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【他山之石】兴农有“数”——重庆智慧农业一线见闻

  • 2026-07-06 16:09:13
【他山之石】兴农有“数”——重庆智慧农业一线见闻
螺丝椒挂满枝头，番茄红得透亮……初夏，走进重庆市开州区鲁渝（寿光）蔬菜现代产业园，智慧大棚内瓜菜飘香。　　“现在靠手机一键管棚，种植户当上了‘甩手掌柜’，省时又省力。”鲁渝蔬菜智慧大棚技术负责人董建林掏出手机轻点几下，遮阳网缓缓展开、滴灌系统应声启动，光照、温湿度、二氧化碳浓度等关键数据一屏掌控。　　“过去，干旱来了急，霜冻来了愁，暴雨来了直跺脚。现在好了，再不用看天气的脸色了。”管着20个大棚、60多亩菜地的种植户刘伟说，去年遇到极端天气，他的智慧大棚未受波及，产量和效益比露天地高出三四倍。　　数据向内管生产，向外通销路。大棚里刚包装好的螺丝椒，二维码格外醒目。“从育苗到采收，全过程有记录、可溯源。消费者扫一扫，生长数据一目了然，靠着这份绿色安全，今年已有50吨蔬菜直供粤港澳大湾区。”董建林说。　　在重庆市璧山区果琳生态番茄小镇，一台AI机器狗正沿垄沟巡行，识别疫病、测量果径，联动系统驱动水肥温湿调控。不远处，AI智慧农业运营平台大屏幕上，每一棚的农资、农事、产量、用工实时呈现。　　番茄小镇引进了70多个番茄品种，不同品种的果形、甜度、上市时间各不相同，管理方案也各有差异。“选什么种、怎么种，最后卖给谁，每一步都有数据支撑。”基地负责人秦洪伟说，靠着AI辅助决策，基地优质果率提升至90%以上，单位面积产值提升了20%，综合成本降低了10%。　　数据跑起来，农户也努力“奔跑”。番茄小镇培养新型职业农民200余人，从品牌落地、种植规划到技术执行和渠道销售，实现模块化种植。“从会种地到‘慧’种地，我们培养的新农人，不仅懂农时，更会用AI看数据、管生产、找市场。”秦洪伟说。　　近年来，重庆加快提升农业科技创新效能，AI技术下沉田间地头，成了农户的“新农具”。　　眼下，巴南区石龙镇的水稻正值病虫害防治关键期。巴南区农业农村委员会信息中心主任杨刚说，重庆属于丘陵地带，巴掌地多，农户分散。过去庄稼生了病，要么跑镇上找农资店，说不清症状，买不对药；要么干脆不管，等病害蔓延开来，收成打了折扣。　　如今，通过乡村振兴（重庆）数字产业研究院打造的“AI庄稼医院”，农户拍照上传发病点，1分钟内初诊，农技专家5分钟内人工复核，一张包含用药方案、就近合规农资店和售后机构的“电子处方”直接推到农户手机上。　　乡村振兴（重庆）数字产业研究院技术经理左杭介绍，团队通过数据增强、迁移学习及多维度标签体系，让AI参考当地当季气候数据进行诊断。未来，可实现区域化诊断和病虫害趋势预警，从治病走向防病。截至2026年5月，“AI庄稼医院”已覆盖巴南区26个行政村、3500余户，累计问诊近3000次，识别120余种病虫害，准确率超90%。研究院同步打造智慧育苗平台，对育苗全过程智能化管控，育苗效率提升35%，死苗率下降3%，综合成本降低28%。　　“帮农户减损增收，算法才真正‘落进’了泥土里。”左杭说。
来源：新华每日电讯
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  1. CONNECT:[ UseTime:0.000639s ] mysql:host=127.0.0.1;port=3306;dbname=h_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001015s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000415s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000410s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000815s ]
  6. SELECT * FROM `set` [ RunTime:0.000367s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000899s ]
  8. SELECT * FROM `article` WHERE `id` = 545441 LIMIT 1 [ RunTime:0.014742s ]
  9. UPDATE `article` SET `lasttime` = 1783326024 WHERE `id` = 545441 [ RunTime:0.019554s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000449s ]
  11. SELECT * FROM `article` WHERE `id` < 545441 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.008613s ]
  12. SELECT * FROM `article` WHERE `id` > 545441 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.016126s ]
  13. SELECT * FROM `article` WHERE `id` < 545441 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.021803s ]
  14. SELECT * FROM `article` WHERE `id` < 545441 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.009866s ]
  15. SELECT * FROM `article` WHERE `id` < 545441 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.025101s ]
0.194100s