{"id":"https://openalex.org/W2112056217","doi":"https://doi.org/10.3390/rs5020539","title":"Remote Sensing Based Yield Estimation in a Stochastic Framework \u2014 Case Study of Durum Wheat in Tunisia","display_name":"Remote Sensing Based Yield Estimation in a Stochastic Framework \u2014 Case Study of Durum Wheat in Tunisia","publication_year":2013,"publication_date":"2013-01-28","ids":{"openalex":"https://openalex.org/W2112056217","doi":"https://doi.org/10.3390/rs5020539","mag":"2112056217"},"language":"en","primary_location":{"id":"doi:10.3390/rs5020539","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5020539","pdf_url":"https://www.mdpi.com/2072-4292/5/2/539/pdf?version=1403131571","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/2072-4292/5/2/539/pdf?version=1403131571","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020570515","display_name":"Michele Meroni","orcid":"https://orcid.org/0000-0002-2976-603X"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Michele Meroni","raw_affiliation_strings":["Institute for Environment and Sustainability, Joint Research Centre, European Commission, V. Fermi 2749, I-21027 Ispra (VA), Italy"],"affiliations":[{"raw_affiliation_string":"Institute for Environment and Sustainability, Joint Research Centre, European Commission, V. Fermi 2749, I-21027 Ispra (VA), Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111410871","display_name":"Eduardo Marinho","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Eduardo Marinho","raw_affiliation_strings":["Institute for Environment and Sustainability, Joint Research Centre, European Commission, V. Fermi 2749, I-21027 Ispra (VA), Italy"],"affiliations":[{"raw_affiliation_string":"Institute for Environment and Sustainability, Joint Research Centre, European Commission, V. Fermi 2749, I-21027 Ispra (VA), Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057807303","display_name":"N. Sghaier","orcid":"https://orcid.org/0000-0002-0244-660X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nabil Sghaier","raw_affiliation_strings":["National Centre for Cartography and Remote Sensing (CNCT), BP. 200, Tunis Cedex, Tunisia"],"affiliations":[{"raw_affiliation_string":"National Centre for Cartography and Remote Sensing (CNCT), BP. 200, Tunis Cedex, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028514873","display_name":"Michel Verstrate","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michel Verstrate","raw_affiliation_strings":["Institute for Environment and Sustainability, Joint Research Centre, European Commission, V. Fermi 2749, I-21027 Ispra (VA), Italy"],"affiliations":[{"raw_affiliation_string":"Institute for Environment and Sustainability, Joint Research Centre, European Commission, V. Fermi 2749, I-21027 Ispra (VA), Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108659928","display_name":"Olivier L\u00e9o","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Olivier Leo","raw_affiliation_strings":["Institute for Environment and Sustainability, Joint Research Centre, European Commission, V. Fermi 2749, I-21027 Ispra (VA), Italy"],"affiliations":[{"raw_affiliation_string":"Institute for Environment and Sustainability, Joint Research Centre, European Commission, V. Fermi 2749, I-21027 Ispra (VA), Italy","institution_ids":["https://openalex.org/I4210118689"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5020570515","https://openalex.org/A5111410871"],"corresponding_institution_ids":["https://openalex.org/I4210118689"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.7391,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.96793477,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"5","issue":"2","first_page":"539","last_page":"557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9976000189781189,"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":0.9857000112533569,"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/yield","display_name":"Yield (engineering)","score":0.6599992513656616},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5885198712348938},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.573743462562561},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5675239562988281},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.525757372379303},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.46285122632980347},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4162135124206543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4029373824596405},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31479907035827637},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19525310397148132},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12858834862709045},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0968698263168335}],"concepts":[{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.6599992513656616},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5885198712348938},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.573743462562561},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5675239562988281},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.525757372379303},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.46285122632980347},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4162135124206543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4029373824596405},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31479907035827637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19525310397148132},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12858834862709045},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0968698263168335},{"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs5020539","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5020539","pdf_url":"https://www.mdpi.com/2072-4292/5/2/539/pdf?version=1403131571","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:124e3cfa175f49a6a8798dbf53ba06ce","is_oa":true,"landing_page_url":"https://doaj.org/article/124e3cfa175f49a6a8798dbf53ba06ce","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 5, Iss 2, Pp 539-557 (2013)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/5/2/539/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs5020539","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 5; Issue 2; Pages: 539-557","raw_type":"Text"},{"id":"pmh:oai:publications.jrc.ec.europa.eu:JRC76475","is_oa":false,"landing_page_url":"http://www.mdpi.com/2072-4292/5/2/539","pdf_url":null,"source":{"id":"https://openalex.org/S4306401126","display_name":"Joint Research Centre (European Commission)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800387288","host_organization_name":"European Commission","host_organization_lineage":["https://openalex.org/I2800387288"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articles in Journals"}],"best_oa_location":{"id":"doi:10.3390/rs5020539","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5020539","pdf_url":"https://www.mdpi.com/2072-4292/5/2/539/pdf?version=1403131571","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":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2112056217.pdf","grobid_xml":"https://content.openalex.org/works/W2112056217.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W61452412","https://openalex.org/W1495656322","https://openalex.org/W1506803485","https://openalex.org/W1968496754","https://openalex.org/W1980703241","https://openalex.org/W1990815869","https://openalex.org/W1993512371","https://openalex.org/W2015037454","https://openalex.org/W2025629055","https://openalex.org/W2029354494","https://openalex.org/W2032481287","https://openalex.org/W2051326609","https://openalex.org/W2055845720","https://openalex.org/W2068950740","https://openalex.org/W2069981052","https://openalex.org/W2077951795","https://openalex.org/W2097137621","https://openalex.org/W2101054271","https://openalex.org/W2112352537","https://openalex.org/W2113914705","https://openalex.org/W2129449540","https://openalex.org/W2132077228","https://openalex.org/W2145211049","https://openalex.org/W2153243519","https://openalex.org/W2154700052","https://openalex.org/W2167556755","https://openalex.org/W2167594433","https://openalex.org/W2171940937","https://openalex.org/W2179031038","https://openalex.org/W2482630804","https://openalex.org/W3043644638","https://openalex.org/W6645437200"],"related_works":["https://openalex.org/W2386800167","https://openalex.org/W2576994247","https://openalex.org/W2384315363","https://openalex.org/W2608353378","https://openalex.org/W4249206767","https://openalex.org/W1990212788","https://openalex.org/W2563559453","https://openalex.org/W2382330008","https://openalex.org/W2377343822","https://openalex.org/W4313466491"],"abstract_inverted_index":{"Multitemporal":[0],"optical":[1],"remote":[2,49,85,163],"sensing":[3,50,86,164],"constitutes":[4],"a":[5,43],"useful,":[6],"cost":[7],"efficient":[8],"method":[9],"for":[10,64,135,172],"crop":[11,30],"status":[12],"monitoring":[13,21],"over":[14],"large":[15],"areas.":[16],"Modelers":[17],"interested":[18],"in":[19,42,80,95,108,122,143,166],"yield":[20,53,81,140],"can":[22],"rely":[23,103],"on":[24,89,104],"past":[25],"and":[26,36,112,117],"recent":[27],"observations":[28],"of":[29,83,92,115,119,138,154,176],"reflectance":[31],"to":[32,52,57,70,152],"estimate":[33],"aboveground":[34],"biomass":[35],"infer":[37],"the":[38,78,110,136,146,159,177],"likely":[39],"yield.":[40],"Therefore,":[41],"framework":[44],"constrained":[45],"by":[46],"information":[47],"availability,":[48],"data":[51,120],"conversion":[54],"parameters":[55],"are":[56,62,125,133,156],"be":[58],"estimated.":[59],"Statistical":[60],"models":[61],"suitable":[63],"this":[65],"purpose,":[66],"given":[67],"their":[68],"ability":[69],"deal":[71],"with":[72,97,168],"statistical":[73,98,169],"errors.":[74],"This":[75],"paper":[76],"explores":[77],"performance":[79],"estimation":[82,142],"various":[84],"indicators":[87],"based":[88],"varying":[90],"degrees":[91],"bio-physical":[93],"insight,":[94],"interaction":[96],"methods":[99],"(linear":[100],"regressions)":[101],"that":[102],"different":[105],"hypotheses.":[106],"Performances":[107],"estimating":[109],"temporal":[111],"spatial":[113,174],"variability":[114],"yield,":[116],"implications":[118],"scarcity":[121],"both":[123],"dimensions":[124],"investigated.":[126],"Jackknifed":[127],"results":[128],"(leave":[129],"one":[130],"year":[131],"out)":[132],"presented":[134],"case":[137],"wheat":[139],"regional":[141],"Tunisia":[144],"using":[145,158],"SPOT-VEGETATION":[147],"instrument.":[148],"Best":[149],"performances,":[150],"up":[151],"0.8":[153],"R2,":[155],"achieved":[157],"most":[160],"physiologically":[161],"sound":[162],"indicator,":[165],"conjunction":[167],"specifications":[170],"allowing":[171],"parsimonious":[173],"adjustment":[175],"parameters.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":6}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
