{"id":"https://openalex.org/W4220712150","doi":"https://doi.org/10.3390/rs14071628","title":"Areas Available for the Potential Sustainable Expansion of Soy in Brazil: A Geospatial Assessment Using the SAFmaps Database","display_name":"Areas Available for the Potential Sustainable Expansion of Soy in Brazil: A Geospatial Assessment Using the SAFmaps Database","publication_year":2022,"publication_date":"2022-03-28","ids":{"openalex":"https://openalex.org/W4220712150","doi":"https://doi.org/10.3390/rs14071628"},"language":"en","primary_location":{"id":"doi:10.3390/rs14071628","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071628","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1628/pdf?version=1648631251","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/2072-4292/14/7/1628/pdf?version=1648631251","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009090907","display_name":"Marjorie Mendes Guarenghi","orcid":"https://orcid.org/0000-0003-1547-5167"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Marjorie Mendes Guarenghi","raw_affiliation_strings":["School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1547-5167","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006376114","display_name":"Arnaldo Walter","orcid":"https://orcid.org/0000-0003-4931-1603"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arnaldo Walter","raw_affiliation_strings":["School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041330753","display_name":"Joaquim E. A. Seabra","orcid":"https://orcid.org/0000-0002-1463-7104"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joaquim E. A. Seabra","raw_affiliation_strings":["School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005876815","display_name":"Jansle Vieira Rocha","orcid":"https://orcid.org/0000-0003-3337-4394"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jansle Vieira Rocha","raw_affiliation_strings":["School of Agricultural Engineering, University of Campinas, 501 Candido Rondon, Campinas 13083-875, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Agricultural Engineering, University of Campinas, 501 Candido Rondon, Campinas 13083-875, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008003496","display_name":"Nath\u00e1lia Arnosti Vieira","orcid":"https://orcid.org/0000-0002-8245-4844"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Nath\u00e1lia Vieira","raw_affiliation_strings":["School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085713167","display_name":"D. B. Damame","orcid":"https://orcid.org/0000-0001-9722-9554"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Desir\u00e9e Damame","raw_affiliation_strings":["School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Campinas, 200 Mendeleyev, Campinas 13083-860, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075878288","display_name":"Jo\u00e3o Lu\u00eds Santos","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Lu\u00eds Santos","raw_affiliation_strings":["GeoMeridium, 777 Jorge Hennings, Campinas 13070-142, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GeoMeridium, 777 Jorge Hennings, Campinas 13070-142, Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5009090907"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.1694,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54988361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"14","issue":"7","first_page":"1628","last_page":"1628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12703","display_name":"Oil Palm Production and Sustainability","score":0.9531000256538391,"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/T12703","display_name":"Oil Palm Production and Sustainability","score":0.9531000256538391,"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/T10319","display_name":"Conservation, Biodiversity, and Resource Management","score":0.9368000030517578,"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9283999800682068,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/sustainability","display_name":"Sustainability","score":0.6177639961242676},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5890117287635803},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5871536135673523},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5595070123672485},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5362887382507324},{"id":"https://openalex.org/keywords/raw-material","display_name":"Raw material","score":0.4579654037952423},{"id":"https://openalex.org/keywords/deforestation","display_name":"Deforestation (computer science)","score":0.4534863829612732},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.38347285985946655},{"id":"https://openalex.org/keywords/agricultural-economics","display_name":"Agricultural economics","score":0.3814920485019684},{"id":"https://openalex.org/keywords/agricultural-science","display_name":"Agricultural science","score":0.3298983573913574},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.32865840196609497},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2367314100265503},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.14614829421043396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.13963976502418518},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13451910018920898},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1149604320526123}],"concepts":[{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.6177639961242676},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5890117287635803},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5871536135673523},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5595070123672485},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5362887382507324},{"id":"https://openalex.org/C206139338","wikidata":"https://www.wikidata.org/wiki/Q192355","display_name":"Raw material","level":2,"score":0.4579654037952423},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.4534863829612732},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.38347285985946655},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.3814920485019684},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.3298983573913574},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.32865840196609497},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2367314100265503},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.14614829421043396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.13963976502418518},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13451910018920898},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1149604320526123},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14071628","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071628","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1628/pdf?version=1648631251","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:39adc65eb65142089526d17e44e20047","is_oa":true,"landing_page_url":"https://doaj.org/article/39adc65eb65142089526d17e44e20047","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 14, Iss 7, p 1628 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/7/1628/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14071628","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14071628","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071628","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1628/pdf?version=1648631251","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":0.4399999976158142,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"},{"score":0.4300000071525574,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220712150.pdf","grobid_xml":"https://content.openalex.org/works/W4220712150.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W73575617","https://openalex.org/W180836830","https://openalex.org/W1763336970","https://openalex.org/W2024141016","https://openalex.org/W2073675338","https://openalex.org/W2121379385","https://openalex.org/W2151390377","https://openalex.org/W2157238490","https://openalex.org/W2234102109","https://openalex.org/W2596998468","https://openalex.org/W2604602561","https://openalex.org/W2734957460","https://openalex.org/W2765871663","https://openalex.org/W2800794224","https://openalex.org/W2895324644","https://openalex.org/W2905333251","https://openalex.org/W2962199946","https://openalex.org/W2970967456","https://openalex.org/W2982637699","https://openalex.org/W2998944682","https://openalex.org/W3000130922","https://openalex.org/W3011435629","https://openalex.org/W3032995909","https://openalex.org/W3091197084","https://openalex.org/W3091238242","https://openalex.org/W3110677330","https://openalex.org/W3154220685","https://openalex.org/W3167131540","https://openalex.org/W3177565733","https://openalex.org/W3194016039","https://openalex.org/W3197136731","https://openalex.org/W3197626806","https://openalex.org/W4212898574","https://openalex.org/W6959674969","https://openalex.org/W6967338673"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W4367313141","https://openalex.org/W4283374591","https://openalex.org/W2004086023","https://openalex.org/W2733999579","https://openalex.org/W2110217573","https://openalex.org/W2910751785","https://openalex.org/W4390100400","https://openalex.org/W4366547507","https://openalex.org/W4362512700"],"abstract_inverted_index":{"Recently,":[0],"soybean":[1,191],"production":[2,37,59,95,170,189,197],"almost":[3],"doubled":[4],"in":[5,43,87,153],"Brazil,":[6,88],"reaching":[7],"122":[8],"million":[9],"tonnes,":[10],"and":[11,25,116,124,193],"it":[12],"is":[13,20,26,53,145],"expected":[14],"to":[15,45,65,69,78,195],"increase":[16],"even":[17],"more.":[18],"Brazil":[19],"the":[21,58,80,94,100,109,130,154,162,165,181,196],"world\u2019s":[22],"largest":[23],"producer":[24],"primarily":[27],"an":[28],"exporter.":[29],"From":[30],"a":[31,54,103,126,158],"sustainability":[32],"point":[33],"of":[34,60,96,128,142,146,164,168,190,198],"view,":[35],"soy":[36,85],"has":[38],"been":[39],"strongly":[40],"criticized":[41],"mainly":[42],"relation":[44],"deforestation,":[46],"albeit":[47],"for":[48,57,84,114,134],"indirect":[49],"effects.":[50],"Soybean":[51],"oil":[52,192],"potential":[55,172],"feedstock":[56],"bio-jet":[61],"fuels,":[62],"which":[63,143],"needs":[64],"be":[66,187],"sustainable":[67,188],"according":[68],"international":[70],"criteria":[71],"(sustainable":[72],"aviation":[73],"fuels\u2014SAF).":[74],"This":[75],"paper":[76],"aims":[77],"estimate":[79],"areas":[81,150],"still":[82],"available":[83,133],"expansion":[86,135],"considering":[89],"conditions":[90],"that":[91,184],"would":[92],"allow":[93],"SAF.":[97,199],"We":[98],"used":[99],"SAFmaps":[101],"platform,":[102],"geospatial":[104],"database":[105],"with":[106],"information":[107],"on":[108],"most":[110],"promising":[111],"bioenergy":[112],"crops":[113],"SAF":[115,169],"their":[117],"supply":[118,160],"chains.":[119],"Just":[120],"by":[121],"displacing":[122],"pastures":[123],"observing":[125],"set":[127],"constraints,":[129],"total":[131],"area":[132],"was":[136],"estimated":[137],"at":[138],"192.8":[139],"thousand":[140],"km2,":[141],"43%":[144],"high":[147],"suitability.":[148],"These":[149],"are":[151,178],"concentrated":[152],"Center-West":[155],"region.":[156],"Assuming":[157],"vertical":[159],"chain,":[161],"results":[163,182],"case":[166],"studies":[167],"indicate":[171,183],"feasibility,":[173],"but":[174],"some":[175],"hypotheses":[176],"considered":[177],"optimistic.":[179],"Moreover,":[180],"there":[185],"can":[186],"contribution":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}