A comparison of automated statistical quality control methods for error detection in historical radiosonde temperatures

Author:

Anderson Ashley N.1,Browning Joshua M.2,Comeaux Joey1,Hering Amanda S.2,Nychka Douglas1

Affiliation:

1. Computational Information Systems Laboratory; National Center for Atmospheric Research; Boulder CO USA

2. Department of Applied Mathematics and Statistics; Colorado School of Mines; Golden CO USA

Funder

National Science Foundation

Publisher

Wiley

Subject

Atmospheric Science

Reference40 articles.

1. The skew-normal distribution and related multivariate families (with discussion by Marc G. Genton and a rejoinder by the author);Azzalini;Scand. J. Stat.,2005

2. Moisture variability over Indian monsoon regions observed using high resolution radiosonde measurements;Basha;Atmos. Res.,2013

3. A robust measure of skewness;Brys;J. Comput. Graph. Stat.,2004

4. Collins WG 1997 The use of complex quality control for the detection and correction of rough errors in rawinsonde heights and temperatures: A new algorithm at NCEP/EMC http://www.lib.ncep.noaa.gov/ncepofficenotes/files/01408B2E.pdf

5. The operational complex quality control of radiosonde heights and temperatures at the National Centers for Environmental Prediction. Part I: description of the method;Collins;J. Appl. Meteorol.,2001

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