[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-683":3,"related-683":66},{"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":24,"tags":26,"primary_topic":31,"secondary_topics":37,"classification":38,"search_phrases":60,"slug":63,"view_count":64,"doi":8,"paper":8,"created_at":65},683,"人工智能赋能数字乡村建设的技术逻辑、场景适配与实现路径(安徽农业科学 2026年14期)","https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832","南京财经大学管理科学与工程学院张庆民、何腾飞、徐妍发表于《安徽农业科学》2026年14期。AI赋能数字乡村建设的本质是以乡村数据为关键要素、以智能农具为支撑,通过在乡村场景中实现乡村产业、治理、生态、文化、服务等现代化转型,最终推动乡村高质量发展和城乡深度融合。从AI赋能、场景理论与新质生产力视角诠释三个问题:面向农村农业农民AI赋能数字乡村建设的技术逻辑是什么?面对乡村场景的异质性、碎片化与社会责任,如何实现乡村场景的有效适配?应该采用什么样有效路径推进AI赋能数字乡村建设?",null,"[](http:\u002F\u002Fwww.sohu.com\u002F)\n\n[新闻](http:\u002F\u002Fnews.sohu.com\u002F)\n\n[体育](http:\u002F\u002Fsports.sohu.com\u002F)\n\n[汽车](http:\u002F\u002Fauto.sohu.com\u002F)\n\n[房产](http:\u002F\u002Fwww.focus.cn\u002F)\n\n[旅游](http:\u002F\u002Ftravel.sohu.com\u002F)\n\n[教育](http:\u002F\u002Flearning.sohu.com\u002F)\n\n[时尚](http:\u002F\u002Ffashion.sohu.com\u002F)\n\n[科技](http:\u002F\u002Fit.sohu.com\u002F)\n\n[财经](http:\u002F\u002Fbusiness.sohu.com\u002F)\n\n[娱乐](http:\u002F\u002Fyule.sohu.com\u002F)\n\n[母婴](http:\u002F\u002Fbaobao.sohu.com\u002F)\n\n[健康](https:\u002F\u002Fhealthnews.sohu.com\u002F)\n\n[历史](http:\u002F\u002Fhistory.sohu.com\u002F)\n\n[军事](http:\u002F\u002Fmil.sohu.com\u002F)\n\n[美食](http:\u002F\u002Fchihe.sohu.com\u002F)\n\n更多\n\n[文化](http:\u002F\u002Fcul.sohu.com\u002F)[星座](http:\u002F\u002Fastro.sohu.com\u002F)[专题](https:\u002F\u002Fwww.sohu.com\u002Fxchannel\u002FTURBd01EQXhPVGt5)[游戏](http:\u002F\u002Fgame.sohu.com\u002F)[搞笑](http:\u002F\u002Ffun.sohu.com\u002F)[动漫](http:\u002F\u002Facg.sohu.com\u002F)[宠物](http:\u002F\u002Fpets.sohu.com\u002F)\n\n[新闻](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[体育](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[汽车](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[房产](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[旅游](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[教育](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[时尚](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[科技](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[财经](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[娱乐](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[母婴](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[健康](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[历史](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[军事](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[美食](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[文化](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[星座](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[专题](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[游戏](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[搞笑](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[动漫](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n[宠物](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062846836_121106832)\n\n更多\n\n无障碍 关怀版\n\n登录\n\n# 论文推荐｜人工智能赋能数字乡村建设的技术逻辑·场景适配与实现路径\n\n2026-08-14 16:00 来源: [江南水乡生活见闻](https:\u002F\u002Fwww.sohu.com\u002F?spm=smpc.content-abroad.content.1.1787010963308EUR9AMn)\n\n![Image 2](https:\u002F\u002Fstatics.itc.cn\u002Fmptc-mpfe\u002Fimg\u002Farticle\u002Ficon_Wechat.png)\n\n[![Image 3](https:\u002F\u002Fstatics.itc.cn\u002Fmptc-mpfe\u002Fimg\u002Farticle\u002Ficon_Weibo.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https%3A%2F%2Fwww.sohu.com%2Fa%2F1062846836_121106832&title=%E8%AE%BA%E6%96%87%E6%8E%A8%E8%8D%90%EF%BD%9C%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E8%B5%8B%E8%83%BD%E6%95%B0%E5%AD%97%E4%B9%A1%E6%9D%91%E5%BB%BA%E8%AE%BE%E7%9A%84%E6%8A%80%E6%9C%AF%E9%80%BB%E8%BE%91%C2%B7%E5%9C%BA%E6%99%AF%E9%80%82%E9%85%8D%E4%B8%8E%E5%AE%9E%E7%8E%B0%E8%B7%AF%E5%BE%84_%E6%95%B0%E6%8D%AE_%E6%A8%A1%E5%9E%8B&searchPic=true&pic=https:\u002F\u002Fq7.itc.cn\u002Fq_70\u002Fimages03\u002F20260814\u002F3cda606fb9634038bd8aef076e5f20cf.jpeg&appkey=2890110694)[![Image 4](https:\u002F\u002Fstatics.itc.cn\u002Fmptc-mpfe\u002Fimg\u002Farticle\u002Ficon_Space.png)](http:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https%3A%2F%2Fwww.sohu.com%2Fa%2F1062846836_121106832)\n\n![Image 5](https:\u002F\u002Fstatics.itc.cn\u002Fmptc-mpfe\u002Fimg\u002Farticle\u002Ficon_Link.png)\n\n链接复制成功\n\n发布于：北京市\n\n![Image 6: 文章配图-1](https:\u002F\u002Fq7.itc.cn\u002Fq_70\u002Fimages03\u002F20260814\u002F3cda606fb9634038bd8aef076e5f20cf.jpeg)\n\n**作者**：张庆民，何腾飞，徐妍\n\n**单位**：南京财经大学管理科学与工程学院\n\n**简介**：张庆民，男，山东邹城人，副教授，从事数字乡村、农村电商、质量与可持续研究。\n\n**基金项目**：国家社会科学基金一般项目（20BGL182）。\n\n**来源**：《安徽农业科学》2026年14期\n\n**引文格式**：张庆民,何腾飞,徐妍.人工智能赋能数字乡村建设的技术逻辑·场景适配与实现路径[J].安徽农业科学,2026,54(14):206-208.\n\n**OSID开发科学计划**\n\n了解本文更多内容\n\n我国正深入实施“人工智能+”行动，国务院发布的《关于深入实施“人工智能+”行动的意见》（国发〔2025〕11号）从国家层面明确了实施“人工智能+”的行动纲领。以人工智能（AI）为代表的数字技术正深刻重塑着乡村经济社会发展。在《“十四五”数字经济发展规划》《数字乡村发展战略纲要》《乡村全面振兴规划（2024—2027年）》国家战略导向下，数字乡村是乡村振兴的战略方向，也是建设数字中国的重要内容。AI赋能数字乡村建设的本质是以乡村数据为关键要素，以智能农具为支撑，通过在乡村场景中实现乡村产业、治理、生态、文化、服务等现代化转型，最终推动乡村的高质量发展和城乡深度融合。AI正是通过系统性重组数据、技术、资本等要素，并引致生产关系的适应性变革，从而驱动数字乡村建设实现从数字化到数智化的质变。\n\n针对AI与数字乡村的研究，学界除了关注数字乡村建设、数字乡村测度与影响外，也从AI视角对乡村振兴或数字乡村进行探讨。既有AI助推乡村振兴发展的内在逻辑、困境、现状与路径，又有聚焦AI促进乡村文化振兴的研究。有关AI与数字乡村建设，已有研究探讨AI赋能数字乡村建设的价值、障碍与路径、理论逻辑与实践路径、治理逻辑，但没有涉及AI技术及场景逻辑。笔者在现有文献研究和实践调研的基础上，从AI赋能、场景理论与新质生产力视角诠释以下问题：第一，面向农村农业农民，AI赋能数字乡村建设的技术逻辑是什么？第二，面对乡村场景的异质性、碎片化与社会责任，如何实现乡村场景的有效适配？第三，应该采用什么样有效路径推进AI赋能数字乡村建设？\n\n[_展开全文_](javascript:;)\n\n![Image 7: 文章配图-2](https:\u002F\u002Fq8.itc.cn\u002Fq_70\u002Fimages03\u002F20260814\u002Fa6c0f44dd679459589cce0f7b9c7c8bc.png)\n\n1\n\n**AI赋能数字乡村建设的技术逻辑**\n\nAI赋能理论即利用AI技术为传统行业、系统、流程或服务赋予新的能力，从而提升效率、优化决策、降低成本，并创造新的价值，其本质是“基于数据驱动赋予系统自动化、智能化的能力”。该技术逻辑遵循通过AI与大数据、云计算、物联网等技术深度融合，实现从“经验驱动”向“数据驱动”和“智能驱动”的转变。早期的数字乡村建设多遵循“信息共享”与“连接展示”的技术逻辑，其核心在于通过信息化手段实现资源的互联与呈现。然而，AI赋能并非对这一逻辑的简单延伸，而是驱动其发生根本性的技术范式跃迁，即从单向的“连接—展示”迈向“感知—决策—应用”的闭环智能系统。这一转型的核心在于重构乡村发展的“数据、模型、算力”的底层运作逻辑，其关键是从“技术辅助农民”的工具性思维演进为“人机智能协同共生”的适农化、智能化、拟人化的生态发展理念，最终服务于乡村全面振兴。\n\n**1.1 AI数据模型的适农化逻辑**\n\n适农化指AI适应中国农村农业农民的具体实践，通过本土化乡村大数据沉淀，为农业生产与乡村治理提供精准、可行的智能化解决方案，其关键在于实现从大数据、通用大模型到地域性行业大数据、垂直大模型的转变。当前，涉农数据是AI适农化的基础瓶颈。数据是训练AI模型的基石，其质量直接决定智能应用的效能。农村地区数据生态面临显著挑战：首先，基础设施滞后导致数据采集端存在短板，致使数据在源头上面临准确性、连续性与完整性问题。其次，数据标准化与共享机制缺失，乡村数据多呈零散、异构状态，严重制约跨领域分析与模型训练。为突破此瓶颈，一方面，强化数字新基建，规模化部署物联网、无人机及高精度传感设备，构建空天地一体化的数据采集网络；另一方面，推动数据治理体系化，建立农业数据标准规范，为垂直大模型训练奠定基础。涉农大模型需要面向地域复杂性的本土化训练。通用大模型难以直接应对高度依赖自然环境、地域差异显著的涉农数据，需要开展面向本土知识的垂直大模型并进行深度训练。一是搭建县域数字底座，构建融合地域特异性参数（如土壤成分、病虫害谱系等）的专项数据集；二是建立涉农垂直大模型，对模型进行针对性微调与强化训练，形成适配区域农情的“领域模型”。\n\n**1.2 AI新农具的智能化逻辑**\n\n基于农村农业数据质量的提升与垂直大模型的建立，AI新农具通过感知技术、数据分析和机器学习将农业生产过程中的各个环节进行智能化改造，不仅推动了农业生产的高效化和精准化，而且有效降低农药使用量，提高作物的产量与质量。AI新农具由传统机械化装备向集智能感知、自主决策、精准执行于一体的智能装备体系演进。AI新农具的智能化，远不止是给农具装上传感器，它是一场从“面朝黄土”到“数据驱动”的农业生产方式革命。其核心在于将AI深度融入农业全链条，让机器不仅替代体力，更能进行决策和优化。例如，AI新农具中的无人机与智能机械设备改变了农业生产的传统模式，基于土壤湿度、天气预报、作物需求等数据，AI可以自动调整灌溉系统的运行，确保智能化种植与精确灌溉、智能化监控与数据分析。\n\n**1.3 AI数字农人的拟人化逻辑**\n\n从当前的AI技术发展趋势分析，AI数字农人将是AI赋能数字乡村建设的未来主力军之一。它是利用AI、物联网、大数据、机器人等技术，模拟人类的能感知、会思考、可进化的功能，实现辅助人类在农业生产中进行决策与操作，实现农业智能化、精细化管理的乡村智能体。AI数字农人实现了农业生产中部分人类认知与体力劳动的拟人化替代与增强。首先，AI数字农人通过集成多源传感器（光学、热学等）与遥感平台，实现从“经验判断”到“数据洞察”的升维，其智能感知超越人类感官的数据化洞察。其次，在感知数据基础上，AI数字农人依托机器学习模型与农业知识图谱，基于模型与算法的科学化判断，进行复杂农事的自主决策。最后是智能执行，决策指令通过控制系统驱动智能装备群协同作业。AI数字农人实现了从决策到行动的无缝衔接，其执行过程具有高重复精度、强环境适应性及可长期持续工作等优势，将成为新农人的合作伙伴。AI数字农人的拟人化特质推动了农业生产模式从“人力+经验”主导转向“数据+算法+智能装备”驱动的智慧生产新范式。\n\n可见，AI赋能数字乡村建设的技术逻辑是以 AI适农化（本土化）、AI新农具（智能化）、AI数字农人（拟人化） 为核心的技术重构，共同构筑了数字乡村建设的智能内核。\n\n2\n\n**AI赋能数字乡村建设的场景适配**\n\n2025年11月国务院办公厅印发《关于加快场景培育和开放推动新场景大规模应用的实施意见》，明确指出开放一批和美乡村、数字乡村建设场景，提升信息化应用水平。该文件中提出建设现代农业领域新业态应用场景，包括种业应用场景，旱区、寒区、高原、盐碱地等特色种业应用场景、智慧农（牧、渔）场等一批智慧农业应用场景，种业、种养殖、食品加工全产业链应用场景。场景是验证新技术产业化、连接技术与产业、打通研发与市场、推动创新融合的关键载体。AI技术能否在乡村场域中释放实质性效能，其决定性因素不仅仅是技术本身的先进程度，而在于其能否有效嵌入具体、稳定且富有价值的情境。可见，AI应用不宜采取简单的“技术先行”或城市模式“下沉”策略，而必须坚持以乡村场景为核心，实现AI与乡村社会的有机融合。\n\n**2.1 问题导向的场景选择**\n\n**2.2 价值取向的场景落地**\n\nAI赋能数字乡村的价值不在于建造几个“黑科技”示范点，而在于通过技术普惠，系统性提升乡村的发展韧性、民生温度与治理效能。成功的场景落地一定是技术逻辑、乡村逻辑与人的逻辑的深度融合，最终让技术进步的红利转化为每一位农民可感可知的美好生活。场景落地的最终成效须以是否创造及实现了价值为检验标准。价值不仅包括经济增长与效率提升，更涵盖生态可持续、社会公平与居民福祉等多维度的共同提升，可解构为经济价值、社会价值、生态价值。精准农业与智慧生产场景更多地强调经济与生态价值，体现为直接提升农民收入，推动农业向绿色精细化转型，保障供应链稳定性；生态监测与人居环境整治将AI技术作为生态守望者，用低成本、高效率的方式守护乡村生态本底，支撑绿色发展；智慧治理与数字政务要推动治理从“被动响应”向“主动预防”和“精准服务”转变，提升公共资源分配的公平性与效率的社会价值。可见，AI在数字乡村建设中的场景适配，绝非简单的技术移植或工具应用，而是一场以问题为起点、以价值为归宿的社会技术变革。\n\n3\n\n**AI赋能数字乡村建设的实现路径**\n\n习近平总书记多次强调要因地制宜发展新质生产力，指出“因地制宜，本质是实事求是”。这一论述深刻揭示了新质生产力发展的方法论基础，即必须立足各地区资源禀赋、产业基础、科研条件等实际，精准选择发展路径。因此，AI赋能数字乡村建设的实现路径要遵循因地制宜发展新质生产力原则，并始终围绕“人的现代化”和“要素的全面升级”展开。新质生产力三要素（劳动者、劳动对象、劳动工具）是推动AI赋能数字乡村建设的着力点。针对乡村场景来说，新型劳动者是掌握新知识、新技能，能驾驭新工具、创造新价值的劳动者，既包括新农人，也包括涉农服务商；新型劳动对象是农业生产、农村生活与乡村治理过程中被加工、被改造的对象，其范围已从传统的物理实体扩展到数据、算法、算力等无形要素；新型劳动工具是延伸人类能力、能够提升乡村生产效率的AI新农具与AI数字农人等。\n\n**3.1 推动“AI+新农人”数字素养提升工程**\n\n推动数字乡村建设农民数字素养培育不可或缺。2021年中央网络安全和信息化委员会印发的《提升全民数字素养与技能行动纲要》明确要求提升农民数字技能，提高农民对数字化“新农具”的使用能力。AI在数字乡村建设中应用不仅取决于算法精度，更取决于新农人是否具备“与AI、智能体对话”的能力。AI赋能数字乡村建设需要新农人具备AI认知能力与操作能力等。AI的认知能力是农民接纳AI的前提，更需要具备操作AI新农具与AI数字农人的应用能力，如新农人根据乡村场景高度异质（南方水田 vs 北方旱地）微调垂直模型的调优能力。因此，需要培养一批具备收集本地样本、标注数据、模型调优等AI数字技能的新农人。\n\n**3.2 开展“AI+涉农服务商”培育工程**\n\n**3.3 夯实涉农数据质量与实施数字资产化**\n\n打造坚实数据基座是确保涉农数字质量的基础。首先，建立数据池与数据标准。制定乡村数据资源目录、元数据、接口等标准，把乡村自然资源数据、产业经济数据、治理服务数据、社会文化数据进行统管，构建县域级涉农大数据平台，形成乡村数字资源池。其次，实施数据确权。数据权属与治理制度是AI运行的基础。乡村数据具有公共性、集体性与个体性交织的复杂特征，如果缺乏清晰的数据确权、共享与使用机制，AI模型难以合法、持续地获取高质量数据。最后，推进涉农数据资产化。涉农数据是AI农业的新农资，可参照农村土地“所有权、承包权、经营权”三权分置，探索建立涉农数据的“资源所有权、数据加工使用权、数据产品经营权”分置机制，创新涉农数据治理范式。\n\n3.4 加快“新型劳动工具”革新\n\n2025年中央一号文件提出推动农机装备高质量发展，加快国产先进适用农机装备等研发应用，推进老旧农机报废更新。《全国智慧农业行动计划（2024—2028年）》明确要求加快推进农机装备的数字化升级，引导配备北斗辅助驾驶等系统设备终端，提高精准作业水平。这些文件指明了AI与农机融合的技术升级路线，为智慧农业和AI装备的持续发展提供了政策框架。在此基础上，从供给侧进一步制定国家级AI农业装备专项发展规划，明确未来5~10年的发展路线图、技术攻关清单和应用场景图，将AI涉农装备升级纳入国家农业科技规划。另一方面，从需求侧加大农机购置补贴，对AI新农具、AI数字农人等实行更高比例的补贴或“累加补贴”。另外，尝试推进“软件定义农机”和“按效果付费”等新型服务模式。例如，新农人购买的不是一台农业机械，而是“单产最优收割服务”，涉农服务商通过AI算法和远程监控确保作业效果并按需收费。\n\n4\n\n**结语**\n\nAI赋能数字乡村建设成为推动乡村振兴和农业农村现代化的重要引擎，它不仅是技术层面的升级，更是乡村社会从传统向现代的深刻变革。它是一场以技术逻辑重塑为起点、以场景适配为核心、以落地实践为路径的系统性变革，将系统性重塑乡村的产业结构、人才结构和治理结构，最终催生出乡村领域的新质生产力。[返回搜狐，查看更多](https:\u002F\u002Fwww.sohu.com\u002F?strategyid=00001&spm=smpc.content-abroad.content.3.1787010963308EUR9AMn \"点击进入搜狐首页\")\n\n平台声明：该文观点仅代表作者本人，搜狐号系信息发布平台，搜狐仅提供信息存储空间服务。\n\n阅读 (_4_)\n\n 我来说两句 \n\n[](https:\u002F\u002Fwww.sohu.com\u002Fcollection\u002F1065)0 人参与， 0 条评论 \n\n[搜狐“我来说两句” 用户公约](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F739523038_99975564\u002F?pvid=000115_3w_a)\n\n![Image 8: 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文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063681192_122543251?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.3.1787010963308EUR9AMn)\n\n# [四川跑步大神陈毛突然离世，年仅57岁浑身腱子肉，死因曝光太可惜](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063681192_122543251?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.3.1787010963308EUR9AMn)\n\n[![Image 14: 睿观阁头像](https:\u002F\u002Fq6.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20251017\u002Fc8f4da75527d4a22bb99b1ab23e089da.png)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=YzA3YjA1MTctZDk5MS00MmZiLTllNjAtNDNiMzg2ZDk1ODM5&spm=smpc.content-abroad.fd-d.3.1787010963308EUR9AMn)[睿观阁](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=YzA3YjA1MTctZDk5MS00MmZiLTllNjAtNDNiMzg2ZDk1ODM5&spm=smpc.content-abroad.fd-d.3.1787010963308EUR9AMn)·昨天 16:38[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063681192_122543251?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.3.1787010963308EUR9AMn#comment_area)\n\n[![Image 15: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063173521_122158596?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.4.1787010963308EUR9AMn)\n\n# [胖东来走了，腾讯也走了：留下空铺子和降下来的房租，谁赢了？](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063173521_122158596?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.4.1787010963308EUR9AMn)\n\n[![Image 16: 沐语纪史头像](https:\u002F\u002Fq8.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20241217\u002F0ea21fab329d4566ba5a3ecabc9ac2f9.png)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=NzJmMzMyZGMtNjNmMi00ODIxLTg4NDItOGQyODIxNzk0Njg0&spm=smpc.content-abroad.fd-d.4.1787010963308EUR9AMn)[沐语纪史](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=NzJmMzMyZGMtNjNmMi00ODIxLTg4NDItOGQyODIxNzk0Njg0&spm=smpc.content-abroad.fd-d.4.1787010963308EUR9AMn)·08-15 02:37[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063173521_122158596?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.4.1787010963308EUR9AMn#comment_area)\n\n[![Image 17: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063601438_122542371?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.5.1787010963308EUR9AMn)\n\n# [连续9年提“卖淫合法化”，迟夙生到底坚持什么？多年未获采纳为何还要提](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063601438_122542371?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.5.1787010963308EUR9AMn)\n\n[![Image 18: 圈聊科技V头像](https:\u002F\u002Fq4.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20251016\u002F51af98c603174716b47ddc41ed7b0f93.png)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=ZTNkYjE4MmQtMTc0Ni00NDM0LWFmMDctNzNjZDNkZWQzOWUy&spm=smpc.content-abroad.fd-d.5.1787010963308EUR9AMn)[圈聊科技V](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=ZTNkYjE4MmQtMTc0Ni00NDM0LWFmMDctNzNjZDNkZWQzOWUy&spm=smpc.content-abroad.fd-d.5.1787010963308EUR9AMn)·昨天 09:09[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063601438_122542371?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.5.1787010963308EUR9AMn#comment_area)\n\n[![Image 19: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1058888316_120452151?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.6.1787010963308EUR9AMn)\n\n# [黄色网站为什么会让你免费观看，了解真相后，你还敢继续浏览吗？](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1058888316_120452151?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.6.1787010963308EUR9AMn)\n\n[![Image 20: 娱小慧头像](https:\u002F\u002Fq2.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20250601\u002F16f332a57fe5499d9cfd4ec84f9485c6.jpeg)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=ZWQ2M2FhYTUtOTZmNy00ZTQ3LTg4OWYtOGYzY2Q3YjdhZjQx&spm=smpc.content-abroad.fd-d.6.1787010963308EUR9AMn)[娱小慧](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=ZWQ2M2FhYTUtOTZmNy00ZTQ3LTg4OWYtOGYzY2Q3YjdhZjQx&spm=smpc.content-abroad.fd-d.6.1787010963308EUR9AMn)·08-12 01:56[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1058888316_120452151?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.6.1787010963308EUR9AMn#comment_area)\n\n[![Image 21: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063554555_122575856?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.7.1787010963308EUR9AMn)\n\n# [不出5年，中国贬值最快的或许不再是房子、股票，而是这3样东西！](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063554555_122575856?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.7.1787010963308EUR9AMn)\n\n[![Image 22: 龙哥军事头像](https:\u002F\u002Fq3.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20251127\u002Fff0657e288b6495fa99bd0d8c437e349.png)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=ZjllN2IzMWItNzE3ZS00MGE0LTgyNmUtYWM4Y2RlN2EyZjFl&spm=smpc.content-abroad.fd-d.7.1787010963308EUR9AMn)[龙哥军事](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=ZjllN2IzMWItNzE3ZS00MGE0LTgyNmUtYWM4Y2RlN2EyZjFl&spm=smpc.content-abroad.fd-d.7.1787010963308EUR9AMn)·昨天 05:31[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063554555_122575856?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.7.1787010963308EUR9AMn#comment_area)\n\n[![Image 23: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063566718_122483051?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.8.1787010963308EUR9AMn)\n\n# [坐完C919，实话实说：与波音737的差距，根本不是暂咱们想的那样](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063566718_122483051?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.8.1787010963308EUR9AMn)\n\n[![Image 24: 古今闲客头像](https:\u002F\u002Fq0.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20250719\u002Fc93e4357a2d443a787944bc3b86eb3c0.png)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=NjEwMTQ2YzItOTA1Yi00ZWE5LWExMDMtMWFhYzk4MTRhZWFk&spm=smpc.content-abroad.fd-d.8.1787010963308EUR9AMn)[古今闲客](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=NjEwMTQ2YzItOTA1Yi00ZWE5LWExMDMtMWFhYzk4MTRhZWFk&spm=smpc.content-abroad.fd-d.8.1787010963308EUR9AMn)·昨天 06:28[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1063566718_122483051?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.8.1787010963308EUR9AMn#comment_area)\n\n[![Image 25: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062735778_122218152?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.9.1787010963308EUR9AMn)\n\n# [牡丹花下死，这次，被汪峰“踢出局”的森林北，印证葛荟婕的评价](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062735778_122218152?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.9.1787010963308EUR9AMn)\n\n[![Image 26: 渺远的云头像](https:\u002F\u002Fq4.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20250113\u002Fa84b7dff6c724043829ad23c14b864fe.jpeg)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=NGI4ODVmNWMtY2I2Ny00NmVlLTg0NDktZmNkMGE5ZTA2Mjk5&spm=smpc.content-abroad.fd-d.9.1787010963308EUR9AMn)[渺远的云](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=NGI4ODVmNWMtY2I2Ny00NmVlLTg0NDktZmNkMGE5ZTA2Mjk5&spm=smpc.content-abroad.fd-d.9.1787010963308EUR9AMn)·08-14 03:45[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062735778_122218152?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.9.1787010963308EUR9AMn#comment_area)\n\n[![Image 27: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1053790208_122541357?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.10.1787010963308EUR9AMn)\n\n# [当机器人只要2万块，生理需求被满足后，谁还愿意将就着过日子？](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1053790208_122541357?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.10.1787010963308EUR9AMn)\n\n[![Image 28: 执笔刻文头像](https:\u002F\u002Fq4.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20251126\u002F1696a068ba0b42fba86e84a2323cc3f7.png)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=Y2QxMDhlM2UtYzA5Mi00OWI3LTlhMjMtYTU5YTAxZjU1MzQ4&spm=smpc.content-abroad.fd-d.10.1787010963308EUR9AMn)[执笔刻文](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=Y2QxMDhlM2UtYzA5Mi00OWI3LTlhMjMtYTU5YTAxZjU1MzQ4&spm=smpc.content-abroad.fd-d.10.1787010963308EUR9AMn)·07-23 05:31[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1053790208_122541357?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.10.1787010963308EUR9AMn#comment_area)\n\n[![Image 29: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062744816_122924317?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.11.1787010963308EUR9AMn)\n\n# [我今年41岁，和老公分床睡两年，夜里熬不住，我只能晚上出门溜达](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062744816_122924317?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.11.1787010963308EUR9AMn)\n\n[![Image 30: 酸柠檬都没我酸头像](https:\u002F\u002Fq0.itc.cn\u002Fc_lfill,w_40,h_40,g_face\u002Fimages03\u002F20260701\u002Fe0c2961ac56d40df9b0f7ddd41c43ca0.jpeg)](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=OTUzYzE1MmUtZDNlNS00MmQyLWI5NWEtYmY0YzZmNWM1MTg3&spm=smpc.content-abroad.fd-d.11.1787010963308EUR9AMn)[酸柠檬都没我酸](https:\u002F\u002Fmp.sohu.com\u002Fprofile?xpt=OTUzYzE1MmUtZDNlNS00MmQyLWI5NWEtYmY0YzZmNWM1MTg3&spm=smpc.content-abroad.fd-d.11.1787010963308EUR9AMn)·08-15 01:00[0](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1062744816_122924317?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.11.1787010963308EUR9AMn#comment_area)\n\n[![Image 31: 文章配图-100](https:\u002F\u002Fstatics.itc.cn\u002Fweb\u002Fstatic\u002Fimages\u002Fpic\u002Fpreload.png)](https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1055902913_122658627?scm=10008.1479_13-1479_13-68_68.4935001-0.0-1-0-0-0.0&spm=smpc.content-abroad.fd-d.12.1787010963308EUR9AMn)","南京财经大学 张庆民 何腾飞 徐妍 2026-08-16","2026-08-17T00:00:00Z","论文",10,false,64,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},18,16,15,12,3,1,"论文探讨AI赋能数字乡村的技术逻辑与路径，有学术深度，但时效性较低，影响范围有限。",[25],{"name":10,"url":6},[27,28,29,30],"数字乡村","人工智能","场景适配","南京财经大学",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},"I6","digital-village","数字乡村与数据要素","\u002Ftopic\u002Fdigital-agriculture\u002Fdigital-village","I",[],{"status":39,"locked":14,"version":40,"method":41,"evidence":42},"classified","2026-10-22.2","rules",{"candidates":43,"agricultural_evidence":45},[44,49,55],{"code":32,"score":20,"supported":45,"title":46,"abstract":47,"tags":48},true,[27],[27],[27],{"code":50,"score":21,"supported":45,"title":51,"abstract":52,"tags":54},"G4",[],[53],"乡村产业",[],{"code":56,"score":22,"supported":14,"title":57,"abstract":58,"tags":59},"I2",[],[],[28],[61,62],"南京财经大学 人工智能 场景适配 数字乡村","南京财经大学 人工智能","南京财经大学人工智能场景适配数字乡村-683",2,"2026-08-17T23:54:56.247908Z",{"total":67,"page":22,"page_size":67,"items":68},6,[69,143,187,244,308,357],{"id":70,"title":71,"url":72,"summary":73,"summary_zh":74,"content":8,"source_name":75,"source_url":72,"published_at":76,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":77,"score_detail":78,"sources":83,"tags":85,"primary_topic":90,"secondary_topics":91,"classification":92,"search_phrases":118,"slug":121,"view_count":122,"doi":123,"paper":124,"created_at":142},5581,"How Does Digital Literacy Promote Inclusive Rural Growth? Micro-Level Evidence from Income Inequality Among Farm Households","https:\u002F\u002Fdoi.org\u002F10.3390\u002Fsu182010689","Against the backdrop of the coordinated advancement of digital village construction and the common prosperity strategy, the widespread improvement in rural households’ digital literacy is emerging as a key force in reshaping rural income distribution and enabling sustainable rural development. Whether digital dividends can equitably benefit farm households with heterogeneous endowments has a direct bearing on the inclusive growth outcomes of digital village construction and the sustainable advancement of the common prosperity goal. Using three waves of panel data from the China Family Panel Studies (CFPS) covering 2018 to 2022, this paper empirically examines the impact of digital literacy on income inequality among rural households. The findings indicate that improvements in digital literacy significantly reduce rural household income inequality, and this conclusion remains robust across a series of robustness checks. Mechanism analysis reveals that digital literacy mainly curbs the widening of rural household income gaps through two core channels: expanding social capital and alleviating credit constraints. Heterogeneity analysis shows that the inequality-reducing effect of digital literacy is more pronounced among households that depend on non-agricultural income, have lower levels of human capital, or fall into relatively lower income brackets. Further analysis demonstrates that digital literacy significantly reduces inequalities in wage income, business income, and property income across rural households, whereas its mitigating effect on transfer income inequality is not statistically significant. Meanwhile, digital literacy significantly raises the probability of upward income mobility among rural households, thereby alleviating income inequality from a dynamic perspective. On the basis of these findings, this paper proposes policy implications in several areas: building a hierarchical and categorized rural digital literacy cultivation system, fostering a virtuous cycle of digital empowerment, equal opportunity, and income convergence, and optimizing income distribution structures and dynamic mobility mechanisms, with the aim of accelerating progress toward common prosperity.","在数字乡村建设与共同富裕战略协同推进的背景下，农户数字素养的普遍提升正成为重塑乡村收入分配格局、实现乡村可持续发展的重要力量。数字红利能否公平惠及禀赋异质性农户，直接关系到数字乡村建设的包容性增长成效与共同富裕目标的可持续推进。本文利用中国家庭追踪调查（CFPS）2018—2022年三期面板数据，实证检验数字素养对农户收入不平等的影响。研究发现，数字素养的提升显著降低了农户收入不平等，这一结论在一系列稳健性检验后依然成立。机制分析表明，数字素养主要通过拓展社会资本与缓解信贷约束两条核心渠道抑制农户收入差距的扩大。异质性分析显示，数字素养的减不平等效应在依赖非农收入、人力资本水平较低或处于相对较低收入区间的农户中更为明显。进一步分析发现，数字素养显著缩小了农户工资性收入、经营性收入和财产性收入的不平等，而对转移性收入不平等的缓解作用在统计上不显著。同时，数字素养显著提高了农户收入向上流动的概率，从而从动态视角缓解了收入不平等。基于上述发现，本文从构建分层分类的农户数字素养培育体系、形成数字赋能—机会均等—收入收敛的良性循环、优化收入分配结构与动态流动机制等方面提出政策启示，以期为加快共同富裕进程提供参考。","Sustainability","2026-10-21T00:00:00Z",80,{"impact":17,"substance":79,"depth":17,"authority":80,"freshness":81,"relevant":22,"comment":82},22,13,9,"基于CFPS三期面板数据的微观实证，方法规范、结论有新意，对数字乡村与共同富裕政策有参考价值，值得进入每日精选。",[84],{"name":75,"url":72},[27,86,87,88,89],"数字素养","共同富裕","农民收入","收入不平等",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":93},{"candidates":94,"agricultural_evidence":45},[95,101,108,114],{"code":32,"score":96,"supported":45,"title":97,"abstract":98,"tags":100},8,[],[27,99],"digital village",[27,86],{"code":102,"score":67,"supported":45,"title":103,"abstract":104,"tags":107},"G6",[],[105,106],"农户收入","rural income",[],{"code":109,"score":21,"supported":45,"title":110,"abstract":111,"tags":113},"G",[],[112],"rural development",[],{"code":50,"score":22,"supported":14,"title":115,"abstract":116,"tags":117},[],[],[87],[119,120],"CFPS 数字素养 农户收入","数字素养 农村收入差距","CFPS数字素养农户收入-5581",0,"10.3390\u002Fsu182010689",{"doi":123,"openalex_id":125,"authors":126,"venue":75,"cited_by_count":122,"oa_url":72,"card":135,"direction":139,"ingested_from":141},"W7223105459",[127,130,133],{"name":128,"orcid":129},"Yong Feng","https:\u002F\u002Forcid.org\u002F0000-0002-8151-8594",{"name":131,"orcid":132},"Shuokai  kai Wang","https:\u002F\u002Forcid.org\u002F0009-0002-7439-1764",{"name":134,"orcid":8},"Fangping Cao",{"tldr":136,"method":137,"finding":138,"direction":139,"opportunity":140},"基于CFPS三期面板数据，实证检验数字素养对农户收入不平等的影响。","使用CFPS 2018-2022三期面板数据，进行机制与异质性分析。","数字素养通过扩展社会资本和缓解信贷约束显著缩小农户收入差距。","数字乡村与农业信息化","可延伸研究数字素养对不同收入来源不平等的差异化机制及动态收入流动路径。","openalex","2026-10-22T11:20:47.675827Z",{"id":144,"title":145,"url":146,"summary":147,"summary_zh":8,"content":148,"source_name":149,"source_url":8,"published_at":150,"category":151,"cover_url":8,"hotness":13,"is_selected":14,"score":152,"score_detail":153,"sources":156,"tags":158,"primary_topic":163,"secondary_topics":164,"classification":165,"search_phrases":182,"slug":185,"view_count":122,"doi":8,"paper":8,"created_at":186},5505,"广西以赛聚智赋能「AI+农业」 桂字号品牌与东盟水果IP赛道决出","https:\u002F\u002Fwww.agri.cn\u002Fzt\u002Fzhzz\u002Ftp\u002F202610\u002Ft20261019_8877223.htm","10月16日2026年广西智慧农业（数字乡村）创新大赛「桂字号」农业品牌推广赛道、中国（广西）—东盟水果贸易第一IP打造赛道决赛举行，55个项目同台竞技。自治区农业农村厅提出广西正按「北上广研发+广西集成+东盟应用」路径打造中国（广西）—东盟智慧农业先行区，去年一批项目已入选广西人工智能赋能千行百业拟补贴名单。","自治区农业农村厅党组成员、副厅长欧毅霞表示，本次大赛是落实中央一号文件关于因地制宜发展农业新质生产力、大力发展智慧农业部署的具体行动，也是推动人工智能与农业深度融合的重要举措。今年大赛聚焦“桂字号”农业品牌推广和中国（广西）—东盟水果贸易第一IP打造这两个赛道，主要基于三点考虑：一是广西农业资源丰富，“桂字号”品牌基础扎实，但数字化运营和品牌传播仍是短板，需要以赛聚智、以赛促创，借助数字化手段让好产品卖出好价钱；二是广西面向东盟的区位优势得天独厚，水果贸易体量大、潜力足，亟需打造具有国际影响力的第一IP，以数字技术赋能贸易全链条，提升通关、溯源、营销等环节效率；三是这两个赛道切口小、场景实、应用性强，能够有效打通“技术—产业—市场”闭环，推动创新链与产业链精准对接，让更多“金种子”项目在八桂大地上落地生根、开花结果。\n\n欧毅霞提出三点希望：专业组勇当产业升级“领跑者”，形成可复制、可推广的解决方案；学生组争做乡村振兴“生力军”，把创新火花带回课堂、实验室和田间地头；各方共筑智慧农业“生态圈”，推动技术、资本、人才、政策等要素集聚。\n\n广西农业职业技术大学党委书记韦波在致辞中表示，作为承办方，学校将联合广西数字乡村研究院，在赛道组委会统一领导下做好组织、服务与保障，推动赛事成果与教育教学、产业需求有效对接，发挥面向东盟农业职业教育合作优势，为“桂字号”出海、中国—东盟水果贸易双向流通搭建桥梁。\n\n据介绍，广西正按照“北上广研发+广西集成+东盟应用”路径，打造中国（广西）—东盟智慧农业先行区。智慧农业创新大赛不仅是竞技舞台，更是创新成果转化、产业赋能的重要平台。去年，广西首次举办智慧农业创新大赛并取得丰硕成果，一批新技术、新理念、新模式脱颖而出，逐步被大家看见、被市场认可；如捷佳润科技跨境农业智能决策系统、北部湾产权交易所集团AI赋能广西桑蚕茧丝绸全产业链项目入选广西人工智能赋能千行百业拟补贴项目名单；荣获“最佳潜力奖”的“桂鸟先飞—滴滴打药平台”获得地方政府投资扩容实现了升级蝶变。\n\n以赛为媒，向新而行。随着多个项目在决赛中展开比拼，一批聚焦品牌数字化运营、跨境贸易、品控溯源和IP打造的创新项目将在八桂大地加速落地。未来，广西将持续以大赛为纽带，推动技术、资本、人才、政策等要素向智慧农业集聚，促进创新链、产业链、资金链、人才链深度融合，让更多“金种子”项目生根发芽、茁壮成长，为“桂字号”香飘东盟、中国—东盟水果贸易双向流通注入新动能，助力中国（广西）—东盟智慧农业先行区建设迈上新台阶。","中国农业农村信息网 2026-10-19","2026-10-19T00:00:00Z","报道",66,{"impact":17,"substance":18,"depth":154,"authority":20,"freshness":67,"relevant":22,"comment":155},14,"省级智慧农业赛事报道，聚焦AI赋能品牌与东盟水果贸易，有具体路径与落地案例，但属活动通稿，时效稍滞后。",[157],{"name":149,"url":146},[27,159,160,161,162],"智慧农业","农业人工智能","桂字号","东盟水果贸易",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":166},{"candidates":167,"agricultural_evidence":45},[168,174,178],{"code":169,"score":170,"supported":45,"title":171,"abstract":172,"tags":173},"I1",4,[],[159],[159],{"code":32,"score":170,"supported":45,"title":175,"abstract":176,"tags":177},[],[27],[27],{"code":56,"score":22,"supported":14,"title":179,"abstract":180,"tags":181},[],[],[160],[183,184],"广西 智慧农业创新大赛","桂字号 东盟水果 IP","广西智慧农业创新大赛-5505","2026-10-22T00:06:58.572242Z",{"id":188,"title":189,"url":190,"summary":191,"summary_zh":192,"content":8,"source_name":193,"source_url":190,"published_at":194,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":195,"score_detail":196,"sources":198,"tags":200,"primary_topic":205,"secondary_topics":206,"classification":207,"search_phrases":222,"slug":225,"view_count":122,"doi":226,"paper":227,"created_at":243},5493,"Mapping Research on the Implementation of Smart Village Policies in Indonesia: A Bibliometric Study for the Years 2017-2025","https:\u002F\u002Fdoi.org\u002F10.66254\u002Fjgssvol5issue2page333-347","This research aims to analyze the role of public sector policies in the development of Smart Villages in Indonesia, focusing on the utilization of information and communication technology (ICT) to improve the quality of life in rural communities. Although the Indonesian government has launched various programs such as the Digital Village Program and Smart City, the implementation of these policies still faces various challenges, including limited infrastructure, low digital literacy, and lack of inter-agency coordination. This research uses a bibliometric approach to map relevant research and policy trends, as well as to identify challenges and opportunities in the development of Smart Villages. The research findings indicate that despite progress, existing public sector policies have not yet been fully effective in addressing the digital divide between villages and cities. This research recommends the need for more inclusive and integrated policy improvements, as well as strengthening human resource capacities in villages to support the creation of sustainable and competitive Smart Villages.","本研究旨在分析公共部门政策在印度尼西亚智慧村（Smart Villages）发展中的作用，重点关注利用信息通信技术（ICT）提升农村社区生活质量。尽管印度尼西亚政府已推出数字村计划（Digital Village Program）和智慧城市（Smart City）等多项举措，但这些政策的实施仍面临诸多挑战，包括基础设施有限、数字素养偏低以及跨机构协调不足。本研究采用文献计量学方法，梳理相关研究与政策趋势，并识别智慧村发展中的挑战与机遇。研究结果表明，尽管取得了一定进展，现有公共部门政策在弥合城乡数字鸿沟方面尚未充分发挥效用。本研究建议有必要进行更具包容性和整合性的政策改进，同时加强农村人力资源能力建设，以支持创建可持续且具有竞争力的智慧村。","Journal of Government Science Studies\u002FJournal Of Government Science Studies","2026-10-20T00:00:00Z",71,{"impact":18,"substance":17,"depth":19,"authority":80,"freshness":81,"relevant":22,"comment":197},"该文献计量研究系统梳理了印尼智慧乡村政策实施进展与数字鸿沟挑战，对数字乡村国际比较有参考价值，但属区域性研究，影响层级有限。",[199],{"name":193,"url":190},[27,201,202,203,204],"印尼","数字鸿沟","文献计量","智慧乡村",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":208},{"candidates":209,"agricultural_evidence":45},[210,216],{"code":211,"score":19,"supported":45,"title":212,"abstract":214,"tags":215},"I7",[213],"bibliometric",[203,213],[203],{"code":32,"score":217,"supported":45,"title":218,"abstract":219,"tags":221},11,[],[202,99,220],"digital divide",[27,202],[223,224],"印尼 智慧乡村","印尼 数字村 数字鸿沟","印尼智慧乡村-5493","10.66254\u002Fjgssvol5issue2page333-347",{"doi":226,"openalex_id":228,"authors":229,"venue":193,"cited_by_count":122,"oa_url":190,"card":238,"direction":139,"ingested_from":141},"W7223067869",[230,232,235],{"name":231,"orcid":8},"Syaifulrijal Mahulauw",{"name":233,"orcid":234},"Wahab Tuanaya","https:\u002F\u002Forcid.org\u002F0009-0001-9236-8149",{"name":236,"orcid":237},"Marno Wance","https:\u002F\u002Forcid.org\u002F0000-0001-6663-7598",{"tldr":239,"method":240,"finding":241,"direction":139,"opportunity":242},"用文献计量法梳理2017-2025年印尼智慧村政策实施研究，识别挑战与机会。","文献计量分析，覆盖2017-2025年相关文献与政策趋势。","政策尚未有效弥合城乡数字鸿沟，需更包容整合的政策与人力建设。","可延伸至跨国比较或政策效果量化评估，聚焦数字鸿沟与跨部门协同机制。","2026-10-21T23:30:33.962760Z",{"id":245,"title":246,"url":247,"summary":248,"summary_zh":249,"content":8,"source_name":250,"source_url":247,"published_at":194,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":251,"score_detail":252,"sources":255,"tags":257,"primary_topic":262,"secondary_topics":263,"classification":264,"search_phrases":289,"slug":292,"view_count":122,"doi":293,"paper":294,"created_at":307},5469,"How institutional digitalization reshapes entrepreneurial activity in new agricultural business forms: quasi-natural experimental evidence from China's Digital Village Pilot Policy","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1946061","New agricultural business forms are a key driving force for developing countries to overcome the constraints of traditional agriculture and achieve sustainability in food systems. However, it remains unclear whether institutional digitalization can effectively stimulate entrepreneurial vitality in new agricultural business forms. This study develops a theoretical framework of “opportunity creation–opportunity identification–opportunity transformation” and treats China's Digital Village Pilot Policy (DVPP), implemented in 2020, as a quasi-natural experiment. Based on panel data from 1,743 counties in China from 2014 to 2023, this study employs Double Machine Learning (DML) and Spatial Durbin Difference-in-Differences (SDM-DID) models, among other methods, to systematically identify the impact, transmission mechanisms, heterogeneous effects, and spatial spillover effects of institutional digitalization on Entrepreneurial Activity in New Agricultural Business Forms (EANA). The results reveal that: (1) DVPP significantly enhances EANA, and this finding remains robust after a series of tests, including placebo tests, Propensity Score Matching–Difference-in-Differences (PSM-DID), Synthetic Control Method–Difference-in-Differences (SCM-DID), and instrumental variable (IV) estimation; (2) agricultural technological innovation, digital infrastructure development, and digital financial development serve as mediating mechanisms; (3) the policy effects are more pronounced in counties with higher levels of digital access, better-developed transportation infrastructure, and higher levels of digital financial development, exhibiting a pattern of Central > Western > Eastern regions, and are significantly stronger in areas with advantages in characteristic agricultural products; (4) DVPP generates a significant negative spatial spillover effect on EANA in neighboring counties. This study expands theoretical understanding of the relationship between institutional digitalization and entrepreneurship in new agricultural business forms and provides empirical evidence for China and other developing countries to optimize digital rural development and foster new agricultural business forms.","农业新业态是发展中国家突破传统农业约束、实现食物系统可持续发展的关键驱动力。然而，制度数字化能否有效激发农业新业态的创业活力仍不明确。本研究构建了“机会创造—机会识别—机会转化”的理论框架，并将中国2020年实施的数字乡村试点政策（Digital Village Pilot Policy，DVPP）视为准自然实验。基于中国1743个县2014—2023年的面板数据，本研究采用双重机器学习（Double Machine Learning，DML）和空间杜宾双重差分（Spatial Durbin Difference-in-Differences，SDM-DID）等模型，系统识别制度数字化对农业新业态创业活动（Entrepreneurial Activity in New Agricultural Business Forms，EANA）的影响、传导机制、异质性效应和空间溢出效应。结果表明：（1）DVPP显著提升了EANA，且该结论在经过安慰剂检验、倾向得分匹配—双重差分（PSM-DID）、合成控制法—双重差分（SCM-DID）和工具变量（IV）估计等一系列检验后依然稳健；（2）农业技术创新、数字基础设施建设和数字金融发展发挥中介机制作用；（3）政策效应在数字接入水平较高、交通基础设施较完善和数字金融发展水平较高的县更为显著，呈现出中部>西部>东部的格局，且在特色农产品优势区显著更强；（4）DVPP对邻近县的EANA产生显著的负向空间溢出效应。本研究拓展了关于制度数字化与农业新业态创业之间关系的理论认识，为中国及其他发展中国家优化数字乡村发展、培育农业新业态提供了经验证据。","Frontiers in Sustainable Food Systems",85,{"impact":79,"substance":253,"depth":17,"authority":80,"freshness":81,"relevant":22,"comment":254},23,"基于1743个县面板数据的准自然实验，方法扎实、结论有政策参考价值，值得进入每日精选。",[256],{"name":250,"url":247},[258,27,259,260,261],"数字农业","县域经济","农业政策","农村创业",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":265},{"candidates":266,"agricultural_evidence":45},[267,271,277,281,285],{"code":32,"score":19,"supported":45,"title":268,"abstract":269,"tags":270},[99],[27,99],[27],{"code":56,"score":67,"supported":45,"title":272,"abstract":273,"tags":276},[],[274,275],"机器学习","machine 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