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Trend analysis in Turkish precipitation data

Hydrological Processes · 2005 · Vol. 20(9) · pp. 2011–2026
Turgay PartalErcan Kahya

Abstract

This study aims to determine trends in the long-term annual mean and monthly total precipitation series using non-parametric methods (i.e. the Mann–Kendall and Sen's T tests). The change per unit time in a time series having a linear trend was estimated by applying a simple non-parametric procedure, namely Sen's estimator of slope. Serial correlation structure in the data was accounted for determining the significance level of the results of the Mann–Kendall test. The data network used in this study, which is assumed to reflect regional hydroclimatic conditions, consists of 96 precipitation stations across Turkey. Monthly totals and annual means of the monthly totals are formed for each individual station, spanning from 1929 to 1993. In this case, a total of 13 precipitation variables at each station are subjected to trend detection analysis. In addition, regional average precipitation series are established for the same analysis purpose. The application of a trend detection framework resulted in the identification of some significant trends, especially in January, February, and September precipitations and in the annual means. A noticeable decrease in the annual mean precipitation was observed mostly in western and southern Turkey, as well as along the coasts of the Black Sea. Regional average series also displayed trends similar to those for individual stations. Copyright © 2005 John Wiley & Sons, Ltd.

Climate variability and modelsHydrology and Drought AnalysisPlant Water Relations and Carbon DynamicsPrecipitationTrend analysisEnvironmental scienceClimatologySeries (stratigraphy)Time seriesStatisticsMeteorologyGeographyMathematics

Funding

  • Istanbul Teknik Üniversitesi
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References
Detection of hydrologic trends and variability
Journal of Hydrology · 2002 · 1,166 citations
Estimates of the Regression Coefficient Based on Kendall's Tau
Journal of the American Statistical Association · 1968 · 12,579 citations
A Nonparametric Trend Test for Seasonal Data With Serial Dependence
Water Resources Research · 1984 · 1,646 citations
Techniques of trend analysis for monthly water quality data
Water Resources Research · 1982 · 2,891 citations
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