[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2":3,"related-2":57},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":8,"published_at":11,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":23,"tags":25,"primary_topic":8,"secondary_topics":31,"classification":32,"search_phrases":51,"slug":54,"view_count":55,"doi":8,"paper":8,"created_at":56},2,"田间地头\"种\"出金字招牌（大数据观察）","https:\u002F\u002Fpaper.people.com.cn\u002Frmrb\u002Fpc\u002Fcontent\u002F202607\u002F16\u002Fcontent_30169106.html","聚焦\"十五五\"规划纲要关于统筹发展科技农业、绿色农业、质量农业、品牌农业的战略部署，详述品牌强农路径。江苏无锡阳山水蜜桃 10 年间全产业链产值从不足 10 亿元升至近 20 亿元、亩均产出 3.5 万元，国内高端商超单果售价 30–50 元、香港 100+ 元、迪拜 500+ 元；中国农业大学测算显示，农业品牌精品培育计划 320 个区域公用品牌电商平台平均溢价率 33%，省级品牌目录区域公用品牌 10 年平均溢价率超 24%。报道同时呈现长沙新农人（170 名现代农业产业领军人才、2723 名新型职业农民）、山东青岛卜钦龙\"有艾工坊\"艾草养生锤年销 120 万个、浙江丽水碧湖镇杨梅\"红果果\"变\"金果果\"等鲜活案例。截至 2025 年底，全国农民手机应用技能培训累计受众超 3 亿人次，\"田播\"\"村播\"已成为品牌农产品触达消费者的关键力量。",null,"![Image 1](https:\u002F\u002Fpaper.people.com.cn\u002Frmrb\u002Fpc\u002Fpic\u002F202607\u002F16\u002Fbe8e90aa-94db-44d7-848c-d47c94631f52.jpg)\n数据来源：农业农村部\n\n制图：沈亦伶\n\n清晨4点半，江苏无锡惠山区阳山镇，天刚蒙蒙亮，桃园村的新桃农高淼洁已把当天采摘的第一批水蜜桃运到村头仓库。套袋、装箱、贴单，赶在太阳升高前发往全国，“现在坐在家里就把桃子卖了，买桃人的电话多得接不过来！”\n\n5年前，高淼洁回乡接手20亩桃园。如今，她的抖音账号记录着桃园四季，一条视频就能带来上百箱订单。在阳山镇，小小的水蜜桃正以品牌化为支点，撬动一条从农产品到“大品牌”的产业振兴之路。\n\n“十五五”规划纲要提出，统筹发展科技农业、绿色农业、质量农业、品牌农业，把农业建成现代化大产业。\n\n农业农村部数据显示，目前我国30个省（区、市）建立了省级农业品牌目录，超1400个区域公用品牌、2000个企业品牌、2300个产品品牌纳入省级目录重点培育。从“提篮叫卖”到“指尖热销”，越来越多农产品凭借品牌的力量，开创出一条质量更高、效益更好、结构更优的发展之路。\n\n**品牌化——**\n\n**从“论斤卖”到“论个卖”的价值跃升**\n\n在乡村振兴与消费升级的双重驱动下，农业品牌化已成为现代化农业的“必选项”，成为农业强国的重要标志。它带来的最直观变化，是农产品价值的跃升。\n\n10年前，阳山桃农还在为销路发愁，地头收购价每斤不过几元。如今，国内高端商超单果售价30至50元，香港地区单果超百元，迪拜市场单果突破500元。从“论斤卖”到“论个卖”，品牌赋予了一只桃子重新定价的权利。阳山水蜜桃全产业链产值从10年前的不足10亿元攀升至2025年的近20亿元，亩均产出达3.5万元，扣除成本后净效益超过2万元。\n\n中国农业大学测算显示，纳入农业品牌精品培育计划的320个区域公用品牌，在大型电商平台上的平均溢价率达33%；另抽取省级品牌目录20%的区域公用品牌测算，10年来平均溢价率超过24%。五常大米、盐池滩羊肉等头部品牌溢价率甚至超过100%。\n\n品牌溢价不仅体现在报表里，更体现在农民的笑脸上。阳山农民人均可支配收入达7.18万元，是无锡全市平均水平的1.5倍。中国农业大学国家农业市场研究中心主任韩一军表示，高品质的产品和稳定的质量，是品牌得以持续发展的根本依托。\n\n在山东青岛平度市大泽山镇，同样的故事正在上演。2020年以前，大泽山葡萄也面临“高产不高价”的窘境。自系统化推进区域公用品牌建设以来，大泽山镇从品种培育、数字溯源到冷链物流，环环相扣。如今，标准化种植农户亩均收益从8000元跃升至1.5万元。大泽山葡萄获评全国名特优新农产品，并摘得山东省首届葡萄大赛金奖。\n\n品牌带来的不只是价格提升，更是市场话语权的重塑。在青岛崔家集镇，数字追溯为西红柿配上了“数据大脑”。消费者扫描二维码，即可查看从育苗到上市的全程档案，崔家集西红柿订单量也因此同比增长30%，每斤售价提高0.5至1元。\n\n“十四五”以来，全国新增绿色、有机、名特优新和地理标志农产品超3.6万个，数量较“十三五”末增加70%。\n\n**数据链——**\n\n**从“靠经验”到“看数据”的数智转型**\n\n品牌农业的根基在于品质，而品质的稳定与提升，离不开全产业链的数字化赋能。\n\n在安徽黄山市黄山区的太平猴魁核心产区，一场数智转型正在发生。黄山区将区块链技术应用于茶叶全产业链，开发了太平猴魁地理标志保护茶产品认证系统。截至今年5月，该平台已覆盖全区90.7%的茶园，累计发放溯源标识超14.5万个，实现“一盒一码”。消费者用手机一扫，茶园GPS定位、土壤墒情、采摘时间、炒制师傅等信息一清二楚。2025年，太平猴魁品牌价值攀升至52.98亿元。\n\n在江苏高邮扬子江种业公司，当地人才部门围绕企业需求，帮助引进上海农科院专家人才，共同开发水稻辅助分子设计育种技术，研发出的“扬晶丝苗”稻米品种产量提升10%、质量达国家一级标准。公司引进国际先进高端色选机对稻米进行精细筛选，依靠高精度光学传感及智能算法，微米级剔除异色米粒、杂质以及隐形瑕疵颗粒，大幅提升稻米洁净度。2025年5月，“扬晶丝苗”获得农业农村部颁发的植物新品种权证书，年销售额达1372万元，助力打响“扬州大米”区域公用品牌。\n\n好品质如何卖出好价钱？黑龙江省绿色食品科学研究院专家李孝忠深有感触：“通过区块链等技术，将品质转化为可验证的数据，解决了信任难题，让好产品真正能卖出好价。”\n\n高品质农产品的“跨省游”，需要更强大的供应链体系支撑。在山东青岛，大泽山镇建起1.8万平方米的冷链仓储与智慧物流集散中心，将葡萄保鲜期延长3个月，支持错峰上市。“十四五”时期，我国实施产地冷藏保鲜设施建设项目，新建设施约9800万立方米，78%的主体配备机械化分级、清洗、包装等采后处理装备，提升产后商品化处理水平，93%的主体销售范围扩大，实现近销变远销、内销变外销。\n\n**新生态——**\n\n**从“一枝花”到“满园芳”的产业重塑**\n\n品牌农业不仅是一种生产方式，更是一种产业生态，吸引人才回流，重塑乡村面貌，也催生新的消费场景。\n\n在长沙，一支有文化、懂技术、善经营、会管理的新农人队伍加速成长。张婷瞄准澳洲淡水龙虾本土化养殖，将经验摸索转为可复制的养殖流程，同时跑通“村集体+公司+农户”的合作模式，让农户敢跟着养、有钱赚；章建新给黄兴光皮辣椒装上“数字大脑”，田间传感器实时监测墒情，无人机精准识别病虫害，优品率提升30%，带着溯源二维码的辣椒从地头打进高端商超……目前，长沙已认定现代农业产业领军人才170人、新型职业农民2723名、乡村工匠1020名。\n\n在山东青岛胶州市洋河镇，返乡创业新农人卜钦龙用10年坚守，将一株“小野草”打造成了年产值超千万元的“金招牌”。他成立的“有艾工坊”，开发出艾草养生锤、艾绒枕等20多种深加工产品。一款看似简单的艾草养生锤，通过电商与直播双轮驱动，年销量可达120万个。合作社带动周边近百名农户实现家门口就业，人均年增收1.2万元。\n\n品牌意识也在倒逼三产融合提速。浙江丽水市碧湖镇激活“千年古堰、千年古樟、千亩梅林、千年古村”的资源禀赋，2025年吸引游客超190万人次。该镇延伸杨梅产业链条，将鲜果烘干成果干、酿制成果酒，价格比鲜果翻了好几番。如今，一斤杨梅的附加值已从过去的十元跃升至近百元，走出了“红果果”变“金果果”的共富新路。\n\n新电商模式迭代升级，从直播带货到社区团购，品牌农产品正以更快速便捷的方式触达消费者。农业农村部会同相关部门大力推进农村电商人才培训。持续开展农民手机应用技能培训，截至2025年底，累计培训受众超3亿人次。昔日手握锄头的农民，如今变身“田播”“村播”，用鲜活方式讲述品牌故事。\n\n透过农产品的进阶之路，可以清晰地看到：科技、数据、品牌正在重塑中国农业的基因，品牌农业与科技农业、绿色农业、质量农业相辅相成、协同共进，共同构成了建设中国特色现代农业的路径。","《人民日报》2026 年 07 月 16 日 第 07 版","2026-07-16T00:00:00Z","报道",10,false,81,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":21,"comment":22},25,22,18,15,1,"人民日报深度报道，以阳山水蜜桃等案例展示品牌农业全产业链升级，数据详实，具全国性参考价值。",[24],{"name":10,"url":6},[26,27,28,29,30],"品牌农业","数字农业","农村电商","区域公用品牌","产业振兴",[],{"status":33,"locked":14,"version":34,"method":35,"evidence":36},"unclassified","2026-10-22.2","rules",{"candidates":37,"agricultural_evidence":49,"reason":50},[38,44],{"code":39,"score":40,"supported":14,"title":41,"abstract":42,"tags":43},"E5",3,[],[],[28,29,26],{"code":45,"score":21,"supported":14,"title":46,"abstract":47,"tags":48},"I1",[],[],[27],true,"缺少足够的主题证据",[52,53],"区域公用品牌 产业振兴 农村电商 品牌农业","区域公用品牌 产业振兴","区域公用品牌产业振兴农村电商品牌农业-2",11,"2026-07-27T05:05:18.477148Z",{"total":58,"page":21,"page_size":58,"items":59},6,[60,137,208,260,313,358],{"id":61,"title":62,"url":63,"summary":64,"summary_zh":65,"content":8,"source_name":66,"source_url":63,"published_at":67,"category":68,"cover_url":8,"hotness":13,"is_selected":14,"score":69,"score_detail":70,"sources":76,"tags":78,"primary_topic":82,"secondary_topics":87,"classification":88,"search_phrases":118,"slug":121,"view_count":40,"doi":122,"paper":123,"created_at":136},3345,"E-commerce digitalization for sustainable agricultural and rural development: models and pathways","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1743839","This study adopts the Technology-Organization-Environment (TOE) framework as its core meso-level integrated explanatory framework, embedding digital empowerment theory to guide variable selection and causal logic. Meanwhile, it classifies the core conditional variables into technological capabilities, organizational capabilities, and environmental\u002Fstructural factors, avoiding the stacking of practical dimensions in variable selection. We find that sustainable agricultural and rural development (SARD) outcomes are not driven by single factors but by the synergistic effect of multiple configurations. Analysis identifies three distinct pathways: digital technology and agile response-driven, service and channel optimization, and comprehensive synergy. The most effective pathway synergistically combines high channel integration, high digitalization of service experience, high marketing response agility, and high precision in consumer insight. These pathways enhance agricultural marketing efficiency and advance SARD across economic, social, and environmental dimensions. Furthermore, substitution effects exist among some auxiliary factors; for instance, depth of digital technology application and precision of consumer insight can be functionally equivalent in the digital technology and agile response-driven pathway. The core theoretical contribution of this study is breaking through the traditional linear cognition of single-factor driving in the research of digital agriculture and SARD, which is prevalent in both domestic and international academia. By adopting the fuzzy-set Qualitative Comparative Analysis (fsQCA) method, we identify and theorize three typical configurational driving archetypes of e-commerce-driven SARD, namely Technology-Agile type, Service-Optimized type and Comprehensive Synergy type, reveal the mechanisms of multiple concurrent causality and equifinal paths in the digital empowerment of SARD, supplement the configurational analysis perspective for the digital empowerment theory, and provide micro-practical support for the sustainable transition theory in the context of global digital agriculture and platformization development. We recommend that agricultural enterprises strengthen digital technology, build distinctive product identities based on consumer insights, and enhance service experiences to foster sustainable transitions.","本研究以技术-组织-环境(TOE)框架为核心的中层整合解释框架，嵌入数字赋能理论以指导变量选择与因果逻辑。同时，将核心条件变量归类为技术能力、组织能力和环境\u002F结构因素，避免变量选择中实践维度的堆叠。研究发现，农业农村可持续发展(SARD)成效并非由单一因素驱动，而是多重条件组合的协同效应所致。分析识别出三条差异化路径：数字技术与敏捷响应驱动型、服务与渠道优化型、综合协同型。其中最有效的路径协同组合了高渠道整合度、高服务体验数字化、高营销响应敏捷性和高消费者洞察精准度。这些路径提升了农产品营销效率，并在经济、社会和环境维度上推进了SARD。此外，部分辅助因素之间存在替代效应；例如，在数字技术与敏捷响应驱动型路径中，数字技术应用深度与消费者洞察精准度可在功能上等效。本研究的核心理论贡献在于突破了国内外学术界在数字农业与SARD研究中普遍存在的单因素驱动的传统线性认知。通过采用模糊集定性比较分析(fsQCA)方法，我们识别并理论化了电子商务驱动SARD的三种典型组态驱动原型，即技术-敏捷型、服务-优化型和综合协同型，揭示了数字赋能SARD中多重并发因果与等效路径的机制，为数字赋能理论补充了组态分析视角，并为全球数字农业与平台化发展背景下的可持续转型理论提供了微观实践支撑。我们建议农业企业强化数字技术，基于消费者洞察构建特色产品标识，并提升服务体验以促进可持续转型。","Frontiers in Sustainable Food Systems","2026-09-23T00:00:00Z","论文",77,{"impact":71,"substance":72,"depth":19,"authority":73,"freshness":74,"relevant":21,"comment":75},16,21,13,9,"基于TOE框架与fsQCA方法揭示电商驱动农业农村可持续发展的三条组态路径，方法新颖、结论有理论增量，对数字乡村与农村电商实践具参考价值。",[77],{"name":66,"url":63},[27,28,79,80,81],"数字乡村","可持续农业","fsQCA",{"code":45,"slug":83,"name":84,"path":85,"parent_code":86},"smart-agriculture","智慧农业总论","\u002Ftopic\u002Fdigital-agriculture\u002Fsmart-agriculture","I",[],{"status":89,"locked":14,"version":34,"method":35,"evidence":90},"classified",{"candidates":91,"agricultural_evidence":49},[92,98,104,108,113],{"code":93,"score":55,"supported":49,"title":94,"abstract":96,"tags":97},"G",[95],"rural development",[95],[],{"code":45,"score":99,"supported":49,"title":100,"abstract":101,"tags":103},7,[],[27,102],"digital agriculture",[27],{"code":39,"score":21,"supported":14,"title":105,"abstract":106,"tags":107},[],[],[28],{"code":109,"score":21,"supported":14,"title":110,"abstract":111,"tags":112},"H8",[],[],[80],{"code":114,"score":21,"supported":14,"title":115,"abstract":116,"tags":117},"I6",[],[],[79],[119,120],"农村电商 数字赋能 可持续发展","电商 农业营销 数字化转型","农村电商数字赋能可持续发展-3345","10.3389\u002Ffsufs.2026.1743839",{"doi":122,"openalex_id":124,"authors":125,"venue":66,"cited_by_count":128,"oa_url":63,"card":129,"direction":133,"ingested_from":135},"W7214123656",[126],{"name":127,"orcid":8},"Qian Shan",0,{"tldr":130,"method":131,"finding":132,"direction":133,"opportunity":134},"基于TOE框架与fsQCA，识别电商数字化驱动农业农村可持续发展的三条组态路径。","TOE框架、数字赋能理论、fsQCA方法，分析多条件组态。","高渠道整合、高服务体验数字化、高营销响应敏捷与高消费者洞察精准组合最有效，存在替代效应。","数字乡村与农业信息化","可探究不同区域或平台情境下组态路径的适用边界，以及替代效应的动态演化机制。","openalex","2026-09-24T23:30:08.046331Z",{"id":138,"title":139,"url":140,"summary":141,"summary_zh":8,"content":8,"source_name":142,"source_url":8,"published_at":143,"category":68,"cover_url":8,"hotness":13,"is_selected":14,"score":144,"score_detail":145,"sources":149,"tags":151,"primary_topic":155,"secondary_topics":160,"classification":161,"search_phrases":194,"slug":197,"view_count":74,"doi":198,"paper":199,"created_at":207},3327,"Digitalization of smallholder agriculture: Adoption and impacts——特刊导论（Sun et al. 2026）","https:\u002F\u002Fwww.sciopen.com\u002Flocal\u002Farticle_pdf\u002F10.1016\u002Fj.jia.2026.04.021.pdf","《Journal of Integrative Agriculture》2026年专刊导论，IAMO孙占力博士、华中农大熊航教授、北大易红梅教授等担任客座编辑。本专刊收录Liu et al. (2026)研究——使用面板数据和多种估计方法调查数字技术使用如何影响中国易地搬迁农户收入稳定性，发现数字技术显著改善收入水平和稳定性；Hu et al. (2026)使用来自5省1,833个农场的倾向得分匹配数据，发现网络信息使用实际上增加了小农户的化肥支出，反思了农业数字化的复杂性；Bai et al. (2026)研究数字素养通过改善农民对气候灾害风险的感知促进气候适应性生产行为；Amolegbe et al. (2026)研究尼日利亚数字知识与电商估值。","《Journal of Integrative Agriculture》2026专刊","2026-09-17T00:00:00Z",79,{"impact":19,"substance":18,"depth":146,"authority":147,"freshness":58,"relevant":21,"comment":148},19,14,"国际期刊专刊导论，汇集多国小农户数字化实证研究，方法扎实、结论具反思性，对农业信息化研究与实践有参考价值。",[150],{"name":142,"url":140},[27,28,152,153,154],"数字素养","小农户","数字鸿沟",{"code":156,"slug":157,"name":158,"path":159,"parent_code":93},"G2","farm-services","社会化服务与规模经营","\u002Ftopic\u002Frural-services\u002Ffarm-services",[],{"status":89,"locked":14,"version":34,"method":35,"evidence":162},{"candidates":163,"agricultural_evidence":49},[164,170,176,182,186,190],{"code":156,"score":165,"supported":49,"title":166,"abstract":168,"tags":169},12,[167],"smallholder",[153],[153],{"code":171,"score":40,"supported":49,"title":172,"abstract":173,"tags":175},"G6",[],[174],"农户收入",[],{"code":177,"score":40,"supported":49,"title":178,"abstract":179,"tags":181},"H7",[],[180],"气候适应",[],{"code":114,"score":4,"supported":14,"title":183,"abstract":184,"tags":185},[],[],[152,154],{"code":39,"score":21,"supported":14,"title":187,"abstract":188,"tags":189},[],[],[28],{"code":45,"score":21,"supported":14,"title":191,"abstract":192,"tags":193},[],[],[27],[195,196],"Journal of Integrative Agriculture 数字农业 专刊","易地搬迁农户 数字技术 收入稳定性","JournalofIntegrativeAgriculture数字农业专刊-3327","10.1016\u002Fj.jia.2026.04.021.pdf",{"doi":198,"openalex_id":8,"authors":200,"venue":8,"cited_by_count":128,"oa_url":8,"card":201,"direction":133,"ingested_from":206},[],{"tldr":202,"method":203,"finding":204,"direction":133,"opportunity":205},"该专刊导论综述小农户农业数字化的采纳与影响，涵盖中国及尼日利亚的多项实证研究。","基于面板数据、倾向得分匹配等方法的专刊导论，整合多国小农户实证研究。","数字技术可提升收入稳定性，但也可能增加化肥支出，数字化影响具有复杂性。","可深入探究数字技术对不同农户群体的异质性影响及化肥增投的机制与调控路径。","agent","2026-09-24T00:04:03.016677Z",{"id":209,"title":210,"url":211,"summary":212,"summary_zh":8,"content":8,"source_name":213,"source_url":211,"published_at":214,"category":68,"cover_url":8,"hotness":13,"is_selected":14,"score":215,"score_detail":216,"sources":219,"tags":221,"primary_topic":225,"secondary_topics":226,"classification":227,"search_phrases":239,"slug":242,"view_count":128,"doi":243,"paper":244,"created_at":259},5579,"A Composite Field-Evaluation Framework for Digital Agriculture Maps","https:\u002F\u002Fdoi.org\u002F10.21203\u002Frs.3.rs-11283264\u002Fv1","A Composite Field-Evaluation Framework for Digital Agriculture Maps。Research Square","Research Square","2026-10-21T00:00:00Z",38,{"impact":217,"substance":58,"depth":217,"authority":58,"freshness":13,"relevant":21,"comment":218},8,"预印本提出数字农业地图的田间复合评估框架，方法有一定新意，但摘要信息极少、未经同行评审，公共影响有限，暂不宜进入每日精选。",[220],{"name":213,"url":211},[27,222,223,224],"农业信息化","遥感","地图评估",{"code":45,"slug":83,"name":84,"path":85,"parent_code":86},[],{"status":89,"locked":14,"version":34,"method":35,"evidence":228},{"candidates":229,"agricultural_evidence":49},[230,234],{"code":45,"score":73,"supported":49,"title":231,"abstract":232,"tags":233},[102],[102],[222,27],{"code":235,"score":21,"supported":14,"title":236,"abstract":237,"tags":238},"I3",[],[],[223],[240,241],"Research Square 数字农业","农业信息化 地图评估 数字农业 遥感","ResearchSquare数字农业-5579","10.21203\u002Frs.3.rs-11283264\u002Fv1",{"doi":243,"openalex_id":245,"authors":246,"venue":213,"cited_by_count":128,"oa_url":211,"card":8,"direction":133,"ingested_from":135},"W7223099987",[247,250,253,256],{"name":248,"orcid":249},"Phillip Lanza","https:\u002F\u002Forcid.org\u002F0000-0002-5545-1744",{"name":251,"orcid":252},"David G. Rossiter","https:\u002F\u002Forcid.org\u002F0000-0003-4558-1286",{"name":254,"orcid":255},"Diana Stuart Sinton","https:\u002F\u002Forcid.org\u002F0000-0001-5828-9001",{"name":257,"orcid":258},"Louis Longchamps","https:\u002F\u002Forcid.org\u002F0000-0002-4761-6094","2026-10-22T11:20:47.463814Z",{"id":261,"title":262,"url":263,"summary":264,"summary_zh":265,"content":8,"source_name":266,"source_url":263,"published_at":214,"category":68,"cover_url":8,"hotness":13,"is_selected":14,"score":15,"score_detail":267,"sources":269,"tags":271,"primary_topic":276,"secondary_topics":277,"classification":278,"search_phrases":295,"slug":298,"view_count":128,"doi":299,"paper":300,"created_at":312},5578,"Unlocking digital agriculture through new quality productive forces: nonlinear thresholds and spatial spillovers in China","https:\u002F\u002Fdoi.org\u002F10.1057\u002Fs41599-026-09510-z","New quality productive forces (NQPF) critically enable agricultural digitisation. Using China as a case study, this paper employs panel data from 284 prefecture-level cities in China from 2011 to 2022. The results show that NQPF has a significant promoting effect on agricultural digital transformation and exhibits positive spatial spillover effects, driving not only local transformation but also the development of surrounding regions. Labour skills and innovation capacity play mediating roles in this process. Notably, the enabling effect of NQPF on agricultural digitisation displays significant regional heterogeneity. Threshold analysis indicates that its promoting effect follows a non-linear pattern, characterised by a double threshold effect. Therefore, the development of NQPF should be accelerated, with emphasis placed on regional coordination and talent cultivation, to promote the sustained and in-depth advancement of agricultural digital transformation in accordance with local conditions.","新质生产力（New Quality Productive Forces, NQPF）对农业数字化具有关键赋能作用。本文以中国为案例，采用2011—2022年中国284个地级市的面板数据。结果表明，新质生产力对农业数字化转型具有显著促进作用，并呈现正向空间溢出效应，不仅推动本地转型，也带动周边地区发展。劳动技能与创新能力在这一过程中发挥中介作用。值得注意的是，新质生产力对农业数字化的赋能效应表现出显著的区域异质性。门槛分析表明，其促进作用呈非线性特征，表现为双重门槛效应。因此，应加快新质生产力发展，注重区域协调与人才培养，因地制宜推动农业数字化转型持续深入推进。","Humanities and Social Sciences Communications",{"impact":19,"substance":18,"depth":19,"authority":147,"freshness":74,"relevant":21,"comment":268},"基于284个地级市面板数据的实证研究，揭示新质生产力对农业数字化的非线性门槛与空间溢出效应，方法规范、结论有政策参考价值，值得进入每日精选。",[270],{"name":266,"url":263},[27,272,273,274,275],"新质生产力","空间溢出","区域协调","农业数字化转型",{"code":45,"slug":83,"name":84,"path":85,"parent_code":86},[],{"status":89,"locked":14,"version":34,"method":35,"evidence":279},{"candidates":280,"agricultural_evidence":49},[281,285,290],{"code":45,"score":13,"supported":49,"title":282,"abstract":283,"tags":284},[102],[],[275,27],{"code":286,"score":21,"supported":14,"title":287,"abstract":288,"tags":289},"I4",[],[],[273],{"code":291,"score":21,"supported":14,"title":292,"abstract":293,"tags":294},"J2",[],[],[272],[296,297],"新质生产力 农业数字化","地级市 面板数据","新质生产力农业数字化-5578","10.1057\u002Fs41599-026-09510-z",{"doi":299,"openalex_id":301,"authors":302,"venue":266,"cited_by_count":128,"oa_url":263,"card":307,"direction":133,"ingested_from":135},"W7221723385",[303,305],{"name":304,"orcid":8},"Qingqing Huang",{"name":306,"orcid":8},"Wenjing Guo",{"tldr":308,"method":309,"finding":310,"direction":133,"opportunity":311},"基于中国284个地级市面板数据，检验新质生产力对农业数字化的促进、空间溢出与门槛效应。","2011—2022年284个地级市面板数据，空间计量与门槛回归，中介效应检验。","新质生产力显著促进农业数字化并具正向空间溢出，存在双门槛非线性效应与区域异质性。","可深入探究新质生产力影响农业数字化的微观机制，以及不同区域门槛条件下的差异化政策路径。","2026-10-22T11:20:47.354744Z",{"id":314,"title":315,"url":316,"summary":317,"summary_zh":8,"content":8,"source_name":318,"source_url":8,"published_at":319,"category":68,"cover_url":8,"hotness":13,"is_selected":14,"score":320,"score_detail":321,"sources":323,"tags":325,"primary_topic":8,"secondary_topics":329,"classification":330,"search_phrases":345,"slug":348,"view_count":128,"doi":349,"paper":350,"created_at":357},5530,"农户参与契约链与数字链的程度与耦合协调：来自中国农户的证据","https:\u002F\u002Flink.springer.com\u002Farticle\u002F10.1057\u002Fs41599-026-09019-5","基于中国农村振兴调查数据，构建熵权法指数体系测量农户参与契约链与数字链的深度，并用耦合协调模型评估二者互动。结果显示两类链条参与水平均偏低，数字链参与普遍高于契约链，耦合协调度处于「轻微不协调」区间；东部数字链参与较高但契约链较弱导致协调度偏低，南部地区因双重优势协调度更高。","Humanities and Social Sciences Communications 2026-10-16","2026-10-16T00:00:00Z",78,{"impact":19,"substance":18,"depth":19,"authority":147,"freshness":58,"relevant":21,"comment":322},"基于全国农户调查的实证研究，揭示契约链与数字链参与偏低及区域协调差异，对数字乡村建设有参考价值。",[324],{"name":318,"url":316},[28,79,326,327,328],"耦合协调","农户参与","契约农业",[],{"status":33,"locked":14,"version":34,"method":35,"evidence":331},{"candidates":332,"agricultural_evidence":49,"reason":50},[333,337,341],{"code":39,"score":21,"supported":14,"title":334,"abstract":335,"tags":336},[],[],[28],{"code":286,"score":21,"supported":14,"title":338,"abstract":339,"tags":340},[],[],[326],{"code":114,"score":21,"supported":14,"title":342,"abstract":343,"tags":344},[],[],[79],[346,347],"中国农户 契约链 数字链","农村振兴调查 耦合协调","中国农户契约链数字链-5530","10.1057\u002Fs41599-026-09019-5",{"doi":349,"openalex_id":8,"authors":351,"venue":8,"cited_by_count":128,"oa_url":8,"card":352,"direction":133,"ingested_from":206},[],{"tldr":353,"method":354,"finding":355,"direction":133,"opportunity":356},"基于中国农户调查数据，测度农户参与契约链与数字链的程度及其耦合协调关系。","中国农村振兴调查数据，熵权法构建指数，耦合协调模型评估互动。","两类链条参与均偏低，数字链高于契约链，耦合协调度处于轻微不协调区间。","可探究数字链领先而契约链滞后的成因，及区域差异下提升耦合协调的干预路径。","2026-10-22T00:07:09.568955Z",{"id":359,"title":360,"url":361,"summary":362,"summary_zh":8,"content":8,"source_name":363,"source_url":8,"published_at":364,"category":68,"cover_url":8,"hotness":13,"is_selected":14,"score":365,"score_detail":366,"sources":368,"tags":370,"primary_topic":374,"secondary_topics":379,"classification":380,"search_phrases":401,"slug":404,"view_count":128,"doi":405,"paper":406,"created_at":413},5529,"数字农业技术采纳的驱动因素与障碍：基于复杂网络与演化博弈的分析","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1894648\u002Ffull","文章从演化博弈视角构建数字农业技术采纳的驱动与阻碍机制框架，系统梳理影响农户采纳数字农业技术的关键因素与障碍路径。研究强调通用大模型难以直接满足专业知识、结果依据与溯源能力要求，为政策设计提供了技术采纳侧的理论依据。","Frontiers in Sustainable Food Systems 2026-10-19","2026-10-19T00:00:00Z",67,{"impact":165,"substance":19,"depth":71,"authority":73,"freshness":217,"relevant":21,"comment":367},"从演化博弈视角分析农户采纳数字农业技术的驱动与障碍，方法有新意、结论有政策参考价值，但属理论性论文，影响范围限于细分领域。",[369],{"name":363,"url":361},[27,371,372,373],"智慧农业","技术采纳","农户行为",{"code":375,"slug":376,"name":377,"path":378,"parent_code":86},"I2","agricultural-ai","农业AI与大模型","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-ai",[],{"status":89,"locked":14,"version":34,"method":35,"evidence":381},{"candidates":382,"agricultural_evidence":49},[383,387,392,397],{"code":45,"score":73,"supported":49,"title":384,"abstract":385,"tags":386},[27],[27],[27,371],{"code":375,"score":40,"supported":49,"title":388,"abstract":389,"tags":391},[],[390],"大模型",[],{"code":393,"score":21,"supported":14,"title":394,"abstract":395,"tags":396},"G1",[],[],[372],{"code":156,"score":21,"supported":14,"title":398,"abstract":399,"tags":400},[],[],[373],[402,403],"数字农业 技术采纳 演化博弈","农户行为 技术采纳 数字农业 智慧农业","数字农业技术采纳演化博弈-5529","10.3389\u002Ffsufs.2026.1894648\u002Ffull",{"doi":405,"openalex_id":8,"authors":407,"venue":8,"cited_by_count":128,"oa_url":8,"card":408,"direction":133,"ingested_from":206},[],{"tldr":409,"method":410,"finding":411,"direction":133,"opportunity":412},"构建演化博弈框架分析农户采纳数字农业技术的驱动因素与障碍路径。","演化博弈建模与复杂网络分析，梳理采纳影响因素。","通用大模型难以满足专业知识、结果依据与溯源要求，需政策引导。","可结合实证数据检验博弈模型，并探索面向溯源与专业知识的专用农业模型设计。","2026-10-22T00:07:09.498742Z"]