{"id":"https://openalex.org/W2887291686","doi":"https://doi.org/10.3390/rs10081216","title":"UAV Multispectral Imagery Can Complement Satellite Data for Monitoring Forest Health","display_name":"UAV Multispectral Imagery Can Complement Satellite Data for Monitoring Forest Health","publication_year":2018,"publication_date":"2018-08-03","ids":{"openalex":"https://openalex.org/W2887291686","doi":"https://doi.org/10.3390/rs10081216","mag":"2887291686"},"language":"en","primary_location":{"id":"doi:10.3390/rs10081216","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10081216","pdf_url":"https://www.mdpi.com/2072-4292/10/8/1216/pdf?version=1533282482","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/2072-4292/10/8/1216/pdf?version=1533282482","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001588387","display_name":"Jonathan P. Dash","orcid":"https://orcid.org/0000-0002-2432-3985"},"institutions":[{"id":"https://openalex.org/I154136665","display_name":"Scion","ror":"https://ror.org/048r72142","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I154136665","https://openalex.org/I4405260297"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Jonathan P. Dash","raw_affiliation_strings":["Scion, 49 Sala Street, Private Bag 3020, Rotorua 3046, New Zealand"],"affiliations":[{"raw_affiliation_string":"Scion, 49 Sala Street, Private Bag 3020, Rotorua 3046, New Zealand","institution_ids":["https://openalex.org/I154136665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079458590","display_name":"Grant D. Pearse","orcid":"https://orcid.org/0000-0001-5277-2449"},"institutions":[{"id":"https://openalex.org/I154136665","display_name":"Scion","ror":"https://ror.org/048r72142","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I154136665","https://openalex.org/I4405260297"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Grant D. Pearse","raw_affiliation_strings":["Scion, 49 Sala Street, Private Bag 3020, Rotorua 3046, New Zealand"],"affiliations":[{"raw_affiliation_string":"Scion, 49 Sala Street, Private Bag 3020, Rotorua 3046, New Zealand","institution_ids":["https://openalex.org/I154136665"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073649293","display_name":"Michael S. Watt","orcid":"https://orcid.org/0000-0001-6752-9134"},"institutions":[{"id":"https://openalex.org/I154136665","display_name":"Scion","ror":"https://ror.org/048r72142","country_code":"NZ","type":"facility","lineage":["https://openalex.org/I154136665","https://openalex.org/I4405260297"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Michael S. Watt","raw_affiliation_strings":["Scion, 10 Kyle St, P. O. Box 29237, Christchurch 8440, New Zealand"],"affiliations":[{"raw_affiliation_string":"Scion, 10 Kyle St, P. O. Box 29237, Christchurch 8440, New Zealand","institution_ids":["https://openalex.org/I154136665"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001588387"],"corresponding_institution_ids":["https://openalex.org/I154136665"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":11.0582,"has_fulltext":false,"cited_by_count":138,"citation_normalized_percentile":{"value":0.98878114,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"10","issue":"8","first_page":"1216","last_page":"1216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998000264167786,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9988999962806702,"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/T11691","display_name":"Forest Insect Ecology and Management","score":0.995199978351593,"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/remote-sensing","display_name":"Remote sensing","score":0.7832444310188293},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.7360994815826416},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5569507479667664},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5401391983032227},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.53626948595047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48905810713768005},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4374348521232605},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16120761632919312}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7832444310188293},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7360994815826416},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5569507479667664},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5401391983032227},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.53626948595047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48905810713768005},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4374348521232605},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16120761632919312},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs10081216","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10081216","pdf_url":"https://www.mdpi.com/2072-4292/10/8/1216/pdf?version=1533282482","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:fe3fa02259f04dadb3d913fcfa9b944a","is_oa":true,"landing_page_url":"https://doaj.org/article/fe3fa02259f04dadb3d913fcfa9b944a","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 8, p 1216 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/8/1216/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10081216","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 8; Pages: 1216","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs10081216","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10081216","pdf_url":"https://www.mdpi.com/2072-4292/10/8/1216/pdf?version=1533282482","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":0.75,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G5246480656","display_name":null,"funder_award_id":"CO4X1306","funder_id":"https://openalex.org/F4320322784","funder_display_name":"Ministry for Business Innovation and Employment"}],"funders":[{"id":"https://openalex.org/F4320322784","display_name":"Ministry for Business Innovation and Employment","ror":"https://ror.org/02jtq1b51"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2887291686.pdf","grobid_xml":"https://content.openalex.org/works/W2887291686.grobid-xml"},"referenced_works_count":104,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1187254890","https://openalex.org/W1543507298","https://openalex.org/W1575071306","https://openalex.org/W1875061881","https://openalex.org/W1964409849","https://openalex.org/W1971404394","https://openalex.org/W1977084785","https://openalex.org/W1984605081","https://openalex.org/W1985555755","https://openalex.org/W1986136566","https://openalex.org/W1998606390","https://openalex.org/W1998842586","https://openalex.org/W2002973025","https://openalex.org/W2013168618","https://openalex.org/W2017859040","https://openalex.org/W2026337641","https://openalex.org/W2029576285","https://openalex.org/W2030106896","https://openalex.org/W2031706661","https://openalex.org/W2031860171","https://openalex.org/W2036003376","https://openalex.org/W2037438620","https://openalex.org/W2042063023","https://openalex.org/W2044076675","https://openalex.org/W2044740371","https://openalex.org/W2054462594","https://openalex.org/W2058224795","https://openalex.org/W2064186732","https://openalex.org/W2066559130","https://openalex.org/W2068581552","https://openalex.org/W2070624879","https://openalex.org/W2071423370","https://openalex.org/W2073266896","https://openalex.org/W2079594423","https://openalex.org/W2081824344","https://openalex.org/W2088124850","https://openalex.org/W2099206930","https://openalex.org/W2099381057","https://openalex.org/W2102273661","https://openalex.org/W2109862393","https://openalex.org/W2115098571","https://openalex.org/W2123669166","https://openalex.org/W2124017200","https://openalex.org/W2125410201","https://openalex.org/W2130239832","https://openalex.org/W2136008108","https://openalex.org/W2137172112","https://openalex.org/W2139086914","https://openalex.org/W2142649963","https://openalex.org/W2143481518","https://openalex.org/W2144109235","https://openalex.org/W2145413250","https://openalex.org/W2145497281","https://openalex.org/W2162416391","https://openalex.org/W2165916356","https://openalex.org/W2168661809","https://openalex.org/W2169048824","https://openalex.org/W2171872796","https://openalex.org/W2178471458","https://openalex.org/W2207041822","https://openalex.org/W2208388837","https://openalex.org/W2257554162","https://openalex.org/W2296685749","https://openalex.org/W2310204504","https://openalex.org/W2316799542","https://openalex.org/W2345743725","https://openalex.org/W2434797109","https://openalex.org/W2500871401","https://openalex.org/W2521750265","https://openalex.org/W2523609223","https://openalex.org/W2527559061","https://openalex.org/W2549123380","https://openalex.org/W2560184002","https://openalex.org/W2568659494","https://openalex.org/W2569436968","https://openalex.org/W2581177638","https://openalex.org/W2582980081","https://openalex.org/W2589059474","https://openalex.org/W2595436381","https://openalex.org/W2602191071","https://openalex.org/W2605808804","https://openalex.org/W2608283415","https://openalex.org/W2613765343","https://openalex.org/W2615436872","https://openalex.org/W2727886734","https://openalex.org/W2736508163","https://openalex.org/W2739505165","https://openalex.org/W2746458690","https://openalex.org/W2749948847","https://openalex.org/W2759162449","https://openalex.org/W2765249994","https://openalex.org/W2765708932","https://openalex.org/W2766375412","https://openalex.org/W2785049499","https://openalex.org/W2793342868","https://openalex.org/W2911964244","https://openalex.org/W2989983865","https://openalex.org/W3210439499","https://openalex.org/W4246259708","https://openalex.org/W4298826872","https://openalex.org/W6610017368","https://openalex.org/W6636950212","https://openalex.org/W6803119984"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W1544811710","https://openalex.org/W2124951708","https://openalex.org/W172072032","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403"],"abstract_inverted_index":{"The":[0,35,96,112,136],"development":[1],"of":[2,31,37,64,133,147,176,187,196,220,229,273],"methods":[3],"that":[4,26,99,166,234,261],"can":[5,27,241],"accurately":[6],"detect":[7,78,127,142],"physiological":[8,106,143,197,251,276,301],"stress":[9,80,107,128,144,198,252,277,302],"in":[10,81,88,108,145,169,253,300],"forest":[11,24,58,222,254],"trees":[12,255],"caused":[13],"by":[14,48],"biotic":[15],"or":[16,149],"abiotic":[17],"factors":[18],"is":[19],"vital":[20],"for":[21,249,297],"ensuring":[22],"productive":[23],"systems":[25],"meet":[28],"the":[29,32,62,109,131,153,157,162,167,174,184,194,207,212,235,262,279,288],"demands":[30],"Earth\u2019s":[33],"population.":[34],"emergence":[36],"new":[38],"sensors":[39,237],"and":[40,74,125,211,240],"platforms":[41],"presents":[42],"opportunities":[43],"to":[44,53,77,105,118,130,156,183,192,217,244,270,285,293],"augment":[45],"traditional":[46],"practices":[47],"combining":[49],"remotely-sensed":[50],"data":[51,101,114,138,201],"products":[52],"provide":[54],"enhanced":[55,247],"information":[56],"on":[57],"condition.":[59],"We":[60,259],"tested":[61,139],"sensitivity":[63,170],"multispectral":[65],"imagery":[66,76,155,164,266,290],"collected":[67],"from":[68,199],"time-series":[69,227],"unmanned":[70],"aerial":[71],"vehicle":[72],"(UAV)":[73],"satellite":[75,137,163,289],"herbicide-induced":[79],"a":[82,89,121],"carefully":[83],"controlled":[84],"experiment":[85],"carried":[86],"out":[87],"mature":[90],"Pinus":[91],"radiata":[92],"D.":[93],"Don":[94],"plantation.":[95],"results":[97,204],"revealed":[98,165],"both":[100,206],"sources":[102],"were":[103,115,171,190],"sensitive":[104,117,269,284],"study":[110],"trees.":[111,135,151],"UAV":[113,154,265],"more":[116,150,268],"changes":[119],"at":[120,256],"finer":[122],"spatial":[123,159,177,208],"resolution":[124,160,264],"could":[126,140],"down":[129],"level":[132],"individual":[134],"only":[141],"clusters":[146],"four":[148],"Resampling":[152],"same":[158],"as":[161],"differences":[168],"not":[172],"solely":[173],"result":[175],"resolution.":[178],"Instead,":[179],"vegetation":[180,214],"indices":[181,215,232],"suited":[182],"sensor":[185],"characteristics":[186],"each":[188,200],"platform":[189],"required":[191,216],"optimise":[193],"detection":[195,209],"source.":[202],"Our":[203],"define":[205],"threshold":[210],"optimum":[213],"implement":[218],"monitoring":[219,250],"this":[221],"type.":[223],"A":[224],"comparison":[225],"between":[226],"datasets":[228],"different":[230],"spectral":[231],"showed":[233],"two":[236],"are":[238],"compatible":[239],"be":[242,294],"used":[243],"deliver":[245],"an":[246],"method":[248],"various":[257],"scales.":[258],"found":[260,292],"higher":[263],"was":[267,291],"fine-scale":[271],"instances":[272],"herbicide":[274],"induced":[275],"than":[278],"RapidEye":[280],"imagery.":[281],"Although":[282],"less":[283],"smaller":[286],"phenomena":[287],"very":[295],"useful":[296],"observing":[298],"trends":[299],"over":[303],"larger":[304],"areas.":[305]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}