{"id":"https://openalex.org/W4390720155","doi":"https://doi.org/10.29105/vtga6.2-619","title":"Agricultura inteligente en M\u00e9xico: Anal\u00edtica de datos como herramienta de competitividad","display_name":"Agricultura inteligente en M\u00e9xico: Anal\u00edtica de datos como herramienta de competitividad","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W4390720155","doi":"https://doi.org/10.29105/vtga6.2-619"},"language":"es","primary_location":{"id":"doi:10.29105/vtga6.2-619","doi":"https://doi.org/10.29105/vtga6.2-619","is_oa":true,"landing_page_url":"https://doi.org/10.29105/vtga6.2-619","pdf_url":"https://vinculategica.uanl.mx/index.php/v/article/download/619/487","source":{"id":"https://openalex.org/S4210237060","display_name":"Vinculat\u00e9gica EFAN","issn_l":"2448-5101","issn":["2448-5101"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["latindex"],"host_organization":"https://openalex.org/P4310319646","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/P4310319646"],"host_organization_lineage_names":["Universidad Aut\u00f3noma de Nuevo Le\u00f3n"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vinculat\u00e9gica EFAN","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://vinculategica.uanl.mx/index.php/v/article/download/619/487","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065286870","display_name":"Alejandra Rosales Soto","orcid":"https://orcid.org/0000-0002-7630-9050","observed_orcids":["https://orcid.org/0000-0002-7630-9050"]},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alejandra Rosales-Soto","raw_affiliation_strings":["Universidad de Guadalajara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara","institution_ids":["https://openalex.org/I193181351"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027649005","display_name":"Ricardo Vargas","orcid":"https://orcid.org/0000-0001-7082-8362","observed_orcids":["https://orcid.org/0000-0001-7082-8362"]},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ricardo Arechavala-Vargas","raw_affiliation_strings":["Universidad de Guadalajara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Guadalajara","institution_ids":["https://openalex.org/I193181351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193181351"],"apc_list":null,"apc_paid":null,"fwci":0.7904,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.69995204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":"6","issue":"2","first_page":"1415","last_page":"1427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9940999746322632,"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/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.0044999998062849045,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13010","display_name":"Agriculture and Agroindustry Studies","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smart-agriculture","display_name":"smart agriculture","score":0.9900000095367432},{"id":"https://openalex.org/keywords/data-analytics","display_name":"data analytics","score":0.7350000143051147},{"id":"https://openalex.org/keywords/agricultural-big-data","display_name":"big data in agriculture","score":0.7490000128746033},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"precision agriculture","score":0.9179999828338623},{"id":"https://openalex.org/keywords/agricultural-competitiveness","display_name":"agricultural competitiveness","score":0.7490000128746033},{"id":"https://openalex.org/keywords/agri-food-systems","display_name":"agri-food systems","score":0.8080000281333923},{"id":"https://openalex.org/keywords/information-and-communication-technologies","display_name":"information and communication technologies","score":0.8190000057220459},{"id":"https://openalex.org/keywords/horticultural-production","display_name":"horticultural production","score":0.8759999871253967},{"id":"https://openalex.org/keywords/avocado","display_name":"avocado","score":0.7250000238418579},{"id":"https://openalex.org/keywords/tomato","display_name":"tomato","score":0.9860000014305115},{"id":"https://openalex.org/keywords/wild-fruits","display_name":"wild fruits","score":0.6660000085830688},{"id":"https://openalex.org/keywords/mexico","display_name":"Mexico","score":0.7739999890327454}],"concepts":[{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.49998044967651367},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.36414071917533875},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.32999682426452637},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.14912480115890503},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.051689326763153076}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.29105/vtga6.2-619","doi":"https://doi.org/10.29105/vtga6.2-619","is_oa":true,"landing_page_url":"https://doi.org/10.29105/vtga6.2-619","pdf_url":"https://vinculategica.uanl.mx/index.php/v/article/download/619/487","source":{"id":"https://openalex.org/S4210237060","display_name":"Vinculat\u00e9gica EFAN","issn_l":"2448-5101","issn":["2448-5101"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["latindex"],"host_organization":"https://openalex.org/P4310319646","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/P4310319646"],"host_organization_lineage_names":["Universidad Aut\u00f3noma de Nuevo Le\u00f3n"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vinculat\u00e9gica EFAN","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.29105/vtga6.2-619","doi":"https://doi.org/10.29105/vtga6.2-619","is_oa":true,"landing_page_url":"https://doi.org/10.29105/vtga6.2-619","pdf_url":"https://vinculategica.uanl.mx/index.php/v/article/download/619/487","source":{"id":"https://openalex.org/S4210237060","display_name":"Vinculat\u00e9gica EFAN","issn_l":"2448-5101","issn":["2448-5101"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["latindex"],"host_organization":"https://openalex.org/P4310319646","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/P4310319646"],"host_organization_lineage_names":["Universidad Aut\u00f3noma de Nuevo Le\u00f3n"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vinculat\u00e9gica EFAN","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.991100013256073},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390720155.pdf","grobid_xml":"https://content.openalex.org/works/W4390720155.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1864352969","https://openalex.org/W2027083550","https://openalex.org/W2475266777","https://openalex.org/W2529657524","https://openalex.org/W2587466508","https://openalex.org/W2589802507","https://openalex.org/W2594931165","https://openalex.org/W2618708862","https://openalex.org/W2765402859","https://openalex.org/W2789766264","https://openalex.org/W2884526666","https://openalex.org/W2911258375","https://openalex.org/W2924480815","https://openalex.org/W2966015247","https://openalex.org/W2992413855","https://openalex.org/W3004337988","https://openalex.org/W4237554292"],"related_works":["https://openalex.org/W3194610647","https://openalex.org/W7154462335","https://openalex.org/W4368376276","https://openalex.org/W4408820085","https://openalex.org/W7047085402","https://openalex.org/W4401211641","https://openalex.org/W6893066475","https://openalex.org/W7127298691","https://openalex.org/W7215837732","https://openalex.org/W3119194967"],"abstract_inverted_index":{"Para":[0],"garantizar":[1],"la":[2,12,32,41,44,47,51,61,64,68,76,81,99,111,127],"competitividad":[3],"del":[4,58,113,119],"sistema":[5],"agroalimentario":[6],"a":[7,85,126],"nivel":[8],"mundial,":[9],"es":[10],"necesaria":[11],"creaci\u00f3n":[13],"de":[14,31,43,63,70,78,80,83,87,89,101,129],"infraestructuras":[15],"f\u00edsicas":[16],"y":[17,25,34,46,53,60,67,116],"cibern\u00e9ticas":[18],"que":[19],"permitan":[20],"una":[21],"agricultura":[22,52,65,69,130],"inteligente:":[23],"autogestionada":[24],"sostenible,":[26],"aprovechando":[27],"las":[28],"nuevas":[29],"tecnolog\u00edas":[30],"informaci\u00f3n":[33],"comunicaci\u00f3n.":[35],"En":[36],"el":[37,56,107],"presente":[38],"art\u00edculo":[39],"presenta":[40],"importancia":[42,77],"tecnolog\u00eda":[45],"big":[48],"data":[49],"en":[50,93,104],"se":[54],"examina":[55],"estado":[57],"arte":[59],"diferenciaci\u00f3n":[62],"inteligente":[66],"precisi\u00f3n.":[71],"El":[72],"estudio":[73],"concluye":[74],"con":[75,91],"aplicaci\u00f3n":[79],"anal\u00edtica":[82],"datos":[84,95],"trav\u00e9s":[86],"inteligencia":[88],"agronegocios,":[90],"base":[92],"los":[94,117],"abiertos":[96],"agr\u00edcolas":[97],"para":[98],"producci\u00f3n":[100,112],"cultivos":[102],"hortofrut\u00edcolas":[103],"M\u00e9xico":[105],"durante":[106],"periodo":[108],"2018-2019,":[109],"como":[110],"aguacate,":[114],"jitomate":[115],"frutos":[118],"bosque,":[120],"pudiendo":[121],"destacar":[122],"su":[123],"desempe\u00f1o":[124],"gracias":[125],"implementaci\u00f3n":[128],"inteligente.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-01-13T00:00:00"}
