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Wavelet analysis of precipitation extremes over Canadian ecoregions and teleconnections to large‐scale climate anomalies

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TLDR
In this article, the authors used wavelet analysis to detect significant interannual and interdecadal oscillations and their teleconnections to large-scale climate anomalies such as El Nino-Southern Oscillation (ENSO), Pacific Decadal Oscillations (PDO), and North Atlantic OscillATION (NAO), monthly and seasonal maximum daily precipitation (MMDP and SMDP) from 131 stations across Canada were analyzed by using variants of wavelet analyses.
Abstract
To detect significant interannual and interdecadal oscillations and their teleconnections to large-scale climate anomalies such as El Nino–Southern Oscillation (ENSO), Pacific Decadal Oscillation (PDO), and North Atlantic Oscillation (NAO), monthly and seasonal maximum daily precipitation (MMDP and SMDP) from 131 stations across Canada were analyzed by using variants of wavelet analysis. Interannual (1–8 years) oscillations were found to be more significant than interdecadal (8–30 years) oscillations for all selected stations, and the oscillations are both spatial and time-dependent. Similarly, the significant wavelet coherence and the phase difference between leading principal components of monthly precipitation extremes and climate indices were highly variable in time and in periodicity, and a single climate index explains less than 40% of the total variability. Partial wavelet coherence analysis shows that both ENSO and PDO modulated the interannual variability and PDO modulated the interdecadal variability, of MMDP over Canada. NAO is correlated with the western MMDP at interdecadal scale and the eastern MMDP at interannual scale. The composite analysis shows that precipitation extremes at about three fourths of the stations have been significantly influenced by ENSO and PDO patterns, while about one half of the stations by the NAO patterns. The magnitude of SMDP in extreme El Nino years, and extreme PDO event of positive phase, was mostly lower (higher) over the Canadian Prairies in summer and winter (spring and autumn) than in extreme La Nina years. Overall, the degree of influence of large-scale climate patterns on Canadian precipitation extremes varies by season and by region.

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Wavelet analysis of precipitation extremes over India and teleconnections to climate indices

TL;DR: In this paper, the authors used wavelet coherence analysis to detect significant interannual and interdecadal oscillations in monthly precipitation extremes across India and their teleconnections to three prominent climate indices, namely, Nino 3.4, Pacific Decadal Oscillation, and Indian Ocean Dipole (IOD).
References
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Journal ArticleDOI

Wavelet and scaling analysis of monthly precipitation extremes in Germany in the 20th century: Interannual to interdecadal oscillations and the North Atlantic Oscillation influence

TL;DR: In this article, the authors used wavelet tools toward variance and frequency-time localization and detection of dominant oscillations over Germany, and found evidence for some regional climatic changes over Germany.
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Spatiotemporal variability of Alberta's seasonal precipitation, their teleconnection with large-scale climate anomalies and sea surface temperature

TL;DR: Using wavelet analysis, wavelet-based principal component analysis (WPCA), composite analysis and scale-averaged wavelet power (SAWP) of seasonal precipitation, this article investigated their spatiotemporal variability, their relationships with seven large-scale climate indices and atmospheric circulation patterns, sea surface temperature (SST) of the Pacific and Atlantic oceans, and the predictability of Alberta's seasonal precipitation.
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Shifts in the Statistics of Daily Rainfall in South America Conditional on ENSO Phase

TL;DR: In this paper, the shifts in the seasonal histograms of daily rainfall over South America conditional on ENSO phase are examined, using the Kolmogorov-Smirnov (K-S) test.
Journal ArticleDOI

Precipitation variability and its relationship to hydrologic variability in Alberta

TL;DR: In this paper, the spatial, temporal and frequency patterns of Alberta's climate variability were examined by applying wavelet-based empirical orthogonal function (WEOF) analysis to gridded precipitation (P) and EOF analysis to GRIDED air temperature (T), potential evapotranspiration (PET), net precipitation (PET) and runoff (Q).
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Nonstationary frequency analysis of extreme daily precipitation amounts in Southeastern Canada using a peaks-over-threshold approach

TL;DR: In this article, a statistical inference of Southeastern Canada extreme daily precipitation amounts is proposed using a classical nonstationary peaks-over-threshold model, where the generalized Pareto distribution is fitted to excess time series derived from annual averages of independent precipitation amount events above a fixed threshold, the 99th percentile.
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