One of the most important problem in the climate research is the quality of data. Long series of reliable
climatological data are required in climatological studies on the natural climate variability and the
effect of anthropogenic influences on recent climate. However, high quality climatological data seldom
exist because in reality many types of disturbances can cause apparent changes which complicate and
sometimes even hide the true climatic signal in the time series. Therefore, it is recommended that besides
routine quality control, the homogeneity testing of data be evaluated before performing climatic studies
(Toumenvirta and Alexandersson, 1997). Several techniques have been developed for detecting inhomogeneities
in time series of weather elements. Formerly, non-parametric models have been developed (Sneyers, 1990, 1999)
and used for testing the homogeneity of a time series of observation and detecting the climate change signal.
During the last decade techniques for data homogenization are continuously developed (Alexandersson, 1986,
1995; Alexandersson and Moberg, 1997; Szentimrey, 1995, 1997, 1999; Easterling and Peterson, 1995). Some
tests depend on metadata while the others are purely statistical and may be used for homogeneity testing
the series where station history are poorly documented or metadata are totally missing. It is therefore
increasingly need for an intercomparison study of different methods to enable climatologists to compare
the results emerging from different methods and, finally, choose the most appropriate one.
The international seminar on the homogenization of surface climatological data organized by the Hungarian
Meteorological Service and supported by the WMO and the NCTD every two years, since 1996, in Budapest was
a good framework for exchange of knowledge and practice of various homogenization methods.
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Alexandersson, H., 1995.'Homogeneity testing, multiple breaks and trends', Proceedings of the 6th
International Meeting on Statistical Climatology, Galway, pp. 439-441
Alexandersson, H.and Moberg, A., 1997. 'Homogenization of Swedish temperature data. Part I: A homogeneity
test for linear trends', Int. J. Climatol., 17, 25-34
Alexandersson,H., 1986.'A homogeneity test applied to precipitation data, J. Climatol., 6, 661-675
Boroneant, C and Tomozeiu, R, 1999. Experience with homogeneity testing of temperature data at Bucuresti
Filaret statio, Proceedings of the Second Seminar for Homogenization of Surface Climatological Data,
Budapest, Hungary, 9-13 November 1998, WMO-TD No. 962, 113-123.
Easterling, D.R. and Peterson, T.C., 1995. 'A new method for detecting undocumented discontinuities in
climatological time series', Int. J. Climatol., 15, 369-377
Moberg, A and Alexandersson, H., 1997.'Homogenization of Swedish temperature data. Part.II: Homogenized
gridded air temperature compared with a subset of global gridded air temperature since 1961.'Int. J.
Climatol, 17, 35-54
Moberg, A. and Bergstrom, H., 1997.'Homogenization of Swedish temperature data. Part III: The long
temperature records from Uppsala and Stockholm, Int. J. Climatol.,in press
Peterson,T. C. and Easterling ,D. R., 1994.'Creation of homogeneous composite climatological reference
series', Int. J. Climatol., 14, 671-679
Sneyers, R., 1990. 'On the statistical analysis of series of observations.' WMO, Technical Note No. 143,
Geneva, Switzerland, 192 pp.
Sneyers, R., 1999: Homogenizing time series of climatological observations, Proceedings of the Second
Seminar for Homogenization of Surface Climatological Data, Budapest, Hungary, 9-13 November 1998,
WMO-TD No. 962, 5-14.
Szentimrey,T., 1995 .'General problems of the estimation of inhomogeneities, optimal weighting of the
reference stations' in: Proceedings of the 6th International Meeting on Statistical Climatology, Galway,
19-23 June 1995, 629-631
Szentimrey,T., 1997: Statistical procedure for joint homogenization of climatic time series,
Proceedings of the First Seminar for Homogenization of Surface Climatological Data, Budapest, Hungary,
6-12 October 1996, 47-62.
Szentimrey,T., 19998: Multiple Analysis of Series for Homogenization (MASH), Proceedings of the Second
Seminar for Homogenization of Surface Climatological Data, Budapest, Hungary, 9-13 November 1998, WMO-TD
No. 962, 27-46.
Toumenvirta, H., Alexandersson, H., 1997: Review on the methodology of the Standard Normal Homogeneity
Test (SNHT), Proceedings of the First Seminar for Homogenization of Surface Climatological Data, Budapest,
Hungary, 6-12 October 1996, 35-45.
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