{"id":"https://openalex.org/W2145211049","doi":"https://doi.org/10.3390/rs5052184","title":"Forecasting Regional Sugarcane Yield Based on Time Integral and Spatial Aggregation of MODIS NDVI","display_name":"Forecasting Regional Sugarcane Yield Based on Time Integral and Spatial Aggregation of MODIS NDVI","publication_year":2013,"publication_date":"2013-05-10","ids":{"openalex":"https://openalex.org/W2145211049","doi":"https://doi.org/10.3390/rs5052184","mag":"2145211049"},"language":"en","primary_location":{"id":"doi:10.3390/rs5052184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5052184","pdf_url":"https://www.mdpi.com/2072-4292/5/5/2184/pdf?version=1403132161","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/2072-4292/5/5/2184/pdf?version=1403132161","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019897298","display_name":"Betty Mulianga","orcid":null},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I251321805","display_name":"Agropolis International","ror":"https://ror.org/00txxwv34","country_code":"FR","type":"other","lineage":["https://openalex.org/I251321805"]},{"id":"https://openalex.org/I4210122476","display_name":"Territoires","ror":"https://ror.org/026tc4g97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210104684","https://openalex.org/I4210122476"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":null,"type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Betty Mulianga","raw_affiliation_strings":["CIRAD-UMR TETIS, Maison de la T\u00e9l\u00e9d\u00e9tection, 500 rue J.-F. Breton, F-34093 Montpellier, France","CIRAD-UPR SCA, Av. Agropolis, F-34398 Montpellier Cedex 5, France","Kenya Sugar Research Foundation (KESREF), Kisumu-Miwani Road, P.O Box 44, Kisumu 40100, Kenya"],"affiliations":[{"raw_affiliation_string":"CIRAD-UMR TETIS, Maison de la T\u00e9l\u00e9d\u00e9tection, 500 rue J.-F. Breton, F-34093 Montpellier, France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4387153996","https://openalex.org/I4210122476"]},{"raw_affiliation_string":"CIRAD-UPR SCA, Av. Agropolis, F-34398 Montpellier Cedex 5, France","institution_ids":["https://openalex.org/I251321805","https://openalex.org/I131077856"]},{"raw_affiliation_string":"Kenya Sugar Research Foundation (KESREF), Kisumu-Miwani Road, P.O Box 44, Kisumu 40100, Kenya","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043863290","display_name":"Agn\u00e8s B\u00e9gu\u00e9","orcid":"https://orcid.org/0000-0002-9289-1052"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I4210122476","display_name":"Territoires","ror":"https://ror.org/026tc4g97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210104684","https://openalex.org/I4210122476"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":null,"type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Agn\u00e8s B\u00e9gu\u00e9","raw_affiliation_strings":["CIRAD-UMR TETIS, Maison de la T\u00e9l\u00e9d\u00e9tection, 500 rue J.-F. Breton, F-34093 Montpellier, France"],"affiliations":[{"raw_affiliation_string":"CIRAD-UMR TETIS, Maison de la T\u00e9l\u00e9d\u00e9tection, 500 rue J.-F. Breton, F-34093 Montpellier, France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4387153996","https://openalex.org/I4210122476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004767037","display_name":"Margareth Sim\u00f5es","orcid":"https://orcid.org/0000-0002-5533-584X"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I251321805","display_name":"Agropolis International","ror":"https://ror.org/00txxwv34","country_code":"FR","type":"other","lineage":["https://openalex.org/I251321805"]},{"id":"https://openalex.org/I4210122476","display_name":"Territoires","ror":"https://ror.org/026tc4g97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210104684","https://openalex.org/I4210122476"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":null,"type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Margareth Simoes","raw_affiliation_strings":["CIRAD-UMR TETIS, Maison de la T\u00e9l\u00e9d\u00e9tection, 500 rue J.-F. Breton, F-34093 Montpellier, France","EMBRAPA-Programa LabEx Europa and Rio de Janeiro State University PPGMA/DESC/UERJ, Agropolis International, Av. Agropolis, F-34094 Montpellier, France"],"affiliations":[{"raw_affiliation_string":"CIRAD-UMR TETIS, Maison de la T\u00e9l\u00e9d\u00e9tection, 500 rue J.-F. Breton, F-34093 Montpellier, France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4387153996","https://openalex.org/I4210122476"]},{"raw_affiliation_string":"EMBRAPA-Programa LabEx Europa and Rio de Janeiro State University PPGMA/DESC/UERJ, Agropolis International, Av. Agropolis, F-34094 Montpellier, France","institution_ids":["https://openalex.org/I251321805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021923714","display_name":"Pierre Todoroff","orcid":"https://orcid.org/0000-0002-7229-6571"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Todoroff","raw_affiliation_strings":["CIRAD UPR SCA, Station de Ligne-Paradis, 7 chemin de l'IRAT, Saint-Pierre, F-97410 R\u00e9union, France"],"affiliations":[{"raw_affiliation_string":"CIRAD UPR SCA, Station de Ligne-Paradis, 7 chemin de l'IRAT, Saint-Pierre, F-97410 R\u00e9union, France","institution_ids":["https://openalex.org/I131077856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019897298"],"corresponding_institution_ids":["https://openalex.org/I131077856","https://openalex.org/I251321805","https://openalex.org/I4210122476","https://openalex.org/I4387153996"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.8587,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.92778873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"5","issue":"5","first_page":"2184","last_page":"2199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9961000084877014,"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":0.9961000084877014,"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/T12431","display_name":"Sugarcane Cultivation and Processing","score":0.9790999889373779,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9333999752998352,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.8802934885025024},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6441704630851746},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5653097629547119},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4832106828689575},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4638846516609192},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4513687789440155},{"id":"https://openalex.org/keywords/crop-yield","display_name":"Crop yield","score":0.4359976649284363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42606574296951294},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.3733290433883667},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36263829469680786},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3341403305530548},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.27362996339797974},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2281939685344696},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.15093538165092468}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.8802934885025024},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6441704630851746},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5653097629547119},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4832106828689575},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4638846516609192},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4513687789440155},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.4359976649284363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42606574296951294},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.3733290433883667},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36263829469680786},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3341403305530548},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27362996339797974},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2281939685344696},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.15093538165092468},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"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/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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs5052184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5052184","pdf_url":"https://www.mdpi.com/2072-4292/5/5/2184/pdf?version=1403132161","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:CiteSeerX.psu:10.1.1.433.9773","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.433.9773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mdpi.com/2072-4292/5/5/2184/pdf/","raw_type":"text"},{"id":"pmh:oai:agritrop.cirad.fr:568963","is_oa":false,"landing_page_url":"http://agritrop.cirad.fr/568963/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402311","display_name":"Agritrop (Cirad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131077856","host_organization_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","host_organization_lineage":["https://openalex.org/I131077856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:8965aad61bd6463fbd02b60aa98a40ff","is_oa":true,"landing_page_url":"https://doaj.org/article/8965aad61bd6463fbd02b60aa98a40ff","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 5, Pp 2184-2199 (2013)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/5/5/2184/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs5052184","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 5; Pages: 2184-2199","raw_type":"Text"},{"id":"pmh:oai:www.alice.cnptia.embrapa.br:doc/979975","is_oa":true,"landing_page_url":"http://www.alice.cnptia.embrapa.br/alice/handle/doc/979975","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:EMBRAPA","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs5052184","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5052184","pdf_url":"https://www.mdpi.com/2072-4292/5/5/2184/pdf?version=1403132161","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/15","display_name":"Life in Land","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324228","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2145211049.pdf","grobid_xml":"https://content.openalex.org/works/W2145211049.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W135790322","https://openalex.org/W631509876","https://openalex.org/W1965285724","https://openalex.org/W1968496754","https://openalex.org/W1974619972","https://openalex.org/W1975767000","https://openalex.org/W1978487631","https://openalex.org/W1989074151","https://openalex.org/W1993512371","https://openalex.org/W1997398404","https://openalex.org/W2012642412","https://openalex.org/W2016185505","https://openalex.org/W2017541618","https://openalex.org/W2023758251","https://openalex.org/W2029354494","https://openalex.org/W2041594537","https://openalex.org/W2079722042","https://openalex.org/W2083264017","https://openalex.org/W2116129081","https://openalex.org/W2124791638","https://openalex.org/W2130963558","https://openalex.org/W2131674762","https://openalex.org/W2147198198","https://openalex.org/W2153989276","https://openalex.org/W2167594433","https://openalex.org/W2311841047","https://openalex.org/W2989983865","https://openalex.org/W4242704687","https://openalex.org/W6636950212","https://openalex.org/W6681845639"],"related_works":["https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W4324030030","https://openalex.org/W4392566681","https://openalex.org/W1980260791","https://openalex.org/W4385533602","https://openalex.org/W3189212133","https://openalex.org/W4382239404","https://openalex.org/W2053086167","https://openalex.org/W4396655325"],"abstract_inverted_index":{"This":[0,121,213],"study":[1],"explored":[2],"the":[3,6,13,43,46,62,76,80,115,131,135,150,154,184,187,198,218,229,238],"suitability":[4],"of":[5,45,65,79,134,153,220,231,240,256,265,271],"Normalized":[7],"Difference":[8],"Vegetation":[9],"Index":[10],"(NDVI)":[11],"from":[12,268],"Moderate":[14],"Resolution":[15],"Imaging":[16],"Spectrometer":[17],"(MODIS)":[18],"obtained":[19],"for":[20,52],"six":[21],"sugar":[22],"management":[23,49],"zones,":[24],"over":[25,114],"nine":[26],"years":[27,143],"(2002\u20132010),":[28],"to":[29],"forecast":[30],"sugarcane":[31,47,81,202,257],"yield":[32,89,99,124,169,203],"on":[33,167,204],"an":[34,70,191,205],"annual":[35,111,206],"and":[36,84,100,125,190,236],"zonal":[37],"base.":[38],"To":[39],"take":[40],"into":[41],"account":[42],"characteristics":[44],"crop":[48,82,243,266],"(15-month":[50],"cycle":[51,244],"a":[53,175,241,269],"ratoon,":[54],"accompanied":[55],"with":[56,87,97,171,224,245],"continuous":[57],"harvest":[58],"in":[59,183,200,217,237],"Western":[60],"Kenya),":[61],"temporal":[63,151],"series":[64],"NDVI":[66,112],"was":[67],"normalized":[68],"through":[69,186],"original":[71],"weighting":[72],"method":[73],"that":[74,262],"considered":[75],"growth":[77],"period":[78],"(wNDVI),":[83],"correlated":[85],"it":[86],"historical":[88,98],"datasets.":[90],"Results":[91],"when":[92,108,141,160],"using":[93,109,208,259],"wNDVI":[94,126],"were":[95,118],"consistent":[96],"significant":[101],"at":[102],"P-value":[103],"=":[104,139,158],"0.001,":[105],"while":[106],"results":[107],"traditional":[110],"integrated":[113],"calendar":[116],"year":[117],"not":[119],"significant.":[120],"correlation":[122],"between":[123],"is":[127,214],"mainly":[128],"drawn":[129],"by":[130,149],"spatial":[132],"dimension":[133,152],"data":[136,155],"set":[137,156],"(R2":[138,157],"0.53,":[140],"all":[142,161],"are":[144,163],"aggregated":[145],"together),":[146],"rather":[147],"than":[148,178,228],"0.1,":[159],"zones":[162],"aggregated).":[164],"A":[165],"test":[166],"2012":[168],"estimation":[170],"this":[172,195],"model":[173],"realized":[174],"RMSE":[176],"less":[177,227],"5":[179],"t\u00b7ha\u22121.":[180],"Despite":[181],"progress":[182],"methodology":[185],"weighted":[188],"NDVI,":[189],"extensive":[192],"spatio-temporal":[193],"analysis,":[194],"paper":[196],"shows":[197],"difficulty":[199],"forecasting":[201],"base":[207],"current":[209],"satellite":[210,251],"low-resolution":[211],"data.":[212],"particularly":[215],"true":[216],"context":[219,239],"small":[221],"scale":[222],"farmers":[223],"fields":[225],"measuring":[226],"size":[230],"MODIS":[232],"250":[233],"m":[234],"pixel,":[235],"15-month":[242],"no":[246],"seasonal":[247],"cropping":[248],"calendar.":[249],"Future":[250],"missions":[252],"should":[253],"permit":[254],"monitoring":[255],"yields":[258],"image":[260],"resolutions":[261],"facilitate":[263],"extraction":[264],"phenology":[267],"group":[270],"individual":[272],"plots.":[273]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
