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农业 AI 大模型在牧草混播种植中的智能配比与高产管理

牧草混播是利用不同牧草品种的生态互补性,构建稳定、高产、优质的人工草地的重要方式,可提升草地的生产力、抗逆性与营养价值,传统牧草混播面临品种配比凭经验、管理粗放、产量低、品质不稳定等痛点,农业AI大模型在牧草混播种植中的智能配比与高产管理,实现了牧草混播品种的科学配比与全周期智能管护,大幅提升了人工草地的产量、品质与生态稳定性,推动我国草牧业高质量发展。
农业 AI 大模型在牧草混播种植中的智能配比与高产管理
来源:江苏叁拾叁

发布时间:2026-04-28

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牧草混播是利用不同牧草品种的生态互补性,构建稳定、高产、优质的人工草地的重要方式,可提升草地的生产力、抗逆性与营养价值,传统牧草混播面临品种配比凭经验、管理粗放、产量低、品质不稳定等痛点,农业AI大模型在牧草混播种植中的智能配比与高产管理,实现了牧草混播品种的科学配比与全周期智能管护,大幅提升了人工草地的产量、品质与生态稳定性,推动我国草牧业高质量发展。

农业AI大模型为牧草混播构建了智能配比与种植规划体系,整合种植区域的气候特征、土壤条件、海拔高度、降水规律、利用目的等多源数据,结合不同牧草品种的生长特性、生育期、株高、根系深度、营养价值、抗逆性、互补性等指标,构建了牧草混播智能配比模型。模型通过深度分析不同牧草品种之间的生态互补性,如豆科牧草与禾本科牧草的固氮互补、深根牧草与浅根牧草的养分互补、不同生育期牧草的时间互补,精准推荐最优的混播品种组合与播种比例。针对青饲、青贮、干草、放牧等不同利用目的,模型定制差异化的混播方案,例如,针对青贮用途,推荐玉米与大豆、甜高粱与秣食豆的一年生混播模式,提升生物产量与蛋白含量;针对多年生人工草地,推荐羊草+紫花苜蓿、无芒雀麦+红豆草的混播模式,提升草地的稳定性与利用年限。江苏叁拾叁在内蒙古、甘肃、河北、青海等牧草主产区的实践中,打造的牧草混播AI系统,使混播草地的产量提升30%以上,粗蛋白含量提升2-3个百分点。

农业AI大模型12

牧草混播草地全周期智能管护是系统的核心应用,模型结合混播牧草的生长周期、不同品种的生长特性,整合土壤墒情、养分监测数据、气象数据,构建了混播草地专属水肥管理与生长调控模型。在苗期,优化水肥供应,促进各类牧草种子的萌发与幼苗生长,确保混播草地的建植成功;在生长期,根据不同牧草的生长速度与养分需求,动态优化水肥管理方案,平衡不同牧草的生长,避免单一牧草过度生长抑制其他牧草,维持混播草地的群落结构稳定。针对混播草地的杂草防控,模型通过图像识别技术精准识别杂草种类与分布,推荐科学的除草方案,优先采用机械除草、生物除草等绿色措施,减少除草剂使用。在利用环节,模型精准预测最佳刈割时间与刈割高度,根据不同牧草的再生特性,优化刈割次数与刈割间隔,保障混播草地的持续高产与利用年限。

混播草地生态稳定性与效益优化是系统的核心优势,模型通过监测混播草地的群落结构、植被覆盖度、土壤肥力变化,动态优化管护方案,维持混播草地的生态稳定性。针对退化的混播草地,模型推荐补播、施肥、灌溉等改良方案,恢复草地的生产力。同时模型结合养殖主体的饲草需求,优化混播草地的种植规模与品种搭配,实现饲草供需精准匹配;通过种养循环模式,将养殖粪污无害化处理后作为混播草地的有机肥,减少化肥使用,提升草地的土壤肥力与生态效益。江苏叁拾叁的牧草混播智能管理系统应用后,混播草地的利用年限从传统的3-5年延长至6-8年,草地的抗逆性与稳定性显著提升,为我国草食畜牧业提供了优质、稳定的饲草保障。


上一篇:农业 AI 大模型在农业病虫害区域统防统治的智能调度系统 下一篇:农业 AI 大模型在甜菜种植中的糖料作物高产高糖智能管控
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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 freemarker.core.Environment.visit(Environment.java:372) at freemarker.core.IteratorBlock$IterationContext.executedNestedContentForCollOrSeqListing(IteratorBlock.java:317) at freemarker.core.IteratorBlock$IterationContext.executeNestedContent(IteratorBlock.java:271) at freemarker.core.IteratorBlock$IterationContext.accept(IteratorBlock.java:242) at freemarker.core.Environment.visitIteratorBlock(Environment.java:642) at freemarker.core.IteratorBlock.acceptWithResult(IteratorBlock.java:107) at freemarker.core.IteratorBlock.accept(IteratorBlock.java:93) at freemarker.core.Environment.visit(Environment.java:330) at freemarker.core.Environment.visit(Environment.java:372) at freemarker.core.Environment$NestedElementTemplateDirectiveBody.render(Environment.java:2900) at com.whir.tags.directive.tags.ListTag.execute(ListTag.java:322) at freemarker.core.Environment.visit(Environment.java:445) at freemarker.core.UnifiedCall.accept(UnifiedCall.java:101) 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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org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:144) at org.springframework.boot.web.servlet.support.ErrorPageFilter.doFilter(ErrorPageFilter.java:117) at org.springframework.boot.web.servlet.support.ErrorPageFilter.access$000(ErrorPageFilter.java:61) at org.springframework.boot.web.servlet.support.ErrorPageFilter$1.doFilterInternal(ErrorPageFilter.java:92) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107) at org.springframework.boot.web.servlet.support.ErrorPageFilter.doFilter(ErrorPageFilter.java:110) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:168) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:144) at org.springframework.web.filter.CharacterEncodingFilter.doFilterInternal(CharacterEncodingFilter.java:200) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107) at 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