首页|Data Quality Control Method of a New Drifting Observation Technology Named Drifting Air-Sea Interface Buoy

Data Quality Control Method of a New Drifting Observation Technology Named Drifting Air-Sea Interface Buoy

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An integral quality control(QC)procedure that integrates various QC methods and considers the design indexes and operational status of the instruments for the observations of drifting air-sea interface buoy was developed in the order of basic in-spection followed by targeted QC.The innovative method of combining a moving Hampel filter and local anomaly detection com-plies with statistical laws and physical processes,which guarantees the QC performance of meteorological variables.Two sets of observation data were used to verify the applicability and effectiveness of the QC procedure,and the effect was evaluated using the observations of the Kuroshio Extension Observatory buoy as the reference.The results showed that the outliers in the time series can be correctly identified and processed,and the quality of data improved significantly.The linear correlation between the quality-con-trolled observations and the reference increased,and the difference decreased.The correlation coefficient of wind speed before and after QC increased from 0.77 to 0.82,and the maximum absolute error decreased by approximately 2.8 m s-1.In addition,air pressure and relative humidity were optimized by 10-3-10-2 orders of magnitude.For the sea surface temperature,the weight of coefficients of the continuity test algorithm was optimized based on the sea area of data acquisition,which effectively expanded the applicability of the algorithm.

drifting air-sea interface buoyquality controloceanic variablesmeteorological variablescontinuity test

LI Shuo、WANG Bin、DENG Zeng'an、WU Baoqin、ZHU Xiande、CHEN Zhaohui

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National Ocean Technology Center,Tianjin 300112,China

School of Marine Science and Technology,Tianjin University,Tianjin 300072,China

Key Laboratory of Ocean Observation Technology,Ministry of Natural Resources,Tianjin 300112,China

People's Liberation Army 92859,Tianjin 300061,China

Physical Oceanography Laboratory,Ocean University of China,Qingdao 266100,China

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Natural Resources Development Special Fund Project of Jiangsu ProvinceTaishan Scholar FundsFundamental Research Funds for the Central UniversitiesGuangxi Key Laboratory of Marine Disaster in the Beibu Gulf,Beibu Gulf UniversityNational Natural science Foundation of China

JSZRHYKJ202009tsqn 2018120222020720012021KF0342176020

2024

10.1007/s11802-024-5426-2

中国海洋大学学报(自然科学英文版)
中国海洋大学

中国海洋大学学报(自然科学英文版)

CSTPCD
影响因子：0.268
ISSN：1672-5182
年,卷(期)：2024.23(1)
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