面向黑河无线传感网络观测数据的质量控制方法研究

doi:10.11873/j.issn.1004-0323.2013.2.252

閬ユ劅鎶�鏈笌搴旂敤鈥衡�� 2013, Vol. 28 鈥衡�� Issue (2): 252-257.DOI: 10.11873/j.issn.1004-0323.2013.2.252

鈥� 鍥惧儚涓庢暟鎹鐞� 鈥� 涓婁竴绡� 涓嬩竴绡�

闈㈠悜榛戞渤鏃犵嚎浼犳劅缃戠粶瑙傛祴鏁版嵁鐨勮川閲忔帶鍒舵柟娉曠爺绌额��

鍒樹赴^1,2,閮缓鏂�¹

(1.涓浗绉戝闄㈠瘨鍖烘棻鍖虹幆澧冧笌宸ョ▼鐮旂┒鎵�,鐢樿們鍏板窞 730000;顎�
2.涓浗绉戝闄㈠ぇ瀛�,鍖椾含 100049)

鏀剁鏃ユ湡:2012-05-11 淇洖鏃ユ湡:2013-03-19 鍑虹増鏃ユ湡:2013-04-20 鍙戝竷鏃ユ湡:2013-06-24
閫氳浣滆��: 閮缓鏂�(1970-),鐢�,鐢樿們閰掓硥浜�,鍗氬＋,鍓爺绌跺憳,涓昏浠庝簨GIS搴旂敤鐮旂┒銆侲mail:guojw@lzb.ac.cn銆�
浣滆�呯畝浠�:鍒樹赴(1983-),鐢�,鐢樿們闄囧崡浜�,纭曞＋鐮旂┒鐢�,涓昏浠庝簨GIS搴旂敤鐮旂┒銆侲mail:liufeng@lzb.ac.cn銆�
鍩洪噾璧勫姪:
鍥藉鑷劧绉戝鍩洪噾閲嶇偣椤圭洰(91025001);“鍩轰簬涓嬩竴浠ｄ簰鑱旂綉鐨勭鐮斾俊鎭熀纭�璁炬柦寤鸿鍜屽簲鐢ㄧず鑼冨伐绋�”璇鹃“榛戞渤娴佸煙鐢熸�佹按鏂囬仴鎰�—鍦伴潰瑙傛祴璇曢獙涓庣患鍚堟ā鎷熷簲鐢ㄧず鑼�”(Y002025412)璧勫姪銆�

Study on Quality Control Approach for Heihe Wireless Sensor Network Observation Data

Liu Feng^1,2,Guo Jianwen¹

(1.Cold and Arid Regions Environmental and Engineering Research Institute,顎�
Chinese Academy of Sciences,Lanzhou 730000,China;顎�
2.University of Chinese Academy of Sciences,Beijing 100049,China)

Received:2012-05-11 Revised:2013-03-19 Online:2013-04-20 Published:2013-06-24

鎽樿/Abstract

鎽樿锛�

“榛戞渤娴佸煙鐢熸�佹按鏂囦紶鎰熷櫒缃戠粶”璇曢獙鏄棤绾夸紶鎰熷櫒缃戠粶鎶�鏈湪杩戝湴琛ㄨ娴嬮鍩熺殑涓�娆℃垚鍔熷簲鐢�,閫氳繃鍒嗘瀽璇ヨ瘯楠屾墍閲囬泦鐨勮娴嬫暟鎹殑鐗圭偣,棣栨缁欏嚭WSN鏁版嵁鐨勮川閲忓厓绱犵殑瑙勮寖鍐呭,骞惰璁″嚭姣忕璐ㄩ噺鍏冪礌鐨勫垽瀹氱畻娉�,鐢ㄤ簬瑙ｅ喅WSN鏁版嵁鐨勮川閲忔帶鍒堕棶棰樸�備箣鍚庢彁渚涗簡涓や釜璇勪环瀹炰緥,鍏剁粨鏋滆〃鏄庡皢杩欎簺璐ㄩ噺鍏冪礌鍒ゅ畾绠楁硶搴旂敤鍒伴粦娌宠娴嬫暟鎹嚜鍔ㄧ患姹囩郴缁熶腑,鑳藉楂樻晥銆佸悎鐞嗗湴瀹屾垚“榛戞渤娴佸煙鐢熸�佹按鏂囦紶鎰熷櫒缃戠粶”閲庡瑙傛祴鏁版嵁鐨勮川閲忔帶鍒跺伐浣溿��

鍏抽敭璇�: 榛戞渤, WSN, 鑷姩瑙傛祴, 璐ㄩ噺璇勪环, 璐ㄩ噺鍏冪礌

Abstract:

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.

Key words: Heihe river, WSN, Automatic observation, Quality assessment, Quality element

涓浘鍒嗙被鍙�:

P 208.2

鍒樹赴,閮缓鏂囶��. 闈㈠悜榛戞渤鏃犵嚎浼犳劅缃戠粶瑙傛祴鏁版嵁鐨勮川閲忔帶鍒舵柟娉曠爺绌额�僛J]. 閬ユ劅鎶�鏈笌搴旂敤, 2013, 28(2): 252-257.

Liu Feng,Guo Jianwen顎�. Study on Quality Control Approach for Heihe Wireless Sensor Network Observation Data[J]. Remote Sensing Technology and Application, 2013, 28(2): 252-257.

鍙傝�冩枃鐚�

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Study on Quality Control Approach for Heihe Wireless Sensor Network Observation Data

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