2021
DOI: 10.1007/s00704-021-03862-z
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Effect of autocorrelation on temporal trends in air-temperature in Northern Algeria and links with teleconnections patterns

Abstract: This study investigates the effect of autocorrelation on temporal trends and step change on monthly, seasonal and annual temperatures of six meteorological stations of the North of Algeria from 1950 to 2016. Afterwards, links between the general atmospheric circulation, via six climate indices, and temperature are examined. Trends of temperature are analysed using six different versions of the Mann Kendall approach while the step change of the time series is computed using the original Pettitt test and the mod… Show more

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Cited by 9 publications
(5 citation statements)
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“…The hypotheses were tested jointly for the first two lags. To eliminate the influence of serial correlation on MK, different approaches can be used [33]; they can be based on the modification of the variance of MK or they can consist in the application of a pretreatment to the data [34]. In this work, we considered both approaches: the modified MK as proposed by Hamed and Rao (MMK-HR) [35] and the trend-free-pre-whitening approach (MMK-TFPW) as proposed by Yue et al [36].…”
Section: Data Analysis Methodsmentioning
confidence: 99%
“…The hypotheses were tested jointly for the first two lags. To eliminate the influence of serial correlation on MK, different approaches can be used [33]; they can be based on the modification of the variance of MK or they can consist in the application of a pretreatment to the data [34]. In this work, we considered both approaches: the modified MK as proposed by Hamed and Rao (MMK-HR) [35] and the trend-free-pre-whitening approach (MMK-TFPW) as proposed by Yue et al [36].…”
Section: Data Analysis Methodsmentioning
confidence: 99%
“…Variations in the autumn flow simulations, on the other hand, are predicted to diminish dramatically, owing in part to the RCMs predicting less precipitation and more heat. Over the period from 1950 to 2016, the trend toward dryness between 0.8 and 0.9 • C since the 1980s in the coastal districts of Algeria and since the 1990s on the high plateaus of Algeria was also observed [44]. Climate models predict that this warming will often exceed 1 • C on an annual scale, particularly in summer, between 1945 and 2100 under the RCP8.5 scenario [45].…”
Section: Change In Streamflowmentioning
confidence: 96%
“…Additionally, variance correction through empirical formulae (Hamed & Rao, 1998) and Monte Carlo simulations (Yue & Wang, 2004) has been suggested. Furthermore, recent studies emphasize the sensitivity of hydroclimatic variable trends to long-term variability persistence (Ahmed et al, 2017;Assani et al, 2021;Assani et al, 2022;Ehsanzadeh & Adamowski, 2010;Fathian et al, 2016;Hamed, 2008;Kumar et al, 2009;Machiwal et al, 2012;Shahid et al, 2014;Taïbi et al, 2022;Zamani et al, 2017). Hamed (2008) proposed an alternative approach to the MK test considering LTP or the Hurst phenomenon (Hurst, 1951).…”
Section: Statistical Analysis Of Extreme Precipitation and Climate In...mentioning
confidence: 99%