[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-582":3,"related-582":61},{"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":30,"secondary_topics":36,"classification":37,"search_phrases":55,"slug":58,"view_count":59,"doi":8,"paper":8,"created_at":60},582,"云南省农科院质标所草莓无损快速检测技术荣获第八届全国科学实验展演汇演金奖","https:\u002F\u002Fwww.toutiao.com\u002Farticle\u002F7673443138488336937\u002F","省农科院质标所科学实验《草莓无损快速检测探秘—微针贴片'戳'穿农药残留真相》荣获'金牌展演节目',被推荐参加全国科学实验展演汇演活动。该技术将草莓安全检测时间从数小时缩短至几分钟,真正推动农药残留检测从实验室走向产业、从试验田走向市场。",null,"## 云南省农科院质标所参加第八届全国科学实验展演汇演云南推荐活动荣获金奖\n\n![Image 1](https:\u002F\u002Fp3-sign.toutiaoimg.com\u002Ftos-cn-i-axegupay5k\u002Fecf2af52936948f0b16fded2418f4bec~tplv-tt-origin-web:gif.jpeg?_iz=58558&from=article.pc_detail&lk3s=953192f4&x-expires=1787442976&x-signature=2OTsmbNygzqDaxvhABTjVO8m7Qw%3D)\n8月11日至13日，由云南省科学技术厅主办、云南省科学技术情报研究院承办的第八届全国科学实验展演汇演云南推荐活动在昭通市落下帷幕。云南省农业科学院质量标准与检测技术研究所（以下简称省农科院质标所）科学实验《草莓无损快速检测探秘——微针贴片“戳”穿农药残留真相》荣获“金牌展演节目”，并被推荐参加全国科学实验展演汇演活动。\n\n省农科院质标所科研人员方海仙、陈兴连、魏茂琼、李文毕、李昕昀聚焦农产品质量安全这一民生关切，以自主研发的微针贴片技术为核心，利用微米级针尖戳穿草莓表皮进行原位采样，将常规农药残留检测繁琐的制样、提取及净化等前处理流程简化为一戳一拔、提取净化快速检测，成功实现从“多步”到“一步”的跨越。检测后草莓完好如初，真正推动农药残留检测从实验室走向产业、从试验田走向市场，以生动的现场展演将前沿科研成果向观众进行接地气、可感知的科普宣传。\n\n![Image 2](https:\u002F\u002Fp3-sign.toutiaoimg.com\u002Ftos-cn-i-tjoges91tu\u002F26a284df8f45fe72a81ef780ee6a79ed~tplv-tt-origin-web:gif.jpeg?_iz=58558&from=article.pc_detail&lk3s=953192f4&x-expires=1787442976&x-signature=KuXv778bIz0mhaX6ANDfkzSK9J8%3D)\n接下来，省农科院质标所将代表云南省参加全国科学实验展演汇演活动，并将进一步在农产品质量、食品安全、农业标准化、种子质量、植物品种保护、农产品品质品牌等方面深入研究，持续以科技创新、科技成果转化助力特色农业产业化、市场化，为云南农业现代化建设贡献智慧与力量。\n\n云南日报-云新闻记者：陈云芬\n\n通讯员：李文毕\n\n编辑：徐嵩钦\n\n审核：谢祥睿\n\n云南日报-云新闻 观云南 知天下\n\n更多内容请打开云新闻, 或","云新闻(云南日报) 2026-08-13 云南省农业科学院质量标准与检测技术研究所","2026-08-13T09:18:00Z","报道",10,false,63,{"impact":17,"substance":18,"depth":19,"authority":13,"freshness":20,"relevant":21,"comment":22},18,15,12,8,1,"省级科研机构在农产品质量安全检测技术上的创新成果，获省级奖项并推荐参加全国展演，具有行业推广价值，但影响范围有限。",[24],{"name":10,"url":6},[26,27,28,29],"云南省农科院","无损检测","草莓","微针贴片",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},"B1","vegetables","蔬菜","\u002Ftopic\u002Fhorticulture\u002Fvegetables","B",[],{"status":38,"locked":14,"version":39,"method":40,"evidence":41},"classified","2026-10-22.2","rules",{"candidates":42,"agricultural_evidence":44},[43,48],{"code":31,"score":19,"supported":44,"title":45,"abstract":46,"tags":47},true,[28],[28],[28],{"code":49,"score":50,"supported":44,"title":51,"abstract":52,"tags":54},"F4",3,[],[53],"农药",[],[56,57],"云南省农科院 微针贴片 无损检测 草莓","云南省农科院 微针贴片","云南省农科院微针贴片无损检测草莓-582",2,"2026-08-15T23:54:32.749772Z",{"total":62,"page":21,"page_size":62,"items":63},6,[64,131,180,239,322,388],{"id":65,"title":66,"url":67,"summary":68,"summary_zh":69,"content":8,"source_name":70,"source_url":67,"published_at":71,"category":72,"cover_url":8,"hotness":13,"is_selected":14,"score":73,"score_detail":74,"sources":79,"tags":81,"primary_topic":86,"secondary_topics":87,"classification":88,"search_phrases":106,"slug":109,"view_count":110,"doi":111,"paper":112,"created_at":130},3980,"Addressing scale Variation and texture confusion in strawberry phenology detection via a lightweight synergistic network","https:\u002F\u002Fdoi.org\u002F10.1016\u002Fj.compag.2026.112475","Addressing scale Variation and texture confusion in strawberry phenology detection via a lightweight synergistic network。Computers and Electronics in Agriculture","针对草莓物候检测中的尺度变化与纹理混淆问题：一种轻量级协同网络。《计算机与电子农业》","Computers and Electronics in Agriculture","2026-10-01T00:00:00Z","论文",70,{"impact":19,"substance":17,"depth":75,"authority":76,"freshness":77,"relevant":21,"comment":78},17,14,9,"核心期刊论文，提出轻量协同网络解决草莓物候检测的尺度变化与纹理混淆问题，方法有创新但属细分作物技术进展，产业影响有限。",[80],{"name":70,"url":67},[82,83,84,28,85],"智慧农业","农业人工智能","计算机视觉","表型检测",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":89},{"candidates":90,"agricultural_evidence":44},[91,96,101],{"code":31,"score":18,"supported":44,"title":92,"abstract":94,"tags":95},[93],"strawberry",[28,93],[28],{"code":97,"score":59,"supported":14,"title":98,"abstract":99,"tags":100},"I2",[],[],[83,84],{"code":102,"score":21,"supported":14,"title":103,"abstract":104,"tags":105},"I1",[],[],[82],[107,108],"草莓 物候期 检测 轻量网络","草莓 表型 识别 尺度变化","草莓物候期检测轻量网络-3980",4,"10.1016\u002Fj.compag.2026.112475",{"doi":111,"openalex_id":113,"authors":114,"venue":70,"cited_by_count":122,"oa_url":8,"card":123,"direction":127,"ingested_from":129},"W7215122815",[115,118,120],{"name":116,"orcid":117},"Shilin Li","https:\u002F\u002Forcid.org\u002F0000-0001-6949-1256",{"name":119,"orcid":8},"Shangjian Guo",{"name":121,"orcid":8},"Shujuan Zhang",0,{"tldr":124,"method":125,"finding":126,"direction":127,"opportunity":128},"提出轻量协同网络，解决草莓物候检测中的尺度变化与纹理混淆问题。","轻量协同网络，用于草莓物候期图像检测。","该网络能有效应对尺度变化和纹理混淆，提升草莓物候检测性能。","农业遥感与作物表型","可探索轻量协同网络在其他作物物候检测中的泛化能力及边缘部署。","openalex","2026-10-02T23:30:03.367892Z",{"id":132,"title":133,"url":134,"summary":135,"summary_zh":8,"content":136,"source_name":137,"source_url":8,"published_at":138,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":139,"score_detail":140,"sources":143,"tags":145,"primary_topic":150,"secondary_topics":155,"classification":157,"search_phrases":175,"slug":178,"view_count":59,"doi":8,"paper":8,"created_at":179},2248,"上海市农科院\"白鹤丽人\"草莓金秋消费季亮相陆家嘴 集装箱植物工厂受关注","https:\u002F\u002Ffinance.sina.com.cn\u002Fjjxw\u002F2026-09-08\u002Fdoc-inircrnn9263848.shtml","9月8日,2026年中国农民丰收节金秋消费季上海主场活动在陆家嘴举行,上海市农科院\"白鹤丽人\"草莓亮相,稳定糖度13-18度,集装箱植物工厂栽培装置实时运转展示立体化、智能化、无土化新型栽培模式。","*   [新浪首页](http:\u002F\u002Fwww.sina.com.cn\u002F)\n*   [新闻](http:\u002F\u002Fnews.sina.com.cn\u002F)\n*   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>正文\n\n行情\n\n行情\n\n股吧\n\n新闻\n\n外汇\n\n新三板\n\n# 不止好吃！青浦白鹤草莓，把实验室搬到陆家嘴~\n\n不止好吃！青浦白鹤草莓，把实验室搬到陆家嘴~\n\n2026年09月08日 22:30[滚动播报](https:\u002F\u002Fwww.toutiao.com\u002Fi7683171671531864611)\n\n[新浪财经APP](https:\u002F\u002Ffinance.sina.com.cn\u002Fmobile\u002Fcomfinanceweb.shtml?source=cjzhengwen04 \"语音播报\")[举报](https:\u002F\u002Ffinance.sina.com.cn\u002Fother\u002Fblank\u002Ffeedback2024.shtml?docId=nircrnn9263848 \"打开举报页\")[缩小字体](javascript:; \"减小字号\")[放大字体](javascript:;)[收藏](javascript:; 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\"分享到QQ\")[QQ空间](http:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=http%3A%2F%2Fcj.sina.com.cn%2Farticle%2Fnormal_detail%3Furl%3Dhttps%253A%252F%252Ffinance.sina.com.cn%252Fjjxw%252F2026-09-08%252Fdoc-inircrnn9263848.shtml&title=%E4%B8%8D%E6%AD%A2%E5%A5%BD%E5%90%83%EF%BC%81%E9%9D%92%E6%B5%A6%E7%99%BD%E9%B9%A4%E8%8D%89%E8%8E%93%EF%BC%8C%E6%8A%8A%E5%AE%9E%E9%AA%8C%E5%AE%A4%E6%90%AC%E5%88%B0%E9%99%86%E5%AE%B6%E5%98%B4~&desc=&summary=&pics=https%3A%2F%2Fn.sinaimg.cn%2Fspider20260908%2F320%2Fw640h480%2F20260908%2Faaa9-a8783a7ba14699eacb3215ad2c9daf8a.jpg \"分享到QQ空间\")\n\n（来源：上观新闻）\n\n![Image 14](https:\u002F\u002Fn.sinaimg.cn\u002Fspider20260908\u002F320\u002Fw640h480\u002F20260908\u002Faaa9-a8783a7ba14699eacb3215ad2c9daf8a.jpg)\n\n近日，2026年中国农民丰收节金秋消费季上海主场活动在[陆家嘴](https:\u002F\u002Ffinance.sina.com.cn\u002Frealstock\u002Fcompany\u002Fsh600663\u002Fnc.shtml)(8.860, -0.27, -2.96%)滨江举行，这场把全国丰收好物搬进黄浦江畔的丰收市集上，产自青浦区白鹤镇的错峰上市草莓，成了全场最受关注的“科技明星”之一。不少市民逛展时惊喜地发现，原本要等到冬春才能吃到的白鹤草莓，如今9月就能在陆家嘴的市集上尝鲜。\n\n不同于普通市集上的鲜果展位，本次白鹤草莓的参展内容跳出了“只卖鲜果”的传统模式，把“从实验室到田间再到市民餐桌”的完整链条直接搬到了陆家嘴草坪。\n\n![Image 15](https:\u002F\u002Fn.sinaimg.cn\u002Fspider20260908\u002F137\u002Fw640h297\u002F20260908\u002Fd2f0-45703f3e16c5dc0bd23305971c49f051.jpg)\n\n在展位上，色泽鲜红透亮的“白鹤丽人”鲜果整齐码放，市民可以免费试吃，直观感受本土草莓13—18度稳定糖度带来的浓甜果香；一旁的小型集装箱植物工厂栽培装置实时运转，多层种植架上的草莓植株长势正好，完整展示了立体化、智能化、无土化的新型栽培模式。市农科院的科研团队还在现场为市民科普新品种培育、绿色生态种植、数智管控等农业知识，不少带着孩子逛展的市民驻足许久，边尝草莓边了解本土农业的科技故事。\n\n白鹤镇是青浦乃至上海近郊的核心草莓主产区，草莓产业是当地农户增收的核心民生产业，但过去很长一段时间里，当地草莓产业长期依赖国外引进品种，存在水土不服、品质不稳、抗病性差等痛点，种源“卡脖子”成了制约产业升级的核心难题。上海市农科院从上世纪80年代起就与白鹤镇建立深度合作，历经数代草莓科研人员的持续攻关，围绕专属品种选育、绿色栽培技术研发、连作土壤改良、智能化栽培探索四大方向深耕多年，终于培育出“白鹤丽人”“鹤美莓”两款拥有本土知识产权、专为白鹤镇生态环境定向选育的专属草莓品种，填补了白鹤镇没有自有特色草莓品种的空白。\n\n“我们选择深耕白鹤草莓、将其作为重点科研攻关对象，核心是立足本土农业提质、乡村产业振兴、都市农业创新的核心初衷。”上海市农科院副研究员方献平在采访中介绍，白鹤镇深厚的草莓种植基础、优越的水土生态条件，加上上海都市农业“精品化、特色化、科技化”的发展定位，让团队下定决心扎根这里，为当地打造完全属于自己的专属草莓品种，探索出一条适配上海近郊的特色农业升级路径。\n\n![Image 16](https:\u002F\u002Fn.sinaimg.cn\u002Fspider20260908\u002F355\u002Fw640h515\u002F20260908\u002Fd9fa-6f4aa5f3ca6e464399f69d38a2725a99.jpg)\n\n为了让实验室里的科研成果真正落到田间地头，市农科院联合青浦区农业农村委、白鹤镇政府搭建起“科研院所+地方政府+种植基地+农户”的产学研转化体系。方献平坦言，科研落地的初期并不顺利，不少农户对新品种、新技术存在顾虑，担心长势不稳、销路不佳。团队便从当地七家核心合作社开辟示范田做起，全程精细化管理，手把手带着农户跟进完整生长周期。“最有成就感的瞬间，就是第一年新品种大面积试种成功，莓农捧着丰收的鲜果卖出好价钱，脸上露出踏实的笑容那一刻。”方献平说，能把实验室里的技术变成农户口袋里实实在在的收益，是农业科研工作者最珍贵的收获。\n\n目前两大专属品种及配套技术已覆盖本地三四十户草莓种植户，核心推广面积达100余亩，不仅让本地草莓优质果率提升15%以上、亩均产量提高10%，更凭借独特的本土品种优势实现了售价溢价，带动莓农亩均增收3000至5000元，实实在在把科研成果转化成了农户口袋里的收益。\n\n如今的白鹤草莓，早已不止于“冬春限定”的鲜果。依托目前长三角地区规模最大的全产业链数智化草莓植物工厂，当地实现了草莓全年不间断采摘，全封闭智能管控模式下产出的鲜果达到“零农残、零激素添加、零催熟、零重金属”的四零标准，年产能近50吨，生产效率较传统地栽模式提升30倍。\n\n![Image 17](https:\u002F\u002Fn.sinaimg.cn\u002Fspider20260908\u002F693\u002Fw640h853\u002F20260908\u002F8980-6180750418dc9198a62d532f7ce88a13.jpg)\n\n[![Image 18: 广告](https:\u002F\u002Fn.sinaimg.cn\u002Fnews\u002F42f7389d\u002F20190523\u002FJiJin300x250.jpg)](http:\u002F\u002Fsaxn.sina.com.cn\u002Fclick?type=bottom&t=UERQUzAwMDAwMDA0NDA5OQ%3D%3D&url=https%3A%2F%2Ffinance.sina.com.cn%2Fmobile%2Fcomfinanceweb.shtml%3Fsource%3DPDPS000000044099&sign=e32b776cb8255330)\n\n“这次登陆国家级农民丰收节平台，我们最希望消费者记住白鹤草莓‘本土培育、科技品质、安全绿色’的核心标签。”方献平表示，未来院地双方还将在三方面持续发力：在品种升级上持续开展种质创新，丰富多元化品种矩阵拉长供应周期；在技术迭代上扩大智能化种植覆盖面，打造可复制的上海精品草莓种植样板；在产业链延伸上探索深加工与农文旅融合，打造草莓采摘、科普研学、文创产品一体化的发展模式。\n\n从种源自主的“白鹤丽人”“鹤美莓”，到全年可控的数智植物工厂，再到本次丰收节上直接送到市民嘴边的清甜口感，青浦白鹤草莓走出了一条“品种国产化、种植智能化、产品品牌化”的精品农业路径。这颗在青浦田间长大的国产草莓，不仅是带动当地农户稳定增收的“富民果”，更成了上海都市现代农业科技转型的特色名片，为全国特色[农产品](https:\u002F\u002Ffinance.sina.com.cn\u002Frealstock\u002Fcompany\u002Fsz000061\u002Fnc.shtml)(6.340, -0.23, -3.50%)种源自主可控提供了可复制的“白鹤样本”，持续擦亮青浦白鹤草莓特色农业招牌。\n\n记者：徐哲\n\n摄影：徐哲\n\n编辑：沈逸清\n\n![Image 19](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%3Dnircrnn9263848%26sinaglobal%3D34.96.49.80_1789258073.609681&datetime=nocheck&level=H&output_type=img&redirect=0&size=100&type=url&sign=b977579e0b83d647b79211e2648dc18a)\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 20](https:\u002F\u002Fn.sinaimg.cn\u002Ffinance\u002Ftransform\u002F260\u002Fw880h180\u002F20180326\u002Fzi4T-fysqfnf9377213.png)](http:\u002F\u002Ftousu.sina.com.cn\u002F)[![Image 21](https:\u002F\u002Fn.sinaimg.cn\u002Ffinance\u002F520\u002Fw1760h360\u002F20260812\u002Fd61b-1813d0b7ccb639b0e4b014d6d7d60a11.png)](https:\u002F\u002Ffinance.sina.com.cn\u002Fstock\u002Froll\u002F2026-08-11\u002Fdoc-inimxvum4228316.shtml)\n\n[![Image 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2026崇礼论坛开幕式\n\n![Image 35](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Fa38dc25e158dbe348c606819209c3900.png)开播时间 | 9-11 19:00\n\n##### 南方基金 【你好南朋友】 「你好，\"南\"朋友”」理财师在线诊断答疑-第四期\n\n![Image 36](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Fed1e034c13d7c6f556b011b08cd27a08.png)开播时间 | 9-11 16:00\n\n##### 光大证券：海外加息影响本周股市，未来机遇在哪里？\n\n![Image 37](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Feb8dc1ec1d62b9e8e3f00aa2e5d037d9.png)开播时间 | 9-11 15:00\n\n##### 国泰海通：风格摇摆，震荡寻底？\n\n![Image 38](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Ff35874ce6d01d1bc63311d088520fa3e.png)开播时间 | 9-11 15:00\n\n##### 融通基金 红利资产逆势走强，这波行情能持续多久？\n\n![Image 39](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Fbb123353f9b5d4d2d37ac30e95cc4d3f.png)开播时间 | 9-12 14:00\n\n##### 2026浦江创新论坛主论坛\n\n![Image 40](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Ff2d32013888fd0d0ec27c026a54820da.png)开播时间 | 9-12 13:30\n\n##### 2026崇礼论坛：智能生活方式专场\n\n![Image 41](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002F4eef4de8795dff5ce85cd72376ad5b1b.png)开播时间 | 9-12 13:30\n\n##### 2026崇礼论坛：AI Film Lab专场\n\n![Image 42](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Fe1758d6f89b898af406db0cd35266af8.png)开播时间 | 9-12 13:30\n\n##### 2026崇礼论坛：AI Builders Show\n\n![Image 43](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002F17b13b4a2c635703c7963a6fb83eab39.png)开播时间 | 9-12 09:30\n\n##### 2026 Inclusion·外滩大会：创新者舞台·AI艺术TALK\n\n![Image 44](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Ff35bb98efe3927d4641a9c9be3219d83.png)开播时间 | 9-12 09:00\n\n##### 2026崇礼论坛开幕式\n\n![Image 45](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Fa38dc25e158dbe348c606819209c3900.png)开播时间 | 9-11 19:00\n\n##### 南方基金 【你好南朋友】 「你好，\"南\"朋友”」理财师在线诊断答疑-第四期\n\n![Image 46](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Fed1e034c13d7c6f556b011b08cd27a08.png)开播时间 | 9-11 16:00\n\n##### 光大证券：海外加息影响本周股市，未来机遇在哪里？\n\n![Image 47](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Feb8dc1ec1d62b9e8e3f00aa2e5d037d9.png)开播时间 | 9-11 15:00\n\n##### 国泰海通：风格摇摆，震荡寻底？\n\n![Image 48](https:\u002F\u002Frls3.cj.sina.com.cn\u002Fproducts\u002F202609\u002Ff35874ce6d01d1bc63311d088520fa3e.png)开播时间 | 9-11 15:00\n\n##### 融通基金 红利资产逆势走强，这波行情能持续多久？\n\n[上一页](javascript:;)[下一页](javascript:;)\n\n1\u002F10\n\n## 热门推荐\n\n店主怀疑遭打击报复，被迫关门停业 _收起_\n\n![Image 49: 折痕真有那么重要吗？iPhone Duo被喷惨了，远不如国产手机](https:\u002F\u002Ffinance.sina.com.cn\u002Fjjxw\u002F2026-09-08\u002Fdoc-inircrnn9263848.shtml)\n\n#### 店主怀疑遭打击报复，被迫关门停业\n\n*   2026年09月12日\n*   01:50\n*   APP专享\n*   扒圈小记\n*   ![Image 50](https:\u002F\u002Fn.sinaimg.cn\u002Ffinance\u002Fpctianyi_wdg\u002Fsrc\u002Fimages\u002Ficon-cmnt.png)1,301\n\nAPP专享\n\n![Image 51: 折痕真有那么重要吗？iPhone 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[投资研报](https:\u002F\u002Fdaxue.sina.cn\u002Fcategory\u002F130)扫码订阅\n\n*   [强化算电设施规划衔接，加快绿电直连、源网荷储等项目落地！电线电缆与航空制造双轮驱动；与多个光热发电项目合作；海风成长潜力可期](https:\u002F\u002Fdaxue.sina.cn\u002Fdetail\u002Fgraphics\u002F1a3971a466489e1796dc092794f59956\u002F4e6b364f8ebf)09-11 12:57[火线电报会员专享](https:\u002F\u002Fdaxue.sina.cn\u002Fcolumn\u002F1a3971a466489e1796dc092794f59956)\n*   [完善算力基础设施，推进关键技术和装备研发应用！打造行业首个十万卡超节点标杆；AI交换机和服务器双轮驱动；AI算力“国家队”潜力可期](https:\u002F\u002Fdaxue.sina.cn\u002Fdetail\u002Fgraphics\u002Ff5443bd63a8b4e858b9225ffa008a6c6\u002Fe860420f1d47)09-11 12:34[会选股会员专享](https:\u002F\u002Fdaxue.sina.cn\u002Fcolumn\u002Ff5443bd63a8b4e858b9225ffa008a6c6)\n*   [看好苹果引领AI端侧向上周期，把握优质果链左侧机遇！PCB应用于Switch2+布局算力；MLCC领军，AI服务器和电车助增长；PCB及SMT一体优势](https:\u002F\u002Fdaxue.sina.cn\u002Fdetail\u002Fgraphics\u002F1a3971a466489e1796dc092794f59956\u002F7e32a7e1893f)09-11 10:53[火线电报会员专享](https:\u002F\u002Fdaxue.sina.cn\u002Fcolumn\u002F1a3971a466489e1796dc092794f59956)\n\n## [](http:\u002F\u002Flive.finance.sina.com.cn\u002F)[股市直播](http:\u002F\u002Flive.finance.sina.com.cn\u002F)\n\n*   图文直播间\n*   视频直播间\n\n*   [![Image 56: 趋势领涨](https:\u002F\u002Fk.sinaimg.cn\u002Fn\u002Ffinance\u002F496\u002Fw248h248\u002F20201127\u002Fc418-kentcvx7740289.jpg\u002Fw120h120f1q80liv.jpg)### 趋势领涨 2026-09-12 01:56:38 =加入潜伏擒牛VIP，享四大顶级服务=【1】购买VIP自动加入私密小直播间！【2】每周3-5只超短金股调入调出服务，适合实时看盘的投资者！【3】每周一份高端内部绝密文章：包含近期布局、热点版块、指数预判！【4】每月2~3只高端中线金股服务！（VIP超短、中线个股均有涉足，让上班族也能跟上VIP节奏！）现月课7.5折，1288元！季课6.9折，3558元，续费季度更划算！新朋友可先月课体验！点网址，直接买，订购地址：【更多独家重磅股市观点请点击】【更多独家重磅股市观点请点击】](http:\u002F\u002Flive.finance.sina.com.cn\u002Fbozhu\u002F1658605145)\n*   [![Image 57: 趋势领涨](https:\u002F\u002Fk.sinaimg.cn\u002Fn\u002Ffinance\u002F496\u002Fw248h248\u002F20201127\u002Fc418-kentcvx7740289.jpg\u002Fw120h120f1q80liv.jpg)### 趋势领涨 2026-09-12 01:56:20 二、科技利好堆积1、进一步完善算力基础设施 加强算力资源监测调度和骨干光纤网络建设。主要利好算力和六张网方向；2、三部门：强化农业科技创新 攻坚突破农业传感器与专用芯片、核心算法、机器人（sz300024）等核心技术。主要利好农业硬科技，比如农业传感器+专用芯片，农业AI、农业机器人（sz300024）等，间接利好数字乡村底座和智能农机装备等。3、美股戴尔科技大涨超11%，超微电脑涨超7%，高通涨近3%。主要利好AI应用端，液态冷服务器、光模块、铜缆高速连接等板块。三、创业板有望领涨1、宁德时代（sz300750）：首次回购公司A股股份60.43万股 成交金额约2亿元宁德时代（sz300750）预告是回购200亿到400亿元，按照这个速度，宁德时代（sz300750）可以回购200天！2、阳光电源（sz300274）：光伏逆变器、储能变流器和储能系统向上调价5%-15%。对新能源方向是利好。影响创业板指数（sz399006）的主要有三大块：新能源、易中天和医药板块。现在新能源有利好，科技股也不差，创业板应该是稳了！四、其他消息1、天博智能（sh603448）上市5日即破发 年内已有14只新股曾跌破发行价。我们还是那句话，次新股不要碰，以前弱势行情，炒作次新股首先要等到跌破发行价，再跌30%以上才能留意；2、多家券商收紧个人程序化交易接入。现在只有专业机构才能做量化，对市场有一定的利好，但利空券商，这应该是券商昨天大跌的主要原因。3、龙版传媒（sh605577）：停牌核查工作已完成 9月14日开市起复牌。总体来说，只要再不出现幺蛾子，3852点应该是本轮调整的低点，下周有望开启反弹。](http:\u002F\u002Flive.finance.sina.com.cn\u002Fbozhu\u002F1658605145)\n*   [![Image 58: 趋势领涨](https:\u002F\u002Fk.sinaimg.cn\u002Fn\u002Ffinance\u002F496\u002Fw248h248\u002F20201127\u002Fc418-kentcvx7740289.jpg\u002Fw120h120f1q80liv.jpg)### 趋势领涨 2026-09-12 01:56:14 本周大盘经过连续盘整以后，周五因为意外事件开始向下调头，很多人说，美联储加息是绝对的利空，难道你就不应该提醒大家回避吗？我们要说的是，加息市场早就知道了，就像电影开场前你就知道主角不会死——毫无悬念。大盘盘整了一个多月，美股出现了四连阴，就是在消化加息的利空。大家都知道的事情，不是利空，利空的主要是美国国债回购从100亿美元突然降到了60亿美元，再加上红海事件引发的国际原油期货突然大涨攻击110美元，这才引发了市场进一步担忧，也引发了大盘大跌。不过，A股的跌幅确实超出意外，因为不管美国加不加息，我们的货币政策还是宽松，但有了量化资金这位“戏精”，涨的时候它比你兴奋，跌的时候它跑得比谁都快，硬生生把跌幅放大了好几倍。所以，这次下跌，外部冲击是引子，内部量化推波助澜才是放大器。A股走弱，主因还是在内部，跌时不管，涨时拔网线，大盘永远躺在地板底下，只要能发新股，管你上面是洪水滔天还是阳光明媚！一、数据公布 美股上涨美国8月CPI同比增长3.4% 符合预期；美国8月核心CPI环比增长0.3% 高于市场预期。数据出来以后，美联储9月份加息的概率升高到90%，也就是9月份基本确定要加息，但市场预期本来就是要加息，所以，整体符合市场预期，谈不上利空。受此消息刺激，美股三大指数集体收涨，道指涨0.98%，纳指涨0.96%，标普500指数涨0.86%，大型科技股多数上涨，戴尔科技大涨超11%。美股基本收回了上周四晚间的所有跌幅，现在球踢给A股这边，A股下周一能收回周五的跌幅吗？我们认为这个概率是存在的，但你的钱不一定能回来！总之，美联储负责讲故事，量化负责放大招，大A负责躺平，散户负责买单，重点是，你还得负责鼓掌！](http:\u002F\u002Flive.finance.sina.com.cn\u002Fbozhu\u002F1658605145)\n*   [![Image 59: 趋势领涨](https:\u002F\u002Fk.sinaimg.cn\u002Fn\u002Ffinance\u002F496\u002Fw248h248\u002F20201127\u002Fc418-kentcvx7740289.jpg\u002Fw120h120f1q80liv.jpg)### 趋势领涨 2026-09-12 01:56:09 大家早上好！趋势为王，做股海的领航者，新的一天，新的战斗，欢迎你来到本直播室！新进的朋友请注意点赞，收藏本直播室，以方便你下次观看，谢谢大家的支持！【更多独家重磅股市观点请点击】](http:\u002F\u002Flive.finance.sina.com.cn\u002Fbozhu\u002F1658605145)\n*   [![Image 60: 数字江恩](https:\u002F\u002Fk.sinaimg.cn\u002Fn\u002Ffinance\u002Fac791ff8\u002F20201116\u002FShuZiJiangEn.png\u002Fw120h120f1q80liv.png)### 数字江恩 2026-09-11 11:00:30 盘手收评，下周行情展望：【更多独家重磅股市观点请点击】](http:\u002F\u002Flive.finance.sina.com.cn\u002Fbozhu\u002F2342117515)\n*   [![Image 61: 北京红竹](https:\u002F\u002Fk.sinaimg.cn\u002Fn\u002Ffinance\u002F4ffadfe8\u002F20170407\u002FBeiJingHongZhuTouXiang.jpg\u002Fw120h120f1q80liv.jpg)### 北京红竹 2026-09-11 09:00:16 板块方向：AI应用：今天跌到了60日均线，不过还是没有止跌信号，还要继续等待。MLCC：继续维持30分钟级别回落末端，日线有点做底的样子，今天科技里最强的就是它了。小金属：等了两天阳线都没给，既然该涨不涨，没给确认信号，下周一不关注它了。贵金属：探底回升，这里还是继续震荡看待吧，大级别机会还不存在，这个方向下周也不跟踪了，一个月之后再看它。银行：放量调整阴线，最近这两天大家有发现没有，银行和科技之间的跷跷板效应越来越弱了，暂时银行上涨还没有结束信号。创新药：还是没有等来确立的阳线，8月20日诱多的阳线套了不少筹码，不会轻易让解套的，下周还要等个五分钟级别三减再看了。农业粮食：高位提示几天不要追了，今天彻底龙头都倒了，短线情绪消失了，不要轻易做短线了。券商：调整、反抽这几天都有和大家说，反抽之后今天大阴线，很明显调整没结束呢，继续等待。煤炭：今天缩量回到20日线，可以做短线，但波段尽量不格局。培育钻石：今天缩量回踩，以20日均线为冰点，不破可以做短线，破了就撤。军工装备：今天市场调整的时候它有资金承接，10日线不破可玩短线。其实每天的板块跟踪，大家都能感觉受到市场如何，前两天有朋友留言说，这么多板块都不能玩都是上涨末端，看来是要调整了，这就是咱们读者看到的痕迹。](http:\u002F\u002Flive.finance.sina.com.cn\u002Fbozhu\u002F2910812187)\n*   [![Image 62: 北京红竹](https:\u002F\u002Fk.sinaimg.cn\u002Fn\u002Ffinance\u002F4ffadfe8\u002F20170407\u002FBeiJingHongZhuTouXiang.jpg\u002Fw120h120f1q80liv.jpg)### 北京红竹 2026-09-11 09:00:12 外围的情况大家都知道了，导致我们A股低开低走，不过最后还是探底回升，下周还有最后一个靴子了，不管是利好还是利空都是靴子落地了。今天早上开盘五分钟有微微的割肉盘的出现，也算是好现象了，大盘这无聊的僵局。今天重点是科创50跌破7月份的低点了，从7月1日的最高点2255点到今天的1516点，完成了日线级别12345的调整，并且今天低点之后符合了乒乓球砸地球。创业板还没有破低，但破与不破都可以，破了更标准，而创业板如果破低也不是CPO带的，而是新能源的龙头带的，目前他还没有调整结束的意思。沪指这几天一直在和大家说要等他调整，强支撑在3870点，今天最低点3852点之后探底回升，下周就要看是否出现底分型了，给了底分型反弹开启还有可能新高，若3850破了也会有反弹，但就不一定新高了。同时银行日线级别上涨段已经出来了，下周也要关注银行是否出现30分钟破位，如果他破位，双创同时震荡反弹突破分笔平台，那就是最舒服的状态了。不管如何下周市场都会给出答案，我们等待就是最好的策略。大方向上我还是认为这里属于日线级别筑底阶段。时间上可以关注9月中旬之后，也就是美国CPI、9月议息之后。](http:\u002F\u002Flive.finance.sina.com.cn\u002Fbozhu\u002F2910812187)\n*   [![Image 63: 寂寞青山](https:\u002F\u002Fk.sinaimg.cn\u002Fn\u002Ffinance\u002Fac791ff8\u002F20201116\u002FJiMoQingShan.png\u002Fw120h120f1q80liv.png)### 寂寞青山 2026-09-11 07:47:40 今日直播结束总结：感谢各位投资者的陪伴与关注！今日A股普跌，上证指数跌1.18%，深证成指跌1.08%，创业板指跌0.49%，两市合计成交约1.97万亿。盘面呈现普跌态势，仅银行、通信设备、元器件、军工、玻璃纤维等少数板块逆势走强，AI算力产业链局部活跃。我们全程为您解读了市场变化、板块逻辑、资金流向和技术形","上海市农业科学院 上观新闻","2026-09-07T16:00:00Z",37,{"impact":13,"substance":20,"depth":62,"authority":20,"freshness":141,"relevant":21,"comment":142},5,"上海农科院草莓品种与集装箱植物工厂在陆家嘴消费季展示，属地方性农业科技推广动态，有场景亮点但信息增量有限。",[144],{"name":137,"url":134},[146,147,148,149,28],"设施农业","都市农业","上海","植物工厂",{"code":151,"slug":152,"name":153,"path":154,"parent_code":35},"B7","protected-horticulture","设施园艺与植物工厂","\u002Ftopic\u002Fhorticulture\u002Fprotected-horticulture",[156],{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},{"status":38,"locked":14,"version":39,"method":40,"evidence":158},{"candidates":159,"agricultural_evidence":44},[160,165,169],{"code":151,"score":161,"supported":44,"title":162,"abstract":163,"tags":164},13,[149],[149],[149,147],{"code":31,"score":19,"supported":44,"title":166,"abstract":167,"tags":168},[28],[28],[28],{"code":170,"score":50,"supported":44,"title":171,"abstract":172,"tags":174},"J4",[],[173],"丰收节",[],[176,177],"植物工厂 设施农业 都市农业 上海","植物工厂 设施农业","植物工厂设施农业都市农业上海-2248","2026-09-13T00:04:02.324985Z",{"id":181,"title":182,"url":183,"summary":184,"summary_zh":185,"content":8,"source_name":70,"source_url":183,"published_at":186,"category":72,"cover_url":8,"hotness":13,"is_selected":44,"score":73,"score_detail":187,"sources":190,"tags":192,"primary_topic":195,"secondary_topics":196,"classification":197,"search_phrases":212,"slug":215,"view_count":50,"doi":216,"paper":217,"created_at":238},1755,"A non-destructive watermelon sweetness classification via vision transformer with cross-modal knowledge distillation","https:\u002F\u002Fdoi.org\u002F10.1016\u002Fj.compag.2026.112393","A non-destructive watermelon sweetness classification via vision transformer with cross-modal knowledge distillation。Computers and Electronics in Agriculture","基于视觉Transformer与跨模态知识蒸馏的非破坏性西瓜甜度分类方法。计算机与农业电子学","2026-09-05T00:00:00Z",{"impact":18,"substance":188,"depth":17,"authority":18,"freshness":59,"relevant":21,"comment":189},20,"提出基于视觉Transformer与跨模态知识蒸馏的无损西瓜甜度分级方法，发表于权威期刊，方法新颖，对农产品品质检测有参考价值。",[191],{"name":70,"url":183},[82,83,27,193,194],"西瓜","模型蒸馏",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":198},{"candidates":199,"agricultural_evidence":44},[200,204,208],{"code":31,"score":110,"supported":44,"title":201,"abstract":202,"tags":203},[],[193],[193],{"code":102,"score":21,"supported":14,"title":205,"abstract":206,"tags":207},[],[],[82],{"code":97,"score":21,"supported":14,"title":209,"abstract":210,"tags":211},[],[],[83],[213,214],"农业人工智能 无损检测 智慧农业 模型蒸馏","农业人工智能 无损检测","农业人工智能无损检测智慧农业模型蒸馏-1755","10.1016\u002Fj.compag.2026.112393",{"doi":216,"openalex_id":218,"authors":219,"venue":70,"cited_by_count":122,"oa_url":8,"card":232,"direction":236,"ingested_from":129},"W7208829728",[220,223,226,229],{"name":221,"orcid":222},"Mustafa Kareem Hadi","https:\u002F\u002Forcid.org\u002F0000-0001-6469-3799",{"name":224,"orcid":225},"Siti Khairunniza Bejo","https:\u002F\u002Forcid.org\u002F0000-0002-4972-1701",{"name":227,"orcid":228},"Abdul Rashid Mohamed Shariff","https:\u002F\u002Forcid.org\u002F0000-0003-4626-4995",{"name":230,"orcid":231},"Nazmi Mat Nawi","https:\u002F\u002Forcid.org\u002F0000-0002-5916-5745",{"tldr":233,"method":234,"finding":235,"direction":236,"opportunity":237},"提出用视觉Transformer结合跨模态知识蒸馏，实现西瓜甜度的无损分类。","视觉Transformer与跨模态知识蒸馏，利用光谱数据辅助图像模型训练。","跨模态蒸馏可提升图像模型对西瓜甜度的分类精度，实现无损检测。","农业人工智能与决策模型","可探索将跨模态蒸馏用于其他水果内部品质（如糖度、酸度）的无损检测，或结合多传感器数据提升模型泛化性。","2026-09-06T23:30:01.479655Z",{"id":240,"title":241,"url":242,"summary":243,"summary_zh":244,"content":8,"source_name":245,"source_url":242,"published_at":246,"category":72,"cover_url":8,"hotness":13,"is_selected":14,"score":247,"score_detail":248,"sources":251,"tags":253,"primary_topic":257,"secondary_topics":258,"classification":270,"search_phrases":296,"slug":299,"view_count":122,"doi":300,"paper":301,"created_at":321},1388,"Physiological and yield tradeoffs among ten strawberry (Fragaria × ananassa Duch.) cultivars under reduced irrigation frequency","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1802525","Climate change driven increases in evaporative demand and water scarcity pose significant challenges to irrigated crops, making plant water conservation a critical trait for agricultural sustainability. Fragaria × ananassa (strawberry) is an economically important but drought-sensitive crop due to its shallow root system and high transpiration demand. This study evaluated cultivar-specific physiological and anatomical tradeoffs underlying tolerance in irrigation reduction across ten commercial strawberry cultivars grown under well-watered conditions and under reduced irrigation frequency. We quantified traits such as leaf water potential ( Ѱ leaf ), stomatal conductance ( g s ), and leaf mass per area (LMA), anatomy (phloem fraction, defined as the relative cross-sectional allocation to phloem tissue, stomatal density, and vessel diameter), and fruit quality (marketable grams per berry and fruit soluble solids (°Brix)). Across all ten cultivars, the reduced irrigation frequency treatment generally increased LMA and fruit soluble solids (°Brix) while reducing Ѱ leaf , g s , and fruit size, revealing trade-offs between water conservation and yield. In the anatomical analysis in a subset of five of the cultivars, we observed that treatment reduced stomatal density, while two cultivars had a reduction in phloem fraction and vessel diameter. These findings highlight a set of traits that contribute to improved water-use efficiency while elucidating the yield penalties associated with tolerance to irrigation reductions, and thus offer valuable insights for cultivar selection and breeding under water-limited conditions.","气候变化导致的蒸发需求增加和水资源短缺对灌溉作物构成重大挑战，使植物水分保持成为农业可持续性的关键性状。森林草莓（*Fragaria × ananassa*，即草莓）因其浅根系和高蒸腾需求，是一种经济重要但干旱敏感的作物。本研究评估了在充分浇水和减少灌溉频率条件下，十个商业草莓品种在耐受灌溉减少方面的品种特异性生理和解剖学权衡。我们量化了叶片水势（Ѱ leaf）、气孔导度（g s）和单位面积叶质量（LMA）等性状，以及解剖结构（韧皮部比例，定义为韧皮部组织的相对横截面积分配、气孔密度和导管直径）和果实品质（每果可销售克数和果实可溶性固形物（°Brix））。在所有十个品种中，减少灌溉频率处理通常增加了LMA和果实可溶性固形物（°Brix），同时降低了Ѱ leaf、g s和果实大小，揭示了水分保持与产量之间的权衡。在对其中五个品种进行的解剖学分析中，我们观察到处理降低了气孔密度，而两个品种的韧皮部比例和导管直径有所减少。这些发现突显了一系列有助于提高水分利用效率的性状，同时阐明了与耐受灌溉减少相关的产量损失，从而为水分受限条件下的品种选择和育种提供了宝贵见解。","Frontiers in Sustainable Food Systems","2026-09-01T00:00:00Z",69,{"impact":19,"substance":188,"depth":17,"authority":19,"freshness":249,"relevant":21,"comment":250},7,"研究揭示草莓节水与产量权衡，为抗旱品种选育提供依据。",[252],{"name":245,"url":242},[28,254,255,256],"农业科技","节水灌溉","品种选育",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[259,265],{"code":260,"slug":261,"name":262,"path":263,"parent_code":264},"H3","irrigation","水资源与灌溉","\u002Ftopic\u002Fenvironment\u002Firrigation","H",{"code":266,"slug":267,"name":268,"path":269,"parent_code":264},"H7","climate","气候适应与防灾减灾","\u002Ftopic\u002Fenvironment\u002Fclimate",{"status":38,"locked":14,"version":39,"method":40,"evidence":271},{"candidates":272,"agricultural_evidence":44},[273,279,283,291],{"code":260,"score":17,"supported":44,"title":274,"abstract":275,"tags":278},[261],[276,277,261],"灌溉","水资源",[255],{"code":31,"score":18,"supported":44,"title":280,"abstract":281,"tags":282},[93],[28,93],[28],{"code":266,"score":77,"supported":44,"title":284,"abstract":285,"tags":290},[],[286,287,288,289],"气候变化","干旱","climate change","drought",[],{"code":292,"score":21,"supported":14,"title":293,"abstract":294,"tags":295},"F1",[],[],[256],[297,298],"农业科技 品种选育 节水灌溉 草莓","农业科技 品种选育","农业科技品种选育节水灌溉草莓-1388","10.3389\u002Ffsufs.2026.1802525",{"doi":300,"openalex_id":302,"authors":303,"venue":245,"cited_by_count":122,"oa_url":314,"card":315,"direction":319,"ingested_from":129},"W7204915087",[304,307,309,311],{"name":305,"orcid":306},"Viridiana Castro","https:\u002F\u002Forcid.org\u002F0000-0001-6358-6588",{"name":308,"orcid":8},"C. Zavalloni",{"name":310,"orcid":8},"Debora Liabeuf",{"name":312,"orcid":313},"Jarmila Pittermann","https:\u002F\u002Forcid.org\u002F0000-0003-1880-1888","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1802525\u002Fpdf",{"tldr":316,"method":317,"finding":318,"direction":319,"opportunity":320},"研究十种草莓品种在减少灌溉频率下的生理、解剖和产量权衡，为节水育种提供依据。","对比充分灌溉与减少灌溉处理，测量叶片水势、气孔导度、解剖结构和果实品质等指标。","减少灌溉提高叶片质量与糖度，但降低水势、气孔导度和果实大小，存在节水与产量权衡。","智慧农业 \u002F 农业物联网","可探索基于物联网的精准灌溉策略，平衡节水与产量，并筛选耐旱品种用于缺水地区。","2026-09-02T23:30:07.922080Z",{"id":323,"title":324,"url":325,"summary":326,"summary_zh":8,"content":327,"source_name":328,"source_url":8,"published_at":329,"category":72,"cover_url":8,"hotness":13,"is_selected":14,"score":330,"score_detail":331,"sources":333,"tags":335,"primary_topic":343,"secondary_topics":344,"classification":350,"search_phrases":383,"slug":386,"view_count":110,"doi":8,"paper":8,"created_at":387},972,"精准农业中AI驱动方法应用于草莓生产的系统文献综述","https:\u002F\u002Fwww.sciencedirect.com\u002Fjournal\u002Fsmart-agricultural-technology","原文标题: AI-driven approaches in precision agriculture for strawberry production: A systematic literature review。作者: Effrosyni Bitakou、Svetlana Vujić et al.本文系统综述了人工智能在精准农业中应用于草莓生产的研究进展，覆盖机器学习、深度学习、计算机视觉与机器人等技术在草莓产量预测、果实品质分级、病虫害早期诊断、灌溉施肥精准调控、采收机器人等核心场景的应用。研究发现AI方法可显著提升草莓生产效率与资源利用率，但田间多站点外部验证仍不足，未来研究应进一步关注数据异质性、模型可解释性、田间部署成本与农户接受度。本文为草莓产业从传统经验种植向数据驱动智能生产转型提供路线图与未来研究方向。","[![Image 1: Elsevier logo](blob:http:\u002F\u002Flocalhost\u002F84fae110a9934890163c7653d951a57a)](https:\u002F\u002Fwww.sciencedirect.com\u002F)\n\n*   Help   \n\n# Are you a robot?\n\nPlease confirm you are a human by completing the captcha challenge below.\n\nVerification successful. 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All rights are reserved, including those for text and data mining, AI training, and similar technologies. 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