Articles | Volume 3, issue 2
Geosci. Instrum. Method. Data Syst., 3, 187–200, 2014
https://doi.org/10.5194/gi-3-187-2014
Geosci. Instrum. Method. Data Syst., 3, 187–200, 2014
https://doi.org/10.5194/gi-3-187-2014
Research article
 | Highlight paper
25 Sep 2014
Research article  | Highlight paper | 25 Sep 2014

A framework for benchmarking of homogenisation algorithm performance on the global scale

K. Willett et al.

Related authors

Development of the HadISDH.marine humidity climate monitoring dataset
Kate M. Willett, Robert J. H. Dunn, John J. Kennedy, and David I. Berry
Earth Syst. Sci. Data, 12, 2853–2880, https://doi.org/10.5194/essd-12-2853-2020,https://doi.org/10.5194/essd-12-2853-2020, 2020
Short summary
Changes in statistical distributions of sub-daily surface temperatures and wind speed
Robert J. H. Dunn, Kate M. Willett, and David E. Parker
Earth Syst. Dynam., 10, 765–788, https://doi.org/10.5194/esd-10-765-2019,https://doi.org/10.5194/esd-10-765-2019, 2019
Short summary
Comparison of land surface humidity between observations and CMIP5 models
Robert J. H. Dunn, Kate M. Willett, Andrew Ciavarella, and Peter A. Stott
Earth Syst. Dynam., 8, 719–747, https://doi.org/10.5194/esd-8-719-2017,https://doi.org/10.5194/esd-8-719-2017, 2017
Short summary
Expanding HadISD: quality-controlled, sub-daily station data from 1931
Robert J. H. Dunn, Kate M. Willett, David E. Parker, and Lorna Mitchell
Geosci. Instrum. Method. Data Syst., 5, 473–491, https://doi.org/10.5194/gi-5-473-2016,https://doi.org/10.5194/gi-5-473-2016, 2016
Short summary
Expanding HadISD: quality-controlled, sub-daily station data from 1931
R. J. H. Dunn, K. M. Willett, D. E. Parker, and L. Mitchell
Clim. Past Discuss., https://doi.org/10.5194/cpd-11-4569-2015,https://doi.org/10.5194/cpd-11-4569-2015, 2015
Manuscript not accepted for further review
Short summary

Related subject area

Data quality
Swarm Langmuir probes' data quality validation and future improvements
Filomena Catapano, Stephan Buchert, Enkelejda Qamili, Thomas Nilsson, Jerome Bouffard, Christian Siemes, Igino Coco, Raffaella D'Amicis, Lars Tøffner-Clausen, Lorenzo Trenchi, Poul Erik Holmdahl Olsen, and Anja Stromme
Geosci. Instrum. Method. Data Syst., 11, 149–162, https://doi.org/10.5194/gi-11-149-2022,https://doi.org/10.5194/gi-11-149-2022, 2022
Short summary
Evaluating methods for reconstructing large gaps in historic snow depth time series
Johannes Aschauer and Christoph Marty
Geosci. Instrum. Method. Data Syst., 10, 297–312, https://doi.org/10.5194/gi-10-297-2021,https://doi.org/10.5194/gi-10-297-2021, 2021
Short summary
Production of definitive data from Indonesian geomagnetic observatories
Relly Margiono, Christopher W. Turbitt, Ciarán D. Beggan, and Kathryn A. Whaler
Geosci. Instrum. Method. Data Syst., 10, 169–182, https://doi.org/10.5194/gi-10-169-2021,https://doi.org/10.5194/gi-10-169-2021, 2021
Short summary
Auroral classification ergonomics and the implications for machine learning
Derek McKay and Andreas Kvammen
Geosci. Instrum. Method. Data Syst., 9, 267–273, https://doi.org/10.5194/gi-9-267-2020,https://doi.org/10.5194/gi-9-267-2020, 2020
Short summary
Artifacts from manganese reduction in rock samples prepared by focused ion beam (FIB) slicing for X-ray microspectroscopy
Dorothea S. Macholdt, Jan-David Förster, Maren Müller, Bettina Weber, Michael Kappl, A. L. David Kilcoyne, Markus Weigand, Jan Leitner, Klaus Peter Jochum, Christopher Pöhlker, and Meinrat O. Andreae
Geosci. Instrum. Method. Data Syst., 8, 97–111, https://doi.org/10.5194/gi-8-97-2019,https://doi.org/10.5194/gi-8-97-2019, 2019
Short summary

Cited articles

Aguilar, E., Auer, I., Brunet, M., Peterson, T. C., and Wieringa, J.: Guidelines on climate metadata and homogenization, WCDMP 53, WMO-TD 1186, World Meteorol. Organ., Geneva, Switzerland, 55 pp., 2003.
Auchmann, R. and Brönnimann, S.: A physics-based correction model for homogenizing sub-daily temperature series, J. Geophys. Res., 117, D17119, https://doi.org/10.1029/2012JD018067, 2012.
Begert, M., Zenklusen, E., Häberli, C., Appenzeller, C., and Klok, I.: An automated procedure to detect changepoints; performance assessment and application to a large European climate data set, Meteorol. Z., 17, 663–672, 2008.
Böhm, R., Auer, I., Brunetti, M., Maugeri, M., Nanni, T., and Schöner, W.: Regional temperature variability in the European Alps 1760–1998 from homogenized instrumental time series, Int. J. Climatol., 21, 1779–1801, 2001.
Brockwell, P. J. and Davis, R. A.: Time Series: Theory and Methods, 2nd Edn., Springer, New York, NY, 2006.
Download