Service","ror":"https://ror.org/04k7dar27"},{"id":"https://openalex.org/F4320332383","display_name":"California Department of Fish and Wildlife","ror":"https://ror.org/02v6w2r95"},{"id":"https://openalex.org/F4320332478","display_name":"U.S. Forest Service","ror":"https://ror.org/03zmjc935"},{"id":"https://openalex.org/F4320334586","display_name":"California Department of Forestry and Fire Protection","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2776845677.pdf","grobid_xml":"https://content.openalex.org/works/W2776845677.grobid-xml"},"referenced_works_count":95,"referenced_works":["https://openalex.org/W8289242","https://openalex.org/W37217007","https://openalex.org/W108444638","https://openalex.org/W131359794","https://openalex.org/W342079421","https://openalex.org/W400671631","https://openalex.org/W600210939","https://openalex.org/W1125129903","https://openalex.org/W1531419578","https://openalex.org/W1534686497","https://openalex.org/W1571411223","https://openalex.org/W1600769934","https://openalex.org/W1604539242","https://openalex.org/W1965911817","https://openalex.org/W1970562816","https://openalex.org/W1971351853","https://openalex.org/W1978897219","https://openalex.org/W1986757744","https://openalex.org/W1987064464","https://openalex.org/W2001618165","https://openalex.org/W2006286431","https://openalex.org/W2012824497","https://openalex.org/W2019170188","https://openalex.org/W2021251591","https://openalex.org/W2025152847","https://openalex.org/W2025693723","https://openalex.org/W2025985854","https://openalex.org/W2030337367","https://openalex.org/W2037510190","https://openalex.org/W2037849909","https://openalex.org/W2040694017","https://openalex.org/W2046735139","https://openalex.org/W2051716701","https://openalex.org/W2052936910","https://openalex.org/W2062979841","https://openalex.org/W2066757235","https://openalex.org/W2068845501","https://openalex.org/W2070510131","https://openalex.org/W2084023104","https://openalex.org/W2084501228","https://openalex.org/W2087438294","https://openalex.org/W2097947367","https://openalex.org/W2101161584","https://openalex.org/W2103077111","https://openalex.org/W2103264898","https://openalex.org/W2105494998","https://openalex.org/W2113508837","https://openalex.org/W2114112877","https://openalex.org/W2123260813","https://openalex.org/W2130053413","https://openalex.org/W2130487218","https://openalex.org/W2133344311","https://openalex.org/W2137565741","https://openalex.org/W2143533662","https://openalex.org/W2151549592","https://openalex.org/W2157835465","https://openalex.org/W2157912881","https://openalex.org/W2158083870","https://openalex.org/W2158510999","https://openalex.org/W2159690339","https://openalex.org/W2163324173","https://openalex.org/W2164348122","https://openalex.org/W2166043246","https://openalex.org/W2169874044","https://openalex.org/W2175541029","https://openalex.org/W2182099239","https://openalex.org/W2192961028","https://openalex.org/W2225770107","https://openalex.org/W2275476000","https://openalex.org/W2294537693","https://openalex.org/W2323137278","https://openalex.org/W2325115425","https://openalex.org/W2463809578","https://openalex.org/W2472610039","https://openalex.org/W2482464033","https://openalex.org/W2510634777","https://openalex.org/W2515223284","https://openalex.org/W2521158973","https://openalex.org/W2550476861","https://openalex.org/W2553689351","https://openalex.org/W2561181939","https://openalex.org/W2572535625","https://openalex.org/W2608260148","https://openalex.org/W2617342008","https://openalex.org/W2883842383","https://openalex.org/W4210387355","https://openalex.org/W4285719527","https://openalex.org/W6600333878","https://openalex.org/W6618183935","https://openalex.org/W6634439634","https://openalex.org/W6635652463","https://openalex.org/W6646895565","https://openalex.org/W6680246126","https://openalex.org/W6685673430","https://openalex.org/W6700641724"],"related_works":["https://openalex.org/W2045211767","https://openalex.org/W2056219210","https://openalex.org/W2383716249","https://openalex.org/W23916517","https://openalex.org/W4386506415","https://openalex.org/W2497950047","https://openalex.org/W1998329507","https://openalex.org/W2053112303","https://openalex.org/W3004500891","https://openalex.org/W3208027284"],"abstract_inverted_index":{"Light":[0],"detection":[1],"and":[2,14,74,123,140,166,179,197,218,250,258],"ranging":[3],"(Lidar)":[4],"data":[5,70,267],"can":[6,246],"be":[7,262],"used":[8,93,110],"to":[9,104,195,202,248],"create":[10],"wall-to-wall":[11],"forest":[12,29,255,259],"structure":[13],"fuel":[15],"products":[16,268],"that":[17,27,53,136,159,235],"are":[18],"required":[19],"for":[20],"wildfire":[21],"behavior":[22,51,81,272],"simulation":[23,97],"models.":[24],"We":[25,92,157],"know":[26,42],"Lidar-derived":[28],"parameters":[30],"have":[31],"a":[32,83,94],"non-negligible":[33],"error":[34,45,65,102,118,127,137,162,209,226],"associated":[35,66,163],"with":[36,67,99,164,213,216,242],"them,":[37],"yet":[38],"we":[39,60],"do":[40],"not":[41,143,169],"how":[43],"this":[44],"influences":[46],"the":[47,62,87,111,120,129,146,160,205,223,236],"results":[48],"of":[49,64,207,225,238,253],"fire":[50,80,151,154,177,180,256,271],"modeling":[52,273],"use":[54,237],"these":[55],"layers":[56],"as":[57],"inputs.":[58],"Here,":[59],"evaluated":[61],"influence":[63,145,171],"two":[68],"Lidar":[69,239,266],"products\u2014canopy":[71],"height":[72,77],"(CH)":[73],"canopy":[75,221,229],"base":[76],"(CBH)\u2014on":[78],"simulated":[79],"in":[82,86,119,128,138,264,269],"case":[84],"study":[85],"Sierra":[88],"Nevada,":[89],"California,":[90],"USA.":[91],"Monte":[95],"Carlo":[96],"approach":[98],"expected":[100,161],"randomized":[101],"added":[103,194,201],"each":[105],"model":[106],"input.":[107],"Model":[108,115,124,187,191,198],"1":[109,188],"original,":[112],"unmodified":[113],"data,":[114,240],"2":[116,192],"incorporated":[117,126],"CH":[121,139,165],"layer,":[122],"3":[125,199],"CBH":[130,141,167,214],"layer.":[131],"This":[132],"sensitivity":[133],"analysis":[134],"showed":[135],"did":[142,168],"greatly":[144,170],"modeled":[147,172,228,254],"conditional":[148,174],"burn":[149,175,230],"probability,":[150,176],"size,":[152,178],"or":[153],"size":[155,181],"distribution.":[156],"found":[158],"results:":[173],"distributions":[182],"were":[183],"very":[184],"similar":[185],"between":[186],"(original":[189],"data),":[190],"(error":[193,200],"CH),":[196],"CBH).":[203],"However,":[204],"impact":[206],"introduced":[208],"was":[210],"more":[211],"pronounced":[212],"than":[215],"CH,":[217],"at":[219],"lower":[220],"heights,":[222],"addition":[224],"increased":[227],"probability.":[231],"Our":[232],"work":[233],"suggests":[234],"even":[241],"its":[243],"inherent":[244],"error,":[245],"contribute":[247],"reliable":[249],"robust":[251],"estimates":[252],"behavior,":[257],"managers":[260],"should":[261],"confident":[263],"using":[265],"their":[270],"workflow.":[274]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2018-01-05T00:00:00"}
