{"id":"https://openalex.org/W4317821510","doi":"https://doi.org/10.3390/rs15030679","title":"Characterisation of Banana Plant Growth Using High-Spatiotemporal-Resolution Multispectral UAV Imagery","display_name":"Characterisation of Banana Plant Growth Using High-Spatiotemporal-Resolution Multispectral UAV Imagery","publication_year":2023,"publication_date":"2023-01-23","ids":{"openalex":"https://openalex.org/W4317821510","doi":"https://doi.org/10.3390/rs15030679"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030679","pdf_url":"https://www.mdpi.com/2072-4292/15/3/679/pdf?version=1675677172","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},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/3/679/pdf?version=1675677172","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078041775","display_name":"Aaron Aeberli","orcid":null},"institutions":[{"id":"https://openalex.org/I90745801","display_name":"University of New England","ror":"https://ror.org/04r659a56","country_code":"AU","type":"education","lineage":["https://openalex.org/I90745801"]},{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Aaron Aeberli","raw_affiliation_strings":["Applied Agricultural Remote Sensing Centre, University of New England, Armidale, NSW 2351, Australia","Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, St. Lucia, QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Agricultural Remote Sensing Centre, University of New England, Armidale, NSW 2351, Australia","institution_ids":["https://openalex.org/I90745801"]},{"raw_affiliation_string":"Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, St. Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004573971","display_name":"Stuart Phinn","orcid":"https://orcid.org/0000-0002-2605-6104"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stuart Phinn","raw_affiliation_strings":["Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, St. Lucia, QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, St. Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089152837","display_name":"Kasper Johansen","orcid":"https://orcid.org/0000-0003-1889-9336"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Kasper Johansen","raw_affiliation_strings":["Hydrology, Agricultural and Land Observation, Water Desalination and Reuse Center, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Hydrology, Agricultural and Land Observation, Water Desalination and Reuse Center, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053826776","display_name":"Andrew Robson","orcid":"https://orcid.org/0000-0001-5762-8980"},"institutions":[{"id":"https://openalex.org/I90745801","display_name":"University of New England","ror":"https://ror.org/04r659a56","country_code":"AU","type":"education","lineage":["https://openalex.org/I90745801"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew Robson","raw_affiliation_strings":["Applied Agricultural Remote Sensing Centre, University of New England, Armidale, NSW 2351, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Agricultural Remote Sensing Centre, University of New England, Armidale, NSW 2351, Australia","institution_ids":["https://openalex.org/I90745801"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065746163","display_name":"David Lamb","orcid":"https://orcid.org/0000-0002-2917-2231"},"institutions":[{"id":"https://openalex.org/I90745801","display_name":"University of New England","ror":"https://ror.org/04r659a56","country_code":"AU","type":"education","lineage":["https://openalex.org/I90745801"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David W. Lamb","raw_affiliation_strings":["Food Agility Cooperative Research Centre Ltd., Pitt St Sydney, NSW 2001, Australia","Precision Agriculture Research Group, University of New England, Armidale, NSW 2351, Australia"],"affiliations":[{"raw_affiliation_string":"Food Agility Cooperative Research Centre Ltd., Pitt St Sydney, NSW 2001, Australia","institution_ids":[]},{"raw_affiliation_string":"Precision Agriculture Research Group, University of New England, Armidale, NSW 2351, Australia","institution_ids":["https://openalex.org/I90745801"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078041775"],"corresponding_institution_ids":["https://openalex.org/I90745801","https://openalex.org/I165143802"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707,"provenance":"doaj"},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707,"provenance":"doaj"},"fwci":7.745,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.999947,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"15","issue":"3","first_page":"679","last_page":"679"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9997,"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":0.9997,"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":0.9971,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9952,"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/plant-canopy","display_name":"Plant canopy","score":0.5068796},{"id":"https://openalex.org/keywords/temporal-resolution","display_name":"Temporal resolution","score":0.46020573}],"concepts":[{"id":"https://openalex.org/C51417038","wikidata":"https://www.wikidata.org/wiki/Q272737","display_name":"Phenology","level":2,"score":0.7764429},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7137304},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.66955745},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.63201934},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5954188},{"id":"https://openalex.org/C2993375840","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Plant canopy","level":3,"score":0.5068796},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.46020573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39002606},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3689673},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21981126},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.2166008},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.16682658},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13829455},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030679","pdf_url":"https://www.mdpi.com/2072-4292/15/3/679/pdf?version=1675677172","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},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10754/687303","pdf_url":"https://repository.kaust.edu.sa/bitstreams/f5f8c259-2f44-447d-80f5-43a524bb33c0/download","source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":["King Abdullah University of Science and Technology"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030679","pdf_url":"https://www.mdpi.com/2072-4292/15/3/679/pdf?version=1675677172","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},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":71,"referenced_works":["https://openalex.org/W1235628131","https://openalex.org/W1559528524","https://openalex.org/W1967216447","https://openalex.org/W1972899863","https://openalex.org/W1977821472","https://openalex.org/W1978459156","https://openalex.org/W1986072339","https://openalex.org/W1989206840","https://openalex.org/W1995280062","https://openalex.org/W2019555700","https://openalex.org/W2025782027","https://openalex.org/W2027249140","https://openalex.org/W2036003376","https://openalex.org/W2038174411","https://openalex.org/W2063623478","https://openalex.org/W2069267285","https://openalex.org/W2070286545","https://openalex.org/W2072093516","https://openalex.org/W2088304553","https://openalex.org/W2094677081","https://openalex.org/W2103959917","https://openalex.org/W2120225005","https://openalex.org/W2121672640","https://openalex.org/W2138751033","https://openalex.org/W2280673236","https://openalex.org/W2288889483","https://openalex.org/W2342299051","https://openalex.org/W2342503119","https://openalex.org/W2483287765","https://openalex.org/W2503537259","https://openalex.org/W2550642934","https://openalex.org/W2567873607","https://openalex.org/W2586871584","https://openalex.org/W2591729793","https://openalex.org/W2620972090","https://openalex.org/W2760221416","https://openalex.org/W2805142011","https://openalex.org/W2809918877","https://openalex.org/W2811447860","https://openalex.org/W2890513934","https://openalex.org/W2901969784","https://openalex.org/W2904027073","https://openalex.org/W2906116753","https://openalex.org/W2912130932","https://openalex.org/W2914709307","https://openalex.org/W2950381058","https://openalex.org/W2950395682","https://openalex.org/W2953535370","https://openalex.org/W2980522727","https://openalex.org/W3006844995","https://openalex.org/W3007054076","https://openalex.org/W3010594708","https://openalex.org/W3011127812","https://openalex.org/W3011943558","https://openalex.org/W3026073104","https://openalex.org/W3035285117","https://openalex.org/W3080760596","https://openalex.org/W3087613434","https://openalex.org/W3091879375","https://openalex.org/W3101252928","https://openalex.org/W3108300466","https://openalex.org/W3124777458","https://openalex.org/W3125107568","https://openalex.org/W3127942413","https://openalex.org/W3131745224","https://openalex.org/W3169604919","https://openalex.org/W3175371050","https://openalex.org/W3176306191","https://openalex.org/W4245537885","https://openalex.org/W4282590616","https://openalex.org/W93133568"],"related_works":["https://openalex.org/W3128069509","https://openalex.org/W3092469300","https://openalex.org/W2552551850","https://openalex.org/W2514766309","https://openalex.org/W2388656827","https://openalex.org/W2353323284","https://openalex.org/W2072802493","https://openalex.org/W1978981170","https://openalex.org/W1805203696","https://openalex.org/W109353684"],"abstract_inverted_index":{"The":[0,76,237],"determination":[1],"of":[2,7,25,44,55,71,78,91,163,171,191,204,208,216,245,252,268,308,320],"key":[3,246,317],"phenological":[4,29,49,169,247],"growth":[5,23,58,90,150,248],"stages":[6,319],"banana":[8,26,92,113,173,225,310,321],"plantations,":[9],"such":[10],"as":[11],"flower":[12,276,298],"emergence":[13],"and":[14,37,40,65,69,103,118,149,155,194,210,219,263,323],"plant":[15,35,127,181,220,254,261],"establishment,":[16],"is":[17,61,84,122],"difficult":[18],"due":[19],"to":[20,80,124,143,166,178,260,315],"the":[21,42,67,88,141,161,257,282,288],"asynchronous":[22,89],"habit":[24],"plants.":[27,93],"Identifying":[28],"events":[30],"assists":[31],"growers":[32,79],"in":[33,100,107,151],"determining":[34],"maturity,":[36],"harvest":[38],"timing":[39],"guides":[41],"application":[43],"time-specific":[45],"crop":[46,105,306],"inputs.":[47],"Currently,":[48],"monitoring":[50,101,307],"requires":[51,66],"repeated":[52],"manual":[53],"observations":[54],"individual":[56,126,172,309],"plants\u2019":[57],"stages,":[59],"which":[60],"highly":[62],"laborious,":[63],"time-inefficient,":[64],"handling":[68],"integration":[70],"large":[72],"field-based":[73],"data":[74,165,232],"sets.":[75],"ability":[77,162],"accurately":[81],"forecast":[82],"yield":[83,280,326],"also":[85],"compounded":[86],"by":[87],"Satellite":[94],"remote":[95],"sensing":[96,134],"has":[97],"proved":[98],"effective":[99],"spatial":[102,117],"temporal":[104,119,168,214,238],"phenology":[106],"many":[108],"broadacre":[109],"crops.":[110],"However,":[111],"for":[112,222],"crops,":[114],"very":[115],"high":[116],"resolution":[120],"imagery":[121,295],"required":[123],"enable":[125],"level":[128],"monitoring.":[129],"Unoccupied":[130],"aerial":[131],"vehicle":[132],"(UAV)-based":[133],"technologies":[135],"provide":[136],"a":[137,152],"cost-effective":[138],"solution,":[139],"with":[140,189],"potential":[142],"derive":[144],"information":[145],"on":[146],"health,":[147],"yield,":[148],"timely,":[153],"consistent,":[154],"quantifiable":[156],"manner.":[157],"Our":[158],"research":[159],"explores":[160],"UAV-derived":[164],"track":[167],"changes":[170],"plants":[174,226,311,322],"from":[175,229,294],"follower":[176],"establishment":[177,262],"harvest.":[179],"Individual":[180],"crowns":[182],"were":[183,227],"delineated":[184],"using":[185],"object-based":[186],"image":[187],"analysis,":[188],"calculations":[190],"canopy":[192,195,217],"height":[193,255],"area":[196],"producing":[197],"strong":[198],"correlations":[199,259],"against":[200,242],"corresponding":[201],"ground-based":[202,243],"measures":[203,251],"these":[205],"parameters":[206],"(R2":[207,291],"0.77":[209],"0.69":[211],"respectively).":[212],"A":[213],"profile":[215,239],"reflectance":[218],"morphology":[221],"15":[223],"selected":[224],"derived":[228],"UAV-captured":[230],"multispectral":[231],"over":[233],"21":[234],"UAV":[235],"campaigns.":[236],"was":[240],"validated":[241],"determinations":[244],"stages.":[249],"Derived":[250],"minimum":[253],"provided":[256,287],"strongest":[258,289],"harvest,":[264],"whilst":[265],"interpolated":[266],"maxima":[267],"normalised":[269],"difference":[270],"vegetation":[271],"index":[272],"(NDVI)":[273],"best":[274],"indicated":[275],"emergence.":[277,299],"For":[278],"pre-harvest":[279,325],"forecasting,":[281],"Enhanced":[283],"Vegetation":[284],"Index":[285],"2":[286],"relationship":[290],"=":[292],"0.77)":[293],"captured":[296],"near":[297],"These":[300],"findings":[301],"demonstrate":[302],"that":[303],"UAV-based":[304],"multitemporal":[305],"can":[312],"be":[313],"used":[314],"determine":[316],"growing":[318],"offer":[324],"forecasts.":[327]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4317821510","counts_by_year":[{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8}],"updated_date":"2025-01-05T10:23:46.714844","created_date":"2023-01-24"}