{"id":"https://openalex.org/W4306403203","doi":"https://doi.org/10.3390/s22207872","title":"Drone-Based Environmental Monitoring and Image Processing Approaches for Resource Estimates of Private Native Forest","display_name":"Drone-Based Environmental Monitoring and Image Processing Approaches for Resource Estimates of Private Native Forest","publication_year":2022,"publication_date":"2022-10-17","ids":{"openalex":"https://openalex.org/W4306403203","doi":"https://doi.org/10.3390/s22207872","pmid":"https://pubmed.ncbi.nlm.nih.gov/36298223"},"language":"en","primary_location":{"id":"doi:10.3390/s22207872","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22207872","pdf_url":"https://www.mdpi.com/1424-8220/22/20/7872/pdf?version=1666153281","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/20/7872/pdf?version=1666153281","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049997842","display_name":"Sanjeev Kumar Srivastava","orcid":"https://orcid.org/0000-0001-8402-6467"},"institutions":[{"id":"https://openalex.org/I174025329","display_name":"University of the Sunshine Coast","ror":"https://ror.org/016gb9e15","country_code":"AU","type":"education","lineage":["https://openalex.org/I174025329"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sanjeev Kumar Srivastava","raw_affiliation_strings":["School of Science Technology and Engineering, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8402-6467","affiliations":[{"raw_affiliation_string":"School of Science Technology and Engineering, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia","institution_ids":["https://openalex.org/I174025329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111525101","display_name":"Kah Phooi Seng","orcid":null},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Kah Phooi Seng","raw_affiliation_strings":["School of AI and Advanced Computing, Xi\u2019an Jiaotong Liverpool University, Suzhou 215000, China","School of Computer Science, Queensland University of Technology, Brisbane City, QLD 4000, Australia","School of AI and Advanced Computing, Xi'an Jiaotong Liverpool University, Suzhou 215000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of AI and Advanced Computing, Xi\u2019an Jiaotong Liverpool University, Suzhou 215000, China","institution_ids":["https://openalex.org/I69356397"]},{"raw_affiliation_string":"School of Computer Science, Queensland University of Technology, Brisbane City, QLD 4000, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"School of AI and Advanced Computing, Xi'an Jiaotong Liverpool University, Suzhou 215000, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073635669","display_name":"Li-Minn Ang","orcid":"https://orcid.org/0000-0002-2402-7529"},"institutions":[{"id":"https://openalex.org/I174025329","display_name":"University of the Sunshine Coast","ror":"https://ror.org/016gb9e15","country_code":"AU","type":"education","lineage":["https://openalex.org/I174025329"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Li Minn Ang","raw_affiliation_strings":["School of Science Technology and Engineering, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science Technology and Engineering, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia","institution_ids":["https://openalex.org/I174025329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059813494","display_name":"Anibal Nahuel Alejandro Pachas","orcid":"https://orcid.org/0000-0001-5261-677X"},"institutions":[{"id":"https://openalex.org/I4210164589","display_name":"Department of Primary Industries","ror":"https://ror.org/05s5aag36","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801244131","https://openalex.org/I4210164589"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anibal \u2018Nahuel\u2019 A. Pachas","raw_affiliation_strings":["Department of Agriculture and Fisheries, Queensland Government, 1 Cartwright Road, Gympie, QLD 4570, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5261-677X","affiliations":[{"raw_affiliation_string":"Department of Agriculture and Fisheries, Queensland Government, 1 Cartwright Road, Gympie, QLD 4570, Australia","institution_ids":["https://openalex.org/I4210164589"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006377745","display_name":"Tom Lewis","orcid":"https://orcid.org/0000-0002-2820-0106"},"institutions":[{"id":"https://openalex.org/I174025329","display_name":"University of the Sunshine Coast","ror":"https://ror.org/016gb9e15","country_code":"AU","type":"education","lineage":["https://openalex.org/I174025329"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tom Lewis","raw_affiliation_strings":["School of Science Technology and Engineering, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science Technology and Engineering, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia","institution_ids":["https://openalex.org/I174025329"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111525101"],"corresponding_institution_ids":["https://openalex.org/I160993911","https://openalex.org/I69356397"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.7309,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.82334551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"22","issue":"20","first_page":"7872","last_page":"7872"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9944999814033508,"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/drone","display_name":"Drone","score":0.8069899082183838},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5645992755889893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5090007781982422},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4603334367275238},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38542819023132324},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3776897192001343},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3364805281162262},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.27644819021224976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2534271478652954},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21568113565444946}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8069899082183838},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5645992755889893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5090007781982422},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4603334367275238},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38542819023132324},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3776897192001343},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3364805281162262},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.27644819021224976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2534271478652954},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21568113565444946},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000088722","descriptor_name":"Unmanned Aerial Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000088722","descriptor_name":"Unmanned Aerial Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000088722","descriptor_name":"Unmanned Aerial Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014197","descriptor_name":"Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014197","descriptor_name":"Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014197","descriptor_name":"Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s22207872","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22207872","pdf_url":"https://www.mdpi.com/1424-8220/22/20/7872/pdf?version=1666153281","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:36298223","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36298223","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:era.daf.qld.gov.au:8949","is_oa":false,"landing_page_url":"https://era.dpi.qld.gov.au/id/eprint/8949/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402393","display_name":"Queensland Department of Agriculture and Fisheries archive of scientific and research publications (Queensland Department of Agriculture and Fisheries)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801244131","host_organization_name":"Queensland Government","host_organization_lineage":["https://openalex.org/I2801244131"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:d18b33c3b71f4998a57b302891fc9dfa","is_oa":true,"landing_page_url":"https://doaj.org/article/d18b33c3b71f4998a57b302891fc9dfa","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":"Sensors, Vol 22, Iss 20, p 7872 (2022)","raw_type":"article"},{"id":"pmh:oai:jdecs1.ecs.soton.ac.uk:8949","is_oa":false,"landing_page_url":"http://era.daf.qld.gov.au/id/eprint/8949/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402393","display_name":"Queensland Department of Agriculture and Fisheries archive of scientific and research publications (Queensland Department of Agriculture and Fisheries)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801244131","host_organization_name":"Queensland Government","host_organization_lineage":["https://openalex.org/I2801244131"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/20/7872/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22207872","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":"Sensors; Volume 22; Issue 20; Pages: 7872","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9612065","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9612065","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22207872","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22207872","pdf_url":"https://www.mdpi.com/1424-8220/22/20/7872/pdf?version=1666153281","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7200000286102295,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4306403203.pdf","grobid_xml":"https://content.openalex.org/works/W4306403203.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1966946865","https://openalex.org/W2012519352","https://openalex.org/W2027672019","https://openalex.org/W2076712994","https://openalex.org/W2116674621","https://openalex.org/W2133715570","https://openalex.org/W2170395660","https://openalex.org/W2180526376","https://openalex.org/W2253409621","https://openalex.org/W2310204504","https://openalex.org/W2336604279","https://openalex.org/W2482464033","https://openalex.org/W2544331183","https://openalex.org/W2808997086","https://openalex.org/W2901126511","https://openalex.org/W2916979987","https://openalex.org/W2924496886","https://openalex.org/W2928980835","https://openalex.org/W2957974561","https://openalex.org/W3009698547","https://openalex.org/W3041694594","https://openalex.org/W3082094008","https://openalex.org/W3097023056","https://openalex.org/W3196620155","https://openalex.org/W3202250161","https://openalex.org/W4210646147"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4386322305"],"abstract_inverted_index":{"This":[0,154],"paper":[1,103],"investigated":[2],"the":[3,34,48,97,105,115,156],"utility":[4],"of":[5,44,51,117,158],"drone-based":[6,159],"environmental":[7],"monitoring":[8],"to":[9,23,26,36,54,73,80,167],"assist":[10],"with":[11,91,128,137,175],"forest":[12,29,152,169,173,182],"inventory":[13,30],"in":[14,61,96,119],"Queensland":[15,63],"private":[16],"native":[17],"forests":[18],"(PNF).":[19],"The":[20,42,87,102,122,140],"research":[21,106],"aimed":[22],"build":[24],"capabilities":[25],"carry":[27],"out":[28],"more":[31],"efficiently":[32],"without":[33],"need":[35],"rely":[37],"on":[38,181],"laborious":[39],"field":[40,98],"assessments.":[41],"use":[43],"drone-derived":[45,111],"images":[46],"and":[47,77,150,160,178],"subsequent":[49],"application":[50],"digital":[52,78],"photogrammetry":[53,79],"obtain":[55],"information":[56,180],"about":[57],"PNFs":[58],"are":[59],"underinvestigated":[60],"southeast":[62],"vegetation":[64],"types.":[65,153],"In":[66],"this":[67],"study,":[68],"we":[69],"used":[70],"image":[71],"processing":[72],"separate":[74],"individual":[75],"trees":[76,118],"derive":[81],"a":[82,126,129],"canopy":[83],"height":[84,93,116,136],"model":[85],"(CHM).":[86],"study":[88,123],"was":[89],"supported":[90],"tree":[92,135],"data":[94],"collected":[95],"for":[99],"one":[100],"site.":[101],"addressed":[104],"question":[107],"\"How":[108],"well":[109],"do":[110],"point":[112],"clouds":[113],"estimate":[114,134],"PNF":[120],"ecosystems?\"":[121],"indicated":[124],"that":[125],"drone":[127],"basic":[130],"RGB":[131],"camera":[132],"can":[133,142],"good":[138],"confidence.":[139],"results":[141],"potentially":[143],"be":[144],"applied":[145],"across":[146],"multiple":[147],"land":[148],"tenures":[149],"similar":[151],"informs":[155],"development":[157],"remote-sensing":[161],"image-processing":[162],"methods,":[163],"which":[164],"will":[165],"lead":[166],"improved":[168],"inventories,":[170],"thereby":[171],"providing":[172],"managers":[174],"recent,":[176],"accurate,":[177],"efficient":[179],"resources.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}