Articles | Volume 14, issue 1
https://doi.org/10.5194/cp-14-1-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/cp-14-1-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
03 Jan 2018
Research article |
| 03 Jan 2018
Effects of undetected data quality issues on climatological analyses
Stefan Hunziker
CORRESPONDING AUTHOR
Institute of Geography, University of Bern, Bern, Switzerland
Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
Stefan Brönnimann
Institute of Geography, University of Bern, Bern, Switzerland
Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
Juan Calle
Laboratorio de Física de la Atmósfera, Instituto de Investigaciones Físicas, Universidad Mayor de San Andrés, La Paz, Bolivia
Isabel Moreno
Laboratorio de Física de la Atmósfera, Instituto de Investigaciones Físicas, Universidad Mayor de San Andrés, La Paz, Bolivia
Marcos Andrade
Laboratorio de Física de la Atmósfera, Instituto de Investigaciones Físicas, Universidad Mayor de San Andrés, La Paz, Bolivia
Laura Ticona
Laboratorio de Física de la Atmósfera, Instituto de Investigaciones Físicas, Universidad Mayor de San Andrés, La Paz, Bolivia
Adrian Huerta
Servicio Nacional de Meteorología e Hidrología del Perú (SENAMHI), Lima, Peru
Waldo Lavado-Casimiro
Servicio Nacional de Meteorología e Hidrología del Perú (SENAMHI), Lima, Peru
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- Reliability of gridded temperature datasets to monitor surface air temperature variability over Bolivia F. Satgé et al. 10.1002/joc.8200
- High-resolution grids of daily air temperature for Peru - the new PISCOt v1.2 dataset A. Huerta et al. 10.1038/s41597-023-02777-w
- Hydroclimate of the Andes Part II: Hydroclimate Variability and Sub-Continental Patterns P. Arias et al. 10.3389/feart.2020.505467
- Regionalization of rainfall in the upper Madeira basin based on interannual and decadal variability: A multi‐seasonal approach J. Molina‐Carpio et al. 10.1002/joc.8211
- The EUSTACE global land station daily air temperature dataset Y. Brugnara et al. 10.1002/gdj3.81
- ENSO and PDO related interannual variability in the north and east‐central part of the Bolivian Altiplano in South America K. Rojas‐Murillo et al. 10.1002/joc.7374
- Evidence of Climate Change Based on Lake Surface Temperature Trends in South Central Chile A. Aranda et al. 10.3390/rs13224535
- Trends and variability of precipitation extremes in the Peruvian Altiplano (1971–2013) A. Huerta & W. Lavado‐Casimiro 10.1002/joc.6635
- Evaluating the effectiveness of CHIRPS data for hydroclimatic studies H. Du et al. 10.1007/s00704-023-04721-9
- Long‐term observed changes of air temperature, relative humidity and vapour pressure deficit in Bolivia, 1950–2019 B. Fernández‐Duque et al. 10.1002/joc.8226
- A new homogenized daily data set for temperature variability assessment in Italy G. Fioravanti et al. 10.1002/joc.6177
- A 300-year tree-ring δ18O-based precipitation reconstruction for the South American Altiplano highlights decadal hydroclimate teleconnections M. Rodriguez-Caton et al. 10.1038/s43247-024-01385-9
- Homogenization of a combined hourly air temperature dataset over Romania A. Dumitrescu et al. 10.1002/joc.6353
- Public Perceptions of Climate Change in the Peruvian Andes A. Brügger et al. 10.3390/su13052677
- Random trend errors in climate station data due to inhomogeneities R. Lindau & V. Venema 10.1002/joc.6340
- Spatiotemporal patterns of ENSO‐precipitation relationships in the tropical Andes of southern Peru and Bolivia J. Jonaitis et al. 10.1002/joc.7058
- Drought increase since the mid-20th century in the northern South American Altiplano revealed by a 389-year precipitation record M. Morales et al. 10.5194/cp-19-457-2023
- Homogeneity assessment of phenological records from the Swiss Phenology Network Y. Brugnara et al. 10.1007/s00484-019-01794-y
- An approach to homogenize daily peak wind gusts: An application to the Australian series C. Azorin‐Molina et al. 10.1002/joc.5949
- Homogenization of monthly series of temperature and precipitation: Benchmarking results of the MULTITEST project J. Guijarro et al. 10.1002/joc.8069
- A combined view on precipitation and temperature climatology and trends in the southern Andes of Peru N. Imfeld et al. 10.1002/joc.6645
2 citations as recorded by crossref.
- Construction of a high-resolution gridded rainfall dataset for Peru from 1981 to the present day C. Aybar et al. 10.1080/02626667.2019.1649411
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Latest update: 20 Nov 2024
Short summary
Many data quality problems occurring in manned weather station observations are hardly detected with common data quality control methods. We investigated the effects of undetected data quality issues and found that they may reduce the correlation coefficients of station pairs, deteriorate the performance of data homogenization methods, increase the spread of individual station trends, and significantly bias regional trends. Applying adequate quality control approaches is of utmost importance.
Many data quality problems occurring in manned weather station observations are hardly detected...
