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农业 AI 大模型在番茄设施种植中的花期与坐果智能管控应用

番茄是全球种植范围最广的设施蔬菜之一,花期管理与坐果管控直接决定了番茄的产量、品质与商品性,传统设施番茄种植面临花期环境管控不精准、授粉效果差、坐果率低、畸形果多、人工成本高等痛点,农业AI大模型在番茄设施种植中的花期与坐果智能管控,实现了番茄从花芽分化、开花授粉到坐果膨大的全流程智能化管控,大幅提升了番茄的坐果率、商品率与种植效益。
农业 AI 大模型在番茄设施种植中的花期与坐果智能管控应用
来源:江苏叁拾叁

发布时间:2026-04-03

49阅读


番茄是全球种植范围最广的设施蔬菜之一,花期管理与坐果管控直接决定了番茄的产量、品质与商品性,传统设施番茄种植面临花期环境管控不精准、授粉效果差、坐果率低、畸形果多、人工成本高等痛点,农业AI大模型在番茄设施种植中的花期与坐果智能管控,实现了番茄从花芽分化、开花授粉到坐果膨大的全流程智能化管控,大幅提升了番茄的坐果率、商品率与种植效益。

农业AI大模型为设施番茄构建了花芽分化期智能管控体系,整合设施内的温度、湿度、光照、二氧化碳浓度等环境数据,结合番茄品种特性、苗龄、长势等信息,构建番茄花芽分化专属调控模型。番茄花芽分化的数量与质量,直接决定了后续的开花数量与坐果能力,模型通过深度分析环境因子、水肥供应对番茄花芽分化的影响,在番茄幼苗期至开花前的花芽分化关键期,精准优化设施内的昼夜温差、光照时长与强度、水肥供应方案,促进番茄花芽分化,增加有效花穗数量,减少花芽退化、畸形花的发生。针对无限生长型番茄与有限生长型番茄,模型定制差异化的管控方案,在花芽分化期优化氮磷钾配比,适当增加磷钾肥供应,控制氮肥施用,避免植株徒长影响花芽分化,为后续开花坐果奠定基础。江苏叁拾叁打造的设施番茄AI管控系统,在山东、河北等番茄主产区应用,通过花芽分化期的精准管控,番茄有效花穗数量提升15%以上,畸形花发生率降低60%以上。

农业AI大模型5

番茄花期环境与授粉智能管控是系统的核心应用,模型结合番茄开花期的生长特性,构建了花期多因子协同调控模型。番茄开花期对环境变化极为敏感,温度过高或过低、湿度过大或过小,都会影响花粉活力与授粉效果,导致落花落果、坐果率低。模型实时监测设施内的温度、湿度、光照、二氧化碳浓度,联动智能温控、通风、补光等设备,精准控制花期环境参数,将白天温度稳定在22-28℃,夜间温度15-18℃,空气湿度50%-65%,保障花粉活力与授粉成功率。针对番茄授粉环节,模型精准预测番茄开花期与每日最佳授粉时间,推荐熊蜂授粉、振动授粉等绿色授粉方式,优化熊蜂投放数量、投放时间与蜂箱管理方案,替代传统人工激素点花,减少人工成本,提升授粉均匀度与坐果率,从源头减少畸形果的发生。

番茄坐果期与果实膨大期智能优化是系统的核心优势,模型通过高清摄像头与图像识别技术,实时监测番茄坐果情况,精准识别坐果数量、畸形果、病果,推荐科学的疏花疏果方案,根据番茄品种特性与植株长势,合理控制每穗留果数量,保障养分集中供应,提升果实大小均匀度与商品性。在果实膨大期,模型结合番茄坐果情况与植株长势,动态优化水肥管理方案,精准调控氮磷钾与钙、镁、硼等中微量元素的配比,重点保障钾元素与钙元素供应,促进果实膨大与糖分积累,减少裂果、脐腐病等生理病害的发生。同时模型优化设施内的光照、二氧化碳浓度,提升番茄光合作用效率,促进干物质积累,提升番茄的单果重、糖度与口感品质。

在病虫害防控方面,系统针对番茄花期、坐果期常见的灰霉病、叶霉病、蚜虫、白粉虱等病虫害,结合设施内环境数据提前预警发生风险,通过环境优化减少病害发生,推荐绿色防控方案,严格控制农药使用,保障番茄食品安全。该系统在全国多个设施番茄种植基地应用后,番茄坐果率提升25%以上,畸形果率降低70%以上,平均亩产提升20%以上,果实糖度与商品率显著提升,人工授粉管理成本降低80%,实现了设施番茄的高产、优质、高效种植。


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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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