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Intelligent warning method for lightning disasters based on meteorological radar data |
Zhu Liyuan, Wu Ruilin, Wu Jianling |
Liwan District Meteorological Bureau of Guangzhou City,Guangzhou 510150 |
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Abstract In order to reduce the error of meteorological radar in lightning disaster warning,this article proposes an intelligent lightning disaster warning method based on meteorological radar data.The speed shear between adjacent warehouses along the radial direction of meteorological radar data is processed by velocity deblurring,and the speed shear between adjacent warehouses is segmented clockwise.The echo top height,vertically accumulated liquid water content,and isothermal surface reflectivity are set as input variables,and the warning lightning disaster intensity is analyzed using multiple linear regression equations.In the test results,the predicted results showed a high degree of fit with the actual lightning state.The research results provide support for improving the level of lightling disaster warning.
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Received: 07 November 2024
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[1] |
庞焕华.基于层次分析法的南宁市雷电灾害风险评估与区划[J].现代农业科技,2024(13):123-127.
|
[2] |
孙世军,庄杰.基于LSTM-RNN的电网雷电智能预警模型设计[J].电子设计工程,2023,31(13):118-122.
|
[3] |
黄毅,候玉芳,赵泽栖.聚类算法在四个超级单体强对流过程雷电预警中的应用[J].现代信息科技,2024,8(6):145-148.
|
[4] |
王晶,孙成德,吴迪,等.基于三级四色雷电预警分级与大型油气储运基地雷电预警分级标准的对比分析[J].中国石油和化工标准与质量,2024,44(2):4-6.
|
[5] |
徐碧裕,徐加民,叶朗明,等.Python在江门雷电监测预警可视化平台开发中的应用[J].陕西气象,2024(1):77-82.
|
[6] |
刘运海,罗少辉,王英建,等.基于气象数据深度挖掘的雷电灾害自动化监测系统设计[J].电子设计工程,2024,32(12):162-165.
|
[7] |
刘凤姣,王道平,刘艳清,等.基于时空相似与熵权修订相结合的雷电定量预警模型研究[J].灾害学,2022,37(4):18-22,29.
|
[8] |
柴瑞,杨静,史有瑜,等.基于数据融合的输电线路雷电灾害自动预警系统[J].自动化技术与应用,2022,41(8):133-136.
|
|
|
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