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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

农业病虫害区域统防统治是提升病虫害防控效率、减少农药使用、保障粮食安全的重要措施,传统统防统治面临组织协调难、作业调度乱、防控精准度低、效果评估难等痛点,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,实现了病虫害的区域监测、精准预警、智能调度、作业管控与效果评估的全流程智能化,大幅提升了统防统治的效率与效果,推动病虫害防控向专业化、规模化、精准化发展。
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
来源:江苏叁拾叁

发布时间:2026-04-29

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农业病虫害区域统防统治是提升病虫害防控效率、减少农药使用、保障粮食安全的重要措施,传统统防统治面临组织协调难、作业调度乱、防控精准度低、效果评估难等痛点,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,实现了病虫害的区域监测、精准预警、智能调度、作业管控与效果评估的全流程智能化,大幅提升了统防统治的效率与效果,推动病虫害防控向专业化、规模化、精准化发展。

农业AI大模型构建了农业病虫害区域级智能监测预警体系,整合区域内的田间监测设备、无人机巡田、卫星遥感、农户上报等多源数据,结合气象数据、作物种植数据、历史病虫害数据,构建了区域病虫害发生预测模型。模型可实现区域内小麦、水稻、玉米等主要农作物重大病虫害的精准预测,提前7-14天预警病虫害的发生时间、影响范围、发生程度,生成区域病虫害风险热力图,为统防统治决策提供科学依据。与传统人工监测相比,AI监测的覆盖范围提升10倍以上,预警准确率达90%以上,实现了病虫害的早发现、早预警。江苏叁拾叁打造的区域病虫害统防统治系统,已在全国10余个粮食主产区应用,覆盖耕地面积超5000万亩。

农业AI大模型1

统防统治智能调度与作业管控是系统的核心功能,模型根据病虫害预警信息与区域内的植保资源分布,构建了统防统治智能调度模型。模型精准计算需要防控的区域面积、作业量与所需的植保设备、人员数量,智能调度区域内的植保无人机、高地隙植保机等设备与专业防控队伍,优化作业路线与作业顺序,实现防控资源的高效配置与利用。在作业过程中,模型通过农机车载终端与无人机实时监控作业进度、作业质量与施药情况,对漏喷、重喷、施药过量等问题及时预警与纠正,确保防控效果。针对跨区域统防统治作业,模型优化跨区域调度方案,协调不同地区的防控资源,提升重大病虫害的应急防控能力。

统防统治效果评估与长效管理是系统的重要支撑,模型在防控作业完成后,通过无人机航拍、田间抽样检测等方式,精准评估病虫害的防控效果,分析不同防控方案、不同药剂的防控效率,持续优化病虫害防控模型与统防统治方案。同时系统构建了统防统治全流程数字化档案,记录病虫害预警、作业调度、防控过程、效果评估等全环节信息,为农业部门的病虫害防控管理与决策提供数据支撑。系统还为农户提供统防统治服务对接、防控技术指导等服务,提升农户参与统防统治的积极性。江苏叁拾叁的区域统防统治智能调度系统应用后,统防统治作业效率提升50%以上,农药使用量减少25%以上,病虫害防控效果提升30%,有效遏制了重大病虫害的扩散蔓延,保障了粮食生产安全。


上一篇:农业 AI 大模型在设施农业无人化种植的全流程管控技术 下一篇:农业 AI 大模型在牧草混播种植中的智能配比与高产管理
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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.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:144) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:101) 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.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:101) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:168) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:144) at com.alibaba.druid.support.http.WebStatFilter.doFilter(WebStatFilter.java:124) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:168) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:144) 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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