[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3334":3,"related-3334":60},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":6,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":23,"tags":25,"search_phrases":31,"slug":34,"view_count":35,"doi":36,"paper":37,"created_at":59},3334,"Food waste in traditional cultural foods: evidence from the mooncake industry in China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1910791","Introduction Food waste was detrimental to both consumers and society, while reducing food waste was conducive to ensuring food security and environmental sustainability. Mooncake, a traditional Chinese festival food, symbolizes reunion and auspiciousness during the Mid-Autumn Festival. Methods The Chinese food manufacturing industry faced dual challenges of scale expansion and profit decline. However, data from mooncake enterprises revealed that overcapacity exacerbated supply-demand imbalances, necessitating a shift from extensive growth to operational optimization. This study utilizes a comprehensive dataset comprising both enterprises mooncake data and consumers mooncake data. Through a nationwide field survey, 4133 valid consumer samples were collected. Results The findings indicated that the behavior of mooncake waste by consumers was quite common, with a per capita annual mooncake waste by consumers were 129.67 grams. This meant that approximately one-third of the total production annual of mooncake enterprises was wasted. The mooncake wastage behavior of consumers was associated with factors such as marital status and income. Discussion These insights could offer valuable references for mooncake enterprises to refine their strategies and reflected societal acceptance of traditional culture. This study provided actionable recommendations for integrating traditional cultural foods into the modern food consumer market.","引言 食物浪费对消费者和社会均有害，而减少食物浪费有助于保障粮食安全和环境可持续性。月饼作为中国传统节日食品，在中秋节象征着团圆和吉祥。方法 中国食品制造业面临规模扩张与利润下降的双重挑战。然而，来自月饼企业的数据显示，产能过剩加剧了供需失衡，亟需从粗放式增长转向运营优化。本研究利用包含企业月饼数据和消费者月饼数据的综合数据集。通过全国性实地调查，收集了4133份有效消费者样本。结果 研究结果表明，消费者月饼浪费行为相当普遍，消费者人均每年月饼浪费量为129.67克。这意味着月饼企业年总产量中约有三分之一被浪费。消费者的月饼浪费行为与婚姻状况和收入等因素相关。讨论 这些见解可为月饼企业优化策略提供有价值的参考，并反映了社会对传统文化的接受程度。本研究为将传统文化食品融入现代食品消费市场提供了可操作的建议。",null,"Frontiers in Sustainable Food Systems","2026-09-23T00:00:00Z","论文",10,false,79,{"impact":17,"substance":18,"depth":17,"authority":19,"freshness":20,"relevant":21,"comment":22},18,22,13,8,1,"基于4133份全国消费者调查的月饼浪费实证研究，数据扎实、结论有产业参考价值，但属细分行业议题，影响力有限。",[24],{"name":10,"url":6},[26,27,28,29,30],"粮食安全","食物浪费","月饼产业","传统食品","消费行为",[32,33],"月饼产业 食物浪费 中国","传统食品 月饼产业 消费行为 粮食安全","月饼产业食物浪费中国-3334",0,"10.3389\u002Ffsufs.2026.1910791",{"doi":36,"openalex_id":38,"authors":39,"venue":10,"cited_by_count":35,"oa_url":6,"card":52,"direction":56,"ingested_from":58},"W7214090391",[40,42,45,48,50],{"name":41,"orcid":9},"Panpan Zhang",{"name":43,"orcid":44},"Li Liu","https:\u002F\u002Forcid.org\u002F0000-0002-0903-9679",{"name":46,"orcid":47},"Xiaohua Zhu","https:\u002F\u002Forcid.org\u002F0000-0003-0495-9510",{"name":49,"orcid":9},"Fangyuan Sun",{"name":51,"orcid":9},"Jing Lin",{"tldr":53,"method":54,"finding":55,"direction":56,"opportunity":57},"基于全国4133份消费者调查，量化中国月饼消费浪费并分析其影响因素。","全国实地问卷调查4133份消费者数据，结合月饼企业数据统计分析。","消费者人均年浪费月饼129.67克，约占总产量三分之一，与婚姻和收入相关。","数字乡村与农业信息化","可延伸至传统节日食品供应链数字化与需求预测，减少产能过剩型浪费。","openalex","2026-09-24T23:30:07.290297Z",{"total":61,"page":21,"page_size":61,"items":62},6,[63,109,149,179,203,229],{"id":64,"title":65,"url":66,"summary":67,"summary_zh":68,"content":9,"source_name":10,"source_url":66,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":69,"score_detail":70,"sources":75,"tags":77,"search_phrases":82,"slug":85,"view_count":35,"doi":86,"paper":87,"created_at":108},3333,"Beyond administrative boundaries: how agricultural socialized services drive grain-oriented cropping transformation in China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1920691","China’s grain security rests on a smallholder sector in which the average household cultivates 0.6 hectares, a scale that constrains mechanization and limits gains in production efficiency. Since 2013 the government has responded through agricultural socialized service (ASS) pilots, which deliver mechanized and technical services to fragmented producers without altering land ownership. Causal evidence on how such policies reshape land allocation remains scarce, and their reach beyond implementing jurisdictions has been largely overlooked. Drawing on a panel of 30 Chinese provinces from 2006 to 2022, this study combines a multi-period difference-in-differences design with a spatial Durbin model to estimate the effect of the ASS pilots on grain-oriented cropping structure. The policy raises the grain share of sown area by 2.8 percentage points, an effect concentrated almost entirely in wheat, the most mechanization-compatible of the major grains. Four transmission channels register significant responses: land transfer consolidation, agricultural mechanization, cooperative development, and a widening rather than a narrowing of the grain portfolio. The last of these runs counter to the conventional specialization account and is consistent with service provision relaxing the timing constraint on multiple cropping, so that grain expansion and crop diversity advance together rather than trading off. Heterogeneity tracks physical conditions more closely than administrative geography: the estimated effect in plains provinces is roughly twice that in hilly provinces, whereas differences across the eastern, central and western belts are not statistically distinguishable. Spillovers are substantial. Indirect effects are 1.8 times direct effects and account for close to two thirds of the total, so non-spatial estimation understates the total policy effect by approximately 41% while overstating its purely local component by approximately 40%. Three implications follow: target service expansion by mechanization compatibility rather than by administrative region; sequence implementation outward from high-capacity provinces so that spillovers are harvested deliberately rather than incidentally; and evaluate service-oriented policies at a supra-provincial scale, since province-by-province assessment misstates both their magnitude and their geographic incidence.","中国的粮食安全建立在小农部门之上，户均耕地仅0.6公顷，这一规模制约了机械化并限制了生产效率的提升。自2013年以来，政府通过农业社会化服务（agricultural socialized service，ASS）试点予以应对，在不改变土地所有权的前提下，为细碎化生产者提供机械化与技术服务。关于此类政策如何重塑土地配置的因果证据仍然稀缺，且其超出实施辖区之外的溢出效应在很大程度上被忽视。本研究基于2006年至2022年中国30个省份的面板数据，将多期双重差分设计与空间杜宾模型相结合，估计ASS试点对粮食导向种植结构的影响。该政策使粮食播种面积占比提高2.8个百分点，这一效应几乎完全集中于小麦——主要粮食品种中与机械化兼容性最高者。四条传导渠道呈现显著响应：土地流转整合、农业机械化、合作社发展，以及粮食组合的拓宽而非收窄。最后一条与传统的专业化解释相悖，而与服务供给放松多熟制时间约束相一致，从而使粮食扩张与作物多样性齐头并进而非相互权衡。异质性更多地随自然条件而非行政区划而变化：平原省份的估计效应约为丘陵省份的两倍，而东部、中部和西部地带之间的差异在统计上不可区分。溢出效应十分显著。间接效应为直接效应的1.8倍，占总效应的近三分之二，因此非空间估计将政策总效应低估约41%，同时将其纯本地成分高估约40%。由此得出三点启示：应按机械化兼容性而非行政区划来定位服务扩展；从高能力省份向外依次推进实施，以便有意识地而非偶然地获取溢出效应；并在跨省尺度上评估服务导向型政策，因为逐省评估会误判其效应大小和地理分布。",86,{"impact":18,"substance":71,"depth":17,"authority":72,"freshness":73,"relevant":21,"comment":74},23,14,9,"基于30省2006—2022年面板数据的准自然实验研究，量化农业社会化服务试点对粮食种植结构的因果效应与跨省溢出，结论对服务政策的空间布局有直接参考价值。",[76],{"name":10,"url":66},[26,78,79,80,81],"农业机械化","农业社会化服务","空间溢出效应","农地流转",[83,84],"农业社会化服务 粮食种植结构","农业社会化服务试点 空间杜宾模型","农业社会化服务粮食种植结构-3333","10.3389\u002Ffsufs.2026.1920691",{"doi":86,"openalex_id":88,"authors":89,"venue":10,"cited_by_count":35,"oa_url":66,"card":103,"direction":56,"ingested_from":58},"W7214079035",[90,93,96,98,100],{"name":91,"orcid":92},"Ruofan Liao","https:\u002F\u002Forcid.org\u002F0009-0009-5058-7368",{"name":94,"orcid":95},"Kexin Zhang","https:\u002F\u002Forcid.org\u002F0009-0000-3967-2080",{"name":97,"orcid":9},"Zhengtao Chen",{"name":99,"orcid":9},"Mi Tan",{"name":101,"orcid":102},"Jianxu Liu","https:\u002F\u002Forcid.org\u002F0000-0002-2128-6015",{"tldr":104,"method":105,"finding":106,"direction":56,"opportunity":107},"评估农业社会化服务试点如何跨行政区推动粮食种植结构转型。","2006-2022年30省面板，多期DID与空间杜宾模型。","试点使粮食播种面积占比提高2.8个百分点，以小麦为主，溢出效应约为直接效应的1.8倍。","可研究社会化服务跨区溢出的空间机制，及机械化适配性对作物多样性与粮食安全协同的影响。","2026-09-24T23:30:07.111992Z",{"id":110,"title":111,"url":112,"summary":113,"summary_zh":9,"content":9,"source_name":114,"source_url":112,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":115,"score_detail":116,"sources":119,"tags":121,"search_phrases":126,"slug":129,"view_count":35,"doi":130,"paper":131,"created_at":148},3329,"Nonlinear threshold effects of waterlogging stress on crop productivity across China: A remote sensing-based macro-assessment","https:\u002F\u002Fdoi.org\u002F10.1016\u002Fj.agsy.2026.104985","Nonlinear threshold effects of waterlogging stress on crop productivity across China: A remote sensing-based macro-assessment。Agricultural Systems","Agricultural Systems",84,{"impact":18,"substance":117,"depth":17,"authority":72,"freshness":73,"relevant":21,"comment":118},21,"基于遥感开展全国尺度涝渍胁迫非线性阈值评估，方法新颖、结论具宏观参考价值，值得进入每日精选。",[120],{"name":114,"url":112},[26,122,123,124,125],"农业气象","作物产量","遥感监测","涝渍胁迫",[127,128],"全国 涝渍胁迫 作物产量 遥感","作物产量 农业气象 涝渍胁迫 粮食安全","全国涝渍胁迫作物产量遥感-3329","10.1016\u002Fj.agsy.2026.104985",{"doi":130,"openalex_id":132,"authors":133,"venue":114,"cited_by_count":35,"oa_url":9,"card":9,"direction":9,"ingested_from":58},"W7214084384",[134,136,138,140,142,144,146],{"name":135,"orcid":9},"Yi Yang",{"name":137,"orcid":9},"Shuyang Wu",{"name":139,"orcid":9},"Tianqi Ge",{"name":141,"orcid":9},"Weimin Jin",{"name":143,"orcid":9},"Hanqing Wu",{"name":145,"orcid":9},"Bofu Zheng",{"name":147,"orcid":9},"Wei Wan","2026-09-24T23:30:04.275048Z",{"id":150,"title":151,"url":152,"summary":153,"summary_zh":9,"content":9,"source_name":154,"source_url":9,"published_at":155,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":156,"score_detail":157,"sources":159,"tags":161,"search_phrases":166,"slug":169,"view_count":35,"doi":9,"paper":170,"created_at":178},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",78,{"impact":17,"substance":18,"depth":17,"authority":72,"freshness":61,"relevant":21,"comment":158},"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。",[160],{"name":154,"url":152},[162,163,26,164,165],"数字乡村","智慧农业","空间溢出","农业产业集聚",[167,168],"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":9,"openalex_id":9,"authors":171,"venue":9,"cited_by_count":35,"oa_url":9,"card":172,"direction":56,"ingested_from":177},[],{"tldr":173,"method":174,"finding":175,"direction":56,"opportunity":176},"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。","agent","2026-09-24T00:04:02.337256Z",{"id":180,"title":181,"url":182,"summary":183,"summary_zh":9,"content":184,"source_name":185,"source_url":9,"published_at":11,"category":186,"cover_url":9,"hotness":13,"is_selected":187,"score":188,"score_detail":189,"sources":193,"tags":195,"search_phrases":198,"slug":201,"view_count":35,"doi":9,"paper":9,"created_at":202},3289,"专家解读：乘数而上向智而行——大力发展智慧农业 加快建设数字乡村 智慧农业与小农户有机衔接","https:\u002F\u002Fwww.thepaper.cn\u002FnewsDetail_forward_34116699","专家解读文章指出：近年来农机北斗终端实现快速规模化推广，截至2025年底累计推广超350万台套。各类农业社会化服务组织加速布点，通过集采智能装备、统一调度作业、提供菜单式服务，将智能农机、无人机植保、精准施肥等先进技术和装备转化为小农户点单即享的标准化服务。十五五时期是基本实现农业农村现代化的关键时期，《加快农业农村现代化十五五规划》明确要推进人工智能运用和智慧农业发展；农业大模型、智能装备加速在生物育种、农情监测、生产管理、动植物疫病识别与防控、产量预测等场景落地。","习近平总书记高度重视数字乡村建设和智慧农业发展，作出重要指示强调，“瞄准农业现代化主攻方向，提高农业生产智能化、经营网络化水平，帮助广大农民增加收入”“要用好现代信息技术，创新乡村治理方式，提高乡村善治水平”。2019年，中共中央办公厅、国务院办公厅印发了《数字乡村发展战略纲要》。此后，中央一号文件连续八年对推进数字乡村和智慧农业作出重要部署。各地区各有关部门持续推进数字技术与农业生产、乡村生活日益融合，数字乡村建设和智慧农业发展取得重要阶段性成效。近日，国家互联网信息办公室、农业农村部联合发布《中国数字乡村发展报告（2019—2025年）》（以下简称《报告》），系统总结了七年来我国数字乡村发展的成就和经验。《报告》立足新形势新要求，展示了以信息基础设施为底座、数据资源体系为核心、智慧农业与乡村数字经济为重点、数字文化与数字治理为支撑、信息服务与智慧美丽乡村为拓展、政策机制与人才队伍为保障的体系化发展路径。该《报告》不仅为全面了解发展成效、科学谋划“十五五”数字乡村发展蓝图提供了重要参考，也积极回应各方关切，向国际社会展示了我国借助数字技术推动农业与乡村治理数智化转型的经验。回顾七年历程，智慧农业作为数字乡村建设的重要内容，已由试点探索转向快速起步、由点状突破迈向系统推进，正乘“数”而上，向“智”而行，为推进农业农村现代化提供有力支撑。\n\n一、智慧农业正从“盆景”走向“风景”\n\n数字乡村涵盖乡村经济、治理、文化、服务等多个维度，内涵丰富。《报告》提出，智慧农业是“农业新质生产力的重要内容，是乡村产业数字化的关键着力点”。智慧农业为数字乡村高质量发展提供了坚实的产业支撑，成为推动数字乡村发展的关键动能。《报告》显示，七年的探索推进和快速发展，推动智慧农业实现了“四个跨越”。\n\n第一，智慧农业基础设施实现从“基础覆盖”到“深化赋能”的跨越。完善的网络基础设施为智慧农业在田间地头、池塘圈舍的落地拓展提供了基础支撑。截至2025年底，农村地区互联网普及率达69.5%，较2018年底提升31.1个百分点。传统基础设施数字化为智慧农业提供了更加坚实的硬件底座和场景支撑，农村水利、农田、电网、公路及寄递物流等持续升级完善。农业数据资源日益丰富，为智慧农业落地应用提供了基础资源和创新引擎，“天空地一体化”监测网络等新型基础设施加快建设，全国农产品批发市场价格信息等涉农数据开发利用不断深入。\n\n第二，关键技术装备实现从“基础”到“核心”的跨越。智能农机装备研发应用取得重要进展，新一代信息技术与农业装备深度融合，正推动农业生产方式从“靠天吃饭”向“知天而作”加速转变。产学研用相衔接的智慧农业创新体系加快形成，支撑取得一批关键智慧农业技术装备创新成果。《报告》显示，截至2025年底，累计建设智慧农业创新中心、分中心34个，智慧农业创新应用项目116个，104项关键智慧农业技术和62项整机智能装备研发取得突破。智慧农业技术装备质量管控更加严格、应用推广不断拓展，布局建设国家农机装备产业计量测试中心，强化农机装备产业计算测试技术研究与应用。\n\n第三，主要产业数字化实现从“单点试验”到“面上推广”的跨越。大田种植领域，天空地一体化农情感知与数据驱动模式初步构建，实现水稻、小麦、玉米苗情长势动态监测。截至2025年底，累计推广应用各类农机北斗终端超350万台套，农用无人机保有量超过30万架、年作业面积突破4.6亿亩。智能农机共享租赁加速普及。畜禽养殖领域，精准饲喂、环境控制、行为分析等智能技术广泛应用于生猪养殖和家禽立体高效养殖中。全国659个动物防疫通道纳入信息化管理，动物检疫监督更加智能化、便捷化和高效化。渔业领域，数字技术持续赋能多元化养殖模式，智能化网箱设备、投料机器人等智能装备加速迭代，海洋养殖智能化水平不断提升。\n\n第四，粮食安全保障实现从“人工管控”到“数智赋能”的跨越。粮食安全是“国之大者”，数智技术正在为其构筑起坚实保障。在耕地保护方面，“三区三线”等“一张图”相关基础数据库进一步完善，让“藏粮于地”有了更坚实的数据底座，助力守牢18亿亩耕地红线。在种业振兴方面，中国种业大数据平台建成运行，全国农作物种质资源信息平台已上线58.8万份国家级库圃种质资源信息，为育种创新提供了坚实的资源基础。在防灾减损领域，气象预警信息全面接入全国123万个应急广播终端并在16个省份386个市县试行开展“闪信”技术应用，以气象预警为先导的应急响应联动机制更加健全。在仓储方面，借助数字化仓储技术，粮库储粮周期内综合损耗率控制在1%以内，支撑节粮减损效果明显。从种到收、从田间到粮仓，数智技术正在全链条赋能国家粮食安全保障体系。\n\n二、智慧农业发展需要坚定走好符合国情农情的路子\n\n七年来，在信息革命加速农业深刻变革的进程中，智慧农业加快发展、数字乡村建设深入推进，推动农业成为更有奔头的产业、农村成为更加宜居宜业的家园，为网络强国、农业强国建设贡献了重要力量。回顾七年实践，我们进一步深化了对智慧农业发展的规律性认识。\n\n一是政府引导与市场机制协同发力。党中央、国务院印发的《加快建设农业强国规划（2024—2035年）》、农业农村部印发的《关于大力发展智慧农业的指导意见》《全国智慧农业行动计划（2024—2028年）》等文件构建了智慧农业“四梁八柱”。七年来，从智慧农业创新中心布局到创新应用项目建设实施，从主推技术遴选、典型案例推介到智慧农业创新大赛，政府的“有形之手”在搭建平台、降低门槛、推动产业化等方面发挥了重要作用。同时，平台经济等推动拓展创业空间，返乡青年、家庭农场、农民合作社和农村个体商户以平台化方式进入市场、链接消费和重构经营模式，农村电商、数字服务等新业态加速发展，市场的“无形之手”进一步增强了智慧农业发展的动力活力。\n\n二是技术创新与农情农艺深度结合。农业不同于工业、农村不同于城市，发展智慧农业、建设数字乡村必须坚持问题导向、应用导向，走适宜化、低成本、易操作的技术路线。近年来，农机北斗终端实现快速规模化推广，在于其有效契合了播种、收获等关键环节的实际生产需求，让农民“用得上、用得起、用得好”。\n\n三是智慧农业与小农户有机衔接。“大国小农”的基本国情农情决定了智慧农业要实现大规模落地应用，必须坚持让小农户共享数字红利的现实路径。各类农业社会化服务组织加速布点，通过集采智能装备、统一调度作业、提供“菜单式”服务，将智能农机、无人机植保、精准施肥等先进技术和装备转化为小农户“点单即享”的标准化服务，有效破解小农户“买不起、用不好”的难题。以社会化服务为纽带，智慧农业正成为促进小农户与现代农业发展有机衔接的重要手段。\n\n三、奋力推进“十五五”时期智慧农业建设\n\n“十五五”时期是基本实现农业农村现代化的关键时期。展望未来五年，数字乡村将加快迈向数智乡村，智慧农业建设将进入创新发展、落地见效的关键阶段。《加快农业农村现代化“十五五”规划》明确，要“推进人工智能运用和智慧农业发展”。这要求我们既要总结运用好实践中积累形成的宝贵经验，又要准确把握未来数智技术和农业发展新趋势。\n\n当前，人工智能等数智技术加速演进，深刻重塑农业发展的底层逻辑，为智慧农业发展带来了前所未有的新机遇。一是数据产业加快培育，释放要素价值潜能。数据从支撑农业农村发展的辅助性工具，逐步发展为具有独立价值、可市场化运营的新型生产要素，其基础资源和创新引擎作用日渐显现，数智技术加速内化成为农业农村领域的发展动能，要抓实数据这个根本，进一步加快“统筹部署农业农村数据基础设施”“发展农业农村领域数据产业”。二是应用场景全链拓展，场景驱动成为重要引擎。农业大模型、智能装备加速在生物育种、农情监测、生产管理、动植物疫病识别与防控、产量预测等场景落地，场景驱动技术迭代的效能日益凸显，要打造丰富多样的应用场景，“加快农业人工智能应用场景拓展”。三是新兴产业加快培育，拓展农业发展新空间。智能设计育种、新能源农机、农业低空经济等先导性产业规模化发展，开辟智慧农业高质量发展全新赛道，要从智能育种等产业急需领域做起，加快“培育发展乡村新产业新业态”。\n\n《报告》的发布既是阶段性总结，更是新征程的动员。面向“十五五”，我们要坚决贯彻党中央、国务院关于大力推进“人工智能+”农业的部署要求，在基础设施上强基固本，在关键技术装备上聚力攻坚，在产业数智化上扩面提效，在粮食安全保障上筑牢数字防线，加快推动智慧农业从“点上突破”迈向“面上成势”，从“量的积累”转向“质的跃升”。以智慧农业的创新发展，推动数字乡村高质量发展，为加快农业农村现代化、扎实推进乡村全面振兴注入更加澎湃的数智动能。\n\n作者：李韶民 农业农村部信息中心副主任\n\n原标题：《专家解读｜乘“数”而上 向“智”而行——大力发展智慧农业 加快建设数字乡村》\n\n[阅读原文](https:\u002F\u002Fmp.weixin.qq.com\u002Fs?__biz=Mzg2ODA4MDIwNg==&mid=2247812104&idx=2&sn=0d26f89082d00b4df0d545a746ae8920&chksm=cf86c6565a4df065b13c07ba7a865f15b705b1f5daea9595cb732f4e76ca7a07f6080524f4d7&scene=7)","澎湃新闻 2026年09月23日","报道",true,93,{"impact":190,"substance":191,"depth":17,"authority":72,"freshness":73,"relevant":21,"comment":192},28,24,"农业农村部信息中心专家对《中国数字乡村发展报告（2019—2025年）》的系统解读，含大量权威数据与“十五五”方向判断，政策参考价值高。",[194],{"name":185,"url":182},[162,163,196,197,26,79],"农业人工智能","十五五规划",[199,200],"中国数字乡村发展报告 2019-2025","智慧农业 小农户 社会化服务","中国数字乡村发展报告2019-2025-3289","2026-09-24T00:03:56.916759Z",{"id":204,"title":205,"url":206,"summary":207,"summary_zh":9,"content":208,"source_name":209,"source_url":9,"published_at":210,"category":186,"cover_url":9,"hotness":13,"is_selected":14,"score":211,"score_detail":212,"sources":218,"tags":220,"search_phrases":224,"slug":227,"view_count":35,"doi":9,"paper":9,"created_at":228},3285,"2026年中国农民丰收节全国主场活动落地襄阳——9-23 农历秋分全国主场启幕 鄂北粮仓慧种地转型全面展示","https:\u002F\u002Fhubei.gov.cn\u002Fhbfb\u002Fszsm\u002F202609\u002Ft20260922_6019905.shtml","9月23日第九个中国农民丰收节全国主场活动在湖北襄阳枣阳市环城街道东郊村举办，主题丰收开新局实干促振兴。这是中国农民丰收节设立以来全国主场首次落地鄂北。襄阳粮食播种面积稳定在1190万亩、粮食产量占全省近五分之一，22连丰；累计建成高标准农田657万亩，培育省部级以上农业创新平台104个。襄阳以科技、绿色、质量、品牌四个农业作答：襄州区全省首个无人化试验示范农场1100亩配套智慧农机162台套实现稻油稻麦全程无人化作业；8000多台农机具安装北斗智能驾驶系统；一管四控数字化平台带动亩增产5%以上；水肥一体化滴灌预计全生育期节水30%、节肥20%、亩增产35%以上；2025年东郊村人均可支配收入30123元；枣阳皇桃品牌价值达147亿元。","襄阳市襄州区龙王镇孙庙村，金灿灿的晚稻迎来收割季，农机下田抢收稻谷。从 “汗水农业” 迈向 “智慧农业”，鄂北粮仓襄阳持续稳固百亿斤粮食产能，喜迎第九个中国农民丰收节。（刘曙松 摄）\n\n9月23日，第九个中国农民丰收节全国主场活动将在枣阳启幕。\n\n这场国家级丰收盛典首次落地湖北，为何选址襄阳？\n\n粮食播种面积稳定在1190万亩、全省唯一百亿斤粮食产能大市、实现“二十二连丰”……\n\n这份丰收答卷背后，一场从“汗水农业”向“智慧农业”的深刻转型，正在重新定义鄂北粮仓的成色。\n\n襄阳以数字赋能重塑农业生产方式的探索，正是湖北践行大农业观、大食物观，加快建设现代农业强省的生动缩影。\n\n**智能装备：从“会种地”到“慧种地”**\n\n秋收时节，位于襄州区的全省首个无人化试验示范农场，一台台大马力拖拉机驶过田野，驾驶室却空无一人。\n\n依托北斗监测及自动驾驶系统，这些农机沿着预设轨迹直线行进、精准调头，无需人工操控，便有条不紊完成田间作业。\n\n农场负责人杭世伟介绍，该项目依托汇吉兴农机专业合作社建设，以北斗导航技术为支撑，无人农场面积共1100亩，配套各类智慧农机162台套，成功实现稻油、稻麦“耕种管收”全程无人化作业。\n\n在枣阳市熊集镇连片稻田里，3台联合收割机匀速穿梭作业，收割、脱粒、清选、秸秆粉碎还田一气呵成，田边运粮车同步接力转运，实现粮食收运全程不落地。\n\n“今年种了200多亩优质稻，亩产预计超过1600斤，智能化种地既省心又高产。”种粮大户杜小伟满心欢喜。\n\n9月以来，熊集镇调配200余台加装北斗定位系统的农机设备投入秋收一线，通过规范低留茬、控速度作业标准，全镇机收损失率控制在3%以内。\n\n“装了北斗定位的收割机，调好参数就能精细化收割，大幅减少落粒损耗，一亩地能多收几十斤粮食。”农机手张浩说。\n\n从“会种地”到“慧种地”，一字之变，反映的是襄阳农业机械化、智能化装备体系的全面升级。\n\n目前，襄阳农机总动力达834.99万千瓦，主要农作物机械化作业率达90.07％，两项指标均稳居全省第一。\n\n**精准调控：从“凭经验”到“靠数据”**\n\n9月20日，枣阳市东郊村千亩高标准农田里，连片水稻长势正旺。\n\n稻田上空，植保无人机掠过，十几分钟就完成一亩地的“一喷多促”作业。\n\n“以前，施肥全凭感觉，现在无人机一飞，手机里就有了‘处方’，省事还省肥。”种粮大户张启胜说。\n\n这套“处方”，来自多光谱无人机巡田。\n\n枣阳市农业技术推广中心农艺师郭贵东介绍，智慧农田平台根据多光谱测量结果生成苗情分布图，按照不同长势等级，采取变量作业，实现肥料精准追施、病虫精准防治，效率是人工的50倍。\n\n在位于襄州区的湖北绿神农业科技有限公司稻麦轮作“超吨粮”基地，农田遥感监测平台全天候采集分析作物长势、土壤墒情、病虫害等数据，并提出农田管理意见。有了“数字大脑”，近3000亩农田仅需7个人管理，每亩地增产8%、降本380元。\n\n如今，襄阳已建成高标准农田670.3万亩，占永久基本农田的79.2%。建成后的高标准农田，粮食亩均综合产能普遍提升10%至20%，每亩节本增效200元至500元。\n\n“襄阳把物联网和大数据用到种地上，这不仅是良法，更是现代化农业的标配。”今年7月，全国粮油生产政策宣贯暨夏种夏管生产现场会在襄阳召开，与会代表实地观摩后纷纷点赞。\n\n从“凭经验”到“靠数据”，襄阳用数字技术把每一寸耕地的潜力都“吃干榨净”，让丰收从偶然变成必然。\n\n**全链保障：从“丰收在田”到“丰收在手”**\n\n粮食丰收，不仅看田里的长势，更看能不能稳稳收进仓里。\n\n今夏，襄阳遭遇连阴雨天气，3.6万台农机、4万余名农机手昼夜抢收，479处烘干点、1658台烘干机满负荷运转，全市夏粮总产39.944亿斤，较去年增加260万斤。\n\n烘得干，粮才安。\n\n在位于襄城区的襄阳绿谷农业开发有限公司粮食烘干车间，刚运到的湿稻谷经输送、烘干、清杂、出仓，不到20个小时，水分便控制在国标13.5%以下，损耗从传统晾晒的5%以上降至1%以下。\n\n运营部负责人朱兵说：“随来随卸、随卸随烘，这个秋收季已烘干入库水稻近400吨。”\n\n襄阳积极推广“共享烘干”模式，依托乡镇农事服务中心和大型合作社为小农户提供代烘服务，避免“雨天收粮、霉变损失”的风险。\n\n储得好，价才稳。\n\n在老河口华粮粮食储备有限公司，仓内每处粮堆的温度、湿度、虫害情况在电脑屏幕上实时跳动。\n\n总经理张海涛介绍，仓储管理、轮换出入库等环节已实现全程信息化、智能化。\n\n让每一粒粮食都住进“智慧空调房”，物联网技术正重构襄阳各大粮库的仓储模式。从“靠天晒粮”到“随到随烘”、从“大堆存放”到“智慧储粮”，襄阳以环环相扣的全链保障，把“丰收在田”稳稳变成“丰收在手”。\n\n放眼荆楚田野，这样的蝶变，正为新时代“鱼米之乡”写下生动注脚。\n\n粮食总产连续13年站稳500亿斤台阶，淡水产品产量连续30年稳居全国第一，林下经济经营面积超过2800万亩、综合产值超775亿元……湖北正依托山水林田的丰厚家底，以更大担当端稳端牢“中国饭碗”。（张源）\n\n编辑：汪 丽\n\n责编：李 茜\n\n审核：陈 勇\n\n姚 盼","湖北省人民政府门户网站 2026年09月22日","2026-09-22T01:06:00Z",83,{"impact":213,"substance":214,"depth":215,"authority":216,"freshness":20,"relevant":21,"comment":217},26,20,17,12,"国家级丰收节主场首次落地湖北，系统展示襄阳从智能装备、精准调控到全链保障的智慧农业转型，数据与信源扎实，值得进入每日精选。",[219],{"name":209,"url":206},[162,163,221,222,223,26],"无人农场","北斗导航","高标准农田",[225,226],"襄阳 中国农民丰收节 主场","襄阳 无人农场 北斗","襄阳中国农民丰收节主场-3285","2026-09-24T00:03:56.561075Z",{"id":230,"title":231,"url":232,"summary":233,"summary_zh":234,"content":9,"source_name":235,"source_url":232,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":236,"score_detail":237,"sources":240,"tags":242,"search_phrases":247,"slug":250,"view_count":35,"doi":251,"paper":252,"created_at":270},3283,"INNOVATIVE APPROACHES TO SUSTAINABLE AGRICULTURE: STRATEGY FOR EMPOWERING WOMEN FARMERS IN RESOURCE LIMITED RURAL COMMUNITIES IN SLEMAN, INDONESIA","https:\u002F\u002Fdoi.org\u002F10.20961\u002Fsepa.v23i2.113220","Sustainable agriculture has become a critical framework for addressing food security challenges, particularly in resource-limited rural communities where women farmer groups play a pivotal yet underexplored role in sustaining local food systems. This research aims to examine the role of the Bukle Women Farmer Group (WFG Bukle) in advancing sustainable agriculture through strategic innovations despite resource limitations. Conducted in Klegung Hamlet, Donokerto Village, Sleman Regency, this study adopts a mixed-method case study approach involving eleven purposively selected key informants: one group leader, one deputy leader, seven active members of WFG Bukle, and two non-member community participants. Data were collected through surveys, semi-structured interviews, field observations, and Focus Group Discussions (FGDs) to evaluate farming practices and land use. The findings place WFG Bukle in Quadrant IV of the Internal-External (IE) matrix, indicating strong internal potential (IFE = 3.04) alongside moderate external challenges (EFE = 2.51). Through SWOT-based strategies and a Quantitative Strategic Planning Matrix (QSPM), three priority strategies emerged: empowering women in sustainable farm management (TAS = 5.49), strengthening collaboration with academic and governmental institutions (TAS = 5.09), and improving financial access for farmer groups (TAS = 5.00). The study highlights the importance of eco-friendly farming, technological access, and market linkages in enhancing food security and economic resilience. Strengthening women's roles in decision-making and financial management is crucial for sustainable agriculture, underscoring the need for gender-inclusive policies and cross-sector collaboration to support long-term rural development.","可持续农业已成为应对粮食安全挑战的关键框架，在资源有限的农村社区尤为如此，在这些社区中，女性农民小组在维持地方粮食系统方面发挥着关键但尚未被充分探索的作用。本研究旨在考察布克勒女性农民小组（WFG Bukle）在资源有限的条件下通过战略创新推动可持续农业发展的作用。研究在斯莱曼县多诺克托村克莱贡哈姆雷特开展，采用混合方法案例研究，涉及十一名有目的选取的关键信息提供者：一名小组组长、一名副组长、七名WFG Bukle活跃成员以及两名非成员社区参与者。数据通过问卷调查、半结构化访谈、实地观察和焦点小组讨论（FGD）收集，以评估耕作实践和土地利用情况。研究结果表明，WFG Bukle位于内部-外部（IE）矩阵第四象限，表明其具有较强的内部潜力（IFE = 3.04），同时面临中等程度的外部挑战（EFE = 2.51）。通过基于SWOT的策略和定量战略规划矩阵（QSPM），研究得出三项优先策略：赋权女性参与可持续农场管理（TAS = 5.49）、加强与学术机构和政府机构的合作（TAS = 5.09）、改善农民小组的融资渠道（TAS = 5.00）。本研究强调了生态友好型耕作、技术获取和市场联结在增强粮食安全和经济韧性方面的重要性。强化女性在决策和财务管理中的作用对可持续农业至关重要，凸显了制定性别包容政策和开展跨部门合作以支持农村长期发展的必要性。","SEPA Jurnal Sosial Ekonomi Pertanian dan Agribisnis",63,{"impact":20,"substance":17,"depth":238,"authority":216,"freshness":13,"relevant":21,"comment":239},15,"以印尼Sleman地区女性农户组织为案例，用IE矩阵、SWOT与QSPM提出可持续农业赋权策略，方法规范但属地方性小样本研究，公共影响有限。",[241],{"name":235,"url":232},[26,243,244,245,246],"可持续农业","农村发展","女性农户","SWOT分析",[248,249],"Sleman 女性农户 可持续农业","印尼 妇女农户组织 粮食安全","Sleman女性农户可持续农业-3283","10.20961\u002Fsepa.v23i2.113220",{"doi":251,"openalex_id":253,"authors":254,"venue":235,"cited_by_count":35,"oa_url":232,"card":264,"direction":269,"ingested_from":58},"W7214033421",[255,258,260,262],{"name":256,"orcid":257},"Fransicus Arifin","https:\u002F\u002Forcid.org\u002F0000-0003-0998-1290",{"name":259,"orcid":9},"Latifa Nuraini",{"name":261,"orcid":9},"Eko Wahyono",{"name":263,"orcid":9},"Akame Cyril Njume",{"tldr":265,"method":266,"finding":267,"direction":56,"opportunity":268},"研究印尼Sleman农村妇女农民小组如何通过战略创新推动可持续农业。","混合方法案例研究，含访谈、观察、FGD及IE矩阵、SWOT、QSPM分析。","小组内部潜力强但外部挑战中等，优先策略为妇女赋权、机构合作与融资改善。","可探索数字工具与市场链接如何赋能资源受限地区妇女农民组织，弥补技术获取与性别包容政策研究空白。","农业人工智能与决策模型","2026-09-23T23:30:38.124265Z"]