[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3636":3,"related-3636":39},{"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,"search_phrases":33,"slug":36,"view_count":37,"doi":8,"paper":8,"created_at":38},3636,"以农业科技创新支撑农业强国建设——人民日报理论版发表中国农业科学院署名文章","https:\u002F\u002Fcaas.cn\u002Fxwzx\u002Ftpxw\u002F76f0e0b59253478d977bb8ed2153f0e7.htm","9月23日第九个中国农民丰收节当天，人民日报理论版'深入学习贯彻习近平新时代中国特色社会主义思想'专栏发表中国农业科学院署名文章《以科技创新支撑农业强国建设》。文章指出：'十五五'规划纲要设置'加快农业农村现代化 扎实推进乡村全面振兴'专篇，要求'强化农业科技和装备支撑'。要把党中央决策部署落到实处，要锚定高水平农业科技自立自强目标，加快提升农业科技创新体系整体效能。我国人口数量占世界比重约17%但耕地资源仅占9%，人均耕地面积不足世界平均水平的40%，丘陵山区占1\u002F3以上，淡水资源只占6%。",null,"习近平总书记指出：“要完善符合科技创新规律的资源配置方式”。当前，随着新一轮科技革命和产业变革加速突破，人工智能、生物制造、新材料、新能源等领域的重大科技成果不断涌现，向农业农村各领域渗透融合，农业科技创新体系整体效能进一步提升，正展现出更强劲的动能。加快推动农业科技创新，必须充分认识和遵循农业科技创新规律，准确把握农业科技的发展趋势和时代要求。\n\n农业科技创新具有研究周期长、系统复杂性强、区域差异突出等特征。农业科技创新以动植物、微生物等生命体为主要研究对象，是围绕生命体开展的多学科交叉融合研究。比如，水稻新品种培育一般需要10年左右，肉牛新品种培育需要40年左右。这决定了农业科技创新必须遵循生命节律、遗传规律、气候地理等自然规律。同时，农业生产是一个开放的复杂系统，作物种植涉及土、肥、水、种、保、管、工等各个方面，畜禽养殖包括种、料、繁、舍、病、管等诸多环节，各方面各环节相互影响、相互制约，具有很强的系统性。农业科研成果应用受气候类型、水土条件、耕作制度等影响十分显著，“橘生淮南则为橘，生于淮北则为枳”就是生动写照。因此，推进农业科技创新既要坚持长期连续投入，还要注重全链条、多区域系统布局。\n\n农业科技创新必须切实保障粮食和重要农产品稳定安全供给。农业科技创新直接关系老百姓的“米袋子”“菜篮子”，是保障人民基本生活需求、保障国家粮食安全的重要支撑。特别是底盘技术、核心种源、关键农机装备等一旦受制于人，将给国家安全带来重大挑战。农业基础研究、关键核心技术攻关等科研活动投入大、周期长、风险高，直接经济效益不明显，但一个突破性品种可能惠及整个产业，一项绿色技术推广可能改善整个区域生态环境，社会收益巨大，具有显著的正外部性和公益属性。因此，在充分发挥市场在创新资源配置中决定性作用的同时，要更好发挥政府作用，确保聚焦国家战略需求，提供有力有效的科技公共产品。\n\n农业科技创新正由单项技术突破加快转向体系化、全链条协同创新。当前，以基因编辑、生物合成为代表的前沿生物技术不断突破，以人工智能、区块链等为代表的新一代信息技术加速演进，推动农业科技创新对象由传统生命体向“生命体+数据+模型”复合系统拓展，带动农业科技创新模式向数据驱动、智能赋能、场景验证一体化转型，数据要素和智能算法正深度嵌入研发、试验、推广全过程。同时，大面积单产提升需求更加迫切，推动农业科技创新由提供单项产品或技术加快转向因地制宜提供定制化、集成化、场景化的系统解决方案。比如，东北粮食主产区需要集成良种、密植、农机、水肥一体化的增产增效技术方案，西南丘陵山区需要轻简适用、机艺结合、抗灾稳产的技术方案。因此，必须加强有组织科研，加强全产业链攻关，加快推动农业科技创新从“单兵突进”向“体系作战”转变。","中国农业科学院（人民日报理论版）2026-09-23","2026-09-23T00:00:00Z","报道",10,true,84,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},27,20,17,15,5,1,"国家级科研机构在央媒理论版系统阐述农业科技创新规律与体系化转型方向，权威性与政策信号价值突出，但属理论阐释而非新增政策条款，时效性一般。",[25],{"name":10,"url":6},[27,28,29,30,31,32],"智慧农业","粮食安全","生物育种","农业强国","农业科技创新","有组织科研",[34,35],"中国农业科学院 农业科技创新","人民日报理论版 农业强国","中国农业科学院农业科技创新-3636",0,"2026-09-28T00:02:58.534635Z",{"total":40,"page":22,"page_size":40,"items":41},6,[42,85,128,174,205,232],{"id":43,"title":44,"url":45,"summary":46,"summary_zh":47,"content":8,"source_name":48,"source_url":45,"published_at":49,"category":50,"cover_url":8,"hotness":13,"is_selected":51,"score":52,"score_detail":53,"sources":59,"tags":61,"search_phrases":65,"slug":68,"view_count":37,"doi":69,"paper":70,"created_at":84},3613,"AI-Assisted Demand Forecasting and Production Scheduling for High-Volume Food Manufacturing in Saudi Arabia: A Food Security Framework for Vision 2030","https:\u002F\u002Fdoi.org\u002F10.64388\u002Firev10i3-1723457","High-volume food manufacturing in Saudi Arabia is increasingly exposed to volatile demand, short product life cycles, promotion-driven peaks, imported input dependencies, capacity bottlenecks, and the operational consequences of seasonal and religious events. These conditions make demand forecasting and production scheduling inseparable rather than sequential planning tasks. This review synthesizes research published between 2020 and 2025 on artificial intelligence-assisted demand forecasting, perishable-product planning, finite-capacity scheduling, digital-twin-enabled decision support, and food supply-chain resilience. The study develops an integrated framework in which demand sensing produces probabilistic forecasts that are translated into production decisions through capacity, shelf-life, sanitation, changeover, labour, inventory, and service constraints. Evidence indicates that machine-learning and deep-learning methods can improve forecast accuracy when promotions, weather, calendar events, regional variation, and censored demand are represented appropriately, while optimization models can convert these signals into feasible schedules that reduce changeovers, waste, shortages, and unstable resource use [1-8]. The review also identifies a persistent implementation gap: forecasting studies often stop at predictive accuracy, whereas scheduling studies frequently assume demand inputs are fixed and reliable. The proposed framework closes this gap by linking forecast uncertainty, rolling-horizon scheduling, execution feedback, and food-security outcomes. For Saudi manufacturers, the value of this integration lies not only in lower cost, but also in improving product availability, freshness, localized processing capacity, shock recovery, and evidence-based management under Vision 2030. The paper concludes with a staged implementation roadmap and research priorities for explainability, cross-site scheduling, event-aware forecasting, data governance, and resilient planning.","沙特阿拉伯的大规模食品制造日益面临需求波动、产品生命周期短、促销驱动的峰值、进口原料依赖、产能瓶颈以及季节性和宗教事件的运营影响。这些条件使得需求预测与生产调度成为不可分割的任务，而非顺序规划任务。本文综述了2020年至2025年间发表的相关研究，涵盖人工智能辅助需求预测、易腐产品规划、有限产能调度、数字孪生赋能的决策支持以及食品供应链韧性。研究构建了一个集成框架，其中需求感知产生概率预测，并通过产能、保质期、卫生、换产、劳动力、库存和服务约束转化为生产决策。证据表明，当促销、天气、日历事件、区域差异和截尾需求得到适当表征时，机器学习和深度学习方法能够提高预测精度，而优化模型可将这些信号转化为可行的调度方案，从而减少换产、浪费、缺货和不稳定的资源使用[1-8]。本综述还指出了一个持续存在的实施缺口：预测研究往往止步于预测精度，而调度研究则常常假设需求输入是固定且可靠的。所提出的框架通过将预测不确定性、滚动时域调度、执行反馈和食品安全结果联系起来，弥合了这一缺口。对于沙特制造商而言，这种集成的价值不仅在于降低成本，还在于改善产品可得性、新鲜度、本地化加工能力、冲击恢复能力以及“2030愿景”下的循证管理。本文最后提出了分阶段实施路线图以及可解释性、跨厂区调度、事件感知预测、数据治理和韧性规划方面的研究优先事项。","Iconic Research and Engineering Journals","2026-09-25T00:00:00Z","论文",false,60,{"impact":54,"substance":55,"depth":56,"authority":40,"freshness":57,"relevant":22,"comment":58},12,18,16,8,"综述性论文，提出AI需求预测与生产排程整合框架，对智慧农业与粮食安全有参考价值，但属境外研究且期刊权威性一般。",[60],{"name":48,"url":45},[27,62,28,63,64],"农业人工智能","供应链韧性","生产调度",[66,67],"沙特阿拉伯 食品制造 需求预测","Vision 2030 粮食安全","沙特阿拉伯食品制造需求预测-3613","10.64388\u002Firev10i3-1723457",{"doi":69,"openalex_id":71,"authors":72,"venue":48,"cited_by_count":37,"oa_url":75,"card":76,"direction":82,"ingested_from":83},"W7214295236",[73],{"name":74,"orcid":8},"Atif Maqbool Syed","https:\u002F\u002Fwww.irejournals.com\u002Fformatedpaper\u002F1723457.pdf",{"tldr":77,"method":78,"finding":79,"direction":80,"opportunity":81},"综述2020-2025年AI需求预测与生产调度研究，提出沙特食品制造整合框架以保障Vision 20","文献综述2020-2025年AI预测、易腐品规划、有限产能调度与数字孪生研究。","预测研究止于精度、调度研究假设需求固定，整合框架可弥合实施鸿沟并提升粮食安全。","农业人工智能与决策模型","可研究事件感知预测与滚动调度耦合、跨工厂协同及可解释AI在食品供应链韧性中的应用。","智慧农业 \u002F 农业物联网","openalex","2026-09-27T23:30:14.516185Z",{"id":86,"title":87,"url":88,"summary":89,"summary_zh":90,"content":8,"source_name":91,"source_url":88,"published_at":92,"category":50,"cover_url":8,"hotness":13,"is_selected":51,"score":93,"score_detail":94,"sources":98,"tags":100,"search_phrases":104,"slug":107,"view_count":37,"doi":108,"paper":109,"created_at":127},3546,"When Winters Fail: How Warming Winters Fuel Pest Resurgence and Threaten Food Security","https:\u002F\u002Fdoi.org\u002F10.1002\u002Fpei3.70216","ABSTRACT The Mediterranean fruit fly ( Ceratitis capitata , Wiedemann; Diptera: Tephritidae), commonly known as the Medfly, re‐emerged in Mazandaran province, northern Iran—home to an estimated 25% of the nation's fruit crops and approximately 80% of its citrus production—following its apparent eradication in 1984, an outcome consistent with several years of pheromone‐trap surveillance without further captures. Its return in 2006 and subsequent spread is consistent with a broader phenomenon we term the erosion of climatic pest barriers: seasonal thermal conditions that have historically suppressed or excluded pest populations, and which appear to be weakening as winters warm. Warming may facilitate Medfly persistence by relaxing overwintering limitation, although reinvasion pressure, host availability, fruit movement, and surveillance and management practices likely also contribute. In Mazandaran, growers report substantial on‐tree citrus losses during heavy infestation years, and pest‐induced fruit wounding may provide infection courts for common postharvest fungal pathogens, compounding losses for smallholder producers. Current management relies heavily on organophosphate insecticides, particularly malathion, whose hazard classification and associated risks are well documented, even though realized exposure‐related risk in practice depends on application conditions. We situate the Mazandaran case within a broader global pattern of climate‐associated pest range expansion and weakened biological control, and argue that resilience‐based alternatives—including the Sterile Insect Technique, entomopathogenic agents, and threshold‐guided digital monitoring, embedded within climate‐smart agriculture frameworks—offer a technically proven, though not yet regionally established, pathway forward. We propose that climatic pest barriers merit recognition as an ecosystem service whose erosion under warming carries implications for temperate agricultural systems beyond this case.","地中海实蝇（Ceratitis capitata，Wiedemann；双翅目：实蝇科），俗称地中海果蝇，在1984年明显被根除后，重新出现在伊朗北部的马赞德兰省——该省估计占全国水果作物的25%和柑橘产量的约80%——这一根除结果与多年信息素诱捕监测未再捕获到该虫的情况一致。其2006年的重现及随后的扩散，与我们所称的“气候性有害生物屏障侵蚀”这一更广泛现象相符：历史上抑制或排除有害生物种群的季节性热条件，似乎正随着冬季变暖而减弱。气候变暖可能通过放宽越冬限制而促进地中海实蝇的存续，尽管再入侵压力、寄主可获得性、水果调运以及监测和管理实践也可能起作用。在马赞德兰，种植者报告在严重侵染年份柑橘树上果实损失巨大，且有害生物造成的果实伤口可能为常见的采后真菌病原体提供侵染位点，加剧了小农户的损失。当前的管理严重依赖有机磷杀虫剂，尤其是马拉硫磷，其危害分类及相关风险已有充分记录，尽管实际中与暴露相关的现实风险取决于施药条件。我们将马赞德兰的案例置于气候相关的有害生物分布区扩张和生物防治减弱的更广泛全球格局中，并认为基于韧性的替代方案——包括昆虫不育技术、昆虫病原制剂和阈值引导的数字监测，嵌入气候智慧型农业框架内——提供了一条技术上经过验证但尚未在区域内建立的可行路径。我们提出，气候性有害生物屏障值得被认定为一种生态系统服务，其在变暖下的侵蚀对温带农业系统的影响超越了本案例。","Plant-Environment Interactions","2026-09-24T00:00:00Z",78,{"impact":55,"substance":95,"depth":55,"authority":96,"freshness":57,"relevant":22,"comment":97},21,13,"以伊朗马赞德兰地中海实蝇复现为案例，提出气候性害虫屏障退化概念，并给出昆虫不育技术、数字化阈值监测等气候智慧农业路径，对暖冬区农业植保与粮食安全具参考价值。",[99],{"name":91,"url":88},[27,28,101,102,103],"气候智慧农业","柑橘产业","害虫监测",[105,106],"地中海实蝇 马赞德兰 柑橘","气候变暖 害虫越冬 粮食安全","地中海实蝇马赞德兰柑橘-3546","10.1002\u002Fpei3.70216",{"doi":108,"openalex_id":110,"authors":111,"venue":91,"cited_by_count":37,"oa_url":88,"card":121,"direction":82,"ingested_from":83},"W7214309725",[112,115,117,119],{"name":113,"orcid":114},"Mostafa Farajpour","https:\u002F\u002Forcid.org\u002F0000-0003-4223-502X",{"name":116,"orcid":8},"Shahab Mirinejad",{"name":118,"orcid":8},"Mitra Moezipour",{"name":120,"orcid":8},"Mohammad Sadat‐Hosseini",{"tldr":122,"method":123,"finding":124,"direction":125,"opportunity":126},"以伊朗马赞德兰省地中海实蝇重现为例，提出气候害虫屏障侵蚀概念，探讨暖冬致害虫复苏威胁粮食安全。","结合害虫监测历史、农户损失报告与文献综述，分析暖冬对越冬限制的放松。","暖冬削弱气候害虫屏障，使地中海实蝇重新定殖并扩散，威胁柑橘等作物生产与粮食安全。","农业绿色发展与碳","可量化气候害虫屏障作为生态系统服务的价值，并开发阈值引导的数字监测与气候智慧型害虫管理方案。","2026-09-26T23:30:12.754871Z",{"id":129,"title":130,"url":131,"summary":132,"summary_zh":133,"content":8,"source_name":134,"source_url":131,"published_at":11,"category":50,"cover_url":8,"hotness":13,"is_selected":51,"score":135,"score_detail":136,"sources":138,"tags":140,"search_phrases":144,"slug":147,"view_count":37,"doi":148,"paper":149,"created_at":173},3477,"Ratoon rice under a changing climate: Physiological responses and management strategies","https:\u002F\u002Fdoi.org\u002F10.14719\u002Fpst.16473","Ratoon rice has gained attention as a sustainable strategy for maintaining rice productivity under changing climatic conditions, where rising temperatures, irregular rainfall, droughts, floods and other extreme weather events threaten crop productivity and global food security. Ratoon rice has emerged as a resource efficient and climate smart production method as it makes use of the regenerative ability of plants to generate a second harvest from stubble of the main crop. Compared to conventional rice cultivation, ratoon rice requires less labor, reduced inputs and a shorter growing period while improving land, water and nutrient use efficiency. However, the physiological responses of rice plants to changing environmental conditions are important for the success of ratoon crops. Bud regeneration, carbohydrate reserve mobilisation, hormonal regulation, photosynthetic efficiency and source sink relationship play a critical role in determining ratoon establishment and yield under climatic stress. Ratoon rice is more resilient to heat, drought, flooding and other environmental challenges when the appropriate management techniques such as optimal stubble height, balanced nutrition, effective irrigation and plant growth regulators are used. Furthermore, improving soil health through organic amendments and beneficial microbial interactions contributes to greater stress tolerance and sustainable productivity. Ratoon rice production is still limited despite its potential due to automation issues, yield instability and climate related hazards. To enhance the adaptation under shifting climatic conditions, future research should concentrate on creating climate-resilient ratoon cultivars, precision nutrient and water management technologies and decision support systems. This review summarises the physiological response of ratoon rice to climate change and highlights effective management strategies that can enhance productivity, resource use efficiency and sustainability, thereby supporting resilient rice production and long term food security.","再生稻作为一种在气候变化条件下维持水稻生产力的可持续策略而受到关注，气温升高、降雨不规律、干旱、洪涝及其他极端天气事件正威胁作物生产力和全球粮食安全。再生稻已成为一种资源高效且气候智慧型的生产方式，因为它利用植物的再生能力，从主作物的稻桩上获得第二次收获。与传统水稻栽培相比，再生稻所需劳动力更少、投入更低、生育期更短，同时提高了土地、水分和养分利用效率。然而，水稻植株对环境条件变化的生理响应对于再生稻作的成功至关重要。在气候胁迫下，芽再生、碳水化合物储备动员、激素调控、光合效率及源库关系在决定再生稻建成和产量方面发挥着关键作用。当采用适宜的管理技术，如最佳留桩高度、平衡营养、有效灌溉和植物生长调节剂时，再生稻对高温、干旱、洪涝及其他环境挑战具有更强的适应力。此外，通过有机改良和有益微生物互作改善土壤健康，有助于提高抗逆性和可持续生产力。尽管再生稻生产潜力巨大，但由于自动化问题、产量不稳定及气候相关灾害，其发展仍然受限。为增强在不断变化的气候条件下的适应性，未来研究应集中于培育气候韧性再生稻品种、精准养分和水分管理技术及决策支持系统。本综述总结了再生稻对气候变化的生理响应，并重点介绍了能够提高生产力、资源利用效率和可持续性的有效管理策略，从而支持具有韧性的水稻生产和长期粮食安全。","Plant Science Today",73,{"impact":20,"substance":18,"depth":19,"authority":96,"freshness":57,"relevant":22,"comment":137},"综述系统梳理再生稻应对气候变化的生理机制与管理策略，专业性强但属学术综述，产业即时影响有限。",[139],{"name":134,"url":131},[27,28,141,142,143],"再生稻","气候变化","水稻栽培",[145,146],"再生稻 气候变化 栽培管理","Plant Science Today 再生稻","再生稻气候变化栽培管理-3477","10.14719\u002Fpst.16473",{"doi":148,"openalex_id":150,"authors":151,"venue":134,"cited_by_count":37,"oa_url":167,"card":168,"direction":82,"ingested_from":83},"W7214098380",[152,155,158,161,164],{"name":153,"orcid":154},"R Abirami","https:\u002F\u002Forcid.org\u002F0009-0002-8075-9908",{"name":156,"orcid":157},"R Vigneshwari","https:\u002F\u002Forcid.org\u002F0000-0002-4417-1034",{"name":159,"orcid":160},"K. Malarkodi","https:\u002F\u002Forcid.org\u002F0000-0002-8974-9389",{"name":162,"orcid":163},"N Sakthivel","https:\u002F\u002Forcid.org\u002F0009-0005-8248-3812",{"name":165,"orcid":166},"Koothan Vanitha","https:\u002F\u002Forcid.org\u002F0000-0001-8516-9275","https:\u002F\u002Fhorizonepublishing.com\u002Fjournals\u002Findex.php\u002FPST\u002Farticle\u002Fdownload\u002F16473\u002F16260",{"tldr":169,"method":170,"finding":171,"direction":125,"opportunity":172},"综述再生稻在气候变化下的生理响应与栽培管理策略，以提升产量与可持续性。","文献综述，聚焦再生芽、碳储备、激素、光合及源库关系等生理机制。","优化留桩高度、水肥与生长调节剂可增强再生稻抗逆性，但自动化与产量稳定性仍受限。","可研发气候韧性再生稻品种及精准水肥决策支持系统，并探索微生物互作提升抗逆性。","2026-09-25T23:30:11.458343Z",{"id":175,"title":176,"url":177,"summary":178,"summary_zh":8,"content":8,"source_name":179,"source_url":8,"published_at":180,"category":50,"cover_url":8,"hotness":13,"is_selected":51,"score":181,"score_detail":182,"sources":185,"tags":187,"search_phrases":191,"slug":194,"view_count":37,"doi":8,"paper":195,"created_at":204},3450,"《数智技术赋能农业新质生产力：内在机理、驱动要素与实现进路》","http:\u002F\u002Fwww.qikanzj.com\u002Fhek\u002Fjianghuailuntan\u002Fmulu\u002F678750.html","孙壮珍从数智技术赋能农业新质生产力内在机理入手，分析数智技术赋能农业新质生产力驱动要素，并从主体-组织-制度全域视角提出通过构建利益导向机制、培育新型载体平台、推进制度调适的实现进路。文章认为农业新质生产力有高度的渗透性与广泛的链接性，能够进一步拓展农业的生产空间与效率边界，变革农业生产的工艺、技术与流程，加速我国农业强国建设的进程。","《江淮论坛》\u002F西南科技大学","2026-09-20T00:00:00Z",75,{"impact":55,"substance":18,"depth":19,"authority":183,"freshness":40,"relevant":22,"comment":184},14,"核心期刊论文，从机理、要素到实现进路系统论述数智技术赋能农业新质生产力，理论增量明确，但属学术探讨而非政策落地，时效性一般。",[186],{"name":179,"url":177},[188,27,189,30,190],"数字乡村","农业新质生产力","数智技术",[192,193],"数智技术 农业新质生产力","江淮论坛 农业新质生产力","数智技术农业新质生产力-3450",{"doi":8,"openalex_id":8,"authors":196,"venue":8,"cited_by_count":37,"oa_url":8,"card":197,"direction":201,"ingested_from":203},[],{"tldr":198,"method":199,"finding":200,"direction":201,"opportunity":202},"分析数智技术赋能农业新质生产力的内在机理、驱动要素与实现进路。","理论分析，从主体-组织-制度全域视角提出机制、平台与制度调适路径。","农业新质生产力具高渗透性与广链接性，可拓展生产空间与效率边界，加速农业强国建设。","数字乡村与农业信息化","可实证检验数智技术赋能农业新质生产力的机制与制度调适效果，弥补纯理论分析不足。","agent","2026-09-25T00:09:34.845621Z",{"id":206,"title":207,"url":208,"summary":209,"summary_zh":8,"content":8,"source_name":210,"source_url":8,"published_at":180,"category":50,"cover_url":8,"hotness":13,"is_selected":51,"score":211,"score_detail":212,"sources":215,"tags":217,"search_phrases":220,"slug":223,"view_count":37,"doi":8,"paper":224,"created_at":231},3448,"《新质生产力赋能农业数智化转型论析》","http:\u002F\u002Fwww.qikanzj.com\u002Fhek\u002Fhznydxxbshkxb\u002Fmulu\u002F559178.html","论文阐述新质生产力为农业数智化出场提供马克思主义生产力理论基础；指明新一轮科技革命和产业变革的历史交汇；阐明农业数智化的跃迁升级源于新质生产力的持续赋能。指出新质生产力赋能农业数智化转型面临'人-物-链'系统性、闭环型困境：农业数智化人才匮乏、基础设施滞后、产业链供应链集成化水平较低、产业政策支持力度不足。建议以推动农业颠覆性科技创新运用为核心，以构建农业数智化生态链和加速农业全要素提质增效为两翼。","《华中农业大学学报（社会科学版）》",80,{"impact":213,"substance":95,"depth":55,"authority":183,"freshness":21,"relevant":22,"comment":214},22,"核心期刊论文，从马克思主义生产力理论切入系统剖析农业数智化转型的“人-物-链”困境与对策，理论深度与政策参考价值兼具，但属学术论析而非新政策或数据发布，时效性一般。",[216],{"name":210,"url":208},[188,27,218,31,219],"新质生产力","农业数智化",[221,222],"华中农业大学学报 农业数智化","新质生产力 农业转型","华中农业大学学报农业数智化-3448",{"doi":8,"openalex_id":8,"authors":225,"venue":8,"cited_by_count":37,"oa_url":8,"card":226,"direction":201,"ingested_from":203},[],{"tldr":227,"method":228,"finding":229,"direction":201,"opportunity":230},"从马克思主义生产力理论出发，分析新质生产力赋能农业数智化转型的困境与路径。","理论分析与政策论述，围绕'人-物-链'框架展开。","农业数智化面临人才匮乏、设施滞后、产业链集成低、政策支持不足等系统性困境。","可针对'人-物-链'困境开展实证测度与区域差异研究，检验政策干预效果。","2026-09-25T00:09:34.724043Z",{"id":233,"title":234,"url":235,"summary":236,"summary_zh":8,"content":8,"source_name":237,"source_url":8,"published_at":238,"category":50,"cover_url":8,"hotness":13,"is_selected":51,"score":93,"score_detail":239,"sources":241,"tags":243,"search_phrases":246,"slug":249,"view_count":37,"doi":8,"paper":250,"created_at":257},3321,"数智化如何提升粮食供应链韧性——基于空间溢出与农业集聚的实证分析（2011—2023省级面板）","http:\u002F\u002Fwww.qikanvip.com\u002Fqkml\u002F165475.html","《农业经济与管理》2026年第03期。李盛竹、王延浩、姜金贵（重庆邮电大学\u002F哈尔滨工程大学）基于2011—2023年中国省级面板数据，构建数智化与粮食供应链韧性综合评价指标体系。结果显示：数智化显著增强了粮食供应链韧性；该结论经过一系列稳健性检验与内生性处理后依然成立，且在粮食主产区和西部地区的促进作用更为突出。机制分析表明，农业生产水平在数智化影响粮食供应链韧性过程中，发挥着正向调节作用；农业产业集聚具有显著的门槛效应，只有跨越特定集聚水平后，数智化的促进作用才更为明显。此外，数智化对粮食供应链韧性的影响存在显著的空间溢出效应。","《农业经济与管理》2026年第03期","2026-09-17T00:00:00Z",{"impact":55,"substance":213,"depth":55,"authority":183,"freshness":40,"relevant":22,"comment":240},"基于2011—2023省级面板的实证研究，方法规范、结论有新意，对数字乡村与粮食安全议题有参考价值，但属学术论文，公共传播性有限。",[242],{"name":237,"url":235},[188,27,28,244,245],"空间溢出","农业产业集聚",[247,248],"数智化 粮食供应链韧性","农业集聚 门槛效应","数智化粮食供应链韧性-3321",{"doi":8,"openalex_id":8,"authors":251,"venue":8,"cited_by_count":37,"oa_url":8,"card":252,"direction":201,"ingested_from":203},[],{"tldr":253,"method":254,"finding":255,"direction":201,"opportunity":256},"基于2011—2023省级面板，实证检验数智化对粮食供应链韧性的提升作用及机制。","省级面板数据，构建综合评价指标体系，调节效应、门槛模型与空间溢出分析。","数智化显著增强粮食供应链韧性，主产区和西部更突出，农业集聚存在门槛效应。","可探究数智化空间溢出的衰减边界与跨区域协同机制，及集聚门槛的差异化政策设计。","2026-09-24T00:04:02.337256Z"]