{"id":"https://openalex.org/W7204945671","doi":"https://doi.org/10.3389/fsufs.2026.1922529","title":"Can digital agriculture development drive agricultural low-carbon transition? Evidence from China","display_name":"Can digital agriculture development drive agricultural low-carbon transition? Evidence from China","publication_year":2026,"publication_date":"2026-09-01","ids":{"openalex":"https://openalex.org/W7204945671","doi":"https://doi.org/10.3389/fsufs.2026.1922529"},"language":"en","primary_location":{"id":"doi:10.3389/fsufs.2026.1922529","doi":"https://doi.org/10.3389/fsufs.2026.1922529","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fsufs.2026.1922529","pdf_url":"https://www.frontiersin.org/journals/sustainable-food-systems/articles/10.3389/fsufs.2026.1922529/pdf","source":{"id":"https://openalex.org/S4210212157","display_name":"Frontiers in Sustainable Food Systems","issn_l":"2571-581X","issn":["2571-581X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Sustainable Food Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/sustainable-food-systems/articles/10.3389/fsufs.2026.1922529/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yi Zhang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["College of Economics and Management, Jiangxi Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Jiangxi Institute of Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140786939","display_name":"Wen Wang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wen Wang","raw_affiliation_strings":["College of Economics and Management, Jiangxi Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Jiangxi Institute of Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140873669","display_name":"Risheng Gao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3131412887","display_name":"Jiangxi University of Technology","ror":"https://ror.org/05k2j8e48","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131412887"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Risheng Gao","raw_affiliation_strings":["Jiangxi Regional Development Research Institute, Jiangxi Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Regional Development Research Institute, Jiangxi Institute of Technology","institution_ids":["https://openalex.org/I3131412887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100853599","display_name":"Hua Lian","orcid":"https://orcid.org/0000-0003-3288-4755","observed_orcids":["https://orcid.org/0000-0003-3288-4755"]},"institutions":[{"id":"https://openalex.org/I4210104151","display_name":"Shangdong Agriculture and Engineering University","ror":"https://ror.org/01px1ve30","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104151"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Lian","raw_affiliation_strings":["School of Business, Shandong Agriculture and Engineering University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Shandong Agriculture and Engineering University","institution_ids":["https://openalex.org/I4210104151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5140873669"],"corresponding_institution_ids":["https://openalex.org/I3131412887"],"apc_list":{"value":1950,"currency":"CHF","value_usd":2353},"apc_paid":{"value":1950,"currency":"CHF","value_usd":2353},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.9794999957084656,"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"}},"topics":[{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.9794999957084656,"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/T13691","display_name":"Energy, Environment, Agriculture Analysis","score":0.003700000001117587,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11805","display_name":"Agricultural economics and policies","score":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-agriculture","display_name":"digital agriculture","score":0.9950000047683716},{"id":"https://openalex.org/keywords/low-carbon-transition","display_name":"low-carbon transition","score":0.8820000290870667},{"id":"https://openalex.org/keywords/capital-misallocation","display_name":"capital misallocation","score":0.949999988079071},{"id":"https://openalex.org/keywords/labor-misallocation","display_name":"labor misallocation","score":0.9459999799728394},{"id":"https://openalex.org/keywords/land-misallocation","display_name":"land misallocation","score":0.9629999995231628},{"id":"https://openalex.org/keywords/spatial-spillover-effects","display_name":"spatial spillover effects","score":0.8460000157356262},{"id":"https://openalex.org/keywords/grain-producing-areas","display_name":"grain-producing areas","score":0.7590000033378601},{"id":"https://openalex.org/keywords/agricultural-green-development","display_name":"agricultural green development","score":0.7239999771118164},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.3160000145435333}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.7159000039100647},{"id":"https://openalex.org/C610760","wikidata":"https://www.wikidata.org/wiki/Q1340706","display_name":"Endogeneity","level":2,"score":0.6039999723434448},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.566100001335144},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.5328999757766724},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.5175999999046326},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.46480000019073486},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.4616999924182892},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.3833000063896179},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.374099999666214},{"id":"https://openalex.org/C83646750","wikidata":"https://www.wikidata.org/wiki/Q193893","display_name":"Capital (architecture)","level":2,"score":0.36489999294281006},{"id":"https://openalex.org/C143369678","wikidata":"https://www.wikidata.org/wiki/Q467212","display_name":"Capital intensity","level":3,"score":0.3619999885559082},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3573000133037567},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.35569998621940613},{"id":"https://openalex.org/C47136581","wikidata":"https://www.wikidata.org/wiki/Q16000047","display_name":"Agricultural machinery","level":3,"score":0.3084999918937683},{"id":"https://openalex.org/C54725983","wikidata":"https://www.wikidata.org/wiki/Q1337914","display_name":"Emission intensity","level":3,"score":0.3009999990463257},{"id":"https://openalex.org/C502990516","wikidata":"https://www.wikidata.org/wiki/Q3395383","display_name":"Agricultural land","level":3,"score":0.2903999984264374},{"id":"https://openalex.org/C2776943663","wikidata":"https://www.wikidata.org/wiki/Q165687","display_name":"Human capital","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.25839999318122864}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fsufs.2026.1922529","doi":"https://doi.org/10.3389/fsufs.2026.1922529","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fsufs.2026.1922529","pdf_url":"https://www.frontiersin.org/journals/sustainable-food-systems/articles/10.3389/fsufs.2026.1922529/pdf","source":{"id":"https://openalex.org/S4210212157","display_name":"Frontiers in Sustainable Food Systems","issn_l":"2571-581X","issn":["2571-581X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Sustainable Food Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:798fa43e965b43a68e1e77dcd306ad39","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/798fa43e965b43a68e1e77dcd306ad39","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Sustainable Food Systems, Vol 10 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fsufs.2026.1922529","doi":"https://doi.org/10.3389/fsufs.2026.1922529","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fsufs.2026.1922529","pdf_url":"https://www.frontiersin.org/journals/sustainable-food-systems/articles/10.3389/fsufs.2026.1922529/pdf","source":{"id":"https://openalex.org/S4210212157","display_name":"Frontiers in Sustainable Food Systems","issn_l":"2571-581X","issn":["2571-581X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Sustainable Food Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":1.0,"id":"https://metadata.un.org/sdg/13"},{"display_name":"Zero hunger","score":0.9208999872207642,"id":"https://metadata.un.org/sdg/2"},{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Decent work and economic growth","score":0.48510000109672546,"id":"https://metadata.un.org/sdg/8"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325626","display_name":"Education Department of Jiangxi Province","ror":"https://ror.org/04d8xwh61"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204945671.pdf","grobid_xml":"https://content.openalex.org/works/W7204945671.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W399835887","https://openalex.org/W1965628390","https://openalex.org/W1978331315","https://openalex.org/W2124888824","https://openalex.org/W2587466508","https://openalex.org/W3044606553","https://openalex.org/W3166792191","https://openalex.org/W3213785866","https://openalex.org/W4206373045","https://openalex.org/W4210944317","https://openalex.org/W4229002006","https://openalex.org/W4280537052","https://openalex.org/W4286264986","https://openalex.org/W4293223888","https://openalex.org/W4304687813","https://openalex.org/W4322505438","https://openalex.org/W4361273221","https://openalex.org/W4366824913","https://openalex.org/W4377990516","https://openalex.org/W4383571374","https://openalex.org/W4385774350","https://openalex.org/W4387177023","https://openalex.org/W4387708747","https://openalex.org/W4391773814","https://openalex.org/W4396855830","https://openalex.org/W4396885183","https://openalex.org/W4398249546","https://openalex.org/W4399542246","https://openalex.org/W4401008907","https://openalex.org/W4401024804","https://openalex.org/W4401560101","https://openalex.org/W4404634265","https://openalex.org/W4407793564","https://openalex.org/W4415620625","https://openalex.org/W4416843228","https://openalex.org/W7126018440","https://openalex.org/W7138003393"],"related_works":["https://openalex.org/W4408089939","https://openalex.org/W7160297615","https://openalex.org/W4413670835","https://openalex.org/W7172543294","https://openalex.org/W7153752491","https://openalex.org/W4404621292","https://openalex.org/W4386465639","https://openalex.org/W4403718579","https://openalex.org/W4310954185","https://openalex.org/W4365455638"],"abstract_inverted_index":{"Agriculture":[0,70],"faces":[1],"the":[2,28,169,196,199,235],"dual":[3],"challenges":[4],"of":[5,30,131,238],"climate":[6],"change":[7],"mitigation":[8],"and":[9,12,79,84,87,90,108,123,133,145,156,166,190,209,212,219,221],"food":[10],"security,":[11],"reducing":[13],"agricultural":[14,25,43,119,160,191,248],"carbon-emission":[15],"intensity":[16,46,96],"has":[17],"become":[18],"an":[19,48],"important":[20,49],"pathway":[21],"toward":[22],"a":[23,68,129,182],"low-carbon":[24,236],"transformation.":[26],"Against":[27],"backdrop":[29],"rapid":[31],"digitalization":[32],"in":[33,59,205,215,225,250],"rural":[34],"areas,":[35],"whether":[36],"digital":[37,76,82,88,114,140,187,232],"agriculture":[38,115,141,188,233],"development":[39,116,142,189,249],"can":[40],"effectively":[41],"reduce":[42],"carbon":[44,94,101,120,161,192],"emission":[45,95,121,162,193],"remains":[47,126],"empirical":[50],"question.":[51],"Using":[52],"panel":[53],"data":[54],"for":[55,245],"30":[56],"provincial-level":[57],"regions":[58],"China":[60,211],"from":[61,73,103],"2012":[62],"to":[63],"2023,":[64],"this":[65,124],"study":[66],"constructs":[67],"Digital":[69],"Development":[71],"Index":[72],"three":[74],"dimensions:":[75],"human":[77],"capital":[78,149,152,226],"application":[80],"capacity,":[81],"infrastructure":[83],"production":[85,106],"conditions,":[86],"industry":[89],"service":[91],"environment.":[92],"Agricultural":[93],"is":[97,143,154,202],"measured":[98],"based":[99],"on":[100],"emissions":[102],"major":[104,206],"crop":[105],"inputs":[107],"operations.":[109],"The":[110,240],"results":[111,180],"show":[112],"that":[113,139],"significantly":[117,144,155,203],"reduces":[118],"intensity,":[122],"finding":[125],"robust":[127],"after":[128],"series":[130],"robustness":[132],"endogeneity":[134],"tests.":[135],"Mechanism":[136],"analysis":[137],"indicates":[138],"negatively":[146],"associated":[147,158],"with":[148,159],"misallocation,":[150,168],"while":[151],"misallocation":[153],"positively":[157],"intensity.":[163,194],"For":[164],"labor":[165],"land":[167],"two":[170],"estimated":[171],"relationships":[172],"are":[173],"not":[174],"both":[175],"statistically":[176,213],"significant.":[177],"Spatial":[178],"econometric":[179],"indicate":[181],"significant":[183],"spatial":[184],"association":[185],"between":[186],"In":[195],"heterogeneity":[197],"analysis,":[198],"digital-agriculture":[200],"coefficient":[201],"negative":[204],"grain-producing":[207,217],"areas":[208,218],"eastern":[210],"insignificant":[214],"non-major":[216],"central":[220],"western":[222],"China.":[223],"Improvements":[224],"allocation":[227],"may":[228],"partly":[229],"explain":[230],"how":[231],"supports":[234],"transition":[237],"agriculture.":[239],"findings":[241],"offer":[242],"policy":[243],"implications":[244],"advancing":[246],"green":[247],"emerging":[251],"economies.":[252]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-09-02T00:00:00"}
