Calculation of climatic reference values and its use for automatic outlier detection in meteorological datasets
The climatic reference values for monthly and annual average air temperature and total precipitation in Catalonia – northeast of Spain – are calculated using a combination of statistical methods and geostatistical techniques of interpolation. In order to estimate the unce...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2008-04-01
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| Series: | Advances in Science and Research |
| Online Access: | http://www.adv-sci-res.net/2/1/2008/asr-2-1-2008.pdf |
| _version_ | 1811252165520392192 |
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| author | B. Téllez T. Cernocky E. Terradellas |
| author_facet | B. Téllez T. Cernocky E. Terradellas |
| author_sort | B. Téllez |
| collection | DOAJ |
| description | The climatic reference values for monthly and annual average air temperature and total precipitation in Catalonia – northeast of Spain – are calculated using a combination of statistical methods and geostatistical techniques of interpolation. In order to estimate the uncertainty of the method, the initial dataset is split into two parts that are, respectively, used for estimation and validation. The resulting maps are then used in the automatic outlier detection in meteorological datasets. |
| first_indexed | 2024-04-12T16:30:46Z |
| format | Article |
| id | doaj.art-1f1b516bb4df4e50a914aebf06f41f3d |
| institution | Directory Open Access Journal |
| issn | 1992-0628 1992-0636 |
| language | English |
| last_indexed | 2024-04-12T16:30:46Z |
| publishDate | 2008-04-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | Advances in Science and Research |
| spelling | doaj.art-1f1b516bb4df4e50a914aebf06f41f3d2022-12-22T03:25:08ZengCopernicus PublicationsAdvances in Science and Research1992-06281992-06362008-04-01214Calculation of climatic reference values and its use for automatic outlier detection in meteorological datasetsB. TéllezT. CernockyE. TerradellasThe climatic reference values for monthly and annual average air temperature and total precipitation in Catalonia – northeast of Spain – are calculated using a combination of statistical methods and geostatistical techniques of interpolation. In order to estimate the uncertainty of the method, the initial dataset is split into two parts that are, respectively, used for estimation and validation. The resulting maps are then used in the automatic outlier detection in meteorological datasets.http://www.adv-sci-res.net/2/1/2008/asr-2-1-2008.pdf |
| spellingShingle | B. Téllez T. Cernocky E. Terradellas Calculation of climatic reference values and its use for automatic outlier detection in meteorological datasets Advances in Science and Research |
| title | Calculation of climatic reference values and its use for automatic outlier detection in meteorological datasets |
| title_full | Calculation of climatic reference values and its use for automatic outlier detection in meteorological datasets |
| title_fullStr | Calculation of climatic reference values and its use for automatic outlier detection in meteorological datasets |
| title_full_unstemmed | Calculation of climatic reference values and its use for automatic outlier detection in meteorological datasets |
| title_short | Calculation of climatic reference values and its use for automatic outlier detection in meteorological datasets |
| title_sort | calculation of climatic reference values and its use for automatic outlier detection in meteorological datasets |
| url | http://www.adv-sci-res.net/2/1/2008/asr-2-1-2008.pdf |
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