{"id":"https://openalex.org/W1946800400","doi":"https://doi.org/10.1111/tgis.12022","title":"Airborne <scp>LiDAR</scp> and Terrestrial Laser Scanning Derived Vegetation Obstruction Factors for Visibility Models","display_name":"Airborne <scp>LiDAR</scp> and Terrestrial Laser Scanning Derived Vegetation Obstruction Factors for Visibility Models","publication_year":2013,"publication_date":"2013-05-17","ids":{"openalex":"https://openalex.org/W1946800400","doi":"https://doi.org/10.1111/tgis.12022","mag":"1946800400"},"language":"en","primary_location":{"id":"doi:10.1111/tgis.12022","is_oa":false,"landing_page_url":"https://doi.org/10.1111/tgis.12022","pdf_url":null,"source":{"id":"https://openalex.org/S859791518","display_name":"Transactions in GIS","issn_l":"1361-1682","issn":["1361-1682","1467-9671"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions in GIS","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054697958","display_name":"Javier Murgoitio","orcid":"https://orcid.org/0000-0002-8156-9156"},"institutions":[{"id":"https://openalex.org/I1302124595","display_name":"Bureau of Land Management","ror":"https://ror.org/01sy5zn44","country_code":"US","type":"government","lineage":["https://openalex.org/I1302124595","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayson Murgoitio","raw_affiliation_strings":["Bureau of Land Management  Boise Idaho","Bureau of Land Management Boise Idaho"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bureau of Land Management  Boise Idaho","institution_ids":["https://openalex.org/I1302124595"]},{"raw_affiliation_string":"Bureau of Land Management Boise Idaho","institution_ids":["https://openalex.org/I1302124595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002716108","display_name":"R. Shrestha","orcid":"https://orcid.org/0000-0002-3140-6623"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rupesh Shrestha","raw_affiliation_strings":["Department of Geosciences Idaho State University","Department of Geosciences</br>Idaho State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geosciences Idaho State University","institution_ids":["https://openalex.org/I106969075"]},{"raw_affiliation_string":"Department of Geosciences</br>Idaho State University","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010694911","display_name":"Nancy F. Glenn","orcid":"https://orcid.org/0000-0003-2124-7654"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nancy Glenn","raw_affiliation_strings":["Department of Geosciences Idaho State University","Department of Geosciences</br>Idaho State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geosciences Idaho State University","institution_ids":["https://openalex.org/I106969075"]},{"raw_affiliation_string":"Department of Geosciences</br>Idaho State University","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079796892","display_name":"L. Spaete","orcid":"https://orcid.org/0000-0002-0809-7615"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucas Spaete","raw_affiliation_strings":["Department of Geosciences Idaho State University","Department of Geosciences</br>Idaho State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geosciences Idaho State University","institution_ids":["https://openalex.org/I106969075"]},{"raw_affiliation_string":"Department of Geosciences</br>Idaho State University","institution_ids":["https://openalex.org/I106969075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010694911"],"corresponding_institution_ids":["https://openalex.org/I106969075"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":null,"fwci":2.9203,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.88977806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"18","issue":"1","first_page":"147","last_page":"160"},"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/T12713","display_name":"Forest Ecology and Biodiversity Studies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11880","display_name":"Forest ecology and management","score":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.9388694763183594},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7871516942977905},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.7736002206802368},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.6052858233451843},{"id":"https://openalex.org/keywords/laser-scanning","display_name":"Laser scanning","score":0.5862188935279846},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.5288715958595276},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5098670721054077},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.46572205424308777},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4490787982940674},{"id":"https://openalex.org/keywords/pinus-contorta","display_name":"Pinus contorta","score":0.42396917939186096},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4216601848602295},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4206356406211853},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.33986979722976685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3284808397293091},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.22096776962280273},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.17717629671096802},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13293322920799255},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.13279983401298523},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.11786571145057678},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1164824366569519},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07569378614425659}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.9388694763183594},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7871516942977905},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.7736002206802368},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.6052858233451843},{"id":"https://openalex.org/C141349535","wikidata":"https://www.wikidata.org/wiki/Q1361664","display_name":"Laser scanning","level":3,"score":0.5862188935279846},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.5288715958595276},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5098670721054077},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.46572205424308777},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4490787982940674},{"id":"https://openalex.org/C2778823381","wikidata":"https://www.wikidata.org/wiki/Q165091","display_name":"Pinus contorta","level":2,"score":0.42396917939186096},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4216601848602295},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4206356406211853},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33986979722976685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3284808397293091},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.22096776962280273},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.17717629671096802},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13293322920799255},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.13279983401298523},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.11786571145057678},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1164824366569519},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07569378614425659},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","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":2,"locations":[{"id":"doi:10.1111/tgis.12022","is_oa":false,"landing_page_url":"https://doi.org/10.1111/tgis.12022","pdf_url":null,"source":{"id":"https://openalex.org/S859791518","display_name":"Transactions in GIS","issn_l":"1361-1682","issn":["1361-1682","1467-9671"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions in GIS","raw_type":"journal-article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/6690","is_oa":false,"landing_page_url":"https://hdl.handle.net/11556/6690","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W162272065","https://openalex.org/W1266100137","https://openalex.org/W1527691091","https://openalex.org/W1564169463","https://openalex.org/W1975424367","https://openalex.org/W1979623535","https://openalex.org/W2003520937","https://openalex.org/W2016929002","https://openalex.org/W2054058513","https://openalex.org/W2062682676","https://openalex.org/W2065258204","https://openalex.org/W2067853114","https://openalex.org/W2071830897","https://openalex.org/W2085221126","https://openalex.org/W2101907415","https://openalex.org/W2108544314","https://openalex.org/W2121748258","https://openalex.org/W2122920344","https://openalex.org/W2127243393","https://openalex.org/W2130287574","https://openalex.org/W2139049012","https://openalex.org/W2139053550","https://openalex.org/W2148719805","https://openalex.org/W2152904605","https://openalex.org/W2164198104","https://openalex.org/W2189023493","https://openalex.org/W2222900330","https://openalex.org/W2273297058","https://openalex.org/W2403816202","https://openalex.org/W2790353240","https://openalex.org/W6606576624"],"related_works":["https://openalex.org/W2783354812","https://openalex.org/W4384112194","https://openalex.org/W2103009189","https://openalex.org/W4312958259","https://openalex.org/W2349383066","https://openalex.org/W1969901537","https://openalex.org/W4328132048","https://openalex.org/W4308259661","https://openalex.org/W1639545646","https://openalex.org/W2376202349"],"abstract_inverted_index":{"Abstract":[0],"Research":[1],"presented":[2],"here":[3],"explores":[4],"the":[5,105,125,139,151,154,202],"feasibility":[6,140,203],"of":[7,36,119,127,141,165,173,206],"leveraging":[8],"vegetation":[9,68,194],"data":[10,90,168,207],"derived":[11],"from":[12,67,75,104],"airborne":[13],"light":[14],"detection":[15],"and":[16,21,33,48,121,134,204],"ranging":[17],"(":[18,25,40],"LiDAR":[19,32,81,133,167,177],")":[20,27,43],"terrestrial":[22,106],"laser":[23],"scanning":[24],"TLS":[26,34,89,135,157,198],"for":[28,91,156,161,197],"visibility":[29,57,73,111,143],"modeling.":[30],"Using":[31],"datasets":[35,97],"a":[37,55,60],"lodgepole":[38],"pine":[39],"Pinus":[41],"contorta":[42],"dominant":[44],"ecosystem,":[45],"tree":[46,83,183],"canopy":[47],"trunk":[49],"obstructions":[50],"were":[51,69,85],"isolated":[52],"relevant":[53],"to":[54,101,131,169],"discrete":[56,132],"beam":[58],"in":[59],"short\u2010range":[61],"line\u2010of\u2010sight":[62],"model.":[63],"Cumulative":[64],"obstruction":[65,92,128],"factors":[66,84],"compared":[70],"with":[71,87,147,192],"reference":[72],"values":[74],"digital":[76],"photographs":[77],"along":[78],"sightline":[79],"paths.":[80],"\u2010derived":[82,158],"augmented":[86],"single\u2010scan":[88],"prediction.":[93],"Good":[94],"correlation":[95,120],"between":[96],"was":[98,113],"found":[99],"up":[100],"10":[102],"m":[103],"scanner,":[107],"but":[108],"fine":[109],"scale":[110],"modeling":[112,142],"problematic":[114],"at":[115],"longer":[116],"distances.":[117],"Analysis":[118],"regression":[122],"results":[123,152],"reveal":[124],"influence":[126],"shadowing":[129],"inherent":[130],",":[136],"potentially":[137],"limiting":[138],"over":[144],"large":[145,163],"areas":[146],"similar":[148],"technology.":[149],"However,":[150],"support":[153],"potential":[155],"subcanopy":[159],"metrics":[160],"augmenting":[162],"amounts":[164],"aerial":[166,189],"significantly":[170],"improve":[171],"models":[172],"forest":[174],"structure.":[175],"Subtle":[176],"processing":[178],"improvements,":[179],"including":[180],"more":[181],"accurate":[182],"delineation":[184],"through":[185],"higher":[186],"point":[187],"density":[188],"data,":[190,199],"combined":[191],"better":[193],"quantification":[195],"processes":[196],"will":[200],"advance":[201],"accuracy":[205],"integration.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
