[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-5457":3,"related-5457":78},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":8,"source_name":9,"source_url":8,"published_at":10,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":14,"score_detail":15,"sources":23,"tags":25,"primary_topic":30,"secondary_topics":36,"classification":37,"search_phrases":62,"slug":65,"view_count":66,"doi":67,"paper":68,"created_at":77},5457,"数字化水平、农业社会化服务对农业现代化的影响 (Impact of Digitalization and Agricultural Socialized Services on Agricultural Modernization)","http:\u002F\u002Fzgnjhxb.niam.com.cn\u002FCN\u002F10.13733\u002Fj.jcam.issn.2095-5553.2026.10.031","基于2013—2023年30个省份面板数据，熵值TOPSIS法测度农业现代化指数，双向固定效应模型检验机制。数字化显著促进农业现代化，经市场化水平传导，农业社会化服务起调节作用。对非粮食主产区显著，对主产区不显著。",null,"中国农机化学报 2026-10-20","2026-10-20T00:00:00Z","论文",10,false,78,{"impact":16,"substance":17,"depth":18,"authority":19,"freshness":20,"relevant":21,"comment":22},18,21,17,13,9,1,"基于30省十年面板数据的实证研究，方法规范、结论有政策参考价值，但属学术论文而非产业事件，适合精选但非头条。",[24],{"name":9,"url":6},[26,27,28,29],"数字乡村","省级面板","农业现代化","农业社会化服务",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},"G2","farm-services","社会化服务与规模经营","\u002Ftopic\u002Frural-services\u002Ffarm-services","G",[],{"status":38,"locked":13,"version":39,"method":40,"evidence":41},"classified","2026-10-22.2","rules",{"candidates":42,"agricultural_evidence":46},[43,51,57],{"code":44,"score":45,"supported":46,"title":47,"abstract":49,"tags":50},"J2",20,true,[28,48],"agricultural modernization",[28],[28],{"code":31,"score":52,"supported":46,"title":53,"abstract":55,"tags":56},12,[54],"社会化服务",[54],[29],{"code":58,"score":21,"supported":13,"title":59,"abstract":60,"tags":61},"I6",[],[],[26],[63,64],"数字化 农业社会化服务 农业现代化","熵值TOPSIS 农业现代化指数","数字化农业社会化服务农业现代化-5457",0,"10.13733\u002Fj.jcam.issn.2095-5553.2026.10.031",{"doi":67,"openalex_id":8,"authors":69,"venue":8,"cited_by_count":66,"oa_url":8,"card":70,"direction":74,"ingested_from":76},[],{"tldr":71,"method":72,"finding":73,"direction":74,"opportunity":75},"用省级面板数据检验数字化对农业现代化的促进机制。","2013—2023年30省面板数据，熵值TOPSIS测度，双向固定效应模型。","数字化显著促进农业现代化，经市场化传导，社会化服务起调节作用，主产区不显著。","数字乡村与农业信息化","可探究粮食主产区数字化效应不显著的成因，及社会化服务与数字化的协同机制。","agent","2026-10-21T00:10:07.928719Z",{"total":79,"page":21,"page_size":79,"items":80},6,[81,142,244,288,340,386],{"id":82,"title":83,"url":84,"summary":85,"summary_zh":86,"content":8,"source_name":87,"source_url":84,"published_at":88,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":89,"score_detail":90,"sources":93,"tags":95,"primary_topic":99,"secondary_topics":100,"classification":101,"search_phrases":122,"slug":125,"view_count":126,"doi":127,"paper":128,"created_at":141},3678,"An exploration of sustainable scaled-up operations for smallholder farms in China: drawing on international experience","https:\u002F\u002Fdoi.org\u002F10.1080\u002F23311932.2026.2736893","China’s persistent smallholder farming structure presents a major challenge for agricultural modernisation. This study adopts a farm management perspective, using smallholder farmers as the main micro-level analytical unit, to explore viable paths for achieving sustainable agricultural structural transformation in China. The core contradiction facing China’s agricultural development—the ‘Smallholder Dilemma’—is conceptualised as four interrelated structural constraints: insufficient cropland per household unit, fragmentation of land holdings leading to a significant increase in production costs, acceleration of land de-agriculture, and systematic failure of land mobility policies. International comparative analyses suggest that major advances in agricultural modernisation have often occurred alongside improvements in land governance, market institutions, agricultural service systems, and the organisation of production; however, the country cases do not establish a universal causal sequence or a directly transferable quantitative benchmark. Based on these findings, this study proposes a three-stage institutional framework tailored to China’s context. The framework emphasises improving land transfer and service-market mechanisms in the short term, establishing a rights-protective and voluntary push–pull mechanism to support agricultural transition in the medium term, and promoting diversified agricultural production entities and organisational innovation in the long term.","中国持续存在的小农经营结构对农业现代化构成重大挑战。本研究从农场管理视角出发，以小农作为主要微观分析单元，探讨中国实现可持续农业结构转型的可行路径。中国农业发展面临的核心矛盾——“小农困境”——被概念化为四个相互关联的结构性约束：户均耕地不足、土地细碎化导致生产成本显著上升、土地去农业化加速，以及土地流转政策的系统性失灵。国际比较分析表明，农业现代化的重大进展往往伴随着土地治理、市场制度、农业服务体系和生产组织的改善；然而，国别案例并不能确立普遍的因果顺序或可直接移植的量化基准。基于上述发现，本研究提出了一个针对中国情境的三阶段制度框架。该框架强调：短期内完善土地流转和服务市场机制；中期建立权利保障型和自愿性的推拉机制以支持农业转型；长期促进多元化农业生产主体和组织创新。","Cogent Food & 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智慧农业与小农户有机衔接","https:\u002F\u002Fwww.thepaper.cn\u002FnewsDetail_forward_34116699","专家解读文章指出：近年来农机北斗终端实现快速规模化推广，截至2025年底累计推广超350万台套。各类农业社会化服务组织加速布点，通过集采智能装备、统一调度作业、提供菜单式服务，将智能农机、无人机植保、精准施肥等先进技术和装备转化为小农户点单即享的标准化服务。十五五时期是基本实现农业农村现代化的关键时期，《加快农业农村现代化十五五规划》明确要推进人工智能运用和智慧农业发展；农业大模型、智能装备加速在生物育种、农情监测、生产管理、动植物疫病识别与防控、产量预测等场景落地。","习近平总书记高度重视数字乡村建设和智慧农业发展，作出重要指示强调，“瞄准农业现代化主攻方向，提高农业生产智能化、经营网络化水平，帮助广大农民增加收入”“要用好现代信息技术，创新乡村治理方式，提高乡村善治水平”。2019年，中共中央办公厅、国务院办公厅印发了《数字乡村发展战略纲要》。此后，中央一号文件连续八年对推进数字乡村和智慧农业作出重要部署。各地区各有关部门持续推进数字技术与农业生产、乡村生活日益融合，数字乡村建设和智慧农业发展取得重要阶段性成效。近日，国家互联网信息办公室、农业农村部联合发布《中国数字乡村发展报告（2019—2025年）》（以下简称《报告》），系统总结了七年来我国数字乡村发展的成就和经验。《报告》立足新形势新要求，展示了以信息基础设施为底座、数据资源体系为核心、智慧农业与乡村数字经济为重点、数字文化与数字治理为支撑、信息服务与智慧美丽乡村为拓展、政策机制与人才队伍为保障的体系化发展路径。该《报告》不仅为全面了解发展成效、科学谋划“十五五”数字乡村发展蓝图提供了重要参考，也积极回应各方关切，向国际社会展示了我国借助数字技术推动农业与乡村治理数智化转型的经验。回顾七年历程，智慧农业作为数字乡村建设的重要内容，已由试点探索转向快速起步、由点状突破迈向系统推进，正乘“数”而上，向“智”而行，为推进农业农村现代化提供有力支撑。\n\n一、智慧农业正从“盆景”走向“风景”\n\n数字乡村涵盖乡村经济、治理、文化、服务等多个维度，内涵丰富。《报告》提出，智慧农业是“农业新质生产力的重要内容，是乡村产业数字化的关键着力点”。智慧农业为数字乡村高质量发展提供了坚实的产业支撑，成为推动数字乡村发展的关键动能。《报告》显示，七年的探索推进和快速发展，推动智慧农业实现了“四个跨越”。\n\n第一，智慧农业基础设施实现从“基础覆盖”到“深化赋能”的跨越。完善的网络基础设施为智慧农业在田间地头、池塘圈舍的落地拓展提供了基础支撑。截至2025年底，农村地区互联网普及率达69.5%，较2018年底提升31.1个百分点。传统基础设施数字化为智慧农业提供了更加坚实的硬件底座和场景支撑，农村水利、农田、电网、公路及寄递物流等持续升级完善。农业数据资源日益丰富，为智慧农业落地应用提供了基础资源和创新引擎，“天空地一体化”监测网络等新型基础设施加快建设，全国农产品批发市场价格信息等涉农数据开发利用不断深入。\n\n第二，关键技术装备实现从“基础”到“核心”的跨越。智能农机装备研发应用取得重要进展，新一代信息技术与农业装备深度融合，正推动农业生产方式从“靠天吃饭”向“知天而作”加速转变。产学研用相衔接的智慧农业创新体系加快形成，支撑取得一批关键智慧农业技术装备创新成果。《报告》显示，截至2025年底，累计建设智慧农业创新中心、分中心34个，智慧农业创新应用项目116个，104项关键智慧农业技术和62项整机智能装备研发取得突破。智慧农业技术装备质量管控更加严格、应用推广不断拓展，布局建设国家农机装备产业计量测试中心，强化农机装备产业计算测试技术研究与应用。\n\n第三，主要产业数字化实现从“单点试验”到“面上推广”的跨越。大田种植领域，天空地一体化农情感知与数据驱动模式初步构建，实现水稻、小麦、玉米苗情长势动态监测。截至2025年底，累计推广应用各类农机北斗终端超350万台套，农用无人机保有量超过30万架、年作业面积突破4.6亿亩。智能农机共享租赁加速普及。畜禽养殖领域，精准饲喂、环境控制、行为分析等智能技术广泛应用于生猪养殖和家禽立体高效养殖中。全国659个动物防疫通道纳入信息化管理，动物检疫监督更加智能化、便捷化和高效化。渔业领域，数字技术持续赋能多元化养殖模式，智能化网箱设备、投料机器人等智能装备加速迭代，海洋养殖智能化水平不断提升。\n\n第四，粮食安全保障实现从“人工管控”到“数智赋能”的跨越。粮食安全是“国之大者”，数智技术正在为其构筑起坚实保障。在耕地保护方面，“三区三线”等“一张图”相关基础数据库进一步完善，让“藏粮于地”有了更坚实的数据底座，助力守牢18亿亩耕地红线。在种业振兴方面，中国种业大数据平台建成运行，全国农作物种质资源信息平台已上线58.8万份国家级库圃种质资源信息，为育种创新提供了坚实的资源基础。在防灾减损领域，气象预警信息全面接入全国123万个应急广播终端并在16个省份386个市县试行开展“闪信”技术应用，以气象预警为先导的应急响应联动机制更加健全。在仓储方面，借助数字化仓储技术，粮库储粮周期内综合损耗率控制在1%以内，支撑节粮减损效果明显。从种到收、从田间到粮仓，数智技术正在全链条赋能国家粮食安全保障体系。\n\n二、智慧农业发展需要坚定走好符合国情农情的路子\n\n七年来，在信息革命加速农业深刻变革的进程中，智慧农业加快发展、数字乡村建设深入推进，推动农业成为更有奔头的产业、农村成为更加宜居宜业的家园，为网络强国、农业强国建设贡献了重要力量。回顾七年实践，我们进一步深化了对智慧农业发展的规律性认识。\n\n一是政府引导与市场机制协同发力。党中央、国务院印发的《加快建设农业强国规划（2024—2035年）》、农业农村部印发的《关于大力发展智慧农业的指导意见》《全国智慧农业行动计划（2024—2028年）》等文件构建了智慧农业“四梁八柱”。七年来，从智慧农业创新中心布局到创新应用项目建设实施，从主推技术遴选、典型案例推介到智慧农业创新大赛，政府的“有形之手”在搭建平台、降低门槛、推动产业化等方面发挥了重要作用。同时，平台经济等推动拓展创业空间，返乡青年、家庭农场、农民合作社和农村个体商户以平台化方式进入市场、链接消费和重构经营模式，农村电商、数字服务等新业态加速发展，市场的“无形之手”进一步增强了智慧农业发展的动力活力。\n\n二是技术创新与农情农艺深度结合。农业不同于工业、农村不同于城市，发展智慧农业、建设数字乡村必须坚持问题导向、应用导向，走适宜化、低成本、易操作的技术路线。近年来，农机北斗终端实现快速规模化推广，在于其有效契合了播种、收获等关键环节的实际生产需求，让农民“用得上、用得起、用得好”。\n\n三是智慧农业与小农户有机衔接。“大国小农”的基本国情农情决定了智慧农业要实现大规模落地应用，必须坚持让小农户共享数字红利的现实路径。各类农业社会化服务组织加速布点，通过集采智能装备、统一调度作业、提供“菜单式”服务，将智能农机、无人机植保、精准施肥等先进技术和装备转化为小农户“点单即享”的标准化服务，有效破解小农户“买不起、用不好”的难题。以社会化服务为纽带，智慧农业正成为促进小农户与现代农业发展有机衔接的重要手段。\n\n三、奋力推进“十五五”时期智慧农业建设\n\n“十五五”时期是基本实现农业农村现代化的关键时期。展望未来五年，数字乡村将加快迈向数智乡村，智慧农业建设将进入创新发展、落地见效的关键阶段。《加快农业农村现代化“十五五”规划》明确，要“推进人工智能运用和智慧农业发展”。这要求我们既要总结运用好实践中积累形成的宝贵经验，又要准确把握未来数智技术和农业发展新趋势。\n\n当前，人工智能等数智技术加速演进，深刻重塑农业发展的底层逻辑，为智慧农业发展带来了前所未有的新机遇。一是数据产业加快培育，释放要素价值潜能。数据从支撑农业农村发展的辅助性工具，逐步发展为具有独立价值、可市场化运营的新型生产要素，其基础资源和创新引擎作用日渐显现，数智技术加速内化成为农业农村领域的发展动能，要抓实数据这个根本，进一步加快“统筹部署农业农村数据基础设施”“发展农业农村领域数据产业”。二是应用场景全链拓展，场景驱动成为重要引擎。农业大模型、智能装备加速在生物育种、农情监测、生产管理、动植物疫病识别与防控、产量预测等场景落地，场景驱动技术迭代的效能日益凸显，要打造丰富多样的应用场景，“加快农业人工智能应用场景拓展”。三是新兴产业加快培育，拓展农业发展新空间。智能设计育种、新能源农机、农业低空经济等先导性产业规模化发展，开辟智慧农业高质量发展全新赛道，要从智能育种等产业急需领域做起，加快“培育发展乡村新产业新业态”。\n\n《报告》的发布既是阶段性总结，更是新征程的动员。面向“十五五”，我们要坚决贯彻党中央、国务院关于大力推进“人工智能+”农业的部署要求，在基础设施上强基固本，在关键技术装备上聚力攻坚，在产业数智化上扩面提效，在粮食安全保障上筑牢数字防线，加快推动智慧农业从“点上突破”迈向“面上成势”，从“量的积累”转向“质的跃升”。以智慧农业的创新发展，推动数字乡村高质量发展，为加快农业农村现代化、扎实推进乡村全面振兴注入更加澎湃的数智动能。\n\n作者：李韶民 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终审：刘玉峰","中国农村经济 2026-10-21","2026-10-21T00:00:00Z",82,{"impact":16,"substance":254,"depth":16,"authority":175,"freshness":20,"relevant":21,"comment":255},22,"核心期刊论文，多案例揭示农业产业园促进小农户融入数字化供应链的协同机制与制度逻辑，理论新意足、政策参考价值高，值得进入每日精选。",[257],{"name":250,"url":247},[26,96,259,260,261],"制度逻辑","数字化供应链","农业产业园",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":13,"version":39,"method":40,"evidence":265},{"candidates":266,"agricultural_evidence":46},[267,271],{"code":31,"score":52,"supported":46,"title":268,"abstract":269,"tags":270},[96],[96],[96],{"code":58,"score":21,"supported":13,"title":272,"abstract":273,"tags":274},[],[],[26],[276,277],"农业产业园 小农户 数字化供应链","大荔县 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浙江大学区域协调发展研究中心 2026 年 10 月 12 日","2026-10-12T00:00:00Z",74,{"impact":254,"substance":16,"depth":297,"authority":52,"freshness":79,"relevant":21,"comment":298},16,"权威学者在省级党报提出的双链耦合理论框架，对现代农业产业体系建设有参考价值，但属观点性文章、时效稍弱。",[300],{"name":293,"url":291},[26,302,303,304,305],"全产业链","现代农业","双链耦合","农业科技链",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":13,"version":39,"method":40,"evidence":309},{"candidates":310,"agricultural_evidence":46},[311,316,320,324],{"code":35,"score":117,"supported":46,"title":312,"abstract":313,"tags":315},[],[314],"农村发展",[],{"code":31,"score":117,"supported":46,"title":317,"abstract":318,"tags":319},[],[96],[],{"code":58,"score":21,"supported":13,"title":321,"abstract":322,"tags":323},[],[],[26],{"code":44,"score":21,"supported":13,"title":325,"abstract":326,"tags":327},[],[],[303],[329,330],"黄祖辉 双链耦合 现代农业","浙江日报 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transformation","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1966579","The rapid digitalization of food retail through private quick commerce platforms has transformed urban food consumption patterns in India. Despite the investments in digital infrastructure, Uzhavar Sandhai (Farmers Market), a farmer-to-consumer direct marketing system in Tamil Nadu, is still limited to traditional physical markets. This study suggests a strategic rethinking of Farmers Market as a public quick commerce infrastructure layer, incorporating digital marketplaces, hyperlocal logistics and cooperative governance to boost farmer market competitiveness and promote public value, food system resilience and equitable digital market access. In this study, the Farmers Market Digital Platform model is developed by applying the conceptual policy design approach to convert the Farmers Market platform into a decentralized public quick commerce network. This study identifies the institutional, technological and governance reforms necessary to support the digital transformation of farmer markets using publicly governed digital infrastructure. This reorientation of Farmers Market to public digital infrastructure could form the policy roadmap for platformization of agriculture in Tamil Nadu, which would benefit small farmers, urban consumers, and municipalities and help alleviate inefficiencies in supply chains. As a conceptual policy framework, the proposed model has not been empirically tested and requires future pilot implementation and validation before adoption. The study contributes to the evolving literature on agricultural digitalization by offering a vision for the potential redesign of existing public agricultural markets as digitally enabled public service infrastructure, which can enhance farmer welfare and urban food system resilience.","印度食品零售通过私营即时商务平台的快速数字化，已改变了城市食品消费模式。尽管在数字基础设施方面已有投入，泰米尔纳德邦的“乌扎瓦尔桑代”（Uzhavar Sandhai，即农民市场）——一种农民对消费者的直接营销体系——仍局限于传统的实体市场。本研究建议对农民市场进行战略性的重新思考，将其打造为公共即时商务基础设施层，融合数字市场、超本地物流与合作治理，以提升农民市场的竞争力，并促进公共价值、食物系统韧性以及公平的数字市场准入。本研究运用概念性政策设计方法，构建了农民市场数字平台模型，将农民市场平台转化为去中心化的公共即时商务网络。本研究识别了支持农民市场数字化转型所必需的制度、技术与治理改革，以依托公共治理的数字基础设施加以推进。将农民市场重新定位为公共数字基础设施，可为泰米尔纳德邦农业的平台化提供政策路线图，惠及小农户、城市消费者和市政当局，并有助于缓解供应链中的低效问题。作为一个概念性政策框架，所提出的模型尚未经过实证检验，在采纳之前需要未来的试点实施与验证。本研究为农业数字化领域不断发展的文献作出了贡献，提出了一种愿景，即把现有公共农业市场重新设计为数字赋能的公共服务基础设施，从而提升农民福利与城市食物系统韧性。","Frontiers in Sustainable Food Systems","2026-10-13T00:00:00Z",76,{"impact":297,"substance":17,"depth":18,"authority":19,"freshness":20,"relevant":21,"comment":396},"提出将农民市场重构为公共即时零售数字基础设施的政策框架，视角新颖但属概念性研究、未经实证检验，对国内农业数字化政策设计有借鉴价值。",[398],{"name":392,"url":389},[26,400,401,402,403],"农产品流通","农民合作社","农业平台化","公共数字基础设施",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":13,"version":39,"method":40,"evidence":407},{"candidates":408,"agricultural_evidence":46},[409,413,418],{"code":31,"score":111,"supported":46,"title":410,"abstract":411,"tags":412},[],[96],[401],{"code":414,"score":21,"supported":13,"title":415,"abstract":416,"tags":417},"E5",[],[],[400],{"code":58,"score":21,"supported":13,"title":419,"abstract":420,"tags":421},[],[],[26],[423,424],"Uzhavar Sandhai 农民市场","Tamil Nadu 农业数字化","UzhavarSandhai农民市场-4868","10.3389\u002Ffsufs.2026.1966579",{"doi":426,"openalex_id":428,"authors":429,"venue":392,"cited_by_count":66,"oa_url":435,"card":436,"direction":74,"ingested_from":140},"W7221594564",[430,432],{"name":431,"orcid":8},"Arunachalam Panchatcharam SriVidhya",{"name":433,"orcid":434},"Paul J. Mansingh","https:\u002F\u002Forcid.org\u002F0000-0003-3423-8618","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1966579\u002Fpdf",{"tldr":437,"method":438,"finding":439,"direction":74,"opportunity":440},"提出将印度农民市场重构为公共快速商业基础设施的政策框架。","概念性政策设计方法，构建农民市场数字平台模型。","需制度、技术与治理改革，将农民市场转为去中心化公共快速商业网络。","该框架未经实证，可开展试点验证，并探索公共数字平台对小农福利与供应链效率的影响。","2026-10-14T23:30:06.797196Z"]