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农业 AI 大模型在韭菜黄化种植中的环境精准调控技术应用

韭黄是韭菜通过遮光软化栽培形成的特色蔬菜,口感鲜嫩、营养丰富,市场需求旺盛,传统韭黄种植依赖人工覆盖遮光,环境管控粗放,黄化效果不均、产量不稳定、病虫害多发、人工成本高等痛点突出,农业AI大模型在韭菜黄化种植中的环境精准调控技术,实现了韭黄种植从培土、遮光软化到采收的全流程智能化管控,推动韭黄产业向标准化、工厂化、高效化方向发展。
农业 AI 大模型在韭菜黄化种植中的环境精准调控技术应用
来源:江苏叁拾叁

发布时间:2026-04-10

119阅读


韭黄是韭菜通过遮光软化栽培形成的特色蔬菜,口感鲜嫩、营养丰富,市场需求旺盛,传统韭黄种植依赖人工覆盖遮光,环境管控粗放,黄化效果不均、产量不稳定、病虫害多发、人工成本高等痛点突出,农业AI大模型在韭菜黄化种植中的环境精准调控技术,实现了韭黄种植从培土、遮光软化到采收的全流程智能化管控,推动韭黄产业向标准化、工厂化、高效化方向发展。

农业AI大模型为韭黄种植构建了黄化环境智能闭环管控体系,整合韭黄不同黄化阶段的环境需求、遮光设施内的温度、湿度、光照、二氧化碳浓度等实时监测数据,结合韭菜品种特性、植株长势,构建了韭黄黄化专属调控模型。韭黄的核心生产环节是通过完全遮光实现韭菜软化黄化,对光照、温度、湿度的管控精度要求极高,模型可实现遮光环境的全时段精准管控,确保遮光设施内完全无光照,避免见光导致的韭菜变绿、纤维化,保障韭黄的黄化效果与鲜嫩品质。针对韭黄黄化不同阶段的温度需求,模型联动智能温控、通风设备,精准控制遮光棚内的温度在15-25℃,避免温度过高导致的韭黄徒长、腐烂,或温度过低导致的生长停滞,保障韭黄均匀稳定生长。江苏叁拾叁在四川、江苏、甘肃等韭黄主产区的实践中,打造的韭黄AI管控系统,使韭黄黄化均匀度从传统的60%提升至98%以上。

农业AI大模型12

韭黄种植水肥与生长智能管控是系统的核心应用,模型结合韭菜营养生长阶段与黄化阶段的生长规律,构建了全周期水肥管理模型。在韭菜露地营养生长阶段,模型优化水肥管理方案,精准调控氮磷钾配比,促进韭菜植株健壮生长,积累充足的养分,为后续黄化栽培奠定基础,避免植株徒长或长势衰弱影响韭黄产量与品质。在黄化栽培前,模型精准推荐最佳的割茬高度、培土/遮光方案,保障韭黄生长的空间与环境。在黄化栽培阶段,模型根据韭黄的生长周期、土壤墒情,精准优化灌溉方案,严格控制浇水量与浇水时间,避免遮光环境内湿度过高导致的韭黄腐烂、病害发生,同时保障韭黄生长的水分需求,促进韭黄快速伸长生长,提升产量与鲜嫩度。针对传统培土种植韭黄的模式,模型优化培土时间、培土高度方案,保障韭黄软化效果,减少人工操作成本;针对工厂化遮光栽培模式,模型优化立体种植架、遮光设施的布局,提升土地利用率,实现韭黄的批次化、全年化生产。

韭黄病虫害绿色防控与采收管控是系统的核心优势,针对韭黄种植中高发的灰霉病、疫病、根蛆、蓟马等病虫害,模型构建了全周期绿色防控体系。韭黄黄化环境高湿、弱光,极易发生灰霉病、疫病等真菌病害,模型通过优化遮光棚内的通风、湿度管控,从源头减少病害发生;针对根蛆等地下害虫,模型在韭菜营养生长阶段推荐精准的绿色防控方案,严格控制高毒农药使用,保障韭黄的食品安全。系统通过图像识别技术,可早期识别韭黄病虫害的发生情况,推送针对性的防治措施,避免病害大面积扩散。在采收环节,模型通过监测韭黄的株高、生长周期、鲜嫩度,精准预测最佳采收时间,指导农户适时采收,保障韭黄的最佳口感与商品性,采收后优化预冷、保鲜方案,延长韭黄的货架期。

该系统在四川成都、江苏徐州、甘肃兰州等韭黄主产区推广应用后,韭黄生长周期从传统的20-25天缩短至15-18天,平均亩产提升30%以上,商品率从70%提升至95%,人工管理成本降低60%,实现了韭黄种植的标准化、高效化生产。


上一篇:农业 AI 大模型在葛根种植中的山地适配与品质提升智能方案 下一篇:农业 AI 大模型在哈密瓜种植中的沙漠绿洲适配与智能管控实践
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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: ${item.ID} [in template "mobile/hydt.shtml" at line 201, column 188] - Reached through: @wtl_col columnId="220" [in template "mobile/hydt.shtml" at line 199, column 105] - Reached through: @wtl_list columnId="15" fields="TITLE... [in template "mobile/hydt.shtml" at line 195, column 73] ---- Java stack trace (for programmers): ---- freemarker.core.InvalidReferenceException: [... Exception message was already printed; see it above ...] at freemarker.core.InvalidReferenceException.getInstance(InvalidReferenceException.java:134) at freemarker.core.EvalUtil.coerceModelToTextualCommon(EvalUtil.java:467) at freemarker.core.EvalUtil.coerceModelToStringOrMarkup(EvalUtil.java:389) at freemarker.core.EvalUtil.coerceModelToStringOrMarkup(EvalUtil.java:358) at freemarker.core.DollarVariable.calculateInterpolatedStringOrMarkup(DollarVariable.java:100) at freemarker.core.DollarVariable.accept(DollarVariable.java:63) at freemarker.core.Environment.visit(Environment.java:330) at freemarker.core.Environment.visit(Environment.java:372) at freemarker.core.Environment$NestedElementTemplateDirectiveBody.render(Environment.java:2900) at com.whir.tags.directive.tags.ColumnTag.execute(ColumnTag.java:486) at freemarker.core.Environment.visit(Environment.java:445) at freemarker.core.UnifiedCall.accept(UnifiedCall.java:101) at freemarker.core.Environment.visit(Environment.java:330) at 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org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.authentication.AbstractAuthenticationProcessingFilter.doFilter(AbstractAuthenticationProcessingFilter.java:200) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at org.springframework.security.web.authentication.AbstractAuthenticationProcessingFilter.doFilter(AbstractAuthenticationProcessingFilter.java:200) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at com.whir.web.filter.JwtAuthenticationTokenFilter.doFilterInternal(JwtAuthenticationTokenFilter.java:286) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107) at org.springframework.security.web.FilterChainProxy$VirtualFilterChain.doFilter(FilterChainProxy.java:334) at 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