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《Remote Sensing Technology and Application》 2013-02
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Study on Quality Control Approach for Heihe Wireless Sensor Network Observation Data

Liu Feng1,2,Guo Jianwen1(1.Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences,Lanzhou 730000,China; 2.University of Chinese Academy of Sciences,Beijing 100049,China)  
Eco-hydrological Wireless Sensor Network in the Heihe River Basin can be considered as a successful application of wireless sensor network technology in the field of near-surface observation.This paper introduces a quality control approach for a wide variety and long-time massive data,especially for Heihe WSN observation data.Owing to the potential sources of systematic errors of wireless sensor network,there are some quality problems of the WSN data.Therefore,an adequate data quality control technique is of great importance.Firstly,the spatial and physical characteristics of WSN data were analyzed,and the definitions and implementation algorithms of WSN data quality elements were put forward as well.The algorithms involved timeliness and consistency assessment,data fragmentation processing,outlier detection,data redundancy processing,etc.Furthermore,there were two quality assessment cases were provided,and each one consisted of appropriate amounts of quality elements algorithms.The cases demonstrated that the proposed approach has the advantage of high efficiency and reasonable result,and played a vital role in the assignment of quality control for Heihe WSN observation Data.
【Fund】: 国家自然科学基金重点项目(91025001);; “基于下一代互联网的科研信息基础设施建设和应用示范工程”课题“黑河流域生态水文遥感—地面观测试验与综合模拟应用示范”(Y002025412)资助
【CateGory Index】: P335
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