{"id":"https://openalex.org/W4402245449","doi":"https://doi.org/10.3389/fsufs.2024.1384358","title":"The green transformation of agricultural production: evaluating the spatial role of agricultural industrial structure innovation in Guangdong, China","display_name":"The green transformation of agricultural production: evaluating the spatial role of agricultural industrial structure innovation in Guangdong, China","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W4402245449","doi":"https://doi.org/10.3389/fsufs.2024.1384358"},"language":"en","primary_location":{"id":"doi:10.3389/fsufs.2024.1384358","doi":"https://doi.org/10.3389/fsufs.2024.1384358","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fsufs.2024.1384358","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/sustainable-food-systems/articles/10.3389/fsufs.2024.1384358/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://public-pages-files-2025.frontiersin.org/journals/sustainable-food-systems/articles/10.3389/fsufs.2024.1384358/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019614034","display_name":"Weikun Zhang","orcid":"https://orcid.org/0000-0002-9983-7788","observed_orcids":["https://orcid.org/0000-0002-9983-7788"]},"institutions":[{"id":"https://openalex.org/I154833797","display_name":"Lingnan Normal University","ror":"https://ror.org/01h6ecw13","country_code":"CN","type":"education","lineage":["https://openalex.org/I154833797"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weikun Zhang","raw_affiliation_strings":["School of Public and Social & Administration, Lingnan Normal University, Zhanjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public and Social & Administration, Lingnan Normal University, Zhanjiang, China","institution_ids":["https://openalex.org/I154833797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107987269","display_name":"Zheng Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405281973","display_name":"Applied Technology College of Soochow University","ror":"https://ror.org/0559nvq87","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405281973"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Li","raw_affiliation_strings":["Innovation and Entrepreneurship Center, Applied Technology College of Soochow University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation and Entrepreneurship Center, Applied Technology College of Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I4405281973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044119838","display_name":"Shoaib Ahmed Wagan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I196431481","display_name":"Isra University","ror":"https://ror.org/04rmz8121","country_code":"PK","type":"education","lineage":["https://openalex.org/I196431481"]}],"countries":["CN","PK"],"is_corresponding":false,"raw_author_name":"Shoaib Ahmed Wagan","raw_affiliation_strings":["Faculty of Social Sciences, ISRA University, Sindh, Pakistan","School of Economics and Management, South China Agriculture University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Social Sciences, ISRA University, Sindh, Pakistan","institution_ids":["https://openalex.org/I196431481"]},{"raw_affiliation_string":"School of Economics and Management, South China Agriculture University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111001537","display_name":"Shiwei Tan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154833797","display_name":"Lingnan Normal University","ror":"https://ror.org/01h6ecw13","country_code":"CN","type":"education","lineage":["https://openalex.org/I154833797"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiwei Tan","raw_affiliation_strings":["Business School, Lingnan Normal University, Zhanjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Lingnan Normal University, Zhanjiang, China","institution_ids":["https://openalex.org/I154833797"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019614034"],"corresponding_institution_ids":["https://openalex.org/I154833797"],"apc_list":{"value":2125,"currency":"USD","value_usd":2125},"apc_paid":{"value":2125,"currency":"USD","value_usd":2125},"fwci":1.5532,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8221376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"8","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13003","display_name":"Regional Development and Environment","score":0.009499999694526196,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11805","display_name":"Agricultural economics and policies","score":0.006000000052154064,"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/green-transformation-of-agriculture","display_name":"green transformation of agriculture","score":0.8450000286102295},{"id":"https://openalex.org/keywords/agricultural-green-total-factor-productivity","display_name":"agricultural green total factor productivity","score":0.9789999723434448},{"id":"https://openalex.org/keywords/spatial-spillover-effects","display_name":"spatial spillover effects","score":0.9110000133514404},{"id":"https://openalex.org/keywords/human-capital","display_name":"human capital","score":0.7549999952316284},{"id":"https://openalex.org/keywords/regional-productivity-disparities","display_name":"regional productivity differences","score":0.4749999940395355},{"id":"https://openalex.org/keywords/pearl-river-delta","display_name":"Pearl River Delta","score":0.8619999885559082},{"id":"https://openalex.org/keywords/guangdong-province","display_name":"Guangdong","score":0.7009999752044678},{"id":"https://openalex.org/keywords/agricultural-productivity","display_name":"agricultural productivity","score":0.48500001430511475}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.82167649269104},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.7990535497665405},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5696499347686768},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5604410767555237},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5421319007873535},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.519180178642273},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.41909271478652954},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.3450104594230652},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2931593954563141},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08872979879379272},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fsufs.2024.1384358","doi":"https://doi.org/10.3389/fsufs.2024.1384358","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fsufs.2024.1384358","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/sustainable-food-systems/articles/10.3389/fsufs.2024.1384358/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:0c04b7f525d14174a3a5d1a3ef3be8b0","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/0c04b7f525d14174a3a5d1a3ef3be8b0","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 8 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fsufs.2024.1384358","doi":"https://doi.org/10.3389/fsufs.2024.1384358","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fsufs.2024.1384358","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/sustainable-food-systems/articles/10.3389/fsufs.2024.1384358/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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.8970999717712402},{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.8409000039100647}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402245449.pdf","grobid_xml":"https://content.openalex.org/works/W4402245449.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1564833621","https://openalex.org/W1989864366","https://openalex.org/W2075194072","https://openalex.org/W2097756203","https://openalex.org/W2126510884","https://openalex.org/W2156098946","https://openalex.org/W2425952801","https://openalex.org/W2883056298","https://openalex.org/W2885659736","https://openalex.org/W2889918459","https://openalex.org/W2905598727","https://openalex.org/W2925161719","https://openalex.org/W2966627739","https://openalex.org/W2969943046","https://openalex.org/W2999101411","https://openalex.org/W3035506489","https://openalex.org/W3036127083","https://openalex.org/W3040524667","https://openalex.org/W3081036766","https://openalex.org/W3106964325","https://openalex.org/W3139318132","https://openalex.org/W3154702684","https://openalex.org/W3156415950","https://openalex.org/W3168405702","https://openalex.org/W3179622846","https://openalex.org/W3180239169","https://openalex.org/W3187117807","https://openalex.org/W3191962894","https://openalex.org/W3195913102","https://openalex.org/W3213978534","https://openalex.org/W4200246016","https://openalex.org/W4200275228","https://openalex.org/W4214733715","https://openalex.org/W4214775570","https://openalex.org/W4220851677","https://openalex.org/W4221020527","https://openalex.org/W4221123660","https://openalex.org/W4223434790","https://openalex.org/W4281664660","https://openalex.org/W4283276140","https://openalex.org/W4285602992","https://openalex.org/W4288060711","https://openalex.org/W4293176305","https://openalex.org/W4293512416","https://openalex.org/W4293780676","https://openalex.org/W4294930622","https://openalex.org/W4307188820","https://openalex.org/W4309321323","https://openalex.org/W4311522553","https://openalex.org/W4315479877","https://openalex.org/W4320009881","https://openalex.org/W4322741862","https://openalex.org/W4323363750","https://openalex.org/W4362669887","https://openalex.org/W4366991367","https://openalex.org/W4379521607","https://openalex.org/W4381052910","https://openalex.org/W4384701397","https://openalex.org/W4385810017","https://openalex.org/W4386715603","https://openalex.org/W4391708123","https://openalex.org/W4392059554"],"related_works":["https://openalex.org/W6925105016","https://openalex.org/W4414205381","https://openalex.org/W4205645518","https://openalex.org/W7161538306","https://openalex.org/W4313327126","https://openalex.org/W3133854136","https://openalex.org/W4327893918","https://openalex.org/W7221093780","https://openalex.org/W4280585391","https://openalex.org/W3094981196"],"abstract_inverted_index":{"Introduction":[0],"The":[1,87,105],"primary":[2],"function":[3],"and":[4,12,40,69,80,157,171],"spatial":[5,94,152,175,203],"layout":[6],"of":[7,28,43,54,97,121,205],"agriculture":[8],"are":[9],"essential":[10],"foundations":[11],"prerequisites":[13],"for":[14,24,186],"achieving":[15],"green":[16,26,39,75],"development.":[17],"This":[18],"paper":[19,66],"explores":[20],"the":[21,25,37,51,73,98,109,119,141,155,158,165,169,187,194,202,206,210],"growth":[22],"drivers":[23],"transformation":[27],"agricultural":[29,44,74,99,190,214],"production":[30,191],"in":[31,46,58,84,177,189],"Guangdong,":[32,59],"China,":[33,60],"aiming":[34],"to":[35,63,71,91],"guide":[36],"continuous":[38],"low-carbon":[41],"development":[42],"productivity":[45,78],"Guangdong.":[47],"Methods":[48],"Based":[49],"on":[50,209],"panel":[52],"data":[53],"21":[55],"prefecture-level":[56],"cities":[57],"from":[61,144],"2004":[62],"2022,":[64],"this":[65],"uses":[67],"DEA-BCC":[68],"DEA-Malmquist":[70],"measure":[72],"total":[76],"factor":[77],"(AGTFP)":[79],"its":[81,93],"decomposition":[82],"efficiency":[83],"Guangdong":[85],"China.":[86],"SDM":[88],"is":[89,149],"employed":[90],"analyze":[92],"spillover":[95],"roles":[96],"industrial":[100],"structure":[101],"(AIS)":[102],"innovation.":[103],"Results":[104],"results":[106],"show":[107],"that":[108,164],"AGTFP":[110,156,170,211],"varies":[111],"with":[112],"an":[113],"overall":[114],"fluctuating":[115],"upward":[116],"trend,":[117],"but":[118],"imbalance":[120],"regional":[122],"differences":[123],"still":[124],"exists,":[125],"characterized":[126],"as":[127],"\u201cPearl":[128],"River":[129,146],"Delta":[130],">":[131,134,137],"Eastern":[132],"Wing":[133,136],"Western":[135],"Mountainous":[138],"Area,\u201d":[139],"indicating":[140],"siphoning":[142],"role":[143],"Pearl":[145],"Delta.":[147],"There":[148],"a":[150],"strong":[151],"correlation":[153],"between":[154],"AIS.":[159],"Discussion":[160],"Our":[161,199],"evidence":[162],"suggests":[163],"AIS":[166,207],"innovation":[167,208],"improves":[168],"can":[172],"have":[173],"positive":[174],"consequences":[176],"neighboring":[178],"areas.":[179],"Besides,":[180],"human":[181],"capital":[182],"hinders":[183],"AGTFP,":[184],"accounting":[185],"self-exploitation":[188],"driven":[192],"by":[193],"excessive":[195],"labor":[196],"force":[197],"input.":[198],"findings":[200],"highlight":[201],"impact":[204],"when":[212],"greening":[213],"production.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-09-05T00:00:00"}