{"id":"https://openalex.org/W2900840130","doi":"https://doi.org/10.3390/rs10121866","title":"Exploring the Potential of High Resolution WorldView-3 Imagery for Estimating Yield of Mango","display_name":"Exploring the Potential of High Resolution WorldView-3 Imagery for Estimating Yield of Mango","publication_year":2018,"publication_date":"2018-11-22","ids":{"openalex":"https://openalex.org/W2900840130","doi":"https://doi.org/10.3390/rs10121866","mag":"2900840130"},"language":"en","primary_location":{"id":"doi:10.3390/rs10121866","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10121866","pdf_url":"https://www.mdpi.com/2072-4292/10/12/1866/pdf?version=1544501721","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/2072-4292/10/12/1866/pdf?version=1544501721","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055821411","display_name":"Muhammad Moshiur Rahman","orcid":"https://orcid.org/0000-0001-6430-0588"},"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":true,"raw_author_name":"Muhammad Moshiur Rahman","raw_affiliation_strings":["Agricultural Remote Sensing Team, Precision Agriculture Research Group, University of New England, Armidale, NSW 2350, Australia"],"affiliations":[{"raw_affiliation_string":"Agricultural Remote Sensing Team, Precision Agriculture Research Group, University of New England, Armidale, NSW 2350, Australia","institution_ids":["https://openalex.org/I90745801"]}]},{"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":["Agricultural Remote Sensing Team, Precision Agriculture Research Group, University of New England, Armidale, NSW 2350, Australia"],"affiliations":[{"raw_affiliation_string":"Agricultural Remote Sensing Team, Precision Agriculture Research Group, University of New England, Armidale, NSW 2350, Australia","institution_ids":["https://openalex.org/I90745801"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005391684","display_name":"Mila Bristow","orcid":"https://orcid.org/0000-0003-4201-0322"},"institutions":[{"id":"https://openalex.org/I4210099692","display_name":"Government of the Northern Territory","ror":"https://ror.org/01537wn74","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210099692"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mila Bristow","raw_affiliation_strings":["Department of Primary Industry and Resources, Northern Territory Government; NT 0801, Australia","NT 0801, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Primary Industry and Resources, Northern Territory Government; NT 0801, Australia","institution_ids":["https://openalex.org/I4210099692"]},{"raw_affiliation_string":"NT 0801, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055821411"],"corresponding_institution_ids":["https://openalex.org/I90745801"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.4562,"has_fulltext":true,"cited_by_count":78,"citation_normalized_percentile":{"value":0.9681753,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"10","issue":"12","first_page":"1866","last_page":"1866"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9990000128746033,"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":0.9990000128746033,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T11796","display_name":"Horticultural and Viticultural Research","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}}],"keywords":[{"id":"https://openalex.org/keywords/orchard","display_name":"Orchard","score":0.7498328685760498},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.6295424103736877},{"id":"https://openalex.org/keywords/crown","display_name":"Crown (dentistry)","score":0.5911761522293091},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5179454684257507},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.49689868092536926},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.4967952072620392},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.44682541489601135},{"id":"https://openalex.org/keywords/growing-season","display_name":"Growing season","score":0.41196125745773315},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39367228746414185},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36030107736587524},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.34410393238067627},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.3107137978076935},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.25980037450790405},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19899925589561462},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19111043214797974}],"concepts":[{"id":"https://openalex.org/C2780753983","wikidata":"https://www.wikidata.org/wiki/Q236371","display_name":"Orchard","level":2,"score":0.7498328685760498},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.6295424103736877},{"id":"https://openalex.org/C2778400979","wikidata":"https://www.wikidata.org/wiki/Q143720","display_name":"Crown (dentistry)","level":2,"score":0.5911761522293091},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5179454684257507},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.49689868092536926},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.4967952072620392},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.44682541489601135},{"id":"https://openalex.org/C137660486","wikidata":"https://www.wikidata.org/wiki/Q732240","display_name":"Growing season","level":2,"score":0.41196125745773315},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39367228746414185},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36030107736587524},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.34410393238067627},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.3107137978076935},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.25980037450790405},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19899925589561462},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19111043214797974},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs10121866","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10121866","pdf_url":"https://www.mdpi.com/2072-4292/10/12/1866/pdf?version=1544501721","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:rune.une.edu.au:1959.11/26515","is_oa":true,"landing_page_url":"https://hdl.handle.net/1959.11/26515","pdf_url":"https://rune.une.edu.au/web/retrieve/914c9edf-ee19-4304-b886-ed5db9ee15a5","source":{"id":"https://openalex.org/S7407055448","display_name":"RUNE (Research UNE)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dx.doi.org/10.3390/rs10121866","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:4aeb99b6730e417a83ffce3745464074","is_oa":true,"landing_page_url":"https://doaj.org/article/4aeb99b6730e417a83ffce3745464074","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 12, p 1866 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/12/1866/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10121866","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 12; Pages: 1866","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs10121866","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10121866","pdf_url":"https://www.mdpi.com/2072-4292/10/12/1866/pdf?version=1544501721","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":0.4300000071525574,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2622070459","display_name":null,"funder_award_id":"ST15002","funder_id":"https://openalex.org/F4320325688","funder_display_name":"Department of Agriculture and Water, Australian Government"}],"funders":[{"id":"https://openalex.org/F4320325688","display_name":"Department of Agriculture and Water, Australian Government","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2900840130.pdf","grobid_xml":"https://content.openalex.org/works/W2900840130.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W94052953","https://openalex.org/W1498436455","https://openalex.org/W1892082890","https://openalex.org/W1980180011","https://openalex.org/W1980623462","https://openalex.org/W1980753035","https://openalex.org/W1989700757","https://openalex.org/W1998698620","https://openalex.org/W2000532370","https://openalex.org/W2018563411","https://openalex.org/W2023995849","https://openalex.org/W2037539768","https://openalex.org/W2038403901","https://openalex.org/W2049205358","https://openalex.org/W2055911799","https://openalex.org/W2055970510","https://openalex.org/W2062297641","https://openalex.org/W2072981903","https://openalex.org/W2079454091","https://openalex.org/W2087877962","https://openalex.org/W2091119928","https://openalex.org/W2095336821","https://openalex.org/W2097737649","https://openalex.org/W2118342735","https://openalex.org/W2127431974","https://openalex.org/W2129186929","https://openalex.org/W2134974756","https://openalex.org/W2157471999","https://openalex.org/W2162452804","https://openalex.org/W2181523809","https://openalex.org/W2196989058","https://openalex.org/W2212557292","https://openalex.org/W2317388161","https://openalex.org/W2345639992","https://openalex.org/W2396098103","https://openalex.org/W2409820150","https://openalex.org/W2499691472","https://openalex.org/W2501369945","https://openalex.org/W2541630240","https://openalex.org/W2543665758","https://openalex.org/W2554459900","https://openalex.org/W2555576940","https://openalex.org/W2561516536","https://openalex.org/W2589606139","https://openalex.org/W2600798029","https://openalex.org/W2604870469","https://openalex.org/W2619324188","https://openalex.org/W2620972090","https://openalex.org/W2625680238","https://openalex.org/W2738095829","https://openalex.org/W2768210762","https://openalex.org/W2784201940","https://openalex.org/W2804003505","https://openalex.org/W3151176870","https://openalex.org/W4205587597","https://openalex.org/W6687540770","https://openalex.org/W6729796119"],"related_works":["https://openalex.org/W2016150941","https://openalex.org/W2360471910","https://openalex.org/W2996115036","https://openalex.org/W3096013024","https://openalex.org/W1964538194","https://openalex.org/W2415170322","https://openalex.org/W2046550984","https://openalex.org/W2161881124","https://openalex.org/W2969072466","https://openalex.org/W2391543016"],"abstract_inverted_index":{"Pre-harvest":[0],"yield":[1,34,71,136,172,222,238,291,302,337,353],"estimation":[2,315],"of":[3,11,22,31,62,72,169,196,278,324,330,357],"mango":[4,73,345],"fruit":[5,26,106,139,171,175,221,225,301,305],"is":[6],"important":[7,167],"for":[8,33,135,219,309],"the":[9,17,25,42,47,53,60,104,165,231,247,261,276,285,289,299,325,328,336,340,344],"optimization":[10],"inputs":[12],"and":[13,81,99,131,138,150,174,217,224,281,296,304],"other":[14],"resources":[15],"on":[16,27,239],"farm.":[18],"Current":[19],"industry":[20,346],"practice":[21,342],"visual":[23],"counting":[24],"a":[28,211,240,251,355],"small":[29],"number":[30,140,226,306],"trees":[32,48,127,184,199],"forecasting":[35],"can":[36,233],"be":[37,234,269],"highly":[38],"inaccurate":[39],"due":[40,274],"to":[41,69,124,236,275,316,333,350],"spatial":[43],"variability,":[44],"especially":[45],"if":[46],"selected":[49],"do":[50],"not":[51,268],"represent":[52],"entire":[54],"crop.":[55],"Therefore,":[56],"this":[57],"study":[58],"evaluated":[59],"potential":[61,329],"high":[63,252],"resolution":[64],"WorldView-3":[65],"(WV3)":[66],"satellite":[67],"imagery":[68,332],"estimate":[70],"by":[74,178],"integrating":[75],"both":[76,170,255],"geometric":[77],"(tree":[78],"crown":[79,152],"area)":[80],"optical":[82],"(spectral":[83],"vegetation":[84],"indices)":[85],"data":[86,149],"using":[87,207],"artificial":[88],"neural":[89],"network":[90],"(ANN)":[91],"model.":[92],"WV3":[93,158,331],"images":[94],"were":[95,192,258,307],"acquired":[96],"in":[97,111,188,203,264,271],"2016\u20132017":[98],"2017\u20132018":[100],"growing":[101,190,205,256],"seasons":[102,191,206,257],"at":[103],"early":[105],"stage":[107],"from":[108,128,157,185,200,288],"three":[109,186,201],"orchards":[110,187,202],"Acacia":[112],"Hills":[113],"region,":[114],"Northern":[115],"Territory,":[116],"Australia.":[117],"Stratified":[118],"sampling":[119],"technique":[120],"(SST)":[121],"was":[122,155,162],"applied":[123,270],"select":[125],"18":[126],"each":[129,144,310],"orchard":[130,244],"subsequently":[132],"ground":[133],"truthed":[134],"(kg\u00b7tree\u22121)":[137,173,223],"per":[141],"tree.":[142],"For":[143],"sampled":[145,198],"tree,":[146],"spectral":[147],"reflectance":[148],"tree":[151],"area":[153],"(TCA)":[154],"extracted":[156],"imagery.":[159],"The":[160,194,322],"TCA":[161,297],"identified":[163],"as":[164,347,349,354],"most":[166],"predictor":[168],"number,":[176],"followed":[177],"NDVI":[179],"red-edge":[180],"band":[181],"when":[182,254],"all":[183,197],"two":[189,204],"combined.":[193,259],"results":[195],"ANN":[208,248],"model":[209,232,249,262],"produced":[210,250,312],"strong":[212],"correlation":[213,253],"(R2":[214],"=":[215],"0.70":[216],"0.68":[218],"total":[220,300],"respectively),":[227],"which":[228],"suggest":[229],"that":[230],"obtained":[235],"predict":[237,335],"regional":[241],"level.":[242],"On":[243],"level":[245],"also":[246],"However,":[260],"developed":[263],"one":[265],"season":[266,273],"could":[267],"another":[272],"influence":[277],"seasonal":[279],"variation":[280],"canopy":[282],"condition.":[283],"Using":[284],"relationship":[286],"derived":[287],"measured":[290],"parameters":[292,338],"against":[293],"combined":[294],"VIs":[295],"data,":[298],"(t\u00b7ha\u22121)":[303],"estimated":[308],"orchard,":[311],"7%":[313],"under":[314],"less":[317],"than":[318,339],"1%":[319],"over":[320],"estimation.":[321],"accuracy":[323],"findings":[326],"showed":[327],"better":[334],"current":[341],"across":[343],"well":[348],"quantify":[351],"lost":[352],"result":[356],"delayed":[358],"harvest.":[359]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2018-11-29T00:00:00"}