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基于回归预报模型的交通气象服务系统设计与实现

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为了增强城市重要交通干道上的气象监测预报预警服务能力,进一步提升城区交通气象服务水平,基于逐步回归方法建立交通气象指数预报模型,采用Spring MVC多层架构框架将回归预报模型融入系统设计,实现了城区交通气象服务系统,提供交通气象实况、指数、预警等级等查询展示功能.模型检验及系统应用结果表明,回归预报模型具有较好的适用性和准确率,系统在城区交通气象服务中发挥了一定作用.
Design and Implementation of Traffic Meteorological Service System Based on Regression Prediction Model
In order to enhance the meteorological monitoring,forecasting,and early warning service capability on important urban transportation arteries,and further enhance the level of urban transportation meteorological service,a traffic meteorological index prediction model is established based on the stepwise regression method and the Spring MVC multi-layer architecture framework is used to integrate the regression prediction model into the system design to realize the urban traffic meteorological service system.The system provides the function of query and display of traffic meteorological reality,index,and warning level.The model verification and system application results indicate that the regression prediction model has good applicability and accuracy,and the system has played a certain role in urban traffic meteorological service.

traffic meteorologystepwise regressionforecasting modelSpring MVCservice system

高祝宇、何妤斐、朱旻翔

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浙江省气象信息网络中心,浙江杭州 310051

杭州市临平区气象局,浙江杭州 311199

交通气象 逐步回归 预报模型 Spring MVC 服务系统

浙江省气象科技计划项目

2021YB14

2024

计算机与网络
工业和信息化部电子无线通信专业情报网

计算机与网络

CHSSCD
影响因子:0.149
ISSN:1008-1739
年,卷(期):2024.50(1)
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