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CSE-M meteorological observation data quality evaluation model based on structured analysis |
Yang Minghua |
Meteorological Data Center of Inner Mongolia Meteorological Bureau,Hohhot 010000 |
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Abstract In response to the current problem of single and limited methods for evaluating the quality of meteorological observation data,an innovative data quality evaluation model based on the matching relationship between meteorological observation data collection technology and state indices,namely the CSE-M cascade structure evaluation model,is proposed.Using the first level ground meteorological observation data from January to March 2024 in Inner Mongolia as the experimental sample,the model was validated through practical examples.The results indicate that the CSE-M cascade structure evaluation model covers all abnormal influencing factors,analyzes data quality from multiple perspectives,accurately evaluates data availability,and clearly divides data quality levels,which helps to screen high-quality data and has great practical application value.
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Received: 21 January 2025
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[1] |
林松,张华琳.气象资料业务系统操作平台省级数据质量控制分析[J].海峡科学,2022(8):94-97,113.
|
[2] |
宋中玲,张勇.双套自动气象站数据质控及参数设置应用探讨[J].自动化仪表,2020,41 (8):106-110.
|
[3] |
黄胃建,杨笔锋,卢会国,等.基于BP神经网络气象数据质量控制方法研究[J].成都信息工程大学学报,2023,38 (4):392-397.
|
[4] |
王婧,李衣长,叶凌锋.基于LightGBM的气象数据质量控制方法研究[J].海峡科学,2022(7):40-45.
|
[5] |
吕纯月,吴薇,黄小梅.四川省地面气象自动站观测数据质量分析与评估[J].高原山地气象研究,2023,43 (3):130-136.
|
[6] |
陶春海,钟桂珍.基于结构匹配性视角的数据质量评估方法[J].统计与决策,2023,39 (21):17-22.
|
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