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农业 AI 大模型在草莓高架种植中的全周期智能管理系统应用

草莓高架种植是设施草莓种植的主流模式,具有采摘方便、病虫害少、土地利用率高、果实品质好等优势,但对环境管控、水肥管理的精度要求极高,传统高架种植面临环境调控不精准、水肥匹配度低、果实品质不均、管理成本高等痛点,农业AI大模型在草莓高架种植中的全周期智能管理系统,实现了高架草莓从育苗、定植、开花坐果到采收的全流程闭环智能管控,推动设施草莓种植向高品质、高效化、智能化方向发展。
农业 AI 大模型在草莓高架种植中的全周期智能管理系统应用
来源:江苏叁拾叁

发布时间:2026-04-03

54阅读


草莓高架种植是设施草莓种植的主流模式,具有采摘方便、病虫害少、土地利用率高、果实品质好等优势,但对环境管控、水肥管理的精度要求极高,传统高架种植面临环境调控不精准、水肥匹配度低、果实品质不均、管理成本高等痛点,农业AI大模型在草莓高架种植中的全周期智能管理系统,实现了高架草莓从育苗、定植、开花坐果到采收的全流程闭环智能管控,推动设施草莓种植向高品质、高效化、智能化方向发展。

农业AI大模型为高架草莓构建了多因子协同的环境智能管控体系,整合高架种植槽内的基质温湿度、EC值、pH值,以及设施内的空气温度、湿度、光照、二氧化碳浓度等实时监测数据,结合红颜、章姬、甜查理、粉玉等不同草莓品种、不同生长阶段的环境需求,构建专属的环境调控模型。草莓高架种植对环境变化极为敏感,模型通过深度分析各环境因子对草莓生长、开花、坐果、果实品质的影响,联动智能温控、通风、遮阳、补光、二氧化碳发生器等设备,实现设施内环境的闭环动态调控。在草莓定植缓苗期,模型精准控制温湿度,促进草莓缓苗生根,提升成活率;在花芽分化期,优化低温短日照管控方案,促进花芽分化,提升开花数量与质量;在开花坐果期,精准控制昼夜温差、光照时长与二氧化碳浓度,提升草莓坐果率,减少畸形果;在果实膨大与采收期,优化光照、温度与水肥管控,促进果实糖分积累,提升草莓甜度、硬度与商品性。江苏叁拾叁打造的高架草莓AI管控系统,在江苏、浙江、山东等多个草莓种植基地应用,实现了设施环境的全自动精准调控,环境参数波动幅度控制在5%以内。

农业AI大模型1

高架草莓水肥精准管控是系统的核心功能,模型针对高架基质栽培的特点,构建了基质栽培专属水肥管理模型。草莓高架种植多采用基质栽培,水肥供应完全依赖人工管控,模型结合草莓不同生长阶段的需水需肥规律,实时监测基质的EC值、pH值、含水量,精准计算水肥配比、灌溉量、灌溉频率与灌溉时间,生成个性化的水肥管理方案。系统与智能水肥一体机联动,实现水肥的精准、均匀供应,针对草莓不同生育期优化氮磷钾与钙、镁、硼等中微量元素的配比,在开花坐果期重点补充钙、硼元素,减少畸形果与裂果;在果实膨大期优化钾元素供应,提升果实甜度与品质。模型还可根据基质EC值、pH值的变化,自动调整水肥配方,避免基质盐渍化、酸化问题,保障草莓根系健康生长。

草莓病虫害智能防控与生产管理方面,系统通过设施内高清摄像头与AI图像识别技术,实时监测草莓白粉病、灰霉病、蚜虫、红蜘蛛等常见病虫害,实现早期识别与精准防控。结合设施内温湿度监测数据,模型可提前预警高湿病害的发生风险,通过智能通风、除湿设备优化设施环境,从源头减少病害发生;针对已发生的病虫害,优先推荐生物防治、物理防治等绿色防控措施,严格控制农药使用,保障草莓食品安全。同时系统构建了草莓全生长周期数字化档案,记录环境数据、水肥施用、病虫害防控、采收等全流程信息,实现草莓产品全程可追溯;通过产量预测模型,结合草莓开花坐果情况,精准预测采收期与产量,指导农户提前对接销售渠道,提升种植效益。

该系统在全国多个高架草莓种植基地应用后,草莓畸形果率降低60%以上,平均亩产提升25%以上,果实糖度平均提升2-3度,水肥利用率提升50%以上,人工管理成本降低40%,实现了高架草莓的高品质、反季节、高效益种植。


上一篇:农业 AI 大模型在棉花种植中的全程机械化智能协同管控实践 下一篇:农业 AI 大模型在大豆玉米带状复合种植中的智能管控技术
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when-present<#else>when-missing. (These only cover the last step of the expression; to cover the whole expression, use parenthesis: (myOptionalVar.foo)!myDefault, (myOptionalVar.foo)?? ---- ---- FTL stack trace ("~" means nesting-related): - Failed at: ${item.ID} [in template "mobile/hydt.shtml" at line 201, column 188] - Reached through: @wtl_col columnId="220" [in template "mobile/hydt.shtml" at line 199, column 105] - Reached through: @wtl_list columnId="15" fields="TITLE... [in template "mobile/hydt.shtml" at line 195, column 73] ---- Java stack trace (for programmers): ---- freemarker.core.InvalidReferenceException: [... 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