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智慧农业 AI服务系统","北京农林科学院 双臂采摘机器人 苹果","甘肃智慧农业AI服务系统-3574","2026-09-27T00:05:13.939515Z",{"id":145,"title":146,"url":147,"summary":148,"summary_zh":8,"content":149,"source_name":150,"source_url":8,"published_at":151,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":152,"score_detail":153,"sources":157,"tags":159,"primary_topic":162,"secondary_topics":163,"classification":169,"search_phrases":201,"slug":204,"view_count":205,"doi":8,"paper":8,"created_at":206},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。","![Image 1](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_logo.png)![Image 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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 8](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\u002FYS0yMS0xNzQxMjcyNw.html&title=%E7%9C%81%E6%B0%B4%E7%9C%81%E8%82%A5%E8%BF%98%E5%A2%9E%E4%BA%A7%EF%BC%81%E4%B8%B0%E6%94%B6%E8%8A%82%E8%A7%A3%E9%94%81%E6%99%BA%E6%85%A7%E7%A7%8D%E6%A4%8D%E6%96%B0%E5%88%A9%E5%99%A8#%E6%99%BA%E8%83%BD%E6%B0%B4%E8%82%A5%E6%9C%BA#%E6%99%BA%E6%85%A7%E5%86%9C%E4%B8%9A#%E4%B8%AD%E5%9B%BD%E5%86%9C%E6%B0%91%E4%B8%B0%E6%94%B6%E8%8A%82#%E5%86%9C%E4%B8%9A%E9%BB%91%E7%A7%91%E6%8A%80#%E8%8A%82%E6%B0%B4%E8%8A%82%E8%82%A5#%E7%8E%B0%E4%BB%A3%E5%8C%96%E7%A7%8D%E6%A4%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 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10](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\u002FYS0yMS0xNzQxMjcyNw.html&title=%E7%9C%81%E6%B0%B4%E7%9C%81%E8%82%A5%E8%BF%98%E5%A2%9E%E4%BA%A7%EF%BC%81%E4%B8%B0%E6%94%B6%E8%8A%82%E8%A7%A3%E9%94%81%E6%99%BA%E6%85%A7%E7%A7%8D%E6%A4%8D%E6%96%B0%E5%88%A9%E5%99%A8#%E6%99%BA%E8%83%BD%E6%B0%B4%E8%82%A5%E6%9C%BA#%E6%99%BA%E6%85%A7%E5%86%9C%E4%B8%9A#%E4%B8%AD%E5%9B%BD%E5%86%9C%E6%B0%91%E4%B8%B0%E6%94%B6%E8%8A%82#%E5%86%9C%E4%B8%9A%E9%BB%91%E7%A7%91%E6%8A%80#%E8%8A%82%E6%B0%B4%E8%8A%82%E8%82%A5#%E7%8E%B0%E4%BB%A3%E5%8C%96%E7%A7%8D%E6%A4%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\u002F1\u002Fextraction\u002F202609\u002F23\u002F86b0f4ade3b24b269f107f8e38e0e8ee-1.jpg)\n\n[![Image 11](https:\u002F\u002Fimg12.iqilu.com\u002F10361\u002Fsucaiku\u002Fcompress\u002F202609\u002F23\u002F6f4156f96c1747b6bdf4f46a222fba67.png)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjYyMg.html)\n\n[“迷你”农机硬核助农，专为山地丘陵打造#中国农民丰收节#农机展#农机#小型农机](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjYyMg.html)\n\n 分享到：\n\n[![Image 12](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\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&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 13](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\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&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 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 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42](https:\u002F\u002Fimg11.iqilu.com\u002F21\u002F2025\u002F12\u002F22\u002F98dd3ce409421c836719db34b19a3449.png)](https:\u002F\u002Fapp-h5.iqilu.com\u002Ftopic\u002FMTgyNTE6MWUyZWY.htm?orgid=21#\u002F)\n\n[](https:\u002F\u002Fapp-h5.iqilu.com\u002Ftopic\u002FMTgyNTE6MWUyZWY.htm?orgid=21#\u002F)[聆听金声力量！聚焦第三届“金声奖”获得者彭文馨](https:\u002F\u002Fapp-h5.iqilu.com\u002Ftopic\u002FMTgyNTE6MWUyZWY.htm?orgid=21#\u002F)\n\n[![Image 43](https:\u002F\u002Fimg11.iqilu.com\u002F21\u002F2025\u002F11\u002F25\u002F62","闪电新闻 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15](https:\u002F\u002Fwww.chinanews.com.cn\u002Ffileftp\u002F2025\u002F02\u002F2025-02-24\u002FU947P4T47D55186F24532DT20250225142256.png)](javascript:void(0))\n\n[首页](https:\u002F\u002Fwww.chinanews.com.cn\u002F) → [财经中心](https:\u002F\u002Fwww.chinanews.com.cn\u002Ffinance\u002F) → [财经频道](https:\u002F\u002Fwww.chinanews.com.cn\u002Ffinance\u002F)\n\n分享到：#### [微信扫一扫：分享 ![Image 16](blob:http:\u002F\u002Flocalhost\u002Fcd557f4cf2b821f8d2dd9ffb2319051a) 微信里点“发现”，扫一下 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17](https:\u002F\u002Fwww.chinanews.com.cn\u002Ffileftp\u002F2025\u002F02\u002F2025-02-24\u002FU947P4T47D55186F24532DT20250225142256.png)](javascript:void(0))\n\n# （乡村行·看振兴）AI下田 吉林黑土地智慧丰收有“数”\n\n2026-10-13 16:22:39 来源：[中国新闻网](http:\u002F\u002Fwww.chinanews.com.cn\u002Fcj\u002F2026\u002F10-13\u002F10713792.shtml)作者：徐世傲 责任编辑：徐世傲\n\n 2026年10月13日 16:22 来源：[中国新闻网](https:\u002F\u002Fwww.chinanews.com.cn\u002F)\n\n大字体 \n\n小字体 \n\n分享到：#### [微信扫一扫：分享 ![Image 18](blob:http:\u002F\u002Flocalhost\u002Fcd557f4cf2b821f8d2dd9ffb2319051a) 微信里点“发现”，扫一下 二维码便可将本文分享至朋友圈。](javascript:;)[](https:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https%3A%2F%2Fwww.chinanews.com.cn%2Fcj%2F2026%2F10-13%2F10713792.shtml&title=%EF%BC%88%E4%B9%A1%E6%9D%91%E8%A1%8C%C2%B7%E7%9C%8B%E6%8C%AF%E5%85%B4%EF%BC%89AI%E4%B8%8B%E7%94%B0%20%E5%90%89%E6%9E%97%E9%BB%91%E5%9C%9F%E5%9C%B0%E6%99%BA%E6%85%A7%E4%B8%B0%E6%94%B6%E6%9C%89%E2%80%9C%E6%95%B0%E2%80%9D-%E4%B8%AD%E6%96%B0%E7%BD%91&pic=https%3A%2F%2Fwww.chinanews.com.cn%2Ffileftp%2F2025%2F07%2F2025-07-17%2FU947P4T47D55580F24532DT20250717134135.png&appkey=)[](http:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https%3A%2F%2Fwww.chinanews.com.cn%2Fcj%2F2026%2F10-13%2F10713792.shtml&title=%EF%BC%88%E4%B9%A1%E6%9D%91%E8%A1%8C%C2%B7%E7%9C%8B%E6%8C%AF%E5%85%B4%EF%BC%89AI%E4%B8%8B%E7%94%B0%20%E5%90%89%E6%9E%97%E9%BB%91%E5%9C%9F%E5%9C%B0%E6%99%BA%E6%85%A7%E4%B8%B0%E6%94%B6%E6%9C%89%E2%80%9C%E6%95%B0%E2%80%9D-%E4%B8%AD%E6%96%B0%E7%BD%91&desc=&summary=&site=%EF%BC%88%E4%B9%A1%E6%9D%91%E8%A1%8C%C2%B7%E7%9C%8B%E6%8C%AF%E5%85%B4%EF%BC%89AI%E4%B8%8B%E7%94%B0%20%E5%90%89%E6%9E%97%E9%BB%91%E5%9C%9F%E5%9C%B0%E6%99%BA%E6%85%A7%E4%B8%B0%E6%94%B6%E6%9C%89%E2%80%9C%E6%95%B0%E2%80%9D-%E4%B8%AD%E6%96%B0%E7%BD%91&pics=https%3A%2F%2Fwww.chinanews.com.cn%2Ffileftp%2F2025%2F07%2F2025-07-17%2FU947P4T47D55580F24532DT20250717134135.png)\n\n[![Image 19](https:\u002F\u002Fwww.chinanews.com.cn\u002Ffileftp\u002F2025\u002F02\u002F2025-02-24\u002FU947P4T47D55186F24532DT20250225142256.png)](javascript:void(0))\n\n[中新网](https:\u002F\u002Fwww.chinanews.com.cn\u002F)吉林10月13日电 题：AI下田 吉林黑土地智慧丰收有“数”\n\n[中新网](https:\u002F\u002Fwww.chinanews.com.cn\u002F)记者 苍雁 石洪宇\n\n金秋十月，松花江两岸稻浪翻金，收割机往来穿梭，稻谷源源归仓。在吉林省吉林市，AI与智慧装备正悄然改变着传统的秋收方式，让黑土地上的丰收更有“数”。\n\n“手机上就能看墒情、调度农机，种地越来越省心。”在吉林市下辖的舒兰市金马镇新胜村，种粮大户孙连贵站在田埂上，望着收割机在稻浪中穿行。今年他种了100亩糯稻，农技人员指导他采用科学育苗技术，稻穗饱满，品质好于往年。\n\n![Image 20](https:\u002F\u002Fi2.chinanews.com.cn\u002Fsimg\u002Fypt\u002F2026\u002F261013\u002Ff8b69892-eee9-404c-91d9-409d4f29fbf1_zsite.jpg)\n\n收割机收割粮食。 舒兰市委宣传部供图\n\n过去最怕秋收遭遇连阴雨天气，如今农机调度、仓储烘干都有预案，心里踏实多了。据测算，金马镇3.45万亩糯稻预计收获优质糯米1.39万吨。\n\n金马镇农业农机科科长孙文辉介绍，镇里围绕优质糯稻种植建设高标准农田，他和同事们负责推广科学种植方式。种植环节选取优质品种，加工环节采用适度碾米技术，再通过统一真空包装确保品质。金马糯米凭借黏糯适口等特点，成为部分食品企业的原料，产品市场覆盖京津冀、云贵川、江浙沪等地区。\n\n孙连贵口中的“省心”，离不开智慧农业的持续赋能。近些年，搭载智能导航的收割机依托精准定位规划行进路线，收割、脱粒、秸秆还田一气呵成；农用无人机则化身“空中帮手”，完成田间巡检、病虫害智能监测等作业。这类智慧农业服务模式现已覆盖吉林市、延边州、松原、四平等粮食主产区。\n\n![Image 21](https:\u002F\u002Fi2.chinanews.com.cn\u002Fsimg\u002Fypt\u002F2026\u002F261013\u002F640d0fb9-1d67-46ce-81ca-aff7ba071bfd_zsite.jpg)\n\n农业机械在田间作业。 舒兰市委宣传部供图\n\n在吉林市永吉县一拉溪镇九月丰家庭农场，负责人肖建波轻点鼠标，屏幕上土壤墒情、气象数据、作物长势一目了然。依托卫星遥感技术，4000亩稻田的秋收进度尽收眼底。“哪块地该收了，哪台农机离得最近，系统比人算得还准。”肖建波说，过去秋收靠人跑腿，现在屏幕上就能调度，效率翻了一倍。\n\n昌邑区孤店子镇大荒地村，年过六旬的赵广文坐在屋里，通过手机屏幕查看稻田收割进度。从10公顷到110公顷，赵广文从农民变成了农场主。“手指在屏幕上一点，就能看到收割机走到哪儿了。”他说，这里逾800公顷良田，由10多位种田大户和家庭农场引领耕种，“把锄头换成遥控器，丰收不再忙”。\n\n从田间到云端，AI正让黑土地上的丰收变得更精准、更从容。(完)\n\n【编辑:徐世傲】 \n\n[更多精彩内容请进入财经频道](https:\u002F\u002Fwww.chinanews.com.cn\u002Ffinance\u002F)\n\n![Image 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日","2026-10-13T00:00:00Z",{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":216},"央媒报道吉林黑土地AI赋能秋收，属智慧农业落地案例，但以宣传性叙述为主，信息增量有限，可入精选但非必选。",[218],{"name":213,"url":210},[220,27,28,221,222],"数字乡村","黑土地保护","秋收",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":226},{"candidates":227,"agricultural_evidence":47},[228,232,236,242,247,253,258,262],{"code":46,"score":59,"supported":47,"title":229,"abstract":230,"tags":231},[],[27],[27],{"code":33,"score":59,"supported":47,"title":233,"abstract":234,"tags":235},[],[222],[222],{"code":237,"score":126,"supported":47,"title":238,"abstract":239,"tags":241},"A1",[],[240],"稻田",[],{"code":65,"score":126,"supported":47,"title":243,"abstract":244,"tags":246},[],[245],"家庭农场",[],{"code":248,"score":126,"supported":47,"title":249,"abstract":250,"tags":252},"I3",[],[251],"遥感",[],{"code":254,"score":22,"supported":14,"title":255,"abstract":256,"tags":257},"H1",[],[],[221],{"code":76,"score":22,"supported":14,"title":259,"abstract":260,"tags":261},[],[],[28],{"code":263,"score":22,"supported":14,"title":264,"abstract":265,"tags":266},"I6",[],[],[220],[268,269],"吉林 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