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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","论文",false,80,{"impact":361,"substance":321,"depth":361,"authority":584,"freshness":585,"relevant":455,"comment":586},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。",[588],{"name":578,"url":575},[590,591,592,593,594],"数字乡村","数字素养","共同富裕","农民收入","收入不平等",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":600},"classified","rules",{"candidates":601,"agricultural_evidence":603},[602,608,615,621],{"code":56,"score":173,"supported":603,"title":604,"abstract":605,"tags":607},true,[],[590,606],"digital village",[590,591],{"code":527,"score":609,"supported":603,"title":610,"abstract":611,"tags":614},6,[],[612,613],"农户收入","rural income",[],{"code":480,"score":616,"supported":603,"title":617,"abstract":618,"tags":620},3,[],[619],"rural development",[],{"code":511,"score":455,"supported":581,"title":622,"abstract":623,"tags":624},[],[],[592],[626,627],"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","10.3390\u002Fsu182010689",{"doi":629,"openalex_id":631,"authors":632,"venue":578,"cited_by_count":424,"oa_url":575,"card":641,"direction":645,"ingested_from":647},"W7223105459",[633,636,639],{"name":634,"orcid":635},"Yong Feng","https:\u002F\u002Forcid.org\u002F0000-0002-8151-8594",{"name":637,"orcid":638},"Shuokai  kai Wang","https:\u002F\u002Forcid.org\u002F0009-0002-7439-1764",{"name":640,"orcid":11},"Fangping Cao",{"tldr":642,"method":643,"finding":644,"direction":645,"opportunity":646},"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":650,"title":651,"url":652,"summary":653,"summary_zh":11,"content":654,"source_name":655,"source_url":11,"published_at":656,"category":657,"cover_url":11,"hotness":385,"is_selected":581,"score":658,"score_detail":659,"sources":662,"tags":664,"primary_topic":669,"secondary_topics":670,"classification":671,"search_phrases":686,"slug":689,"view_count":424,"doi":11,"paper":11,"created_at":690},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":361,"substance":660,"depth":345,"authority":416,"freshness":609,"relevant":455,"comment":661},16,"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。",[663],{"name":655,"url":652},[590,665,666,667,668],"智慧农业","农业人工智能","桂字号","东盟水果贸易",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":672},{"candidates":673,"agricultural_evidence":603},[674,678,682],{"code":16,"score":400,"supported":603,"title":675,"abstract":676,"tags":677},[],[665],[665],{"code":56,"score":400,"supported":603,"title":679,"abstract":680,"tags":681},[],[590],[590],{"code":24,"score":455,"supported":581,"title":683,"abstract":684,"tags":685},[],[],[666],[687,688],"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":692,"title":693,"url":694,"summary":695,"summary_zh":696,"content":11,"source_name":697,"source_url":694,"published_at":698,"category":580,"cover_url":11,"hotness":385,"is_selected":581,"score":699,"score_detail":700,"sources":703,"tags":705,"primary_topic":710,"secondary_topics":711,"classification":712,"search_phrases":725,"slug":728,"view_count":424,"doi":729,"paper":730,"created_at":746},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":660,"substance":361,"depth":701,"authority":584,"freshness":585,"relevant":455,"comment":702},15,"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。",[704],{"name":697,"url":694},[590,706,707,708,709],"印尼","数字鸿沟","文献计量","智慧乡村",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":713},{"candidates":714,"agricultural_evidence":603},[715,720],{"code":64,"score":701,"supported":603,"title":716,"abstract":718,"tags":719},[717],"bibliometric",[708,717],[708],{"code":56,"score":524,"supported":603,"title":721,"abstract":722,"tags":724},[],[707,606,723],"digital divide",[590,707],[726,727],"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":729,"openalex_id":731,"authors":732,"venue":697,"cited_by_count":424,"oa_url":694,"card":741,"direction":645,"ingested_from":647},"W7223067869",[733,735,738],{"name":734,"orcid":11},"Syaifulrijal Mahulauw",{"name":736,"orcid":737},"Wahab Tuanaya","https:\u002F\u002Forcid.org\u002F0009-0001-9236-8149",{"name":739,"orcid":740},"Marno Wance","https:\u002F\u002Forcid.org\u002F0000-0001-6663-7598",{"tldr":742,"method":743,"finding":744,"direction":645,"opportunity":745},"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":748,"title":749,"url":750,"summary":751,"summary_zh":752,"content":11,"source_name":753,"source_url":750,"published_at":698,"category":580,"cover_url":11,"hotness":385,"is_selected":581,"score":754,"score_detail":755,"sources":758,"tags":760,"primary_topic":765,"secondary_topics":766,"classification":767,"search_phrases":792,"slug":795,"view_count":424,"doi":796,"paper":797,"created_at":810},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":321,"substance":756,"depth":361,"authority":584,"freshness":585,"relevant":455,"comment":757},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。",[759],{"name":753,"url":750},[761,590,762,763,764],"数字农业","县域经济","农业政策","农村创业",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":768},{"candidates":769,"agricultural_evidence":603},[770,774,780,784,788],{"code":56,"score":701,"supported":603,"title":771,"abstract":772,"tags":773},[606],[590,606],[590],{"code":24,"score":609,"supported":603,"title":775,"abstract":776,"tags":779},[],[777,778],"机器学习","machine learning",[],{"code":480,"score":616,"supported":603,"title":781,"abstract":782,"tags":783},[],[619],[],{"code":511,"score":69,"supported":581,"title":785,"abstract":786,"tags":787},[],[],[764,762],{"code":16,"score":455,"supported":581,"title":789,"abstract":790,"tags":791},[],[],[761],[793,794],"数字乡村试点 新农业业态","DVPP 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聚焦人工智能赋能智慧农业","https:\u002F\u002Fwww.agri.cn\u002Fzx\u002Fnyyw\u002F202610\u002Ft20261019_8877219.htm","10月15—16日，2026年全国农产品批发市场信息员培训班在长沙举办，对来自全国农产品批发市场约100名信息员开展培训，内容重点围绕人工智能赋能智慧农业发展、批发市场价格数据质量提升、市场行情采集与分析。培训班提出加快电子结算系统和智能采集装备建设，推进市场数智化转型升级，提升以农产品批发价格200指数为代表的数据产品公信力。这标志着价格监测与AI融合正在从试点走向常态化能力建设，批发市场成为农业数据要素的重要入口。","本网讯　10月15—16日，2026年全国农产品批发市场信息员培训班在长沙举办。本次培训重点围绕人工智能赋能智慧农业发展、批发市场价格数据质量提升、市场行情采集与分析等，对来自全国农产品批发市场约100名信息员进行了培训。中国农产品市场协会、中国苹果产业协会、中国农业大学、阿里巴巴商学院等单位专家应邀授课。农业农村部市场与信息化司、农业农村部信息中心和湖南省农业农村厅有关负责同志出席培训班。\n\n培训班指出，“十五五”规划对强化农业科技和装备支撑、建设高效顺畅的农产品流通体系、培育农业新质生产力作出系统部署，数据作为新型生产要素的重要性日益凸显。批发市场价格数据是研判农产品市场形势、服务宏观决策、引导产销衔接的重要基础，数据质量直接关系以农产品批发价格200指数为代表的数据产品的权威性和公信力。加强信息员培训、锻造一支懂市场、懂数据、懂技术的一线队伍，是夯实价格监测微观基础、提升数据产品公信力的关键之举。各批发市场要主动拥抱技术变革，把提升数据质量、深化数据应用作为信息工作的主线，推动信息采集报送工作上新台阶。\n\n培训班强调，各批发市场要高度重视信息报送工作，将其作为农业农村部定点市场建设的重要内容抓紧抓实；要深化数据开发利用，加强市场行情分析研判，及时发布预警信息；要推进市场数智化转型升级，加快电子结算系统和智能采集装备建设，不断提升价格监测服务的及时性、精准性和公信力，为保障重要农产品稳定安全供给、加快建设农业强国提供坚实数据支撑。",73,{"impact":321,"substance":660,"depth":345,"authority":701,"freshness":609,"relevant":455,"comment":897},"全国性行业培训，聚焦AI赋能与批发市场价格数据质量，有实质部署但属常规年度培训，时效稍逊。",[899],{"name":655,"url":892},[665,666,901,902,903],"数据要素","农产品批发市场","价格监测",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":907},{"candidates":908,"agricultural_evidence":603},[909,913,917],{"code":16,"score":416,"supported":603,"title":910,"abstract":911,"tags":912},[665],[665],[665],{"code":56,"score":400,"supported":603,"title":914,"abstract":915,"tags":916},[],[901],[901],{"code":24,"score":455,"supported":581,"title":918,"abstract":919,"tags":920},[],[],[666],[922,923],"全国农产品批发市场 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AI","雷山云端茶园AI导游-5334","2026-10-20T02:47:36.879141Z",{"id":973,"title":974,"url":975,"summary":976,"summary_zh":11,"content":977,"source_name":978,"source_url":11,"published_at":11,"category":979,"cover_url":11,"hotness":385,"is_selected":603,"score":980,"score_detail":981,"sources":984,"tags":986,"primary_topic":990,"secondary_topics":991,"classification":992,"search_phrases":1021,"slug":1024,"view_count":424,"doi":11,"paper":11,"created_at":1025},5329,"中央网信办 农业农村部 工信部联合印发《数字乡村高质量发展行动计划 2026—2030 年》","https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL96CPJFF0538J4LT.html","中央网信办、农业农村部、工业和信息化部近日联合印发《数字乡村高质量发展行动计划(2026—2030 年)》,对十五五时期数字乡村发展作出系统部署,围绕强农惠农富农目标,部署 5 个方面 24 项工作举措,明确到 2030 年的 8 项主要发展指标。《行动计划》强调到 2030 年数字乡村发展取得显著成效,乡村新型信息基础设施优化完善,乡村产业数字化、乡村建设信息化、乡村治理智慧化整体水平明显提升。10 月 13 日,2026 年全国数字乡村建设工作现场推进会在陕西延安市吴起县召开,中央网信办副主任、国家网信办副主任王京涛出席会议并讲话。","![Image 1](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2F40728f42g00tmvcan00xfd200f0005ig00f0005i.gif&thumbnail=660x2147483647&quality=80&type=gif)\n\n近日，中央网信办、农业农村部、工业和信息化部联合印发《数字乡村高质量发展行动计划（2026—2030年）》（以下简称《行动计划》），明确了“十五五”时期推进数字乡村高质量发展的思路目标、重点任务和政策举措。\n\n《行动计划》坚持以习近平新时代中国特色社会主义思想为指导，深入贯彻党的二十大和二十届历次全会精神，认真落实四中全会部署，全面贯彻习近平总书记关于网络强国的重要思想、关于“三农”工作的重要论述，以学习运用“千万工程”经验为引领，以推动高质量发展为主题，以强农惠农富农为目标，统筹发展和安全，着力夯实数字乡村发展基础，着力推进乡村产业数字化、乡村建设信息化、乡村治理智慧化一体发展，着力激发数字乡村发展内生动力，加快以信息化驱动引领农业农村现代化、促进乡村全面振兴，为网络强国、农业强国建设提供有力支撑。\n\n《行动计划》明确，到2030年，数字乡村发展取得显著成效，乡村新型信息基础设施优化完善，乡村产业数字化、乡村建设信息化、乡村治理智慧化的整体水平明显提升，数字乡村可持续发展机制更加健全，农民群众在共享信息化发展成果中的获得感、幸福感、安全感更加充实。\n\n《行动计划》围绕“十五五”发展主要目标，明确到2030年的8项主要发展指标，部署了5个方面24项工作举措，包括夯实数字乡村发展基础、提升乡村产业数字化水平、提升乡村建设信息化水平、提升乡村治理智慧化水平、激发数字乡村发展内生动力等，并就加强组织实施提出工作要求，强化政策协同与资源统筹，树立和践行正确政绩观，因地制宜推进各项任务落地见效。\n\n![Image 2](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2F6e70ed28j00tmvcan002hd200rs00j5g00ao007c.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n中国网信网截图\n\n**数字乡村高质量发展行动计划（2026—2030年）**\n\n数字乡村是乡村振兴的战略方向，是建设网络强国、农业强国的重要内容。为贯彻落实《中华人民共和国国民经济和社会发展第十五个五年规划纲要》和《数字乡村发展战略纲要》部署要求，推进“十五五”时期数字乡村高质量发展，制定本行动计划。\n\n**一、总体要求**\n\n坚持以习近平新时代中国特色社会主义思想为指导，深入贯彻党的二十大和二十届历次全会精神，认真落实四中全会部署，全面贯彻习近平总书记关于网络强国的重要思想、关于“三农”工作的重要论述，以学习运用“千万工程”经验为引领，以推动高质量发展为主题，以强农惠农富农为目标，统筹发展和安全，着力夯实数字乡村发展基础，着力推进乡村产业数字化、乡村建设信息化、乡村治理智慧化一体发展，着力激发数字乡村发展内生动力，加快以信息化驱动引领农业农村现代化、促进乡村全面振兴，为网络强国、农业强国建设提供有力支撑。\n\n主要目标是：到2030年，数字乡村发展取得显著成效，乡村新型信息基础设施优化完善，乡村产业数字化、乡村建设信息化、乡村治理智慧化的整体水平明显提升，数字乡村可持续发展机制更加健全，农民群众在共享信息化发展成果中的获得感、幸福感、安全感更加充实。\n\n![Image 3](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2Fce08e6f1j00tmvcan002hd200u000h5g00an0062.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n**二、夯实数字乡村发展基础**\n\n**1.提升乡村网络基础设施水平。**深化电信普遍服务和“宽带边疆”建设，按需推进农村地区5G和千兆光网部署。探索运用高通量卫星、低轨卫星互联网等方式为农村及偏远地区提供多样化网络接入服务。深入实施智慧广电乡村工程，加快建设新型广电网络，丰富农村基本收视服务与综合信息服务供给。\n\n**2.建设完善乡村融合应用设施。**强化卫星遥感与航空遥感资源共享，加快北斗卫星导航系统在精准作业、灾害监测预警等场景深度应用。推广区块链技术在农产品追溯、农村集体资产管理等领域创新应用。拓展“低空经济+”农业农村应用场景。\n\n**3.推进乡村传统设施数字化升级。**深化农村公路“一路一档”信息化建设。提升信息技术在农村供水和灌区建设中的应用水平。鼓励有条件的地区稳步推动农村电网数字化、智能化转型发展，布局建设农村公共充电基础设施。推动农产品产地冷链物流设施智能化绿色改造和冷链节点互联互通，提升冷链物流信息共享和协同运作水平。推动农村综合信息服务建设，加强信息资源整合共享与利用。开展农村客货邮融合发展提质增效行动，鼓励有条件的地区打造客货邮综合服务智能体。\n\n**4.建设涉农数据资源体系。**完善国家农业农村大数据体系，加快建设农业农村领域高质量数据集，建立健全涉农公共数据资源开发利用机制，打造面向农业农村的可信数据空间。深化自然资源管理和国土空间规划“一张图”在农业农村领域的应用，建立农村耕地数字档案。鼓励涉农企业提升数据管理能力，开展数据管理国家标准（DCMM）贯标工作。\n\n**三、提升乡村产业数字化水平**\n\n**5.加快建设智慧农业。**加快良田良种良机良法与数字化有机融合，聚焦重点区域重点品种，集成推广一批主要作物大面积单产提升数智化解决方案。建立智慧农（牧、渔）场数字化场景认证体系，因地制宜建设一批智慧农（牧、渔）场。推动智能育种技术研发应用，建设一批智能化现代化的农作物优势制种区和畜禽、水产核心育种场。研究完善农业人工智能标准体系，推广人工智能与农业融合应用场景。发挥现代农事综合服务中心等作用，提升农业社会化服务数字化、智能化水平。\n\n**6.强化农业科技创新。**加强智慧农业创新载体建设，构建基础研究、应用研究、研发制造一体化创新体系。推进智慧农业技术模式迭代创新，攻坚突破农业传感器与专用芯片、核心算法、机器人、智能设计育种工具等关键核心技术。实施农机装备高质量发展行动，研发推广高精准作业水平的智能农机装备。完善智慧农业技术装备质量检验测试体系，推动数智技术与农机、农艺技术协同攻关。深入开展无人农机作业试验，提升农业生产智能化水平。指导符合条件的地区探索建设数字乡村技术创新中心。\n\n**7.推动农村电商提质增效。**深入实施农村电商高质量发展工程，构建多层次农村电商综合服务体系，培育多元化新型农村电商主体。深入实施数商兴农，面向中西部地区开展“数商兴农”进地方活动。推进“互联网+”农产品出村进城工程，促进农产品顺畅销售。优化农村电商流通体系，推进县级物流配送中心、乡镇快递网点数字化、智能化改造，在确保安全的前提下，按需有序推广低空物流。加强村级寄递物流综合服务站点建设。\n\n**8.培育乡村数字产业新业态。**深化农文旅融合，开展乡村旅游数字提升行动、乡村“小而美”文旅业态提升行动。积极探索共享农场、共享农机、共享集市等网络经营模式，发展“互联网+”特色优势产业，构建契合农业农村现代化发展需要的智能化产业生态。深化“乡村著名行动”，持续推进地名信息赋能应用。鼓励有条件的地区发展呼叫服务、数据标注等业态，拓宽农民就业增收渠道。\n\n**9.扩大农村数字消费。**推进县域商业体系提质增效，发展网订店取、生鲜直送、农资预订等便民服务。支持新能源汽车、绿色智能家电下乡，鼓励企业研发符合农村生活需要的智能软硬件产品。持续开展“数字消费助力乡村振兴”区县行活动。健全县域数字消费维权机制，营造安全放心的农村数字消费环境。\n\n**四、提升乡村建设信息化水平**\n\n**10.推进乡村数字教育普及应用。**深化国家中小学智慧教育平台应用，推动优质教育资源服务向农村、偏远地区延伸。推动人工智能与乡村教育深度融合，鼓励有条件的乡村学校部署应用智能教育终端、教育智能体等，推进人工智能通识教育。实施数字化赋能教师发展行动，提升农村教师数字素养与技能。\n\n**11.提升乡村数字健康服务能力。**推进紧密型县域医共体信息化建设，加强数据互通共享和业务协同，促进医疗资源联动共享，推广医学人工智能辅助治疗和赋能基本公共卫生服务在乡村医疗卫生机构的配置应用。完善远程医疗服务网络，特别是边远少数民族地区，推动优质医疗资源下沉。优化农村地区医保智能终端配置，为农村地区群众提供优质便捷的医保服务。\n\n**12.强化重点人群信息服务保障。**充分运用信息技术强化农村“一老一小”、残疾人等重点人群的主动发现和精准救助。持续推进乡村数字化产品和服务的适老化、无障碍改造升级。\n\n**13.优化乡村数字普惠金融服务。**在金融科技赋能乡村振兴示范工程基础上实施专项行动计划，积极开展政银企农融资对接。引导金融机构推出与农村经济活动特征和农村居民需求相适配的数字信贷、保险等产品，推广“数字+信贷+担保”等模式，推动数字技术在承保验标、灾损查勘、定损理赔全流程应用，实现精准承保、高效定损、快速理赔，提升农村普惠金融服务可得性、覆盖面与满意度。\n\n**14.繁荣发展乡村数字文化。**实施“文艺赋美乡村”行动，扶持一批“三农”题材优秀网络文化作品创作，培育一批乡村本土文化创作人才。推动乡村文化场所提升数字化应用水平，推动优质文化资源直达农村基层。发挥县级融媒体中心等作用，打造乡村文化数字传播矩阵。开展农村文物资源、非遗传承人等数字化建档，推动非遗资源与数字文创、乡村旅游深度融合。\n\n**15.建设智慧美丽乡村。**构建“天空地海”一体化生态环境监测网络体系。强化农村污染源监测评估，构建农村生活源和农业源污染精准监测、秸秆焚烧风险监测评估、散煤复烧监管等技术体系。开展全国地表覆盖及土地利用变化监测，支撑自然资源开发利用和生态保护修复。健全农村人居环境问题在线受理与响应机制。优化供水水质监测体系，推进生活污水设施数字化改造。梳理农房相关信息数据，提高农房建设管理信息化水平。\n\n**五、提升乡村治理智慧化水平**\n\n**16.深化农村“三务”信息化建设。**提升农村基层党建信息化水平，加强党员信息管理。推进村级事务管理信息化应用，规范管理政务移动互联网应用程序。持续推动农村居民社保、医保、民政等高频事项“全程网办”、“跨省通办”。围绕农村政务服务高频、共性需求，稳妥推进人工智能大模型部署应用，协助开展智能导办、材料预审、政策解读、信息推送等服务。加强全国农村集体资产监督管理，推动村级财务应公开尽公开。\n\n**17.稳步推进数字赋能乡村治理。**集约应用乡村治理数字化工具，推动“数字化+网格”等模式创新应用。依法深入打击农村电信网络诈骗、网络赌博、非法金融活动等违法犯罪行为。持续推进“清朗”专项行动，营造良好网上舆论环境。健全“互联网+公共法律服务”、“智慧公共法律服务”供给机制，畅通农民群体获取优质法律服务渠道。\n\n**18.完善农村智慧应急管理体系。**提升国家自然灾害综合监测预警能力，加快乡村应急广播体系建设，优化偏远山区、边境乡村气象监测布局，提升灾害监测预警与信息发布能力。推动智慧应急与基层治理有机融合，加快“久安”大模型、应急指挥“一张图”等融合应用。提升乡村公共卫生安全信息化防控能力。\n\n**六、激发数字乡村发展内生动力**\n\n**19.培育开放数字乡村应用场景。**聚焦数字乡村建设核心需求，安全有序开放农业生产、乡村治理、民生服务、文旅体验等领域应用场景，组织实施一批示范效应强的重大项目，推动新场景规模应用。鼓励各地因地制宜探索建设服务资源池，强化供给资源对接，促进场景资源公平高效配置。\n\n**20.分级分类推进数字乡村发展。**持续完善数字乡村标准体系，迭代更新数字乡村建设指南。立足乡村资源禀赋和数字化基础，推动城郊融合类村庄重点聚焦与城市数字基础设施、公共服务、产业发展协同联动，集聚提升类村庄重点加快产业数字化发展，特色保护类村庄重点做好自然历史文化资源数字化保护和利用，搬迁撤并类村庄重点运用数字技术赋能民生保障、就业增收和生态保护。\n\n**21.壮大乡村数字人才队伍。**完善驻村帮扶、专家人才服务基层、“三支一扶”等机制，引导激励科技人才下乡服务。优化数字乡村发展相关学科专业布局，推动学科交叉融合和创新发展。强化政策支持，培育乡村数字人才，吸引数字游民等新群体投身乡村创业就业。统筹用好各类培训项目，提升农民、基层干部、农业生产经营主体的数字素养与技能。\n\n**22.强化多元主体协同共建。**鼓励网信企业参与智慧农业、农村电商、农文旅融合、信息服务等领域技术产品研发应用。支持农业企业开展数字化升级，提升农业产业链数字化水平。健全联农带农机制，强化对小农户、新型农业经营主体的数字技能培训和金融信贷支持。\n\n**23.健全常态化精准帮扶体系。**建立健全常态化防止返贫致贫帮扶机制，提升信息化监测帮扶效能。用好脱贫地区农副产品网络销售平台、央企消费帮扶电商平台等线上渠道，支持对欠发达地区特色农产品消费采购。鼓励网络社会组织、网信企业等，开发实施一批数字乡村公益项目。\n\n**24.守牢安全底线。**坚持底线思维，增强风险意识，完善风险评估与预警机制，强化数字乡村重点领域网络安全防护能力建设。健全农村数字基础设施安全管理机制，规范数据采集、存储和使用管理，做好个人信息保护，保障涉农重要数据安全。\n\n**七、加强组织实施**\n\n充分发挥国家信息化发展工作统筹协调机制作用，中央网信办会同农业农村部、工业和信息化部等部门强化政策协同与资源统筹，常态化开展数字乡村发展监测分析，及时掌握工作动态，协调解决重大问题。加强数字乡村理论研究与政策解读，总结推广成效经验和典型案例，加强国际交流合作，讲好中国数字乡村发展故事。要树立和践行正确政绩观，结合地区实际，坚持尽力而为、量力而行，坚决防止形式主义、官僚主义，因地制宜推进各项任务落地见效。\n\n来源：农民日报-","中国网信网(网易转载) 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[举报](https:\u002F\u002Fwww.163.com\u002Fspecial\u002F0077jt\u002Ftipoff.html?title=%E5%BD%93AI%E2%80%9C%E4%B8%8A%E5%B1%B1%E4%B8%8B%E7%94%B0%E2%80%9D%EF%BC%8C%E5%A6%82%E4%BD%95%E4%B8%BA%E5%86%9C%E4%B8%9A%E2%80%9C%E5%AF%B9%E7%97%87%E4%B8%8B%E8%8D%AF%E2%80%9D%EF%BC%9F)\n\n[](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9CK66TV05346936.html#post_comment_area \"快速发贴\")[0](https:\u002F\u002Fcomment.tie.163.com\u002FL9CK66TV05346936.html \"点击查看跟贴\")\n\n分享至\n*   [](javascript:;)\n*   [](javascript:;)\n*   [](javascript:;)\n\n[](javascript:; \"关闭\")\n\n![Image 7: Scan me!](blob:http:\u002F\u002Flocalhost\u002F8ec027998693a5ff69d75260cf370e28)\n\n用微信扫码二维码\n\n分享至好友和朋友圈\n\n何宁、实习生黄政琪\n\n丘陵山地间，大型农机“进不去、转不开”；果园里，采摘季“用工难、用工贵”；养殖场中，疫病防控靠人盯人、费时费力……这些农业现实痛点，能否在AI时代找到新的解法？\n\n10月15日，2026年广西智慧农业(数字乡村)创新大赛智能装备应用赛道决赛路演在广西制造工程职业技术学院举办，57支参赛队伍带着各自的“看家装备”同台竞技，用一项项瞄准田间地头真实需求的技术方案，给出了他们的回答。\n\n![Image 8](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1016%2Fb70c994fj00tmzjvn002kd000m800elg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n比赛路演现场。人民网记者 雷琦竣摄\n\n“让数据成为新农资，让手机成为新农具，让装备成为新农力——这正是我们举办本次大赛的初衷所在。”自治区农业农村厅二级巡视员李豪兵表示，本次智能装备应用赛道，聚焦智能农机与精准作业、农业遥感与AI识别、养殖场智能巡检与调控等场景，紧扣粮食安全和广西糖料蔗、柑橘、芒果、水产畜牧等特色产业，汇集了一批一线创新成果。\n\n广西丘陵山地多、地块碎、坡度大，大型农机“水土不服”是长期难题。路演现场，多支团队不约而同地将目光投向这片“难啃的骨头”。有的项目集耕、种、管、收于一体，试图让智能农机真正适配碎地块；有的以微型化、轻量化设计，将视野拓展至东盟丘陵市场；还有的从除草、运输等环节切入，为山地农业提供“下得了田、转得开身”的装备方案。\n\n![Image 9](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1016%2F743cc4f7j00tmzjvn0026d000m800dtg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n路演现场。人民网记者 雷琦竣摄\n\n“智能装备应用赛道紧扣广西丘陵山区农业痛点，参赛团队在智能农机精准作业、AI识别与特种机器人应用上展现了较高的创新水准和落地可能性。”赛道评委刘志平表示。\n\n糖料蔗、柑橘、水产畜牧是广西的特色优势产业，也是本次路演项目集中攻坚的方向。糖料蔗地里，从种植监测到收割运输，全链条都有智能装备的身影；柑橘园中，采摘机器人和病害AI筛查系统轮番登场；养殖场上，从生猪数字化监管到陆基圆池循环水养殖，从抗风浪智慧蚝排到牛群健康管理机器人，智能化手段正一点点渗透进养殖业的每个环节。\n\n路演现场，不少项目已迈出从实验室到田间地头的关键一步。“ARBORBIT树穹树上具身智能作业平台”负责人黄潇南介绍，团队研发的树干攀爬机器人旨在替代人工高空作业，实现监测、修剪、采摘全链条任务，实现“人在地面，机器上树”。“我们的研发总部在深圳，但希望以广西为市场接口，将实施场景落地到南宁、钦州等地，更快获得客户反馈，期待通过大赛获得更多关注与资源支持。”黄潇南表示。\n\n![Image 10](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1016%2Ffe943fbfj00tmzjvn002kd000m800etg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n“ARBORBIT树穹树上具身智能作业平台”路演。黄政琪摄\n\n学生组项目中，火龙果、百香果、猕猴桃等特色果种也成为AI视觉与遥感技术的应用场景，展现出青年学子对广西本土产业的深入观察。“智慧园林管控先行者”项目团队成员唐佳琪表示，团队从大一开始集结，目前已在八桂田园开展测试，“虽然尚未上市应用，但我们在不断打磨项目，确保跟上AI时代步伐。”\n\n“我们欣喜地看到，许多方案已具备在中国—东盟区域推广的潜力，实现了从实验室到田间地头的跨越。”刘志平表示，“期待这些优秀成果加速转化，为广西农业现代化和乡村振兴注入强劲的数字动能。”\n\n特别声明：以上内容(如有图片或视频亦包括在内)为自媒体平台“网易号”用户上传并发布，本平台仅提供信息存储服务。\n\nNotice: The content above (including the pictures and videos if any) is uploaded and posted by a user of NetEase Hao, which is a social media platform and only provides information storage services.\n\n[![Image 11](https:\u002F\u002Fstatic.ws.126.net\u002Ftie\u002F2017\u002F5\u002Ftie_box_ad_2.jpg)](http:\u002F\u002Fgo.163.com\u002F2017\u002F1030\u002Ftaidu\u002Findex.html)关闭\n\n[注册](http:\u002F\u002Freg.163.com\u002Freg0.shtml?product=tie&url=https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9CK66TV05346936.html)_|_[手机发跟贴](http:\u002F\u002Fm.163.com\u002Fnewsapp\u002F)\n\n登录并发贴\n\n网友评论仅供其表达个人看法，并不表明网易立场。\n\n目前没有热门跟贴\n\n目前没有跟贴，欢迎你发表观点\n\n[查看更多跟贴](https:\u002F\u002Fcomment.tie.163.com\u002FL9CK66TV05346936.html)\n\n[去跟贴广场看看](http:\u002F\u002Ftie.163.com\u002F?f=0tie)\n\n_\u002F_ 阅读下一篇 _\u002F_\n\n### 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奋进复兴征程·记者再走长征路）](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9E440HL0530QRMB.html?f=post2020_dy_recommends)\n\n人民资讯 2026-10-17 07:11:10\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9E440HL0530QRMB.html?f=post2020_dy_recommends) \n*   [![Image 26](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fbjnewsrec-cv.ws.126.net\u002Fthree974a36b0fdcj00tmy3x800q4d0048002tcg.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9ANECFJ05346936.html?f=post2020_dy_recommends)### [宜宾翠屏：稻虾轮作效益翻番稻田变“聚宝盆”](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9ANECFJ05346936.html?f=post2020_dy_recommends)\n\n金台资讯 2026-10-15 23:31:55\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9ANECFJ05346936.html?f=post2020_dy_recommends) \n*   [![Image 27](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fbjnewsrec-cv.ws.126.net\u002Fdoccover_gen\u002Fb47c5e23_8_cover.png&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9E3T6VJ0519AKBM.html?f=post2020_dy_recommends)### [科技助力高效收种](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9E3T6VJ0519AKBM.html?f=post2020_dy_recommends)\n\n经济日报 2026-10-17 07:07:27\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9E3T6VJ0519AKBM.html?f=post2020_dy_recommends) \n*   [![Image 28](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fbjnewsrec-cv.ws.126.net\u002Fthree3207eb2d40ej00tmwfee002jd200u000mig00u000mi.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97T44KC05346GQN.html?f=post2020_dy_recommends)### [天津首个国审肉羊新品种！滨海新区企业牵头12年选育](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97T44KC05346GQN.html?f=post2020_dy_recommends)\n\n中塘在线 2026-10-14 21:13:27\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97T44KC05346GQN.html?f=post2020_dy_recommends) \n*   [![Image 29](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fbjnewsrec-cv.ws.126.net\u002Fthree611f36ba68bj00tmzq590049d000u000lfg.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9COCGG505346936.html?f=post2020_dy_recommends)### [牛羊膘肥出栏忙海晏牧家喜增收](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9COCGG505346936.html?f=post2020_dy_recommends)\n\n金台资讯 2026-10-16 18:26:51\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9COCGG505346936.html?f=post2020_dy_recommends) \n*   [![Image 30](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fbjnewsrec-cv.ws.126.net\u002Fdoccover_gen\u002Fc38b8422_13_cover.png&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9E3T8KH0519AKBM.html?f=post2020_dy_recommends)### [减贫的奥秘，藏在“精准”里](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9E3T8KH0519AKBM.html?f=post2020_dy_recommends)\n\n经济日报 2026-10-17 07:07:29\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL9E3T8KH0519AKBM.html?f=post2020_dy_recommends) \n*   [![Image 31](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fvideoimg.ws.126.net\u002Fcover\u002F20261013\u002FrhsOGAJmM_cover.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVX868JTNN.html?f=post2020_dy_recommends)### [没想到现在年轻小伙子，也开始在家里搞农业化了](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVX868JTNN.html?f=post2020_dy_recommends)\n\n老八张 2026-10-14 07:31:00\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVX868JTNN.html?f=post2020_dy_recommends) \n*   [![Image 32](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fvideoimg.ws.126.net\u002Fcover\u002F20261013\u002FUGnpzwjaq_cover.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVX867EE4U.html?f=post2020_dy_recommends)### [砖缝里种萝卜你见过吗](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVX867EE4U.html?f=post2020_dy_recommends)\n\n地瓜看地球 2026-10-14 07:11:00\n\n[7 _跟贴_ 7](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVX867EE4U.html?f=post2020_dy_recommends) \n*   [![Image 33](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fvideoimg.ws.126.net\u002Fcover\u002F20261015\u002FoDPrYyAlW_cover.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVZ8BLAAKU.html?f=post2020_dy_recommends)### [男子在街边卖烤馕，“从早上六点一直干到晚上11点”，拍摄者：我们买他馕的人都希望他把价格定高一点](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVZ8BLAAKU.html?f=post2020_dy_recommends)\n\n氧气周末 2026-10-15 11:44:57\n\n[980 _跟贴_ 980](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVZ8BLAAKU.html?f=post2020_dy_recommends) \n*   [![Image 34](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fvideoimg.ws.126.net\u002Fcover\u002F20261016\u002FbsquA16Eh_cover.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVW8D3CTJU.html?f=post2020_dy_recommends)### [并且和奶奶过上了自给自足的田园生活](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVW8D3CTJU.html?f=post2020_dy_recommends)\n\n通勤崩溃观察员 2026-10-16 01:10:17\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVW8D3CTJU.html?f=post2020_dy_recommends) \n*   [![Image 35](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fvideoimg.ws.126.net\u002Fcover\u002F20261013\u002FkPdjup27v_cover.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVN87PV098.html?f=post2020_dy_recommends)### [安化自媒体博主齐聚一堂，到果园采摘桔子，大家一起互相交流](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVN87PV098.html?f=post2020_dy_recommends)\n\n山村小韩 2026-10-13 23:49:11\n\n[4 _跟贴_ 4](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVN87PV098.html?f=post2020_dy_recommends) \n*   [![Image 36](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fvideoimg.ws.126.net\u002Fcover\u002F20261013\u002FdWFCPZKVn_cover.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVR86E576G.html?f=post2020_dy_recommends)### [比刀鱼还贵的长江鲥鱼一条能卖上万元，鱼鳞比肉还贵、鲜美十足](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVR86E576G.html?f=post2020_dy_reco","人民网 雷琦竣 网易转载 2026 年 10 月 16 日",53,{"impact":345,"substance":416,"depth":173,"authority":585,"freshness":385,"relevant":455,"comment":1285},"省级智慧农业赛事路演报道，聚焦丘陵山区智能装备应用，时效性强但信息增量有限，可作为行业动态收录。",[1287],{"name":1282,"url":1279},[590,665,1289,1290,1291,1292],"智能装备","丘陵山区","柑橘","糖料蔗",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":1296},{"candidates":1297,"agricultural_evidence":603},[1298,1302,1306,1311,1315,1320,1325,1330,1335],{"code":16,"score":416,"supported":603,"title":1299,"abstract":1300,"tags":1301},[665],[665],[665],{"code":56,"score":416,"supported":603,"title":1303,"abstract":1304,"tags":1305},[590],[590],[590],{"code":286,"score":1249,"supported":603,"title":1307,"abstract":1308,"tags":1310},[],[1291,1309],"芒果",[1291],{"code":112,"score":400,"supported":603,"title":1312,"abstract":1313,"tags":1314},[],[1261],[1289],{"code":263,"score":616,"supported":603,"title":1316,"abstract":1317,"tags":1319},[],[1318],"粮食安全",[],{"code":332,"score":616,"supported":603,"title":1321,"abstract":1322,"tags":1324},[],[1323],"畜牧",[],{"code":388,"score":616,"supported":603,"title":1326,"abstract":1327,"tags":1329},[],[1328],"水产",[],{"code":104,"score":616,"supported":603,"title":1331,"abstract":1332,"tags":1334},[],[1333],"除草",[],{"code":32,"score":616,"supported":603,"title":1336,"abstract":1337,"tags":1338},[],[1207],[],[1340,1341],"广西 智慧农业 创新大赛","丘陵山区 智能装备 柑橘","广西智慧农业创新大赛-5109","2026-10-17T00:13:01.915392Z",{"id":1345,"title":1346,"url":1347,"summary":1348,"summary_zh":11,"content":11,"source_name":1349,"source_url":11,"published_at":932,"category":580,"cover_url":11,"hotness":385,"is_selected":581,"score":1350,"score_detail":1351,"sources":1353,"tags":1355,"primary_topic":1359,"secondary_topics":1360,"classification":1361,"search_phrases":1368,"slug":1371,"view_count":455,"doi":11,"paper":1372,"created_at":1379},5061,"国家数字乡村试点政策能否促进农业产业链和创新链融合发展","http:\u002F\u002Fjsjj.ijournals.cn\u002Ftechnology_economics\u002Fhome","鄢城名在《科学技术与工程》2026-10-14优先出版的研究,将国家数字乡村试点政策作为准自然实验,依托2016-2024年766个县(县级市、区)的面板数据,借助多期双重差分模型与中介效应模型,实证检验国家数字乡村试点政策对农业产业链和创新链融合发展的影响效应及中介效应。研究发现:国家数字乡村试点政策可正向促进农业产业链和创新链融合发展,且该结果经由系列稳健性检验后证实具有稳健性;中介效应检验发现,数据要素配置、耐心资本投入是核心中介变量;异质性检验发现,试点政策对低海拔、劳动力规模较大地区的促进效应更强。研究结论可为稳步推动农业产业链和创新链融合发展提供实践参考。","《科学技术与工程》优先出版 2026-10-14",84,{"impact":321,"substance":321,"depth":361,"authority":345,"freshness":173,"relevant":455,"comment":1352},"基于766个县面板数据的准自然实验研究，方法规范、结论稳健，对数字乡村与产业链创新链融合政策有实证参考价值。",[1354],{"name":1349,"url":1347},[590,901,1356,1357,1358],"农业产业链","创新链融合","耐心资本",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":1362},{"candidates":1363,"agricultural_evidence":603},[1364],{"code":56,"score":660,"supported":603,"title":1365,"abstract":1366,"tags":1367},[590],[590,901],[590,901],[1369,1370],"国家数字乡村试点 农业产业链 创新链","数字乡村试点 县域面板数据","国家数字乡村试点农业产业链创新链-5061",{"doi":11,"openalex_id":11,"authors":1373,"venue":11,"cited_by_count":424,"oa_url":11,"card":1374,"direction":645,"ingested_from":855},[],{"tldr":1375,"method":1376,"finding":1377,"direction":645,"opportunity":1378},"以国家数字乡村试点为准自然实验，检验政策对农业产业链与创新链融合的促进效应。","2016-2024年766县面板数据，多期双重差分与中介效应模型。","试点政策显著促进两链融合，数据要素配置与耐心资本投入是核心中介。","可探究数据要素与耐心资本如何协同驱动两链融合，并关注高海拔与劳动力不足地区的差异化政策设计。","2026-10-16T00:14:00.876540Z",{"id":1381,"title":1382,"url":1383,"summary":1384,"summary_zh":1385,"content":11,"source_name":1386,"source_url":1383,"published_at":1387,"category":580,"cover_url":11,"hotness":385,"is_selected":581,"score":1388,"score_detail":1389,"sources":1391,"tags":1393,"primary_topic":1396,"secondary_topics":1397,"classification":1398,"search_phrases":1405,"slug":1408,"view_count":424,"doi":1409,"paper":1410,"created_at":1427},5015,"EDUKASI DAN PENINGKATAN SCAM AWARENESS SEBAGAI UPAYA PENCEGAHAN PENIPUAN DIGITAL PADA MASYARAKAT DESA BANJARSARI","https:\u002F\u002Fdoi.org\u002F10.33558\u002Fan-nizam.v5i2.12860","The implementation of digital village initiatives in Indonesia has increasingly expanded access to digital technology in rural communities. However, the availability of technological infrastructure is not always accompanied by adequate digital literacy and cybersecurity awareness. In Desa Banjarsari, Bekasi Regency, limited understanding of digital terminology, security notifications, and common online fraud schemes may increase residents’ vulnerability to cyber threats, including phishing, malware, and social engineering. This community service program aimed to improve residents’ digital literacy and scam awareness through practical education on digital security and the recognition of online fraud risks. The program was conducted through direct engagement with the community, interactive discussions, and demonstrations of common digital security features and fraudulent practices. The educational activities emphasized the importance of understanding English terms frequently encountered in device interfaces, security notifications, and digital applications. By connecting digital terminology with everyday technology use, the program sought to strengthen participants’ practical understanding and awareness of online security. This initiative is expected to support more informed, safe, and responsible technology use among residents of Desa Banjarsari.","印度尼西亚数字乡村倡议的实施不断扩大农村社区获取数字技术的机会。然而，技术基础设施的可用性并不总是伴随着充分的数字素养和网络安全意识。在勿加泗县Banjarsari村，居民对数字术语、安全通知和常见网络诈骗手段的理解有限，这可能增加其遭受网络威胁的脆弱性，包括网络钓鱼、恶意软件和社交工程。本社区服务项目旨在通过数字安全和识别网络诈骗风险的实践教育，提升居民的数字素养和防诈骗意识。该项目通过与社区直接互动、互动讨论以及演示常见数字安全功能和诈骗手法来开展。教育活动强调理解设备界面、安全通知和数字应用中经常出现的英语术语的重要性。通过将数字术语与日常技术使用相联系，该项目旨在加强参与者对网络安全的实际理解和意识。该倡议有望支持Banjarsari村居民更加知情、安全和负责任地使用技术。","An-Nizam","2026-10-13T00:00:00Z",42,{"impact":173,"substance":416,"depth":385,"authority":609,"freshness":609,"relevant":455,"comment":1390},"印尼乡村数字素养与反诈教育案例，属数字乡村范畴但为地方性社区服务项目，信息增量与权威性有限，不建议进入每日精选。",[1392],{"name":1386,"url":1383},[590,591,1394,1395],"反诈防骗","印尼农村",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":1399},{"candidates":1400,"agricultural_evidence":603},[1401],{"code":56,"score":173,"supported":603,"title":1402,"abstract":1403,"tags":1404},[],[590,606],[590,591],[1406,1407],"Desa Banjarsari 数字素养","印尼 数字乡村 反诈","DesaBanjarsari数字素养-5015","10.33558\u002Fan-nizam.v5i2.12860",{"doi":1409,"openalex_id":1411,"authors":1412,"venue":1386,"cited_by_count":424,"oa_url":1383,"card":1422,"direction":645,"ingested_from":647},"W7221782802",[1413,1415,1418,1420],{"name":1414,"orcid":11},"Dzaki Maulana Aji",{"name":1416,"orcid":1417},"Siti Nurhidayah","https:\u002F\u002Forcid.org\u002F0000-0003-3822-861X",{"name":1419,"orcid":11},"Dian Desty Widyowati",{"name":1421,"orcid":11},"Ummi Khoiriyah",{"tldr":1423,"method":1424,"finding":1425,"direction":645,"opportunity":1426},"通过教育提升印尼Banjarsari村居民的数字素养与防诈骗意识，预防网络欺诈。","社区服务：直接互动、讨论和演示常见数字安全功能与诈骗手法。","数字基础设施普及未伴随足够数字素养，教育可增强居民对网络威胁的防范意识。","可研究数字素养培训对农村居民防诈骗行为的长期效果及与农业信息化的结合。","2026-10-15T23:30:42.078015Z",{"id":1429,"title":1430,"url":1431,"summary":1432,"summary_zh":11,"content":11,"source_name":1433,"source_url":11,"published_at":1387,"category":657,"cover_url":11,"hotness":385,"is_selected":581,"score":253,"score_detail":1434,"sources":1437,"tags":1439,"primary_topic":1441,"secondary_topics":1442,"classification":1443,"search_phrases":1472,"slug":1475,"view_count":69,"doi":11,"paper":11,"created_at":1476},4941,"农业(种植)行业可信数据空间首批成果发布 杭州拱墅打造'DeepSeek+农业'新高地","https:\u002F\u002Fszb.farmer.com.cn\u002Fnmrb\u002Fhtml\u002F2026\u002F20261013\u002F20261013_6\u002Fnmrb_20261013_13424_6_2109757807733608524.html","第五届全球数字贸易博览会'数据要素治理与市场化交流'专场活动上,发布农业(种植)行业可信数据空间首批5个高价值场景和首批50个生态伙伴。中国水稻研究所、中国农业科学院茶叶研究所、杭州市数据局、浙江省数据集团等共同发布。空间已统筹接入公共、科研、产业、企业四类资源,汇聚涵盖水稻、茶、番茄、脐橙等近40个典型场景,贯通病虫害防治、金融服务等近20个领域。","农民日报 2026 年 10 月 13 日",{"impact":1435,"substance":321,"depth":1119,"authority":345,"freshness":173,"relevant":455,"comment":1436},26,"全国首个农业种植行业可信数据空间首批成果落地，场景与生态伙伴数据具体，产业级意义突出，值得进入每日精选。",[1438],{"name":1433,"url":1431},[590,665,666,901,1440],"农业数据空间",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":1444},{"candidates":1445,"agricultural_evidence":603},[1446,1450,1454,1459,1464,1468],{"code":56,"score":408,"supported":603,"title":1447,"abstract":1448,"tags":1449},[],[901],[590,901],{"code":208,"score":616,"supported":603,"title":1451,"abstract":1452,"tags":1453},[],[210],[],{"code":279,"score":616,"supported":603,"title":1455,"abstract":1456,"tags":1458},[],[1457],"番茄",[],{"code":294,"score":616,"supported":603,"title":1460,"abstract":1461,"tags":1463},[],[1462],"茶叶",[],{"code":16,"score":455,"supported":581,"title":1465,"abstract":1466,"tags":1467},[],[],[665],{"code":24,"score":455,"supported":581,"title":1469,"abstract":1470,"tags":1471},[],[],[666],[1473,1474],"DeepSeek 拱墅","农业人工智能 农业数据空间 数字乡村 数据要素","DeepSeek拱墅-4941","2026-10-15T00:06:02.166271Z",{"id":1478,"title":1479,"url":1480,"summary":1481,"summary_zh":11,"content":1482,"source_name":1483,"source_url":11,"published_at":932,"category":657,"cover_url":11,"hotness":385,"is_selected":603,"score":1484,"score_detail":1485,"sources":1487,"tags":1489,"primary_topic":1491,"secondary_topics":1492,"classification":1493,"search_phrases":1516,"slug":1519,"view_count":424,"doi":11,"paper":11,"created_at":1520},4928,"专家解读:乘'数'而上 向'智'而行——《中国数字乡村发展报告(2019—2025年)》发布","https:\u002F\u002Fwww.ztnews.net\u002Farticle\u002Fshow-496095.html","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)》。报告指出,七年来,智慧农业实现了'四个跨越',从'基础覆盖'到'深化赋能',从'试点探索'到'快速起步',从'点状突破'到'系统推进',从'盆景'走向'风景'。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。报告全面展示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。","![Image 1](https:\u002F\u002Fwww.ztnews.net\u002FnewsImage\u002F202510\u002F507474e9510ac7c2.jpg)\n\n![Image 2](https:\u002F\u002Fwww.ztnews.net\u002FnewsImage\u002F202609\u002F28c83f013022f584.jpg)\n\n![Image 3](https:\u002F\u002Fwww.ztnews.net\u002FnewsImage\u002F202610\u002Ff0a75ae49ce17c47.gif)\n\n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。（作者：李韶民农业农村部信息中心副主任）\n\n* * *\n\n来源：中国网信网\n\n![Image 4](https:\u002F\u002Fwww.ztnews.net\u002FnewsImage\u002F202609\u002F0946bb54de14ff91.jpg)\n\n![Image 5](https:\u002F\u002Fwww.ztnews.net\u002FnewsImage\u002F202610\u002Fe74b87da1aae8515.gif)\n\n![Image 6](https:\u002F\u002Fwww.ztnews.net\u002FnewsImage\u002F202411\u002F5630c109c52e879c.jpg)","昭通新闻网 2026 年 10 月 14 日",91,{"impact":516,"substance":756,"depth":361,"authority":584,"freshness":585,"relevant":455,"comment":1486},"国家网信办与农业农村部联合发布的七年期权威报告解读，含农村互联网普及率69.5%、农机北斗终端350万台套等系统数据，政策与产业价值突出，值得进入每日精选。",[1488],{"name":1483,"url":1480},[590,665,666,1318,1490],"农业农村数据",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":1494},{"candidates":1495,"agricultural_evidence":603},[1496,1500,1504,1508,1512],{"code":56,"score":416,"supported":603,"title":1497,"abstract":1498,"tags":1499},[590],[590],[590],{"code":16,"score":400,"supported":603,"title":1501,"abstract":1502,"tags":1503},[],[665],[665],{"code":519,"score":616,"supported":603,"title":1505,"abstract":1506,"tags":1507},[],[1007],[],{"code":263,"score":455,"supported":581,"title":1509,"abstract":1510,"tags":1511},[],[],[1318],{"code":24,"score":455,"supported":581,"title":1513,"abstract":1514,"tags":1515},[],[],[666],[1517,1518],"中国数字乡村发展报告 2019—2025","国家互联网信息办公室 农业农村部 数字乡村","中国数字乡村发展报告2019—2025-4928","2026-10-15T00:05:53.301569Z",{"id":1522,"title":1523,"url":1524,"summary":1525,"summary_zh":11,"content":11,"source_name":1526,"source_url":11,"published_at":11,"category":580,"cover_url":11,"hotness":385,"is_selected":581,"score":1527,"score_detail":1528,"sources":1530,"tags":1532,"primary_topic":1536,"secondary_topics":1537,"classification":1538,"search_phrases":1549,"slug":1552,"view_count":616,"doi":11,"paper":1553,"created_at":1560},4863,"数字化销售能否提升农户议价能力?","http:\u002F\u002Fwww.qikanzj.com\u002Fhek\u002Fhznydxxbshkxb\u002Fmulu\u002F559120.html","基于数字经济赋能视角,本文结合1195份猕猴桃种植户问卷调查数据,运用条件混合回归模型实证探究数字化销售对农户议价能力的影响效果及其内在作用机制。结果表明:数字化销售可以显著提升农户议价能力,主要通过提高农户信息获取能力、增强农产品差异化以及提升农户风险承担能力三条路径实现;数字化销售对议价能力的提升存在明显的数字鸿沟,具体表现为低收入、低受教育水平农户与高收入、高受教育水平农户的议价能力提升效应存在显著差异;同乡镇内农户议价能力存在负向空间依赖性。","《华南农业大学学报(社会科学版)》西北农林科技大学",72,{"impact":660,"substance":321,"depth":361,"authority":345,"freshness":69,"relevant":455,"comment":1529},"基于1195份猕猴桃种植户问卷的实证研究，揭示数字化销售提升农户议价能力的三条路径及数字鸿沟效应，数据扎实、结论有新意，但时效性偏弱。",[1531],{"name":1526,"url":1524},[590,1533,707,1534,1535],"猕猴桃","数字化销售","农户议价能力",{"code":56,"slug":57,"name":58,"path":59,"parent_code":7},[],{"status":598,"locked":581,"version":4,"method":599,"evidence":1539},{"candidates":1540,"agricultural_evidence":603},[1541,1545],{"code":56,"score":408,"supported":603,"title":1542,"abstract":1543,"tags":1544},[],[707],[590,707],{"code":286,"score":400,"supported":603,"title":1546,"abstract":1547,"tags":1548},[],[1533],[1533],[1550,1551],"猕猴桃种植户 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