{"id":"https://openalex.org/W3089528485","doi":"https://doi.org/10.3390/rs12193222","title":"Spatial and Temporal Pasture Biomass Estimation Integrating Electronic Plate Meter, Planet CubeSats and Sentinel-2 Satellite Data","display_name":"Spatial and Temporal Pasture Biomass Estimation Integrating Electronic Plate Meter, Planet CubeSats and Sentinel-2 Satellite Data","publication_year":2020,"publication_date":"2020-10-03","ids":{"openalex":"https://openalex.org/W3089528485","doi":"https://doi.org/10.3390/rs12193222","mag":"3089528485"},"language":"en","primary_location":{"id":"doi:10.3390/rs12193222","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12193222","pdf_url":"https://www.mdpi.com/2072-4292/12/19/3222/pdf?version=1602209171","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/2072-4292/12/19/3222/pdf?version=1602209171","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046322480","display_name":"J.I. Gargiulo","orcid":"https://orcid.org/0000-0002-2418-0398"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Juan Gargiulo","raw_affiliation_strings":["Dairy Science Group, Livestock Production and Welfare Group, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, Camden, NSW 2567, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2418-0398","affiliations":[{"raw_affiliation_string":"Dairy Science Group, Livestock Production and Welfare Group, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, Camden, NSW 2567, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068834596","display_name":"Cameron Clark","orcid":"https://orcid.org/0000-0002-7644-2046"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cameron Clark","raw_affiliation_strings":["Dairy Science Group, Livestock Production and Welfare Group, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, Camden, NSW 2567, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7644-2046","affiliations":[{"raw_affiliation_string":"Dairy Science Group, Livestock Production and Welfare Group, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, Camden, NSW 2567, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065118750","display_name":"N.A. Lyons","orcid":"https://orcid.org/0000-0002-7137-4937"},"institutions":[{"id":"https://openalex.org/I2801559191","display_name":"New South Wales Department of Primary Industries","ror":"https://ror.org/050khh066","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801351115","https://openalex.org/I2801559191"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nicolas Lyons","raw_affiliation_strings":["NSW Department of Primary Industries, Menangle, NSW 2568, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSW Department of Primary Industries, Menangle, NSW 2568, Australia","institution_ids":["https://openalex.org/I2801559191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033062828","display_name":"Gaspard de Veyrac","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156868","display_name":"UniLaSalle","ror":"https://ror.org/05wy89733","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210156868"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gaspard de Veyrac","raw_affiliation_strings":["Agronomy and Agro-Industry, UniLaSalle, 60000 Beauvais, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agronomy and Agro-Industry, UniLaSalle, 60000 Beauvais, France","institution_ids":["https://openalex.org/I4210156868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061232535","display_name":"Peter Beale","orcid":null},"institutions":[{"id":"https://openalex.org/I2801185773","display_name":"Hunter Water","ror":"https://ror.org/02n5xmn14","country_code":"AU","type":"other","lineage":["https://openalex.org/I2801185773"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peter Beale","raw_affiliation_strings":["Local Land Services, Hunter, Taree, NSW 2430, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Local Land Services, Hunter, Taree, NSW 2430, Australia","institution_ids":["https://openalex.org/I2801185773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027908765","display_name":"S.C. Garc\u00eda","orcid":"https://orcid.org/0000-0002-2742-0262"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sergio Garcia","raw_affiliation_strings":["Dairy Science Group, Livestock Production and Welfare Group, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, Camden, NSW 2567, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2742-0262","affiliations":[{"raw_affiliation_string":"Dairy Science Group, Livestock Production and Welfare Group, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, Camden, NSW 2567, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046322480"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.9085,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.93785847,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"12","issue":"19","first_page":"3222","last_page":"3222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9986000061035156,"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":0.9986000061035156,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9919000267982483,"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"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9861000180244446,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pasture","display_name":"Pasture","score":0.807642936706543},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7233550548553467},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6024684309959412},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5935943126678467},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.5700658559799194},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.48240506649017334},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.32563257217407227},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.20324957370758057},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.17735862731933594},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13911950588226318},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06955626606941223}],"concepts":[{"id":"https://openalex.org/C2778053677","wikidata":"https://www.wikidata.org/wiki/Q30121","display_name":"Pasture","level":2,"score":0.807642936706543},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7233550548553467},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6024684309959412},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5935943126678467},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.5700658559799194},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.48240506649017334},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.32563257217407227},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.20324957370758057},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.17735862731933594},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13911950588226318},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06955626606941223},{"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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12193222","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12193222","pdf_url":"https://www.mdpi.com/2072-4292/12/19/3222/pdf?version=1602209171","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:pure.atira.dk:publications/ded0f58c-9395-474e-97dd-4a34870ab864","is_oa":true,"landing_page_url":"https://researchoutput.csu.edu.au/en/publications/ded0f58c-9395-474e-97dd-4a34870ab864","pdf_url":null,"source":{"id":"https://openalex.org/S7407055442","display_name":"Charles Sturt University Research Output (CRO)","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":"Gargiulo, J, Clark, C, Lyons, N, de Veyrac, G, Beale, P & Garcia, S 2020, 'Spatial and Temporal Pasture Biomass Estimation Integrating Electronic Plate Meter, Planet CubeSats and Sentinel-2 Satellite Data', Remote Sensing, vol. 12, no. 19, 3222, pp. 1-16. https://doi.org/10.3390/rs12193222","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:a529d7c45585477290adb736bf1aefbf","is_oa":true,"landing_page_url":"https://doaj.org/article/a529d7c45585477290adb736bf1aefbf","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":"Remote Sensing, Vol 12, Iss 19, p 3222 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/19/3222/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12193222","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 12; Issue 19; Pages: 3222","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12193222","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12193222","pdf_url":"https://www.mdpi.com/2072-4292/12/19/3222/pdf?version=1602209171","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":[{"display_name":"Responsible consumption and production","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320966","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3089528485.pdf","grobid_xml":"https://content.openalex.org/works/W3089528485.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1981036793","https://openalex.org/W1987755682","https://openalex.org/W1999694824","https://openalex.org/W2017227950","https://openalex.org/W2024081693","https://openalex.org/W2031608340","https://openalex.org/W2063623478","https://openalex.org/W2077312269","https://openalex.org/W2092785500","https://openalex.org/W2097613686","https://openalex.org/W2103923094","https://openalex.org/W2145982493","https://openalex.org/W2167048191","https://openalex.org/W2249248017","https://openalex.org/W2252301886","https://openalex.org/W2255632431","https://openalex.org/W2596829595","https://openalex.org/W2769687107","https://openalex.org/W2789752908","https://openalex.org/W2791955170","https://openalex.org/W2893700198","https://openalex.org/W2895112044","https://openalex.org/W2921186291","https://openalex.org/W2969695601","https://openalex.org/W2985262297","https://openalex.org/W3014451939","https://openalex.org/W3037368822","https://openalex.org/W3037891262","https://openalex.org/W3039274086","https://openalex.org/W3039969236","https://openalex.org/W3040248874","https://openalex.org/W3042113516","https://openalex.org/W3210794378","https://openalex.org/W6691821365","https://openalex.org/W6746642064","https://openalex.org/W6758648153","https://openalex.org/W6780000974","https://openalex.org/W6780303893","https://openalex.org/W6780640048"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2355396850","https://openalex.org/W2060778816","https://openalex.org/W2386849059","https://openalex.org/W3039702720","https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W2172038341","https://openalex.org/W4324030030","https://openalex.org/W4385533602"],"abstract_inverted_index":{"There":[0],"is":[1,226,288],"a":[2,141,171,238],"substantial":[3],"opportunity":[4],"to":[5,30,53,61,93,193,221,264,271,290],"lift":[6],"feed":[7],"utilization":[8],"and":[9,21,44,69,111,123,130,187,296],"profitability":[10],"on":[11,47,159],"pasture-based":[12],"dairy":[13],"systems":[14],"through":[15],"both":[16,294],"increased":[17],"pasture":[18,55,85,147,175,185,273,282],"monitoring":[19],"accuracy":[20,49,212,242],"frequency.":[22],"The":[23,57,87,161],"first":[24],"objective":[25,59],"of":[26,34,37,50,103,155,213,281],"this":[27,292],"experiment":[28,88],"was":[29,60,89],"determine":[31,54],"the":[32,35,48,51,76,146,156,179,204,211,244,258,262,268],"impact":[33],"number":[36],"electronic":[38,77,115,180,259],"rising":[39],"plate":[40],"meter":[41],"(RPM)":[42],"readings":[43,139],"walking":[45,157],"pattern":[46,158],"RPM":[52,78,116,138,181,194,239],"biomass.":[56],"second":[58],"evaluate":[62],"current":[63],"satellite":[64,253],"technology":[65],"(i.e.,":[66,216],"small":[67],"CubeSats":[68,129],"traditional":[70],"large":[71],"satellites)":[72],"in":[73,145,195,203,243],"combination":[74],"with":[75,108,113,118,124,152,174,237,257],"as":[79],"an":[80,114],"accurate":[81],"tool":[82],"for":[83],"systematic":[84],"monitoring.":[86],"conducted":[90],"from":[91,168],"October":[92],"December":[94],"2019":[95],"at":[96],"Camden,":[97],"Australia.":[98],"Two":[99],"experimental":[100],"paddocks,":[101],"each":[102],"1.1":[104],"ha,":[105],"were":[106,191],"sown":[107],"annual":[109],"ryegrass":[110],"monitored":[112],"integrated":[117],"Global":[119],"Navigation":[120],"Satellite":[121,184],"System":[122],"two":[125],"different":[126],"satellites":[127,169,215,235],"(Planet":[128],"Sentinel-2":[131],"satellite).":[132],"Here":[133],"we":[134],"show":[135],"that":[136,210],"70":[137],"achieve":[140],"\u00b1":[142],"5%":[143],"error":[144],"biomass":[148,176,186,217,274,283],"estimations":[149,190,245],"(kg":[150],"DM/ha),":[151],"no":[153],"effect":[154],"accuracy.":[160],"normalized":[162],"difference":[163],"vegetation":[164],"index":[165],"(NDVI)":[166],"derived":[167],"showed":[170,240],"good":[172],"correlation":[173],"estimated":[177,218],"using":[178,219],"(R2":[182,228,246],"0.74\u20130.94).":[183],"growth":[188],"rate":[189],"similar":[192],"one":[196],"regrowth":[197],"period":[198],"but":[199,276],"underestimated":[200],"by":[201],"\u224820%":[202],"other.":[205],"Our":[206],"results":[207],"also":[208],"reveal":[209],"uncalibrated":[214],"NDVI":[220],"kg":[222,232,250],"DM/ha":[223],"standard":[224],"equations)":[225],"low":[227],"0.61,":[229],"RMSE":[230,248],"566\u20131307":[231],"DM/ha).":[233,251],"However,":[234],"calibrated":[236],"greater":[241],"0.72,":[247],"255":[249],"Current":[252],"technology,":[254],"when":[255],"used":[256],"RPM,":[260],"has":[261],"potential":[263],"not":[265],"only":[266],"reduce":[267],"time":[269],"required":[270,289],"monitor":[272],"manually":[275],"provide":[277],"finer":[278],"scale":[279],"measurements":[280],"within":[284],"paddocks.":[285],"Further":[286],"work":[287],"test":[291],"hypothesis,":[293],"spatially":[295],"temporally.":[297]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2020-10-08T00:00:00"}
