{"id":"https://openalex.org/W3129600781","doi":"https://doi.org/10.1109/igarss39084.2020.9323418","title":"A Satellite-Based Methodology for Harvest Date Detection and Yield Prediction in Sugarcane","display_name":"A Satellite-Based Methodology for Harvest Date Detection and Yield Prediction in Sugarcane","publication_year":2020,"publication_date":"2020-09-26","ids":{"openalex":"https://openalex.org/W3129600781","doi":"https://doi.org/10.1109/igarss39084.2020.9323418","mag":"3129600781"},"language":"en","primary_location":{"id":"doi:10.1109/igarss39084.2020.9323418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss39084.2020.9323418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-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/A5030053025","display_name":"Yuri Shendryk","orcid":"https://orcid.org/0000-0003-1657-1361"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yuri Shendryk","raw_affiliation_strings":["Agriculture and Food, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Agriculture and Food, CSIRO, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210138055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033555886","display_name":"Lecheng Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lecheng Pan","raw_affiliation_strings":["Agriculture and Food, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Agriculture and Food, CSIRO, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210138055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113479893","display_name":"Matthew Craigie","orcid":null},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Matthew Craigie","raw_affiliation_strings":["Agriculture and Food, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Agriculture and Food, CSIRO, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210138055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081574802","display_name":"Mattia Stasolla","orcid":null},"institutions":[{"id":"https://openalex.org/I150517870","display_name":"Royal Military Academy","ror":"https://ror.org/02vmnye06","country_code":"BE","type":"education","lineage":["https://openalex.org/I150517870"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Mattia Stasolla","raw_affiliation_strings":["Signal and Image Centre, Royal Military Academy, Belgium"],"affiliations":[{"raw_affiliation_string":"Signal and Image Centre, Royal Military Academy, Belgium","institution_ids":["https://openalex.org/I150517870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005042455","display_name":"Catherine Ticehurst","orcid":"https://orcid.org/0000-0001-8567-1388"},"institutions":[{"id":"https://openalex.org/I4210161554","display_name":"CSIRO Land and Water","ror":"https://ror.org/057xz1h85","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210161554","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Catherine Ticehurst","raw_affiliation_strings":["Land and Water, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Land and Water, CSIRO, Australia","institution_ids":["https://openalex.org/I4210161554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085092030","display_name":"Peter J. Thorburn","orcid":"https://orcid.org/0000-0002-6506-0456"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peter Thorburn","raw_affiliation_strings":["Agriculture and Food, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Agriculture and Food, CSIRO, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210138055"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030053025"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210138055"],"apc_list":null,"apc_paid":null,"fwci":1.1494,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83483779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"5167","last_page":"5170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12431","display_name":"Sugarcane Cultivation and Processing","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T12431","display_name":"Sugarcane Cultivation and Processing","score":0.9976000189781189,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9828000068664551,"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/T11404","display_name":"Irrigation Practices and Water Management","score":0.9496999979019165,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil 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/yield","display_name":"Yield (engineering)","score":0.7259804010391235},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6308972239494324},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.55755215883255},{"id":"https://openalex.org/keywords/elevation","display_name":"Elevation (ballistics)","score":0.4872936010360718},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4830792248249054},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.430146187543869},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.33439987897872925},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.24092352390289307},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2140306830406189},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1449752151966095},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11752188205718994}],"concepts":[{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.7259804010391235},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6308972239494324},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.55755215883255},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.4872936010360718},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4830792248249054},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.430146187543869},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.33439987897872925},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24092352390289307},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2140306830406189},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1449752151966095},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11752188205718994},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss39084.2020.9323418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss39084.2020.9323418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1986082726","https://openalex.org/W2037796879","https://openalex.org/W2098560930","https://openalex.org/W2295598076","https://openalex.org/W2409820150","https://openalex.org/W2964498266","https://openalex.org/W2984477129","https://openalex.org/W3011400958","https://openalex.org/W3102476541","https://openalex.org/W6775047284"],"related_works":["https://openalex.org/W2274139355","https://openalex.org/W2381265245","https://openalex.org/W3148155918","https://openalex.org/W2387688233","https://openalex.org/W2462682329","https://openalex.org/W2106873183","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403"],"abstract_inverted_index":{"An":[0],"accurate":[1],"model":[2],"of":[3,10,15,32,40,84,114],"yield":[4,59,96],"prediction":[5],"will":[6],"benefit":[7],"many":[8],"aspects":[9],"managing":[11],"growth":[12],"and":[13,22,53,86,90,102],"harvest":[14,30,76],"sugarcane":[16,33,58,95],"crops.":[17],"In":[18],"this":[19],"study":[20],"Sentinel-1":[21,89,101],"Sentinel-2":[23,91,103],"time-series":[24],"were":[25],"used":[26,47],"to":[27,56],"automatically":[28],"detect":[29],"dates":[31,77],"fields":[34],"in":[35,48,106],"the":[36,122],"Far":[37],"North":[38],"Queensland":[39],"Australia.":[41],"Harvest":[42],"date":[43],"information":[44],"was":[45],"further":[46],"combination":[49],"with":[50,81,108,112],"weather,":[51],"soil":[52],"elevation":[54],"data":[55],"predict":[57],"at":[60],"different":[61],"time":[62],"steps":[63],"over":[64],"three":[65],"consecutive":[66],"growing":[67],"seasons":[68],"using":[69,88,100],"machine":[70],"learning.":[71],"Our":[72],"results":[73],"suggest":[74],"that":[75],"could":[78,97],"be":[79,98],"identified":[80],"detection":[82],"rates":[83],"87%":[85],"91%":[87],"imagery,":[92],"respectively.":[93],"Similarly,":[94],"predicted":[99],"satellite":[104],"imagery":[105],"conjunction":[107],"other":[109],"geographical":[110],"attributes":[111],"accuracy":[113],"65%":[115],"as":[116,118],"early":[117],"180":[119],"days":[120],"after":[121],"previous":[123],"harvest.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
