[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3292":3,"related-3292":94},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":8,"published_at":11,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":24,"tags":26,"primary_topic":32,"secondary_topics":38,"classification":45,"search_phrases":88,"slug":91,"view_count":92,"doi":8,"paper":8,"created_at":93},3292,"AI巡田机器狗、采摘机器人、虫情监测仪！智慧农业装备亮相2026年中国农民丰收节山东主场活动","https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQwOTg2NA.html","在2026年中国农民丰收节山东主场活动现场，一批智慧农业新装备集中亮相：巡田机器狗替代人工开展田间作业，搭载多光谱、可见光相机与环境监测传感器，依托自研AI算法可精准完成病虫害识别、作物长势研判、土壤墒情监测；便携式一体虫情监测仪可灵活拆装，冬季无虫害时可拆卸收纳；地形移动作业机器人搭载机械臂，更换不同抓手就能实现果蔬采摘；管式墒情仪采用太阳能供电，直接插地即可投入使用。",null,"![Image 1](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_logo.png)![Image 2](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_shandianxinwen.png)\n*  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5](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon222.png)\n\n[](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQwOTg2NA.html)\n\n[济南](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101744.html?1&101744)[青岛](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101745.html?1&101745)[淄博](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101746.html?1&101746)[东营](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101811.html?1&101811)[烟台](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101810.html?1&101810)[潍坊](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101809.html?1&101809)[济宁](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101808.html?1&101808)[泰安](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101807.html?1&101807)[威海](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101806.html?1&101806)[日照](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101805.html?1&101805)[临沂](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101804.html?1&101804)[德州](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101803.html?1&101803)[聊城](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101802.html?1&101802)[滨州](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101801.html?1&101801)[枣庄](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101800.html?1&101800)[菏泽](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F101799.html?1&101799)\n\n[评论](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F107875.html?9&107875)[图片](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F107871.html?9&107871)[文娱](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F107897.html?9&107897)[房产](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F107895.html?9&107895)[专题](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002F107907.html?9&107907)\n\n![Image 6](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Fshang.png)\n\n*   [闪电号>](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Fmp.html?2&0)\n*   [专栏>](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Fmp.html?2&0&%E4%B8%93%E6%A0%8F)\n*   [乡村季风农业家](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Fmpdetail\u002F100200.html?catid=100200)\n\n AI 巡田机器狗、采摘机器人、虫情监测仪！智慧农业装备亮相2026年中国农民丰收节山东主场活动 \n\n[乡村季风农业家](javascript:;)\n\n[2026-09-22 15:43:05](javascript:;)\n\n[Video 3](https:\u002F\u002Fstream7-transcode.iqilu.com\u002F10361\u002Fsucaiku\u002F202609\u002F22\u002Ff4534bc69de84c47b8bceeb954d0626c_902.mp4)\n在 2026年中国农民丰收节山东主场活动现场，一批智慧农业新装备集中亮相，为粮食稳产增产注入科技动能。\n\n巡田机器狗替代人工开展田间作业，搭载多光谱、可见光相机与环境监测传感器，依托自研 AI 算法，可精准完成病虫害识别、作物长势研判、土壤墒情监测；便携式一体虫情监测仪可灵活拆装，冬季无虫害时可拆卸收纳，有效降低设备运维成本；地形移动作业机器人搭载机械臂，更换不同抓手就能实现果蔬采摘；管式墒情仪采用太阳能供电，直接插地即可投入使用，工业级外壳坚固耐用，保障土壤数据精准采集。\n\n从前端田间感知、终端数据分析到后端作业执行，整套设备闭环联动，科学管控田间生产，助力减少农药化肥使用，实现农田提质增产。以科技赋能农耕，用装备守护耕耘，让智慧农业护航齐鲁大地岁岁丰收！\n\n《乡村季风》记者 郑莹莹 马成波\n\n来源： 乡村季风 \n\n编辑： 郑莹莹 \n\n责编： 梁丽 \n\n审校： 张洁 \n\n主编： 方翔 \n\n 相关推荐 \n\n[![Image 7](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F86b0f4ade3b24b269f107f8e38e0e8ee-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjcyNw.html)\n\n[省水省肥还增产！丰收节解锁智慧种植新利器#智能水肥机#智慧农业#中国农民丰收节#农业黑科技#节水节肥#现代化种植](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjcyNw.html)\n\n 分享到：\n\n[![Image 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14](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjYyMg.html&title=%E2%80%9C%E8%BF%B7%E4%BD%A0%E2%80%9D%E5%86%9C%E6%9C%BA%E7%A1%AC%E6%A0%B8%E5%8A%A9%E5%86%9C%EF%BC%8C%E4%B8%93%E4%B8%BA%E5%B1%B1%E5%9C%B0%E4%B8%98%E9%99%B5%E6%89%93%E9%80%A0#%E4%B8%AD%E5%9B%BD%E5%86%9C%E6%B0%91%E4%B8%B0%E6%94%B6%E8%8A%82#%E5%86%9C%E6%9C%BA%E5%B1%95#%E5%86%9C%E6%9C%BA#%E5%B0%8F%E5%9E%8B%E5%86%9C%E6%9C%BA&source=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&desc=&pics=https:\u002F\u002Fimg12.iqilu.com\u002F10361\u002Fsucaiku\u002Fcompress\u002F202609\u002F23\u002F6f4156f96c1747b6bdf4f46a222fba67.png)\n\n[![Image 15](https:\u002F\u002Fimg12.iqilu.com\u002F10361\u002Fsucaiku\u002Fcompress\u002F202609\u002F23\u002Faf5e6c9a65864a19a0fc6905e3584006.png)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html)\n\n[东阿阿胶牵头培育的“鲁西黑驴”获批国家畜禽新品种](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html)\n\n 分享到：\n\n[![Image 16](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html&title=%E4%B8%9C%E9%98%BF%E9%98%BF%E8%83%B6%E7%89%B5%E5%A4%B4%E5%9F%B9%E8%82%B2%E7%9A%84%E2%80%9C%E9%B2%81%E8%A5%BF%E9%BB%91%E9%A9%B4%E2%80%9D%E8%8E%B7%E6%89%B9%E5%9B%BD%E5%AE%B6%E7%95%9C%E7%A6%BD%E6%96%B0%E5%93%81%E7%A7%8D&pic=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&appkey=#_loginLayer_1596177107797)[![Image 17](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_pengyou.png)](https:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html&title=%E4%B8%9C%E9%98%BF%E9%98%BF%E8%83%B6%E7%89%B5%E5%A4%B4%E5%9F%B9%E8%82%B2%E7%9A%84%E2%80%9C%E9%B2%81%E8%A5%BF%E9%BB%91%E9%A9%B4%E2%80%9D%E8%8E%B7%E6%89%B9%E5%9B%BD%E5%AE%B6%E7%95%9C%E7%A6%BD%E6%96%B0%E5%93%81%E7%A7%8D&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&desc=&site=)[![Image 18](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html&title=%E4%B8%9C%E9%98%BF%E9%98%BF%E8%83%B6%E7%89%B5%E5%A4%B4%E5%9F%B9%E8%82%B2%E7%9A%84%E2%80%9C%E9%B2%81%E8%A5%BF%E9%BB%91%E9%A9%B4%E2%80%9D%E8%8E%B7%E6%89%B9%E5%9B%BD%E5%AE%B6%E7%95%9C%E7%A6%BD%E6%96%B0%E5%93%81%E7%A7%8D&source=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&desc=&pics=https:\u002F\u002Fimg12.iqilu.com\u002F10361\u002Fsucaiku\u002Fcompress\u002F202609\u002F23\u002Faf5e6c9a65864a19a0fc6905e3584006.png)\n\n[![Image 19](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F5046dad3db3047c58c60ff919b872503-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html)\n\n[懒人的福音！加热5分钟就能喝的乌鸡人参汤](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html)\n\n 分享到：\n\n[![Image 20](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html&title=%E6%87%92%E4%BA%BA%E7%9A%84%E7%A6%8F%E9%9F%B3%EF%BC%81%E5%8A%A0%E7%83%AD5%E5%88%86%E9%92%9F%E5%B0%B1%E8%83%BD%E5%96%9D%E7%9A%84%E4%B9%8C%E9%B8%A1%E4%BA%BA%E5%8F%82%E6%B1%A4&pic=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&appkey=#_loginLayer_1596177107797)[![Image 21](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_pengyou.png)](https:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html&title=%E6%87%92%E4%BA%BA%E7%9A%84%E7%A6%8F%E9%9F%B3%EF%BC%81%E5%8A%A0%E7%83%AD5%E5%88%86%E9%92%9F%E5%B0%B1%E8%83%BD%E5%96%9D%E7%9A%84%E4%B9%8C%E9%B8%A1%E4%BA%BA%E5%8F%82%E6%B1%A4&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&desc=&site=)[![Image 22](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html&title=%E6%87%92%E4%BA%BA%E7%9A%84%E7%A6%8F%E9%9F%B3%EF%BC%81%E5%8A%A0%E7%83%AD5%E5%88%86%E9%92%9F%E5%B0%B1%E8%83%BD%E5%96%9D%E7%9A%84%E4%B9%8C%E9%B8%A1%E4%BA%BA%E5%8F%82%E6%B1%A4&source=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&desc=&pics=https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F5046dad3db3047c58c60ff919b872503-1.jpg)\n\n[![Image 23](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F4f3081202f01498bb2032b3cae283fa8-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html)\n\n[“裙膜升地温”技术让葡萄避免冻害抽干 安全越冬](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html)\n\n 分享到：\n\n[![Image 24](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html&title=%E2%80%9C%E8%A3%99%E8%86%9C%E5%8D%87%E5%9C%B0%E6%B8%A9%E2%80%9D%E6%8A%80%E6%9C%AF%E8%AE%A9%E8%91%A1%E8%90%84%E9%81%BF%E5%85%8D%E5%86%BB%E5%AE%B3%E6%8A%BD%E5%B9%B2)[![Image 25](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_pengyou.png)](https:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html&title=%E2%80%9C%E8%A3%99%E8%86%9C%E5%8D%87%E5%9C%B0%E6%B8%A9%E2%80%9D%E6%8A%80%E6%9C%AF%E8%AE%A9%E8%91%A1%E8%90%84%E9%81%BF%E5%85%8D%E5%86%BB%E5%AE%B3%E6%8A%BD%E5%B9%B2)[![Image 26](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html&title=%E2%80%9C%E8%A3%99%E8%86%9C%E5%8D%87%E5%9C%B0%E6%B8%A9%E2%80%9D%E6%8A%80%E6%9C%AF%E8%AE%A9%E8%91%A1%E8%90%84%E9%81%BF%E5%85%8D%E5%86%BB%E5%AE%B3%E6%8A%BD%E5%B9%B2)\n\n[![Image 27](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F8fc17233cf67410c8a323dc82a760247-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html)\n\n[山东临沭 花生种植高手集结 共同见证“三只虎”大肥力#农科频道#“三只虎杯”中国花生王大赛](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html)\n\n 分享到：\n\n[![Image 28](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html&title=%E5%B1%B1%E4%B8%9C%E4%B8%B4%E6%B2%AD)[![Image 29](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_pengyou.png)](https:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html&title=%E5%B1%B1%E4%B8%9C%E4%B8%B4%E6%B2%AD)[![Image 30](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html&title=%E5%B1%B1%E4%B8%9C%E4%B8%B4%E6%B2%AD)\n\n[![Image 31](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002Fd208ef216fa84c629fdc4ff205f3ab5f-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIwNg.html)\n\n[安 大 特 美 山东畜牧业实力很顶！](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIwNg.html)\n\n 分享到：\n\n[![Image 32](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIwNg.html&title=%E5%AE%89)[![Image 33](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_pengyou.png)](https:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIwNg.html&title=%E5%AE%89)[![Image 34](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIwNg.html&title=%E5%AE%89)\n\n![Image 35](http:\u002F\u002Fimg8.iqilu.com\u002Fksdimgs\u002F2020\u002F09\u002F01\u002F336460350286d031fcc6edc622cca778.jpg)\n\n | \n\n 闪电热榜 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山东 智慧农业装备","巡田机器狗 采摘机器人 虫情监测仪","中国农民丰收节山东智慧农业装备-3292",5,"2026-09-24T00:03:57.106255Z",{"total":95,"page":22,"page_size":95,"items":96},6,[97,153,211,269,322,382],{"id":98,"title":99,"url":100,"summary":101,"summary_zh":8,"content":102,"source_name":103,"source_url":8,"published_at":104,"category":12,"cover_url":8,"hotness":105,"is_selected":14,"score":106,"score_detail":107,"sources":111,"tags":116,"primary_topic":119,"secondary_topics":120,"classification":121,"search_phrases":148,"slug":151,"view_count":22,"doi":8,"paper":8,"created_at":152},4927,"当'农业大省'遇见'人工智能'——山东智慧农业由点及面持续延伸","https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL99175CU0514R9KU.html","大众网记者探访发现,从粮食主产区到特色经济作物基地,山东现代农业科技正持续下沉田间地头。在菏泽定陶,3.5万亩蒜田采用AI智能播种;淄博临淄全国首家生态无人农场实现耕种管收全流程无人化,百米作业精度2.5厘米;菏泽郓城144万亩小麦依托大田物联网系统;潍坊寿光纪都园区AI种植管理系统与巡检机器人普及率超85%,节水节肥30%以上,带动27个村集体年增收100多万元。","[![Image 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[举报](https:\u002F\u002Fwww.163.com\u002Fspecial\u002F0077jt\u002Ftipoff.html?title=%E5%BD%93%E2%80%9C%E5%86%9C%E4%B8%9A%E5%A4%A7%E7%9C%81%E2%80%9D%E9%81%87%E8%A7%81%E2%80%9C%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E2%80%9D)\n\n[](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL99175CU0514R9KU.html#post_comment_area \"快速发贴\")[0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL99175CU0514R9KU.html# \"点击查看跟贴\")\n\n分享至\n*   [](javascript:;)\n*   [](javascript:;)\n*   [](javascript:;)\n\n[](javascript:; \"关闭\")\n\n![Image 7: Scan me!](blob:http:\u002F\u002Flocalhost\u002F40dc9f58463603197e25a06a290aeb30)\n\n用微信扫码二维码\n\n分享至好友和朋友圈\n\n**大众网记者 梁永琪 菏泽报道**\n\n目前，2026人工智能产业大会正在山东济南举行。进入金秋时节，齐鲁大地的农事一派繁忙。\n\n当传统的农业大省，遇到人工智能产业应用，会碰撞出怎么的火花？\n\n从粮食主产区到特色经济作物基地，现代农业科技正持续下沉田间地头，一场数字化、智能化的农耕变革正在齐鲁大地持续推进，为粮食稳产增收、农业提质增效积蓄强劲动能。\n\n**科技下田，稳产增收更有底气**\n\n这个秋天，在菏泽定陶，3.5万亩蒜田迎来全新耕种方式，AI智能播种设备精准下种、规范排布，昔日面朝黄土的繁重劳作，变成屏幕前的精准操控。\n\n这一幕，不是孤例，而是齐鲁大地科技兴农实践中的一个生动缩影。\n\n农业现代化，装备是基础。放眼齐鲁大地，智慧农业的生动实践，正由点及面、向广袤田野持续延伸。智能设备、数字平台、物联网系统，正成为新时代农耕的“标配”。\n\n![Image 8](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2F03ded60dj00tmw07000n8d000u000gvg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n在淄博临淄，全国首家生态无人农场实现耕、种、管、收全流程无人化，卫星导航农机自主作业，百米作业精准度达2.5厘米以内，解锁大田种植智慧新范式。\n\n在菏泽郓城，144万亩小麦依托大田物联网系统实时监测土壤墒情、虫情预警，“规模化经营+专业化服务”模式实现全程托管，从种到收不用操心。\n\n在德州、聊城吨半粮核心示范区，智能农机搭配田间墒情监测网络，AI模型自动生成水肥方案推送至农户手机，筑牢粮食稳产增产硬核支撑。\n\n一处处田间蜕变、一个个实景案例，打破了“种地靠经验、收成看老天”的传统观念。科技种田不再是遥远的科研设想，而是扎根田间、能复制推广的日常。\n\n**场景落地，现代农业图景加速铺展**\n\n有了科技支撑，还需要让场景落地。近年来，山东各地立足农业禀赋，聚焦精准种植、智慧管护、高效增收，打造了一批接地气、实效强的智慧农业应用场景，让传统农业焕发全新活力。\n\n菏泽曹县依托5G网络覆盖，农技专家线上“坐诊开课”，远程指导芦笋种植户开展病虫害防治与田间管护；直播带货、智能分拣与冷链物流拓宽产销链路，实现“当日采摘、次日送达”，让种植户切实体会到智慧农业带来的增收实效。\n\n![Image 9](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2Ff3f84406j00tmw070007cd0018g00tmg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n潍坊寿光纪都现代农业共富园区，AI种植管理系统与巡检机器人普及率超85%，智能温室自动调控温光水肥，节水节肥30%以上，劳动生产效率提高一倍，园区带动周边27个村集体收入共计增收100多万元。\n\n数字技术正从粮食作物向设施农业延伸，从生产环节向全产业链拓展。如今，农作物耕种收综合机械化率达92.1%，农业科技进步贡献率68.5%，高出全国平均4个百分点。\n\n一组组数据背后，是山东推动农业转型的扎实步伐，智慧农业不再是个别示范点的“盆景”，正成为齐鲁大地遍地开花的“风景”。\n\n**人才扎根，跑好强农振兴接力赛**\n\n技术再好，最终要靠人来用。智慧农业落地生根，离不开懂技术、爱乡土的人才队伍。山东在全国率先建立新型职业农民职称制度，累计1.5万名“土专家”“田秀才”获评职称，打破“唯学历、唯论文”的旧框框。\n\n各地邀请农业专家、技术骨干下沉田间地头，手把手指导农户操作智能设备、运用数字技术。\n\n![Image 10](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2Ff537f29dj00tmw07000ldd000n300ckg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n济宁金乡“95后”新农人杨天方从基层技术员干起，牵头搜集500余份大蒜种质资源，培育出抗病性提升40%、亩产突破5600斤的“金蒜5号”新品种，辐射带动周边4.5万亩耕地采用周年轮作技术。\n\n菏泽定陶区“85后”新农人申成龙放弃都市高薪返乡，建成万平智能植物工厂，通过物联网实现水肥一体化精准滴灌。\n\n放眼全省，一批青年农技骨干和新农人正加快从“学技术”向“传技术”转变，成为助力现代农业迭代升级的重要力量。人才与技术的双向奔赴，正在让智慧农业既有“高度”，更有“温度”。\n\n仓廪实，天下安。金秋的齐鲁沃野上，智能农机穿梭作业、数据平台联通田间，一幅农业现代化的丰收图景徐徐铺展。齐鲁大地正以实际行动，交出一份沉甸甸的“山东答卷”。\n\n责编：刘亚\n\n审签：刘进\n\n特别声明：以上内容(如有图片或视频亦包括在内)为自媒体平台“网易号”用户上传并发布，本平台仅提供信息存储服务。\n\nNotice: The content above (including the pictures and videos if any) is uploaded and posted by a user of NetEase Hao, which is a social media platform and only provides information storage services.\n\n_\u002F_ 阅读下一篇 _\u002F_\n\n### 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[一地生双金岁岁有双收！镇赉创新复种模式激活乡村富民产业](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL96O7I1R05346936.html?f=post2020_dy_recommends)\n\n金台资讯 2026-10-14 10:28:42\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL96O7I1R05346936.html?f=post2020_dy_recommends) \n*   [![Image 36](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fbjnewsrec-cv.ws.126.net\u002Fthree5156defa543j00tmwcnc0020d000hs00dcg.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97QABIB0550A3NK.html?f=post2020_dy_recommends)### [看点拉满！第33届农高会田间展亮点纷呈](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97QABIB0550A3NK.html?f=post2020_dy_recommends)\n\n","大众网 网易 2026 年 10 月 15 日","2026-10-15T00:00:00Z",25,60,{"impact":108,"substance":109,"depth":58,"authority":21,"freshness":13,"relevant":22,"comment":110},18,13,"省级视角综述山东智慧农业由点及面推进，有案例但缺新政策与新数据，属可读性较强的行业报道。",[112,113],{"name":103,"url":100},{"name":114,"url":115},"大众网 东营市行政审批服务局转载 2026 年 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