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Nonlinear sea level trends from European tide gauge records
- Source :
- Scopus-Elsevier, Annales Geophysicae, Vol 22, Iss 5, Pp 1465-1472 (2004), Annales Geophysicae, Annales Geophysicae, European Geosciences Union, 2006, 22 (5), pp.1465-1472, CIÊNCIAVITAE, Annales Geophysicae, Vol 22, Pp 1465-1472 (2004)
- Publication Year :
- 2018
-
Abstract
- Mean sea level is a variable of considerable interest in meteorological and oceanographic studies, particularly long-term sea level variation and its relation to climate changes. This study concerns the analysis of monthly mean sea level data from tide gauge stations in the Northeast Atlantic with long and continuous records. Much research effort on mean sea level studies has been focused on identifying long-term linear trends, usually estimated through least-squares fitting of a deterministic function. Here, we estimate nonparametric and robust trends using lowess, a robust smoothing procedure based on locally weighted regression. This approach is more flexible than a linear trend to describe the deterministic part of the variation in tide gauge records, which has a complex structure. A common trend pattern of reduced sea levels around 1975 is found in all the analysed records and interpreted as the result of hydrological and atmospheric forcing associated with drought conditions at the tide gauge sites. This feature is overlooked by a linear regression model. Moreover, nonlinear deterministic behaviour in the time series, such as the one identified, introduces a bias in linear trends determined from short and noisy records.Key words. Oceanography: physical (sea level variations); Hydrology (water balance)
- Subjects :
- Atmospheric Science
010504 meteorology & atmospheric sciences
Meteorology
[SDU.STU]Sciences of the Universe [physics]/Earth Sciences
Climate change
010502 geochemistry & geophysics
01 natural sciences
Water balance
Linear regression
Earth and Planetary Sciences (miscellaneous)
14. Life underwater
lcsh:Science
Sea level
0105 earth and related environmental sciences
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean, Atmosphere
lcsh:QC801-809
Linear model
Local regression
Geology
Astronomy and Astrophysics
Regression analysis
lcsh:QC1-999
lcsh:Geophysics. Cosmic physics
13. Climate action
Space and Planetary Science
Environmental science
lcsh:Q
Tide gauge
lcsh:Physics
Subjects
Details
- Language :
- English
- ISSN :
- 14320576 and 09927689
- Database :
- OpenAIRE
- Journal :
- Scopus-Elsevier, Annales Geophysicae, Vol 22, Iss 5, Pp 1465-1472 (2004), Annales Geophysicae, Annales Geophysicae, European Geosciences Union, 2006, 22 (5), pp.1465-1472, CIÊNCIAVITAE, Annales Geophysicae, Vol 22, Pp 1465-1472 (2004)
- Accession number :
- edsair.doi.dedup.....70b8a8a0a6d4909662aa51328cdf739f