[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-162":3,"related-162":91},{"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":36,"classification":37,"search_phrases":85,"slug":88,"view_count":89,"doi":8,"paper":8,"created_at":90},162,"浙江人工智能+农业如何破题——'共享AI农事服务'模式破解技术与门槛瓶颈","https:\u002F\u002Fnew.qq.com\u002Frain\u002Fa\u002F20260727A052QF00","浙江聚焦种植业、畜牧业、渔业等产业加速推进人工智能深度应用。金华浙农信息技术有限公司'低空AI'农事服务中心常态化开展航测作业，AI系统半小时即可完成农田长势分析；江山峰田家庭农场AR眼镜识别病虫害种类并推送防治方案；海宁万亩良田智慧管控中心'AI系统自动锁定病虫害高发点位'；湖州吴兴'云眸'水下视觉系统使饲料利用率提升12%-15%、巡塘人力节省六成；江山华欣牧业湖羊智慧园区养殖成本下降15%。",null,"window.DATA = {\"url\":\"https:\u002F\u002Fview.inews.qq.com\u002Fa\u002F20260727A052QF00\",\"article_id\":\"20260727A052QF00\",\"atype\":\"0\",\"article_type\":\"0\",\"title\":\"浙江“人工智能+农业”如何破题？\",\"desc\":\"连片稻田上空，无人机缓缓巡飞；一口虾塘的水面之下，智能视觉设备持续追踪虾苗活动状态；设施大棚里，传感器联动智能系统，自动调节温、光、水、肥……一项项先进人工智能技术，正持续从实验室走向田间地头，应用于现代农业，扎根广袤乡野。 近年来，浙江聚焦种植业、畜牧业、渔业等产业，加速推进人工智能在农业领域深度...\",\"iNewsRecommendLevel\":1,\"abstract\":\"连片稻田上空，无人机缓缓巡飞；一口虾塘的水面之下，智能视觉设备持续追踪虾苗活动状态；设施大棚里，传感器联动智能系统，自动调节温、光、水、肥……一项项先进人工智能技术，正持续从实验室走向田间地头，应用于现代农业，扎根广袤乡野。 近年来，浙江聚焦种植业、畜牧业、渔业等产业，加速推进人工智能在农业领域深度...\",\"catalog1\":\"agriculture\",\"ad_channel_sign\":\"news\",\"introduction\":\"\",\"media\":\"浙江农业农村\",\"media_id\":\"5203498\",\"pubtime\":\"2026-07-27 11:16:13\",\"comment_id\":\"1260727604898583\",\"political\":0,\"cmsId\":\"20260727A052QF00\",\"cms_id\":\"20260727A052QF00\",\"closeAllAd\":0,\"closeAllFavorite\":false,\"originContent\":{\"directory\":{\"ai_list\":[{\"desc\":\"田头采集“活数据”\",\"link\":\"AIPOS_0\",\"summary\":\"浙江针对多山地丘陵、小块农田特点，通过“科研团队+种养主体”协同采集田间实拍图像，反复修正识别参数，补齐人工智能缺少“田间阅历”的短板。\"},{\"desc\":\"多元场景深度落地\",\"link\":\"AIPOS_1\",\"summary\":\"人工智能依托数字农业工厂等载体，向丘陵果园、陆基养殖、设施农业延伸，在病虫害靶向防治、水下病害预警、畜禽状态监测等场景实现深度应用。\"},{\"desc\":\"打通“共享AI”堵点\",\"link\":\"AIPOS_2\",\"summary\":\"浙江培育专业化农事服务组织，推广“共享AI农事服务”模式，通过按需购买服务、定制差异化施肥方案等举措，降低农户使用门槛，推动人工智能成为“新农具”。\"}],\"enable\":1},\"text\":\"\\u003cdiv class=\\\"rich_media_content\\\"\\u003e\\u003csection data-pm-slice=\\\"0 0 []\\\" style=\\\"box-sizing: border-box; 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margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　近年来，浙江聚焦种植业、畜牧业、渔业等产业，加速推进人工智能在农业领域深度应用，赋能农业高质量发展。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; line-height: 0; margin-bottom: 10px; margin-top: 10px; text-align: center\\\"\\u003e\\u003csection nodeleaf=\\\"\\\" style=\\\"box-sizing: border-box; display: inline-block; line-height: 0; max-width: 100%; vertical-align: middle; width: 100%\\\"\\u003e\\u003c!--IMG_1--\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; display: flex; flex-flow: row; justify-content: center; margin: 10px 0px 2px; text-align: center\\\"\\u003e\\u003csection style=\\\"align-self: flex-end; box-sizing: border-box; display: inline-block; flex: 0 0 auto; height: auto; line-height: 0; vertical-align: bottom; width: 16px\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box\\\"\\u003e\\u003csection style=\\\"border-color: rgba(255, 255, 255, 0) rgb(46, 196, 159) rgba(255, 255, 255, 0) rgba(255, 255, 255, 0); border-style: solid; border-width: 6px 6px 0px; box-sizing: border-box; display: inline-block; height: 0px; overflow: hidden; vertical-align: top; width: 0px\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"align-self: flex-end; background-image: linear-gradient(90deg, rgb(8, 213, 188) 0%, rgb(181, 247, 142) 100%); border-top-left-radius: 7px; border-top-right-radius: 7px; box-sizing: border-box; display: inline-block; flex: 0 0 auto; height: auto; max-width: 100%; min-width: 5%; overflow: hidden; padding: 2px 15px; vertical-align: bottom; width: auto\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box; color: rgb(255, 255, 255); font-size: 18px; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cstrong style=\\\"box-sizing: border-box\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e田头采集“\\u003c!--VERTICAL_CARD_BEGIN_0--\\u003e活数据\\u003c!--VERTICAL_CARD_END_0--\\u003e”\\u003c\u002Fspan\\u003e\\u003c\u002Fstrong\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"align-self: flex-end; box-sizing: border-box; display: inline-block; flex: 0 0 auto; height: auto; line-height: 0; vertical-align: bottom; width: 16px\\\"\\u003e\\u003csection style=\\\"-moz-transform: perspective(0px); -o-transform: perspective(0px); -webkit-transform: perspective(0px); box-sizing: border-box; transform: perspective(0px); transform-style: flat\\\"\\u003e\\u003csection style=\\\"-moz-transform: rotateY(180deg); -o-transform: rotateY(180deg); -webkit-transform: rotateY(180deg); box-sizing: border-box; transform: rotateY(180deg)\\\"\\u003e\\u003csection style=\\\"border-color: rgba(255, 255, 255, 0) rgb(151, 241, 151) rgba(255, 255, 255, 0) rgba(255, 255, 255, 0); border-style: solid; border-width: 6px 6px 0px; box-sizing: border-box; display: inline-block; height: 0px; overflow: hidden; vertical-align: top; width: 0px\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; margin: 0px 0px 10px\\\"\\u003e\\u003csection style=\\\"background-color: rgb(122, 232, 175); box-sizing: border-box; height: 1px\\\"\\u003e\\u003csvg style=\\\"float: left; line-height: 0; vertical-align: top; width: 0\\\" viewBox=\\\"0 0 1 1\\\"\\u003e\\u003c\u002Fsvg\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; font-size: 18px; line-height: 1.75; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　技术从实验室走向田间从来不是坦途。浙江多山地丘陵、小块农田，田块高低错落、作物品类多，仅凭理论样本训练出来的模型，很难发挥作用。\\u003c!--AIPOS_0--\\u003e要让人工智能技术真正扎根浙江田野，在田间采集一手“活数据”成为关键一招。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　在金华市金东区岭下镇连片稻田上空，无人机常态化开展航测作业，影像实时传回全省首个“\\u003c!--VERTICAL_CARD_BEGIN_1--\\u003e低空+AI\\u003c!--VERTICAL_CARD_END_1--\\u003e”农事服务中心后台，AI系统半小时即可完成分析，定位漏苗、弱苗区域，生成农田长势“体检报告”。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　“原先很多算法更适配北方规整大田，遇到田埂交错、杂草混杂的江南小块农田，时常识别出错。”金华浙农信息技术有限公司负责人郑永富蹲在田边，指着屏幕上的农田影像介绍，团队持续分季节采集早稻、晚稻实拍影像，反复修正识别参数，不断提升秧苗、杂草区分精度。该农事服务中心跳出单一植保飞防思路，把低空采集的田间数据延伸运用到农业定损、涉农贷款领域，走出了一条数据助力全链条农事服务的新路。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　在江山峰田家庭农场，技术人员佩戴AR眼镜穿行于田垄间，视线扫过水稻叶片，系统即刻识别病虫害种类，同步推送配套防治方案。这套识别模型录入了上万张浙江本土水稻病虫田间实拍图像。“书本标准图片和田间实景差别很大，梅雨季节叶片挂着露水、光照时明时暗，都会干扰识别效果，只有扎根田间持续采集样本，算法才能接‘地气’。”技术人员周晨阳介绍。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　从实验室理想化环境到真实农田，浙江摸索形成了“科研团队+种养主体”协同采集数据模式。专家团队常态化下沉田间，种养大户、农场经营者同步记录长期积累的数据与农事经验，把老农代代相传的种植智慧转化为可供模型学习的数据，补齐人工智能缺少“田间阅历”的短板，闯过技术落地的第一道关卡。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; display: flex; flex-flow: row; justify-content: center; margin: 10px 0px 2px; text-align: center\\\"\\u003e\\u003csection style=\\\"align-self: flex-end; box-sizing: border-box; display: inline-block; flex: 0 0 auto; height: auto; line-height: 0; vertical-align: bottom; width: 16px\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box\\\"\\u003e\\u003csection style=\\\"border-color: rgba(255, 255, 255, 0) rgb(46, 196, 159) rgba(255, 255, 255, 0) rgba(255, 255, 255, 0); border-style: solid; border-width: 6px 6px 0px; box-sizing: border-box; display: inline-block; height: 0px; overflow: hidden; vertical-align: top; width: 0px\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"align-self: flex-end; background-image: linear-gradient(90deg, rgb(8, 213, 188) 0%, rgb(181, 247, 142) 100%); border-top-left-radius: 7px; border-top-right-radius: 7px; box-sizing: border-box; display: inline-block; flex: 0 0 auto; height: auto; max-width: 100%; min-width: 5%; overflow: hidden; padding: 2px 15px; vertical-align: bottom; width: auto\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box; color: rgb(255, 255, 255); font-size: 18px; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cstrong style=\\\"box-sizing: border-box\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e多元场景深度落地\\u003c\u002Fspan\\u003e\\u003c\u002Fstrong\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"align-self: flex-end; box-sizing: border-box; display: inline-block; flex: 0 0 auto; height: auto; line-height: 0; vertical-align: bottom; width: 16px\\\"\\u003e\\u003csection style=\\\"-moz-transform: perspective(0px); -o-transform: perspective(0px); -webkit-transform: perspective(0px); box-sizing: border-box; transform: perspective(0px); transform-style: flat\\\"\\u003e\\u003csection style=\\\"-moz-transform: rotateY(180deg); -o-transform: rotateY(180deg); -webkit-transform: rotateY(180deg); box-sizing: border-box; transform: rotateY(180deg)\\\"\\u003e\\u003csection style=\\\"border-color: rgba(255, 255, 255, 0) rgb(151, 241, 151) rgba(255, 255, 255, 0) rgba(255, 255, 255, 0); border-style: solid; border-width: 6px 6px 0px; box-sizing: border-box; display: inline-block; height: 0px; overflow: hidden; vertical-align: top; width: 0px\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; margin: 0px 0px 10px\\\"\\u003e\\u003csection style=\\\"background-color: rgb(122, 232, 175); box-sizing: border-box; height: 1px\\\"\\u003e\\u003csvg style=\\\"float: left; line-height: 0; vertical-align: top; width: 0\\\" viewBox=\\\"0 0 1 1\\\"\\u003e\\u003c\u002Fsvg\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; font-size: 18px; line-height: 1.75; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　\\u003c!--AIPOS_1--\\u003e解决算法“水土不服”之后，如何推动人工智能“走出”示范基地，覆盖粮油、果蔬、畜牧、渔业等多元业态，是推进“\\u003c!--VERTICAL_CARD_BEGIN_2--\\u003e人工智能+\\u003c!--VERTICAL_CARD_END_2--\\u003e农业”持续攻坚的第二道关口。依托数字农业工厂、未来农场等建设载体，人工智能不再局限于高标准连片大田，逐步向丘陵果园、陆基养殖、设施农业延伸。\\u003c!--AI_MID_AD_0--\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　在海宁市马桥街道万亩良田智慧管控中心，屏幕上土壤墒情、虫情监测数据持续滚动。孢子捕捉仪、智能测报设备组成全天候田间哨兵，AI系统自动锁定病虫害高发点位，绘制精准施药地图。种植主体打开手机就能接收预警信息，开展病虫害靶向防治。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; line-height: 0; margin-bottom: 10px; margin-top: 10px; text-align: center\\\"\\u003e\\u003csection nodeleaf=\\\"\\\" style=\\\"box-sizing: border-box; display: inline-block; line-height: 0; max-width: 100%; vertical-align: middle; width: 100%\\\"\\u003e\\u003c!--IMG_2--\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; font-size: 18px; line-height: 1.75; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　“过去整片农田统一喷施农药，不少区域属于无效作业，现在哪里发现病虫害就重点防控哪里，农药使用更加集约。”管控中心负责人雷志伟介绍。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　在水产品养殖领域，人工智能逐步撬开了传统养殖的水下“黑箱”。在湖州吴兴丰盛湾水产种业基地，“\\u003c!--VERTICAL_CARD_BEGIN_3--\\u003e云眸\\u003c!--VERTICAL_CARD_END_3--\\u003e”水下视觉系统不间断观察沼虾活动情况，捕捉细微异常，提前发出病害预警。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　养虾最难掌握水下情况，过去只能依靠夜间巡塘积累经验，稍有疏忽就可能造成损失。基地负责人\\u003c!--SECURE_LINK_BEGIN_0--\\u003e李蓓蕾\\u003c!--SECURE_LINK_END_0--\\u003e坦言，“AI相当于全天候值守的巡塘员，这套系统投用后，饲料利用率提升12%至15%，巡塘人力节省六成。”\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　畜禽养殖同样迎来数字化转型。在江山华欣牧业\\u003c!--SECURE_LINK_BEGIN_1--\\u003e湖羊\\u003c!--SECURE_LINK_END_1--\\u003e智慧园区内，AI视觉系统实时监测湖羊采食、活动状态，快速识别采食异常与临产母羊，系统自动提醒。如今，园区依托智能饲喂方案，实现日粮精准投放，养殖成本下降15%。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e　　不同种养场景的实用案例，打破了“人工智能+农业”只适合大规模平整农田的固有认知。此外，浙江兼顾规模化农场与中小经营主体需求，既有无人农机全程作业的高标准无人化样板，也推出轻量化无人机巡田、手机端智能问诊等低成本方案，不断降低普通农户尝试数字技术的门槛。\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; line-height: 0; margin-bottom: 10px; margin-top: 10px; text-align: center\\\"\\u003e\\u003csection nodeleaf=\\\"\\\" style=\\\"box-sizing: border-box; display: inline-block; line-height: 0; max-width: 100%; vertical-align: middle; width: 100%\\\"\\u003e\\u003c!--IMG_3--\\u003e\\u003c\u002Fsection\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; text-align: justify\\\"\\u003e\\u003cp style=\\\"box-sizing: border-box; margin: 0px; padding: 0px; white-space: normal\\\"\\u003e\\u003cspan leaf=\\\"\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fsection\\u003e\\u003csection style=\\\"box-sizing: border-box; display: flex; flex-flow: row; justify-content: center; margin: 10px 0px 2px; text-align: center\\\"\\u003e\\u003csection style=\\\"align-self: flex-end; box-sizing: border-box; display: inline-block; flex: 0 0 auto; height: auto; line-height: 0; vertical-align: bottom; width: 16px\\\"\\u003e\\u003csection style=\\\"box-sizing: border-box\\\"\\u003e\\u003csection style=\\\"border-color: rgba(255, 255, 255, 0) rgb(46, 196, 159) rgba(255, 255, 255, 0) rgba(255, 255, 255, 0); border-style: solid; border-width: 6\n[…全文已截断…]","浙江日报《浙农观察》 2026-07-27 \u002F 杨怡","2026-07-27T00:00:00Z","报道",10,false,70,{"impact":17,"substance":18,"depth":19,"authority":13,"freshness":20,"relevant":21,"comment":22},18,20,17,5,1,"省级官媒深度报道浙江AI农业共享模式，有具体案例和路径分析，时效稍旧但仍有价值。",[24],{"name":10,"url":6},[26,27,28,29,30],"浙江","人工智能","数字赋能","共享AI农事服务","智慧种养",{"code":32,"slug":33,"name":34,"path":35,"parent_code":8},"C","livestock","畜牧兽医","\u002Ftopic\u002Flivestock",[],{"status":38,"locked":14,"version":39,"method":40,"evidence":41},"partial","2026-10-22.2","rules",{"candidates":42,"agricultural_evidence":45,"reason":84},[43,50,56,62,68,74,79],{"code":32,"score":44,"supported":45,"title":46,"abstract":47,"tags":49},3,true,[],[48],"畜牧",[],{"code":51,"score":44,"supported":45,"title":52,"abstract":53,"tags":55},"C2",[],[54],"湖羊",[],{"code":57,"score":44,"supported":45,"title":58,"abstract":59,"tags":61},"C4",[],[60],"饲料",[],{"code":63,"score":44,"supported":45,"title":64,"abstract":65,"tags":67},"D",[],[66],"渔业",[],{"code":69,"score":44,"supported":45,"title":70,"abstract":71,"tags":73},"G2",[],[72],"家庭农场",[],{"code":75,"score":21,"supported":14,"title":76,"abstract":77,"tags":78},"I1",[],[],[28],{"code":80,"score":21,"supported":14,"title":81,"abstract":82,"tags":83},"I2",[],[],[27],"一级领域明确，二级方向需要细分",[86,87],"共享AI农事服务 人工智能 数字赋能 智慧种养","共享AI农事服务 人工智能","共享AI农事服务人工智能数字赋能智慧种养-162",8,"2026-08-01T23:53:42.163310Z",{"total":92,"page":21,"page_size":92,"items":93},6,[94,147,201,249,294,330],{"id":95,"title":96,"url":97,"summary":98,"summary_zh":8,"content":99,"source_name":100,"source_url":8,"published_at":101,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":102,"score_detail":103,"sources":107,"tags":109,"primary_topic":113,"secondary_topics":114,"classification":115,"search_phrases":141,"slug":144,"view_count":145,"doi":8,"paper":8,"created_at":146},4542,"浙江省农业科学院畜牧兽医研究所与浙江大学动物科学学院调研交流 推进高水平人才队伍与产业研究院共建","http:\u002F\u002Fwww.cas.zju.edu.cn\u002Fcaschinese\u002F2026\u002F1008\u002Fc14909a3211589\u002Fpage.htm","9月30日，浙江大学动物科学学院院长晏向华带队赴浙江省农业科学院畜牧兽医研究所开展调研交流，进一步强化双方在人才培养、科学研究与服务产业等领域的合作共识。浙江省农业科学院畜牧兽医研究所所长周卫东、书记舒琦艳热情接待。座谈会上，双方一致认为两单位学科互补性强、发展契合度高，将持续深化合作，重点围绕高水平人才队伍共建、科研实践基地共建共享、科研成果落地转化、研究生联合培养等关键领域精准发力。会上还专程拜访徐子伟、卢立志、鲍国连3位浙江省特级专家和蒋永清研究员等校友，汇报浙江大学筹备130周年校庆进展，凝聚院所联动、校友聚力的发展合力。本次调研交流为浙大动科学院与浙江省农科院畜牧兽医研究所\"院所深度合作\"按下加速键，将推动浙江省生猪、家禽、蜂、蚕、地方畜禽品种保护等学科领域产教融合实质性升级。","9月30日，学院院长晏向华带队赴浙江省农业科学院畜牧兽医研究所开展调研交流，进一步强化了双方在人才培养、科学研究和服务产业等领域的合作共识与合作重点。\n\n浙江省农业科学院畜牧兽医研究所所长周卫东和书记舒琦艳热情接待了学院一行。在研究所展厅，周卫东所长系统介绍了研究所的发展历程与历史沿革，详细阐释了研究所深耕地方畜牧兽医领域多年的科研积淀、平台优势与产业服务成果。\n\n座谈会上，周卫东所长介绍了研究所九大研究团队的组建架构、研究方向、科研攻关成果及未来发展规划，双方一致认为两家单位渊源深厚、合作基础扎实，长期以来在科研创新、学术交流、产业服务等方面保持紧密联动，双方学科互补性强、发展契合度高。立足新时代畜牧兽医产业发展与农业科技创新需求，双方将持续深化合作，重点围绕高水平人才队伍共建、科研实践基地共建共享、科研成果落地转化、研究生联合培养等关键领域精准发力。\n\n座谈结束后，学院一行专程拜访徐子伟、卢立志、鲍国连3位浙江省特级专家和蒋永清研究员等校友，汇报了学院筹备130周年校庆进展，并倾听专家们对浙江省养殖业发展的建议，进一步凝聚了院所联动、校友聚力的发展合力。\n\n学院领导班子成员、学科负责人、系所负责人及教师代表等10余人参加调研。","浙江大学动物科学学院 2026 年 10 月 08 日 转浙江省农业科学院","2026-10-07T16:00:00Z",57,{"impact":104,"substance":105,"depth":104,"authority":104,"freshness":89,"relevant":21,"comment":106},12,13,"省级科研院所与高校的常规调研交流，合作方向明确但缺乏新政策与新数据，公共信息增量有限。",[108],{"name":100,"url":97},[26,110,34,111,112],"人才培养","产学研融合","院所合作",{"code":32,"slug":33,"name":34,"path":35,"parent_code":8},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":116},{"candidates":117,"agricultural_evidence":45,"reason":84},[118,124,130,136],{"code":32,"score":119,"supported":45,"title":120,"abstract":121,"tags":123},15,[48],[48,122],"畜禽",[34],{"code":125,"score":44,"supported":45,"title":126,"abstract":127,"tags":129},"C1",[],[128],"生猪",[],{"code":131,"score":44,"supported":45,"title":132,"abstract":133,"tags":135},"C3",[],[134],"家禽",[],{"code":137,"score":21,"supported":14,"title":138,"abstract":139,"tags":140},"G5",[],[],[110],[142,143],"浙江省农科院 畜牧兽医研究所 浙江大学","畜牧兽医 产业研究院 共建","浙江省农科院畜牧兽医研究所浙江大学-4542",2,"2026-10-10T00:14:58.162734Z",{"id":148,"title":149,"url":150,"summary":151,"summary_zh":152,"content":8,"source_name":153,"source_url":150,"published_at":154,"category":155,"cover_url":8,"hotness":13,"is_selected":14,"score":156,"score_detail":157,"sources":160,"tags":162,"primary_topic":168,"secondary_topics":169,"classification":170,"search_phrases":177,"slug":180,"view_count":181,"doi":182,"paper":183,"created_at":200},5544,"Sustainable service scenes: formation mechanism of consumers’ premium purchase of specialty agricultural and livestock products in short-video live streaming","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1993041","Advancing the market realization of premium pricing for high-quality agricultural and livestock products is essential to facilitating the transition of traditional agriculture toward a sustainable, resource-efficient, and quality-driven development paradigm. However, Information asymmetry in the agricultural and livestock products market gives rise to the “lemons problem,” impeding the sustainable consumption of high-quality, differentiated products and undermining their ability to command premium pricing. With the development of the digital economy, short-video live streaming has emerged as a new driver for promoting the sustainable consumption of such products at premium prices. Drawing on servicescape theory, this study uses Inner Mongolia mutton as a representative case and constructs a structural equation model based on 402 valid questionnaires to examine the formation mechanism of consumers’ premium purchase intentions for specialty agricultural and livestock products in short-video live streaming. In addition, multi-group analysis is conducted to examine whether these mechanisms differ across consumers with different demographic characteristics. The results indicate that short-video live streaming effectively encourages consumers to purchase specialty agricultural and livestock products at premium prices through the dual pathways of “scene reconstruction–value upgrading” and “scene reconstruction–trust establishment.” Further, multi-group analysis reveals significant differences in consumers’ psychological responses and purchase intentions across demographic groups. This study provides a theoretical basis and practical insights for promoting the sustainable consumption of specialty agricultural and livestock products at premium prices, and thereby contribute to the long-term sustainability of the agricultural sector.","推进优质农产品和畜产品优质优价的市场实现，对于促进传统农业向可持续、资源节约型和品质驱动型发展范式转型至关重要。然而，农产品和畜产品市场中的信息不对称引发了“柠檬问题”，阻碍了优质差异化产品的可持续消费，并削弱了其实现优质优价的能力。随着数字经济的发展，短视频直播已成为促进此类产品优质优价可持续消费的新动力。本研究基于服务场景理论，以内蒙古羊肉为代表性案例，基于402份有效问卷构建结构方程模型，考察短视频直播中消费者对特色农产品和畜产品溢价购买意愿的形成机制。此外，通过多群组分析检验这些机制在不同人口统计特征消费者之间是否存在差异。结果表明，短视频直播通过“场景重构—价值升级”和“场景重构—信任建立”的双重路径，有效促进消费者以溢价购买特色农产品和畜产品。进一步的多群组分析揭示，不同人口统计群体消费者在心理反应和购买意愿方面存在显著差异。本研究为促进特色农产品和畜产品优质优价的可持续消费提供了理论基础和实践启示，进而有助于农业部门的长期可持续发展。","Frontiers in Sustainable Food Systems","2026-10-22T00:00:00Z","论文",71,{"impact":104,"substance":18,"depth":158,"authority":105,"freshness":13,"relevant":21,"comment":159},16,"基于402份问卷的结构方程模型实证，揭示短视频直播场景重构驱动特色农产品溢价消费的双路径机制，对农产品电商与品牌溢价有参考价值，但属单案例学术研究，产业影响有限。",[161],{"name":153,"url":150},[163,164,165,166,167],"畜牧业","特色农产品","短视频直播","溢价购买","服务场景",{"code":32,"slug":33,"name":34,"path":35,"parent_code":8},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":171},{"candidates":172,"agricultural_evidence":45},[173],{"code":32,"score":104,"supported":45,"title":174,"abstract":175,"tags":176},[33],[33],[163],[178,179],"内蒙古羊肉 短视频直播 溢价购买","特色农产品 短视频直播 服务场景 溢价购买","内蒙古羊肉短视频直播溢价购买-5544",0,"10.3389\u002Ffsufs.2026.1993041",{"doi":182,"openalex_id":184,"authors":185,"venue":153,"cited_by_count":181,"oa_url":150,"card":193,"direction":197,"ingested_from":199},"W7223146436",[186,188,191],{"name":187,"orcid":8},"Pei Jie",{"name":189,"orcid":190},"Liangyuan Song","https:\u002F\u002Forcid.org\u002F0009-0001-0240-5269",{"name":192,"orcid":8},"Liu Hehe",{"tldr":194,"method":195,"finding":196,"direction":197,"opportunity":198},"基于服务场景理论，用内蒙古羊肉案例研究短视频直播中特色农产品溢价购买的形成机制。","服务场景理论+结构方程模型，402份问卷，多群组分析。","直播通过“场景重构-价值升级”和“场景重构-信任建立”双路径促进溢价购买，且存在人口统计差异。","数字乡村与农业信息化","可延伸至不同品类与平台对比，或将直播场景要素量化接入农产品溯源与信任机制研究。","openalex","2026-10-22T11:20:15.054936Z",{"id":202,"title":203,"url":204,"summary":205,"summary_zh":8,"content":206,"source_name":207,"source_url":8,"published_at":208,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":209,"score_detail":210,"sources":213,"tags":215,"primary_topic":220,"secondary_topics":221,"classification":222,"search_phrases":244,"slug":247,"view_count":21,"doi":8,"paper":8,"created_at":248},4851,"聚力科企协同创新 赋能农业绿色发展 农业农村部环保所召开科企战略合作对接会","https:\u002F\u002Fcaas.cn\u002Fxwzx\u002Fnkyw\u002Fd01d32e3f8ef44ee995e93536035a996.htm","10月9日,农业农村部环境保护科研监测所召开科企战略合作对接会暨签约仪式。中国农业科学院副院长刘现武出席并讲话,会议强调要锚定国家战略需求,坚持企业出题、院所答题、市场阅卷,创新科企融合模式,在农业绿色低碳领域打造协同创新标杆。围绕畜禽养殖绿色低碳、乡村环境智能监测、一体化在线监测装备研发及标准制定等方向联合开展技术攻关、工程化示范、产品试制和推广应用。","[English](https:\u002F\u002Fwww.caas.cn\u002Fen)[邮箱](https:\u002F\u002Fmail.caas.cn\u002F)[数字农科院](https:\u002F\u002Fi.caas.cn\u002F)[](https:\u002F\u002Fcaas.cn\u002Fcms\u002Fweb\u002Fsearch\u002Findex.jsp?siteID=cdb01dceb46e48488945d4465e90f221&aba=)\n\n官方微信 \n\n![Image 1](https:\u002F\u002Fcaas.cn\u002Fimages\u002F2023-01\u002F020ac4d3d8b6451782a8702c72604336.jpg)农科专家在线微信公众号\n\n![Image 2](https:\u002F\u002Fcaas.cn\u002Fimages\u002F2023-01\u002Fbf6579e4651e437db31a22cd2249b319.jpg)中国农科院微信公众号\n\n[![Image 3](https:\u002F\u002Fcaas.cn\u002Fstatic2022\u002Fimages\u002Fmenu_logo.png)](https:\u002F\u002Fcaas.cn\u002Findex.htm)\n\n*   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[联系我们](https:\u002F\u002Fcaas.cn\u002Flxwm\u002Findex.htm)\n\n[我要捐赠](https:\u002F\u002Fjjh.caas.cn\u002Fjzzn\u002Fjzfs\u002Findex.htm)\n\n主办：中国农业科学院 承办:中国农业科学院农业信息研究所 地址:北京市海淀区中关村南大街12号 邮编:100081\n\nCopyright@中国农业科学院 京ICP备10039560号-5[_![Image 11](https:\u002F\u002Fcaas.cn\u002Fstatic2022\u002Fimages\u002Ficon\\_ba.png)_ 京公网安备11010802048565号](http:\u002F\u002Fwww.beian.gov.cn\u002Fportal\u002FregisterSystemInfo?recordcode=11010802048565)","中国农业科学院 2026 年 10 月 9 日","2026-10-09T00:00:00Z",52,{"impact":211,"substance":13,"depth":89,"authority":211,"freshness":92,"relevant":21,"comment":212},14,"国家级科研机构召开的科企对接会，属常规工作动态，缺乏新政策条款与实质数据，公共信息增量有限。",[214],{"name":207,"url":204},[216,217,218,219],"农业绿色发展","科企融合","畜禽养殖","环保所",{"code":32,"slug":33,"name":34,"path":35,"parent_code":8},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":223},{"candidates":224,"agricultural_evidence":45},[225,230,234,239],{"code":32,"score":226,"supported":45,"title":227,"abstract":228,"tags":229},4,[],[122],[218],{"code":131,"score":21,"supported":14,"title":231,"abstract":232,"tags":233},[],[],[218],{"code":235,"score":21,"supported":14,"title":236,"abstract":237,"tags":238},"H4",[],[],[216],{"code":240,"score":21,"supported":14,"title":241,"abstract":242,"tags":243},"H8",[],[],[216],[245,246],"农业农村部环保所 科企战略合作对接会","农业绿色发展 畜禽养殖 科企融合 环保所","农业农村部环保所科企战略合作对接会-4851","2026-10-14T00:04:07.514809Z",{"id":250,"title":251,"url":252,"summary":253,"summary_zh":8,"content":8,"source_name":254,"source_url":8,"published_at":255,"category":155,"cover_url":8,"hotness":13,"is_selected":14,"score":256,"score_detail":257,"sources":259,"tags":261,"primary_topic":265,"secondary_topics":266,"classification":267,"search_phrases":279,"slug":282,"view_count":145,"doi":283,"paper":284,"created_at":293},4729,"让畜牧系统可比:比较性畜牧业可持续性研究框架","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1974030\u002Ffull","基于70份1909至2004年美国动物科学学会档案,采用反思性主题分析与历史诠释方法审视动物科学的跨情境可比性问题。研究发现专业化、孤立实验与碎片化问题解决被反复识别为局限,呼吁更综合的视野与对全球动物生产的参与","Frontiers in Sustainable Food Systems 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