[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-19":3,"related-19":103},{"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":23,"tags":25,"primary_topic":31,"secondary_topics":37,"classification":44,"search_phrases":97,"slug":100,"view_count":101,"doi":8,"paper":8,"created_at":102},19,"浙江\"夏粮三增\"背后的农业新质生产力：良种·精准·数智·社会化服务四轮齐转","https:\u002F\u002Fcj.sina.com.cn\u002Farticle\u002Fnorm_detail?url=https%3A%2F%2Ffinance.sina.com.cn%2Froll%2F2026-07-25%2Fdoc-iniizrfc1022583.shtml","国家统计局数据显示，2026年浙江夏粮种植面积328.5万亩、总产94.2万吨、平均亩产286.9公斤，实现面积、产量、亩产\"三增\"，其中亩产创历史新高。增产背后是良种迭代、精准耕作、数智管田、社会化服务\"四新\"协同发力：省农科院选育的小麦品种\"浙丰麦11\"两年区试增产3%以上、2025年推广9万亩；绍兴柯桥区宏芳家庭农场创下491.92公斤的区域亩产纪录，离不开机械精量条播技术（亩产提升10%–15%）；桐庐县农户通过省农科院\"麦急通\"小程序可查看未来15天降水、气温变化和小麦灾害预警；兰溪市田间的\"禾BOT\"AI智能监测设备，依托浙江全省\"1135\"数字化植保预警体系，能提前3–5天捕捉病虫隐患；诸暨现代化农事服务中心以数字化调度平台就近调配农机跨区作业；海宁市现代农业综合体技术人员轻点鼠标即可完成进粮、烘干到出仓全流程。",null,"* 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\"分享到QQ\")[QQ空间](javascript:; \"分享到QQ空间\")\n\n（来源：当代农机）\n\n据国家统计局最新公布的 2026年夏粮生产数据，今年浙江种植夏粮328.5万亩、总产量94.2万吨、平均亩产286.9公斤，实现面积、产量、亩产“三增”，其中夏粮亩产创下历史新高。这场“十五五”开局之年的粮食生产“首秀”，亮眼且提气。\n\n浙江耕地资源有限，94.2万吨夏粮来之不易。这既靠政策支持，也离不开良田、良种、良机、良法、良制协同发力。但今年夏粮“三增”答卷里，农业新质生产力这抹亮色格外引人注目。\n\n良种迭代之“新”。种业是农业的“芯片”。在“浙”里，由省农科院等单位选育的小麦品种“浙丰麦11”是“明星品种”。该品种具有分蘖强、抗倒伏、中抗赤霉病等特性，经两年区试和生产试验，均增产3%以上。2025年，该品种在浙江推广面积达9万亩，并列入省主导品种。究其根本，得益于浙江持续做强农业“芯片”，以良种兑现产量，以产量赢得信任。这是“藏粮于技”最直观的注脚。\n\n精准耕作之“新”。绍兴市柯桥区马鞍街道宏芳家庭农场今年种植的“浙丰麦11”刷新491.92公斤的区域亩产纪录，离不开小麦机械精量条播技术的助力。这项技术集旋耕、开沟、播种、镇压于一体，可精准把控播种深度与播量，让种子出苗更均匀，麦苗更健壮；改善田间通风透光条件，减少病虫害发生，有利于实现个体和群体协调生长，便利后续机械化作业。田间示范应用数据显示，该技术可使小麦平均亩产提升10%至15%。眼下，类似这样的高产高效技术在我省加快落地，为粮食稳产增收提供了硬核支撑。\n\n数智管田之“新”。过去巡田靠腿、判断靠瞅，如今手机、电脑成了“新农具”。在桐庐县，农户通过省农科院开发的“麦急通”小程序可查看未来15天降水、气温变化和小麦灾害预警，实现“知天而作”；在兰溪市，田间的“禾BOT”AI智能监测设备，依托全省“1135”数字化植保预警体系，能提前3至5天捕捉病虫隐患，做到防早防小。近年来，随着5G、人工智能、[智慧农业](https:\u002F\u002Ffinance.sina.com.cn\u002Frealstock\u002Fcompany\u002Fsz000816\u002Fnc.shtml)(2.940, 0.04, 1.38%)等新技术快速发展，各类智能设备推动农业生产从“靠天吃饭”到“知天而作”，提升了田间管理精细化水平，让广袤田野释放出更大增产潜力。\n\n社会化服务之“新”。在诸暨市现代化农事服务中心，管理人员足不出户即可查看全域夏收夏种进度，依托数字化调度平台，就近调配农机跨区域作业。在海宁市马桥街道现代农业综合体，技术人员轻点鼠标，即可完成进粮、烘干到出仓全流程工作。近年来，浙江深入推进农业“双强”行动，以农事服务中心建设为抓手，优化配置服务资源，拓宽服务领域。截至2025年底，全省已建成省级现代化农事服务中心103个、区域性农事服务中心236个，联动农事服务站点超千个，让“颗粒归仓”有了实实在在的底气。\n\n94.2万吨夏粮，不仅是一季的收成，更是浙江向“新”而行的坚实足音。眼下，“双抢”正拉开帷幕。相信，随着新质生产力持续扎根田间，“浙”里粮仓将越来越充盈、越来越稳固。（农村信息报 记者 沈璐兰）\n\n![Image 9](http:\u002F\u002Fqr.weibo.cn\u002Finf\u002Fgen?api_key=bdccdb65d34320c10b65cdf6c3503a53&data=https%3A%2F%2Ffinance.sina.cn%2Fapp%2FQRtoSFA.shtml%3Fsudatrackvalue%3Dcaitou_inQRcode_PcBottom%26schema%3Dtype%253D100%26docid%3Dniizrfc1022583%26sinaglobal%3D34.34.225.129_1788503102.870996&datetime=nocheck&level=H&output_type=img&redirect=0&size=100&type=url&sign=2e4bac6c7a00243f643ea7c2acec58ba)\n\n海量资讯、精准解读，尽在新浪财经APP\n\n新浪财经声明：此消息系转载自合作媒体，新浪财经登载此文出于传递更多信息之目的，文章内容仅供参考，不构成投资建议。\n\n[![Image 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\u002F 浙江在线 · 2026-07-25","2026-07-25T00:00:00Z","报道",10,false,60,{"impact":17,"substance":18,"depth":19,"authority":13,"freshness":20,"relevant":21,"comment":22},18,16,14,2,1,"报道浙江夏粮三增背后的农业新质生产力，涉及良种、精准耕作等，省级媒体，有一定深度，但时效性较低。",[24],{"name":10,"url":6},[26,27,28,29,30],"浙江","农业新质生产力","精准农业","良种推广","夏粮增产",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},"G2","farm-services","社会化服务与规模经营","\u002Ftopic\u002Frural-services\u002Ffarm-services","G",[38],{"code":39,"slug":40,"name":41,"path":42,"parent_code":43},"J4","seasonal-agriculture","农时与节庆活动","\u002Ftopic\u002Fpolicy\u002Fseasonal-agriculture","J",{"status":45,"locked":14,"version":46,"method":47,"evidence":48},"classified","2026-10-22.2","rules",{"candidates":49,"agricultural_evidence":51},[50,57,63,70,76,82,87,92],{"code":32,"score":19,"supported":51,"title":52,"abstract":54,"tags":56},true,[53],"社会化服务",[55,53],"家庭农场",[],{"code":39,"score":58,"supported":51,"title":59,"abstract":61,"tags":62},11,[60],"夏粮",[60],[],{"code":64,"score":65,"supported":51,"title":66,"abstract":67,"tags":69},"A2",3,[],[68],"小麦",[],{"code":71,"score":65,"supported":51,"title":72,"abstract":73,"tags":75},"F4",[],[74],"植保",[],{"code":77,"score":65,"supported":51,"title":78,"abstract":79,"tags":81},"F5",[],[80],"农机",[],{"code":83,"score":21,"supported":14,"title":84,"abstract":85,"tags":86},"F1",[],[],[29],{"code":88,"score":21,"supported":14,"title":89,"abstract":90,"tags":91},"I1",[],[],[28],{"code":93,"score":21,"supported":14,"title":94,"abstract":95,"tags":96},"J2",[],[],[27],[98,99],"农业新质生产力 夏粮增产 精准农业 良种推广","农业新质生产力 夏粮增产","农业新质生产力夏粮增产精准农业良种推广-19",8,"2026-07-27T05:54:23.260935Z",{"total":104,"page":21,"page_size":104,"items":105},6,[106,163,251,305,419,460],{"id":107,"title":108,"url":109,"summary":110,"summary_zh":8,"content":8,"source_name":111,"source_url":8,"published_at":112,"category":113,"cover_url":8,"hotness":13,"is_selected":14,"score":15,"score_detail":114,"sources":117,"tags":119,"primary_topic":124,"secondary_topics":125,"classification":126,"search_phrases":148,"slug":151,"view_count":152,"doi":8,"paper":153,"created_at":162},4733,"基于多模态叶片感知的群体协作多机器人田间早期胁迫检测","https:\u002F\u002Farxiv.org\u002Fabs\u002F2610.08603","提出低成本地面多机器人系统,主从机器人通过颜色与环境数据逐行连续监测作物健康,经空间映射形成实时网页仪表盘。63次观测整体识别准确率84.12%,无线通信成功率100%,验证了面向中小农户的早期胁迫低成本方案。未实地验证未经同行评议","arXiv 2026-10-06 [预印本]","2026-10-06T00:00:00Z","论文",{"impact":115,"substance":17,"depth":18,"authority":104,"freshness":101,"relevant":21,"comment":116},12,"低成本多机器人田间早期胁迫检测方案有数据支撑，但属未经同行评议的预印本且未实地验证，可作为技术动态参考。",[118],{"name":111,"url":109},[120,121,122,123,28],"智慧农业","农业机器人","多模态感知","作物胁迫",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":45,"locked":14,"version":46,"method":47,"evidence":127},{"candidates":128,"agricultural_evidence":51},[129,134,138,143],{"code":32,"score":65,"supported":51,"title":130,"abstract":131,"tags":133},[],[132],"小农户",[],{"code":88,"score":20,"supported":14,"title":135,"abstract":136,"tags":137},[],[],[120,28],{"code":139,"score":21,"supported":14,"title":140,"abstract":141,"tags":142},"F6",[],[],[121],{"code":144,"score":21,"supported":14,"title":145,"abstract":146,"tags":147},"I2",[],[],[122],[149,150],"多机器人 田间 胁迫检测","叶片感知 作物健康 监测","多机器人田间胁迫检测-4733",0,{"doi":8,"openalex_id":8,"authors":154,"venue":8,"cited_by_count":152,"oa_url":8,"card":155,"direction":159,"ingested_from":161},[],{"tldr":156,"method":157,"finding":158,"direction":159,"opportunity":160},"提出低成本主从多机器人系统，通过多模态叶片感知实现田间作物早期胁迫检测。","多机器人颜色与环境数据逐行监测，空间映射生成实时网页仪表盘。","63次观测识别准确率84.12%，无线通信成功率100%，验证低成本方案可行。","智慧农业 \u002F 农业物联网","可探索多模态融合算法优化与多地块实地验证，提升复杂田间环境下的泛化能力。","agent","2026-10-12T00:11:14.852590Z",{"id":164,"title":165,"url":166,"summary":167,"summary_zh":168,"content":8,"source_name":169,"source_url":166,"published_at":170,"category":113,"cover_url":8,"hotness":13,"is_selected":14,"score":171,"score_detail":172,"sources":178,"tags":180,"primary_topic":184,"secondary_topics":185,"classification":192,"search_phrases":221,"slug":224,"view_count":65,"doi":225,"paper":226,"created_at":250},3760,"Enhancing smallholder farmers’ willingness to adopt organic fertilizer in Zhejiang Province, China: a configurational analysis of pathways","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1943791","Scope Organic fertilizer substitution can reduce agricultural non-point source pollution, but subsidy programs in China often exclude smallholder farmers. This study evaluates the effectiveness and feasibility of subsidizing smallholders in Zhejiang Province and identifies combinations of internal factors associated with their willingness to adopt organic fertilizer substitution. Methods Data were obtained from 288 smallholder farmers in 11 green agricultural pioneer counties. The contingent valuation method and willingness to accept were used to estimate expected subsidy levels under different substitution ratios. The theory of planned behavior and fuzzy-set qualitative comparative analysis were then integrated to examine six internal conditions: ecological rationality, economic rationality, exemplary norms, directive norms, competence perception, and policy perception. Results Subsidies increased stated willingness, and the estimated willingness to accept was generally below prevailing subsidy levels. At a 40–60% substitution ratio, the expected subsidy was 124.74 Chinese yuan per metric ton. No single internal condition was necessary for high willingness. Instead, six configurations formed four pathways: Learning, External Normative, Resource-oriented, and Benefit-oriented. These pathways show that technical learning and competence, institutional and peer influence, access to on-farm organic resources, and perceived economic and ecological benefits operate in different combinations across heterogeneous smallholders. Perspectives Policy should (1) implement tiered subsidies according to farm scale and substitution needs, (2) refine agricultural technology extension by combining accessible training with online and offline communication, and (3) strengthen social learning through peer demonstration and locally trusted information channels. The configurational approach offers a differentiated basis for promoting organic fertilizer substitution in comparable smallholder regions.","范围 有机肥替代可以减少农业面源污染，但中国的补贴项目往往将小农户排除在外。本研究评估了浙江省对小农户进行补贴的有效性和可行性，并识别了与其采用有机肥替代意愿相关的内部因素组合。方法 数据来自11个绿色农业先行县的288户小农户。采用条件价值评估法和接受意愿来估算不同替代比例下的预期补贴水平。随后整合计划行为理论和模糊集定性比较分析，考察六个内部条件：生态理性、经济理性、示范性规范、指令性规范、能力感知和政策感知。结果 补贴提高了陈述性意愿，且估算的接受意愿总体上低于现行补贴水平。在40%—60%的替代比例下，预期补贴为每公吨124.74元人民币。没有任何单一内部条件是高意愿的必要条件。相反，六种条件组合形成了四条路径：学习型、外部规范型、资源导向型和利益导向型。这些路径表明，技术学习与能力、制度与同伴影响、农场内有机资源获取以及感知到的经济和生态效益，在异质性小农户中以不同组合发挥作用。观点 政策应：(1)根据农场规模和替代需求实施分层补贴；(2)通过将可及性培训与线上线下沟通相结合来完善农业技术推广；(3)通过同伴示范和当地可信信息渠道加强社会学习。该组态方法为在可比的小农户地区推广有机肥替代提供了差异化依据。","Frontiers in Sustainable Food Systems","2026-09-28T00:00:00Z",77,{"impact":173,"substance":174,"depth":17,"authority":175,"freshness":176,"relevant":21,"comment":177},15,22,13,9,"基于浙江288户小农户调研，用fsQCA揭示有机肥替代采纳的四条路径并提出分层补贴建议，方法新颖、数据扎实，对同类小农地区政策制定有参考价值。",[179],{"name":169,"url":166},[26,181,132,182,183],"农业绿色发展","补贴政策","有机肥替代",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[186],{"code":187,"slug":188,"name":189,"path":190,"parent_code":191},"F3","fertilizers","肥料与水肥一体化","\u002Ftopic\u002Finputs-equipment\u002Ffertilizers","F",{"status":45,"locked":14,"version":46,"method":47,"evidence":193},{"candidates":194,"agricultural_evidence":51},[195,200,205,211,216],{"code":32,"score":173,"supported":51,"title":196,"abstract":198,"tags":199},[197],"smallholder",[132,197],[132],{"code":187,"score":58,"supported":51,"title":201,"abstract":203,"tags":204},[202],"fertilizer",[202],[],{"code":206,"score":65,"supported":51,"title":207,"abstract":208,"tags":210},"H5",[],[209],"面源污染",[],{"code":212,"score":21,"supported":14,"title":213,"abstract":214,"tags":215},"H4",[],[],[181],{"code":217,"score":21,"supported":14,"title":218,"abstract":219,"tags":220},"H8",[],[],[181],[222,223],"浙江 小农户 有机肥替代","有机肥 补贴 意愿 浙江","浙江小农户有机肥替代-3760","10.3389\u002Ffsufs.2026.1943791",{"doi":225,"openalex_id":227,"authors":228,"venue":169,"cited_by_count":152,"oa_url":166,"card":243,"direction":247,"ingested_from":249},"W7214589952",[229,231,233,235,238,240],{"name":230,"orcid":8},"Xinru Peng",{"name":232,"orcid":8},"Chenxia Hu",{"name":234,"orcid":8},"Qiaoqiao Zheng",{"name":236,"orcid":237},"Yanying Yang","https:\u002F\u002Forcid.org\u002F0000-0002-0907-4191",{"name":239,"orcid":8},"Lijun Zhou",{"name":241,"orcid":242},"Jing Yang","https:\u002F\u002Forcid.org\u002F0009-0002-8370-7900",{"tldr":244,"method":245,"finding":246,"direction":247,"opportunity":248},"研究浙江小农户有机肥替代意愿，识别补贴水平与六种内部条件组合路径。","对288户小农户用条件价值法、计划行为理论和模糊集定性比较分析。","补贴能提高意愿，40-60%替代比下预期补贴124.74元\u002F吨，形成学习、外部规范、资源导向、利益导","农业绿色发展与碳","可探究不同规模与作物类型下补贴与条件组合的动态匹配，以及数字工具在技术学习路径中的作用。","openalex","2026-09-29T23:30:06.947180Z",{"id":252,"title":253,"url":254,"summary":255,"summary_zh":8,"content":256,"source_name":257,"source_url":8,"published_at":258,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":259,"score_detail":260,"sources":262,"tags":264,"primary_topic":269,"secondary_topics":275,"classification":277,"search_phrases":300,"slug":303,"view_count":65,"doi":8,"paper":8,"created_at":304},3093,"粮食大省秋收忙｜黑龙江：黑土生金筑牢\"压舱石\"——绥粳 18 全国最大香稻品种 省农科院绥化分院聂守军团队 30 年选育 100 余水稻新品种突破 2 亿亩","https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389.html","9-22 中华网报道黑龙江省秋收生产全面展开：作为国家粮食安全\"压舱石\"，黑龙江通过稳面积、提单产、优结构持续提升粮食综合产能；早熟水稻已陆续开镰。北大荒集团黑龙江友谊农场稻田内农技人员查看秋收作业质量；孙吴县清溪乡金沟村村民曹德昌选种\"益农玉 7 号\"抗低温抗倒伏品种，预计公顷产量 14-15 吨比老品种多 4-5 吨。黑龙江省农业科学院绥化分院副院长聂守军介绍，团队选育的绥粳 18 水稻兼具耐盐碱、高产、优质特性，已大面积推广；该团队 30 年来累计选育 100 余水稻新品种推广面积突破 2 亿亩。","*   [首页](https:\u002F\u002Fwww.china.com\u002F)\n*   [资讯](https:\u002F\u002Fnews.china.com\u002F)\n*   [军事](https:\u002F\u002Fmilitary.china.com\u002F)\n*   [财经](https:\u002F\u002Ffinance.china.com\u002F)\n*   [娱乐](https:\u002F\u002Fent.china.com\u002F)\n*   [汽车](https:\u002F\u002Fauto.china.com\u002F)\n*   [游戏](https:\u002F\u002Fgame.china.com\u002F)\n*   [文化](https:\u002F\u002Fculture.china.com\u002F)\n*   [援藏](https:\u002F\u002Fyuanzang.china.com\u002F)\n*   [插画](https:\u002F\u002Fchahua.china.com\u002F)\n*   [健康](https:\u002F\u002Fhealth.china.com\u002F)\n*   [公益](https:\u002F\u002Fgongyi.china.com\u002F)\n*   [优选](https:\u002F\u002Fyouxuan.china.com\u002F)\n*   [法制](https:\u002F\u002Flaw.china.com\u002F)\n*   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\"关闭\")\n用微信扫码二维码\n\n分享至好友和朋友圈\n\n[A+](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389.html#)[A-](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389.html#)\n\n金秋九月，黑土地上沃野流金。在哈尔滨市通河县柞树村，秋风拂过，稻田翻涌起层层金色波浪，稻香漫溢田间。收割机轰鸣穿梭，将沉甸甸的稻穗尽收囊中。\n\n“你看这水稻品质，嘎嘎好！”柞树村水稻种植户刘顺扶着稻穗，脸上洋溢着丰收的喜悦。他告诉记者，今年家里种的水稻早已“名花有主”，通过与村里合作社签订订单，不仅销路不愁，价格也有保障。\n\n作为国家粮食安全的“压舱石”，黑龙江省通过稳面积、提单产、优结构，持续提升粮食综合产能。当前，全省农作物长势良好，早熟水稻已陆续开镰，秋收生产全面展开。\n\n![Image 2: 粮食大省秋收忙｜黑龙江：黑土生金筑牢“压舱石”](https:\u002F\u002Fimg0.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002Fe585c291-e9d3-42e7-867b-d81db4705431.jpg)在北大荒集团黑龙江友谊农场有限公司稻田内，农技人员查看秋收作业质量。新华社记者王松 摄\n\n良种是提升粮食单产的重要支撑。“今年我们选用了‘益农玉7号’玉米品种，这一品种抗低温、抗倒伏，棒子不秃尖，粮质好。”在孙吴县清溪乡金沟村，村民曹德昌从田间拿起一棒玉米说，从目前田间长势来看，预计公顷产量可达十四五吨，比老品种多出四五吨。增产带来的实实在在收益，让他们有能力更新农机、扩大种植规模。\n\n为充分释放良种增产潜力，黑龙江省今年提早发布优质品种区划布局，分积温带示范推荐主栽品种，实现主要农作物良种基本全覆盖。\n\n在黑龙江省农业科学院绥化分院水稻试验田里，副院长聂守军仔细记录着稻穗性状。“好品种不是凭空而来的，即便应用了分子标记等现代技术，也必须在田间反复验证。”聂守军说，他和团队选育的“绥粳18”水稻品种，兼具耐盐碱、高产、优质等特性，已实现大面积推广。\n\n1[2](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389_1.html)[全文](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389_all.html#page_2)共 2 页[下一页](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389_1.html \"下一页\")\n\n## 推荐阅读\n\n*   [![Image 3: 聚焦全谷物摄入 专家为推动膳食转型支招](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002Face531ff-8ec5-4351-bdb2-d35e40337d37.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758349.html)\n### [聚焦全谷物摄入 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外线攻防亟待提升](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002F96a1deea-3106-422a-acd3-f0ebea3d53ed.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758155.html)\n### [中国男篮需要纠错再出发 外线攻防亟待提升](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758155.html)\n\n_百家号_ _2026-09-22 02:28:44_\n*   [![Image 25: 沙特退出mBridge背后 筹码管理而非情绪发泄](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F1e9f0a13-dda6-4e3e-9688-5c2fa2bb7c08.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757684.html)\n### [沙特退出mBridge背后 筹码管理而非情绪发泄](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757684.html)\n\n_百家世界札记_ _2026-09-21 16:24:02_\n*   [![Image 26: 地方选举成观察德国政治走向风向标 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美伊紧张局势升级](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F202fb003-e4af-4d02-a877-8f9f91b68512.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757709.html)\n### [突发！又击落一架美国军机 美伊紧张局势升级](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757709.html)\n\n_14号观察室_ _2026-09-21 16:34:30_\n*   [![Image 35: 李在明回应韩高官请辞 尚未决定是否受理](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002Ff73b9c48-e681-45da-a127-52e295893006.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757726.html)\n### [李在明回应韩高官请辞 尚未决定是否受理](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757726.html)\n\n_环球网_ _2026-09-21 16:41:09_\n*   [![Image 36: 四川大英一井盖泡沫喷射达2米多高 商场污水所致](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F640x0\u002Fnews\u002F20260922\u002Fd46b9715-0dc9-494d-9f22-7523a5f7aa7b.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758295.html)\n### [四川大英一井盖泡沫喷射达2米多高 商场污水所致](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758295.html)\n\n_智慧生活报_ _2026-09-22 07:29:43_\n*   [![Image 37: iPhone 18系列第一批受害者来了 新机问题频现](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F640x0\u002Fnews\u002F20260921\u002Fe68fddd2-b171-4290-a605-2e1a0970e4ab.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758363.html)\n### [iPhone 18系列第一批受害者来了 新机问题频现](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758363.html)\n\n_电手_ _2026-09-22 07:38:47_\n\n## 热门文章\n\n*   [![Image 38: 点“经”之笔丨制造业何以争“先”谋“进”？](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002Fd1a8de03-e6f5-44f0-a0ca-b2e04214f2c6.jpg)](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753093.html)\n### [点“经”之笔丨制造业何以争“先”谋“进”？](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753093.html)\n\n*   [![Image 39: 中秋临近节日氛围渐浓 各地特色活动抢先看](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002F14d2cbb2-2bd7-4f76-8ca1-f83924c29f83.jpg)](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753041.html)\n### [中秋临近节日氛围渐浓 各地特色活动抢先看](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753041.html)\n\n*   [![Image 40: 西北东北降温幅度大 台风“杜鹃”对我国无影响](https:\u002F\u002Fimg0.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002Fe44827dd-a49b-49d0-bb59-85bb7a50ecb4.jpg)](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753127.html)\n### [西北东北降温幅度大 台风“杜鹃”对我国无影响](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753127.html)\n\n*   [![Image 41: 超强厄尔尼诺来了 全球农业如何应对](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002F6bf29fcc-6751-4c2a-baa5-66ce6d9f5eef.jpg)](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753397.html)\n### [超强厄尔尼诺来了 全球农业如何应对](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753397.html)\n\n*   [![Image 42: 蓝厅观察丨日本军演频频 搅动地区安全](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002F8ad7a530-7d08-490e-9fa2-142fa83ee678.jpg)](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753355.html)\n### [蓝厅观察丨日本军演频频 搅动地区安全](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753355.html)\n\n*   [![Image 43: 沙特首都再传爆炸声 机场附近升起浓烟](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002F2790548c-b3f9-4593-befb-40af019ed9df.jpg)](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753313.html)\n### [沙特首都再传爆炸声 机场附近升起浓烟](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753313.html)\n\n## 军事\n\n*   [![Image 44: 美国搞X-37B空天战机中国怎么应对 密集组网回应挑衅](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F4439cb38-c212-4e2d-8c42-ee722866b479.jpg) ### 美国搞X-37B空天战机中国怎么应对 密集组网回应挑衅](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260922\u002F49758206.html)\n*   [![Image 45: 在美上市的相关格陵兰概念股大涨 安全协议推动股价飙升](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F550x0\u002Fnews\u002F20260921\u002F2a3395c1-eb2d-49e6-a334-a41b27a3be9f.jpg) ### 在美上市的相关格陵兰概念股大涨 安全协议推动股价飙升](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260922\u002F49758200.html)\n*   [![Image 46: 专家谈美批准向沙特出售48架F-35A 中东军力格局或将重塑](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F45378c83-9dd2-4f40-8b83-b4108099e172.jpg) ### 专家谈美批准向沙特出售48架F-35A 中东军力格局或将重塑](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260922\u002F49758131.html)\n*   [![Image 47: 巴拿马散货船与中国渔船相撞 渔船受损倾斜](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002Fb6fadad7-23e7-4072-98d8-53ea115419c1.jpg) ### 巴拿马散货船与中国渔船相撞 渔船受损倾斜](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49758075.html)\n*   [![Image 48: 李在明回应韩高官请辞 尚未决定是否受理](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002Ff73b9c48-e681-45da-a127-52e295893006.jpg) ### 李在明回应韩高官请辞 尚未决定是否受理](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757726.html)\n*   [![Image 49: 突发！又击落一架美国军机 美伊紧张局势升级](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F202fb003-e4af-4d02-a877-8f9f91b68512.jpg) ### 突发！又击落一架美国军机 美伊紧张局势升级](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757709.html)\n\n## 财经\n\n*   [![Image 50: 第四届全国文学名家珍酒行活动举办](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002Ffe839d7d-4336-45d1-91e1-4b14c4317b90.png)](https:\u002F\u002Ffinance.china.com\u002Fwine\u002F13004693\u002F20260921\u002F49758000.html)\n### [第四届全国文学名家珍酒行活动举办](https:\u002F\u002Ffinance.china.com\u002Fwine\u002F13004693\u002F20260921\u002F49758000.html)\n\n*   [![Image 51: 从“合规驱动”到“价值引领”，ESG步入关键转型期](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002F1d809f0d-b1e8-4522-af3f-f3b2822dd196.png)](https:\u002F\u002Ffinance.china.com\u002Ftuijian\u002F13004687\u002F20260921\u002F49757594.html)\n### [从“合规驱动”到“价值引领”，ESG步入关键转型期](https:\u002F\u002Ffinance.china.com\u002Ftuijian\u002F13004687\u002F20260921\u002F49757594.html)\n\n*   [![Image 52: 家宴硬菜、走亲鲜礼、秋日尝鲜，京东生鲜中秋礼盒清单来了](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002F8dabe7cc-1acc-44f9-9bc9-1a136748a202.png)](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757483.html)\n### [家宴硬菜、走亲鲜礼、秋日尝鲜，京东生鲜中秋礼盒清单来了](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757483.html)\n\n*   [![Image 53: “双节”货运高峰来临 滴滴送货加码司机做单奖励](https:\u002F\u002Fimg0.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002Fcb52e433-1870-48a8-bec6-905b5cf1bc27.png)](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757475.html)\n### [“双节”货运高峰来临 滴滴送货加码司机做单奖励](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757475.html)\n\n*   [![Image 54: 佳能加码影像生态：R8 Mark II携三款配件与3D转换软件登场](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002F8c48f429-ad5b-43fb-8c96-bfeba58254d8.jpg)](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757456.html)\n### [佳能加码影像生态：R8 Mark II携三款配件与3D转换软件登场](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757456.html)\n\n*   [![Image 55: 王方辰：茶非“茶”方可成茶](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002F06256978-80a0-4be1-bf88-2a24de86f784.jpg)](https:\u002F\u002Ffinance.china.com\u002Fxiaofei\u002F13004691\u002F20260921\u002F49757453.html)\n### [王方辰：茶非“茶”方可成茶](https:\u002F\u002Ffinance.china.com\u002Fxiaofei\u002F13004691\u002F20260921\u002F49757453.html)\n\n## 24小时热点\n\n*   _1_[把5G网络“大脑”搬上天的卫星，来了！](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49755961.html)\n*   _2_[贵州从江：抢收稻谷保归仓](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49756131.html)\n*   _3_[德国和西班牙围绕欧盟长期预算分歧明显](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260921\u002F49755813.html)\n*   _4_[基民盟首次无缘进入德国新一届州议会](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260921\u002F49755893.html)\n*   _5_[中国外贸加速“向绿”给世界带来什么？](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49757018.html)\n*   _6_[利比里亚一监狱发生越狱事件 数名囚犯逃脱](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260921\u002F49757044.html)\n*   _7_[河北迁安：窑火燃起田野新活力](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49756144.html)\n*   _8_[天关与拉索牵手 见证宇宙线“定向奔袭”](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49757032.html)\n*   _9_[两百多年的树，花了一年多“搬家”](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260922\u002F49758283.html)\n\n[English](https:\u002F\u002Fenglish.china.com\u002F \"英文站\")[德文站](https:\u002F\u002Fgerman.china.com\u002F \"德文站\")[意文站](https:\u002F\u002Fitaly.china.com\u002F \"意文站\")[葡文站](https:\u002F\u002Fportuguese.china.com\u002F \"葡文站\")[法文站](https:\u002F\u002Ffrench.china.com","中华网","2026-09-22T00:00:00Z",79,{"impact":174,"substance":17,"depth":173,"authority":19,"freshness":13,"relevant":21,"comment":261},"央媒报道黑龙江秋收与良种推广，含绥粳18、益农玉7号等具体品种与科研团队信息，具产业参考价值。",[263],{"name":257,"url":254},[265,266,29,267,268],"种业振兴","水稻育种","秋收生产","黑龙江农业",{"code":270,"slug":271,"name":272,"path":273,"parent_code":274},"A1","rice","水稻","\u002Ftopic\u002Ffield-crops\u002Frice","A",[276],{"code":39,"slug":40,"name":41,"path":42,"parent_code":43},{"status":45,"locked":14,"version":46,"method":47,"evidence":278},{"candidates":279,"agricultural_evidence":51},[280,285,290,296],{"code":270,"score":173,"supported":51,"title":281,"abstract":282,"tags":284},[272],[272,283],"稻田",[266],{"code":39,"score":58,"supported":51,"title":286,"abstract":288,"tags":289},[287],"秋收",[287],[],{"code":291,"score":65,"supported":51,"title":292,"abstract":293,"tags":295},"A8",[],[294],"粮食安全",[],{"code":83,"score":20,"supported":14,"title":297,"abstract":298,"tags":299},[],[],[265,29],[301,302],"绥粳18 聂守军 水稻品种","黑龙江 秋收 良种 益农玉7号","绥粳18聂守军水稻品种-3093","2026-09-22T00:05:33.142280Z",{"id":306,"title":307,"url":308,"summary":309,"summary_zh":310,"content":8,"source_name":311,"source_url":308,"published_at":312,"category":113,"cover_url":8,"hotness":13,"is_selected":14,"score":313,"score_detail":314,"sources":317,"tags":319,"primary_topic":323,"secondary_topics":324,"classification":325,"search_phrases":370,"slug":373,"view_count":20,"doi":374,"paper":375,"created_at":418},1400,"Bespoke Precision Agriculture for Small‐Scale Farming in Sub‐Saharan Africa: Defining Potential Benefits and Pathways","https:\u002F\u002Fdoi.org\u002F10.1002\u002Ffes3.70310","ABSTRACT Precision agriculture (PA) holds enormous potential for smallholder farmers in sub‐Saharan Africa (SSA), where agriculture remains central to economic development, employing more than half of the adult population and contributing significantly to GDP. However, adoption rates remain low. This communication examines the potential benefits, challenges and possible pathways for increasing uptake among smallholders in SSA. Drawing from recent initiatives and case studies, successful applications demonstrate that low‐cost, localised and gender inclusive PA innovations can increase adoption among smallholders. However, challenges such as high upfront technology costs, limited internet connectivity, low digital literacy, limited access to financial services and a lack of tailored training remain significant barriers. Addressing these barriers requires the co‐creation of affordable technologies and flexible financing schemes, the provision of support services, offline functionality and integrating PA into the educational curriculum and extension systems in SSA to build capacity to sustain adoption. Furthermore, promoting gender inclusivity and strengthening data management systems are equally important for long‐term success. By addressing these barriers, PA can drive sustainable agricultural production, improve food security and enhance climate resilience. This communication highlights the need for coordination among farmers, developers, researchers and policymakers to foster a robust PA ecosystem for smallholder farmers in SSA.","精准农业（PA）在撒哈拉以南非洲（SSA）的小农户中蕴藏着巨大潜力，该地区农业仍是经济发展的核心，雇佣了超过一半的成年人口，并对国内生产总值（GDP）贡献显著。然而，其采用率仍然较低。本文探讨了提高SSA小农户采用率的潜在益处、挑战及可行路径。借鉴近期举措和案例研究，成功应用表明，低成本、本地化且具有性别包容性的精准农业创新能够提高小农户的采用率。然而，高昂的前期技术成本、有限的互联网连接、较低的数字化素养、金融服务获取受限以及缺乏定制化培训等挑战，仍是重大障碍。应对这些障碍需要共同创造负担得起的技术和灵活的融资方案，提供支持服务、离线功能，并将精准农业纳入SSA的教育课程和推广体系，以建设维持采用的能力。此外，促进性别包容性和加强数据管理系统对长期成功同样重要。通过解决这些障碍，精准农业能够推动可持续农业生产、改善粮食安全并增强气候韧性。本文强调，农民、开发者、研究人员和政策制定者之间需要协调合作，以在SSA为小农户培育一个强大的精准农业生态系统。","Food and Energy Security","2026-09-01T00:00:00Z",76,{"impact":315,"substance":174,"depth":17,"authority":175,"freshness":65,"relevant":21,"comment":316},20,"论文探讨撒哈拉以南非洲小农精准农业的潜力与路径，对发展中国家智慧农业推广有参考价值。",[318],{"name":311,"url":308},[120,28,320,321,322],"非洲农业","农业推广","小农经济",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":45,"locked":14,"version":46,"method":47,"evidence":326},{"candidates":327,"agricultural_evidence":51},[328,333,338,343,349,355,360,365],{"code":88,"score":18,"supported":51,"title":329,"abstract":331,"tags":332},[330],"precision agriculture",[28,330],[120,28],{"code":32,"score":334,"supported":51,"title":335,"abstract":336,"tags":337},7,[],[132,197],[322],{"code":291,"score":104,"supported":51,"title":339,"abstract":340,"tags":342},[],[294,341],"food security",[],{"code":344,"score":65,"supported":51,"title":345,"abstract":346,"tags":348},"H6",[],[347],"农业生态",[],{"code":350,"score":65,"supported":51,"title":351,"abstract":352,"tags":354},"H7",[],[353],"climate resilience",[],{"code":217,"score":65,"supported":51,"title":356,"abstract":357,"tags":359},[],[358],"可持续农业",[],{"code":361,"score":21,"supported":14,"title":362,"abstract":363,"tags":364},"G1",[],[],[321],{"code":366,"score":21,"supported":14,"title":367,"abstract":368,"tags":369},"J3",[],[],[320],[371,372],"农业推广 小农经济 智慧农业 精准农业","农业推广 小农经济","农业推广小农经济智慧农业精准农业-1400","10.1002\u002Ffes3.70310",{"doi":374,"openalex_id":376,"authors":377,"venue":311,"cited_by_count":152,"oa_url":411,"card":412,"direction":159,"ingested_from":249},"W7204866587",[378,381,384,387,389,392,394,397,399,402,404,406,408],{"name":379,"orcid":380},"Kwame Agyei Frimpong","https:\u002F\u002Forcid.org\u002F0000-0002-2241-6985",{"name":382,"orcid":383},"Yaw Sarfo","https:\u002F\u002Forcid.org\u002F0000-0002-2538-4202",{"name":385,"orcid":386},"Isaac Asante","https:\u002F\u002Forcid.org\u002F0000-0003-2838-5275",{"name":388,"orcid":8},"Kwadwo A. Dompreh",{"name":390,"orcid":391},"W. E. Harris","https:\u002F\u002Forcid.org\u002F0000-0002-9038-8656",{"name":393,"orcid":8},"Frank Kumi",{"name":395,"orcid":396},"James Lowenberg‐DeBoer","https:\u002F\u002Forcid.org\u002F0000-0003-4002-0527",{"name":398,"orcid":8},"Paula A Misiewicz",{"name":400,"orcid":401},"Alexander Tetteh Kwasi Nuer","https:\u002F\u002Forcid.org\u002F0000-0001-6646-341X",{"name":403,"orcid":8},"Sven Peets",{"name":405,"orcid":8},"Andrew Wilcox",{"name":407,"orcid":8},"Vincent O. Aduramigba‐Modupe",{"name":409,"orcid":410},"Karl Behrendt","https:\u002F\u002Forcid.org\u002F0000-0003-2905-4996","https:\u002F\u002Fonlinelibrary.wiley.com\u002Fdoi\u002Fpdfdirect\u002F10.1002\u002Ffes3.70310",{"tldr":413,"method":414,"finding":415,"direction":416,"opportunity":417},"探讨撒哈拉以南非洲小农精准农业的潜在效益、挑战及推广路径。","基于近期倡议和案例研究，分析低成本、本地化、性别包容的精准农业创新。","低成本、本地化、性别包容的精准农业可提高小农采用率，但需克服成本、连接性、数字素养等障碍。","数字乡村与农业信息化","研究空白：针对小农的离线功能、低成本技术、灵活融资及性别包容的精准农业系统设计，以及融入教育推广的路径。","2026-09-02T23:30:09.729046Z",{"id":420,"title":421,"url":422,"summary":423,"summary_zh":8,"content":424,"source_name":425,"source_url":8,"published_at":426,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":171,"score_detail":427,"sources":429,"tags":431,"primary_topic":436,"secondary_topics":437,"classification":438,"search_phrases":454,"slug":457,"view_count":458,"doi":8,"paper":8,"created_at":459},757,"浙江综合施策保秋粮促丰收——早稻双增量增幅全国第一,稻飞虱8月虫量为近十年同期最高","https:\u002F\u002Fwww.zj.gov.cn\u002Fcol\u002Fcol1229823372\u002Fart\u002F2026\u002Fart_3048ca34b38c42449973668d9f03bb42.html","浙江省农业农村厅8月19日在杭州召开2026年全省秋粮生产暨重大病虫害防控现场会。浙江夏粮实现面积、总产、平均亩产「三增」;早稻在台风连击下预计面积、总产「双增」,增量增幅均居全国第一。台风「巴威」造成全省早稻受灾69.7万亩;「白海豚」导致全省粮食作物受灾60.6万亩。稻飞虱8月田间虫量为近十年同期最高,8月下旬至9月上中旬、9月下旬至10月上旬是两大防治窗口期。《浙江省「十五五」农作物病虫害监测预警体系建设规划》已正式出台。","19日，省农业农村厅在杭州召开2026年全省秋粮生产暨重大病虫害防控现场会。记者从会上获悉，今年我省粮食生产延续稳中向好态势，夏粮已实现种植面积、总产量、平均亩产“三增”；早稻在台风连击下依然稳住了产量底盘，预计种植面积、总产量“双增”，增量增幅均居全国第一。当前，占全年粮食产量约七成的秋粮正进入产量形成关键期，单季晚稻拔节孕穗，已播连作晚稻即将进入分蘖生长旺季，产量走势直接影响全年丰产大局。\n\n台风对今年浙江粮食生产的考验不容小觑。记者从会上了解到，此前台风“巴威”造成全省早稻受灾69.7万亩；近期台风“白海豚”再度导致全省粮食作物受灾60.6万亩。眼下，各地正加紧筹措调剂晚稻秧苗进行补种，部分受灾区域争分夺秒改种特早熟品种或鲜食秋大豆等，全力确保全年粮食生产总面积只增不降。\n\n浙江粮食产量已连续十年保持稳定增长，为突破平台期，当下全省各产区正从生产扩面、单产提升、病虫防治、防灾减灾等关键环节协同发力。针对撂荒地的复耕复种也正强化推进，各地抢抓关键农时，因地制宜种植粮油作物和经济作物。\n\n在浙江，粮食生产不只是必须完成的指标任务，还被赋予了全链发展的现代化新内涵。眼下，浙江正聚力推进“土特产富·十群百链”建设，粮油产业跻身十大重点培育集群之首，以产业链思维重塑竞争力，让“饭碗”端得更稳、更实、更有价值。\n\n值得关注的是，今年秋粮病虫害防控形势严峻程度远超常年，尤其是稻飞虱，8月田间虫量近十年同期最高，打赢“虫口夺粮”攻坚战任务艰巨。会上明确，8月下旬至9月上中旬、9月下旬至10月上旬是两大防治窗口期，也是病虫害发展高峰时段，各地正积极运用绿色和数字植保技术开展防控。\n\n今年以来，浙江深入实施“虫口夺粮”保丰收行动，全省49个区域站、382个田间监测点、5个雷达站聚点成网，将前期小麦、早稻的病虫危害损失率牢牢控制在2%以内，其中小麦赤霉病平均病穗率仅为4.1%，创近年新低。省植保检疫与农药管理总站有关负责人介绍，《浙江省“十五五”农作物病虫害监测预警体系建设规划》已正式出台，明确从今年起至2030年，全面建成覆盖全省域的农作物病虫害监测预警网络体系，为粮食安全筑牢“数字防线”。","浙江省人民政府 2026-08-19","2026-08-19T00:00:00Z",{"impact":174,"substance":315,"depth":173,"authority":115,"freshness":101,"relevant":21,"comment":428},"省级粮食生产与病虫害防控综合报道，含具体数据与政策规划，信息量足，权威性高。",[430],{"name":425,"url":422},[26,432,433,434,435],"秋粮生产","病虫害防控","台风","稻飞虱",{"code":39,"slug":40,"name":41,"path":42,"parent_code":43},[],{"status":45,"locked":14,"version":46,"method":47,"evidence":439},{"candidates":440,"agricultural_evidence":51},[441,446,450],{"code":39,"score":442,"supported":51,"title":443,"abstract":444,"tags":445},4,[],[60],[432],{"code":270,"score":21,"supported":14,"title":447,"abstract":448,"tags":449},[],[],[435],{"code":350,"score":21,"supported":14,"title":451,"abstract":452,"tags":453},[],[],[434],[455,456],"病虫害防控 秋粮生产 稻飞虱 台风","病虫害防控 秋粮生产","病虫害防控秋粮生产稻飞虱台风-757",5,"2026-08-21T00:05:53.839318Z",{"id":461,"title":462,"url":463,"summary":464,"summary_zh":465,"content":8,"source_name":466,"source_url":463,"published_at":467,"category":113,"cover_url":8,"hotness":13,"is_selected":14,"score":468,"score_detail":469,"sources":472,"tags":474,"primary_topic":478,"secondary_topics":479,"classification":485,"search_phrases":501,"slug":504,"view_count":152,"doi":505,"paper":506,"created_at":521},5592,"Evaluation of Concept-Rank Collapse Audits for Computer Vision Agriculture Disease Classifiers Under Low-Label Regimes: An Interpretability Capacity Bound for Smallholder Fungicide Selectivity","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.23545193","Concept-based interpretability methods for plant-disease classifiers are typically evaluated by whether their concept activations correlate with human-annotated labels, but this criterion is silent on a prior question: whether the classifier's internal representation retains enough concept-rank structure for any audit to be informative. the present analysis formalises that prior question as an interpretability capacity bound. A classifier is modelled as a concept-rank operator whose singular values govern how much concept-level signal survives the projection from pixel space to class logits, and a collapse audit is defined as the ratio of retained concept-rank energy to total concept energy. Under a low-label regime, where concept annotations are scarce and the audit must be estimated from few labelled examples, the bound predicts that audit reliability degrades as a function of the concept-rank spectrum and the label budget. The analysis is a theoretical and methodological contribution: it derives the bound, states the conditions under which a collapse audit is identifiable, and characterises the operating characteristics of the audit as a decision procedure under a declared variance structure (between-cluster SD = 6.0, residual SD = 4.5, intraclass correlation = 0.64). Power was estimated across 2000 design cells for cluster counts of 8, 16, 24 and 32 and effect sizes of 3, 5 and 8 percentage points; 52 clusters were required for 5 percentage points at 80% power. The bound reframes concept audits as capacity tests rather than fidelity tests, with consequences for how smallholder fungicide-selectivity decisions should be supported by interpretable disease classifiers.","面向植物病害分类器的基于概念的可解释性方法，通常以其概念激活是否与人工标注标签相关作为评价标准，但该标准对一个更先前的问题保持沉默：分类器的内部表征是否保留了足够的概念秩结构，从而使任何审计具有信息量。本分析将该先前问题形式化为一个可解释性容量上界。分类器被建模为概念秩算子，其奇异值支配着从像素空间到类别logits的投影中概念级信号得以保留的程度，并将坍缩审计定义为保留的概念秩能量与总概念能量之比。在低标签情形下，概念标注稀缺且审计必须由少量标注样本估计，该上界预测审计可靠性会随概念秩谱和标签预算的函数而退化。本分析是一项理论和方法论贡献：推导出该上界，陈述坍缩审计可识别的条件，并在声明的方差结构（簇间SD = 6.0，残差SD = 4.5，组内相关系数 = 0.64）下刻画审计作为决策程序的操作特征。在2000个设计单元中，针对簇数为8、16、24和32以及效应量为3、5和8个百分点的情形估计了功效；在80%功效下达到5个百分点需要52个簇。该上界将概念审计重新框定为容量检验而非保真度检验，并对可解释病害分类器应如何支持小农杀菌剂选择性决策具有启示意义。","Zenodo (CERN European Organization for Nuclear Research)","2026-10-21T00:00:00Z",69,{"impact":101,"substance":470,"depth":17,"authority":115,"freshness":13,"relevant":21,"comment":471},21,"理论方法论文，提出可解释性容量上界并给出审计功效分析，对智慧农业病害识别可信度有参考价值，但属小众方法学研究、缺乏田间实证，暂不宜进入每日精选。",[473],{"name":466,"url":463},[120,475,132,476,477],"农业人工智能","植物病害识别","可解释性",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[480],{"code":144,"slug":481,"name":482,"path":483,"parent_code":484},"agricultural-ai","农业AI与大模型","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-ai","I",{"status":45,"locked":14,"version":46,"method":47,"evidence":486},{"candidates":487,"agricultural_evidence":51},[488,492,497],{"code":32,"score":115,"supported":51,"title":489,"abstract":490,"tags":491},[197],[197],[132],{"code":144,"score":13,"supported":51,"title":493,"abstract":495,"tags":496},[494],"computer vision",[],[475,476],{"code":88,"score":21,"supported":14,"title":498,"abstract":499,"tags":500},[],[],[120],[502,503],"农业人工智能 植物病害识别 可解释性 智慧农业","农业人工智能 植物病害识别","农业人工智能植物病害识别可解释性智慧农业-5592","10.5281\u002Fzenodo.23545193",{"doi":505,"openalex_id":507,"authors":508,"venue":466,"cited_by_count":152,"oa_url":463,"card":515,"direction":519,"ingested_from":249},"W7223137323",[509,511,513],{"name":510,"orcid":8},"Akshay Ramgoolam",{"name":512,"orcid":8},"Priya Bundhoo Appadoo",{"name":514,"orcid":8},"Jean-Noël LEspérance",{"tldr":516,"method":517,"finding":518,"direction":519,"opportunity":520},"提出可解释性容量上界，评估低标签下概念秩崩溃审计的可靠性。","将分类器建模为概念秩算子，推导容量上界并做2000格功效模拟。","审计可靠性随概念秩谱与标签预算下降；5个百分点效应需52个聚类达80%功效。","农业人工智能与决策模型","可将容量上界用于小农户杀菌剂选择性决策的可解释模型审计与标签预算设计。","2026-10-22T11:21:10.425290Z"]