How Would the Twenty-First-Century Warming Influence Pacific Decadal Variability and Its Connection to North American Rainfall Assessment Based on a Revised Procedure for the IPO/PDO

Decadal climate variability of sea surface temperature (SST) over the Pacific Ocean can be characterized by interdecadal Pacific oscillation (IPO) or Pacific decadal oscillation (PDO) based on empirical orthogonal function (EOF) analysis. Although the procedures to derive the IPO and PDO indices dif...

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Published inJournal of climate Vol. 31; no. 4; pp. 1547 - 1563
Main Authors Xu, Yangyang, Hu, Aixue
Format Journal Article
LanguageEnglish
Published Boston American Meteorological Society 01.02.2018
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ISSN0894-8755
1520-0442
DOI10.1175/jcli-d-17-0319.1

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Abstract Decadal climate variability of sea surface temperature (SST) over the Pacific Ocean can be characterized by interdecadal Pacific oscillation (IPO) or Pacific decadal oscillation (PDO) based on empirical orthogonal function (EOF) analysis. Although the procedures to derive the IPO and PDO indices differ in their regional focuses and filtering methods to remove interannual variability, the IPO and PDO are highly correlated in time and are often used interchangeably. Studies have shown that the IPO and PDO conjointly (IPO/PDO for conciseness) play a vital role in modulating the pace of global warming. It is less clear, however, how externally forced global warming may, in turn, affect the IPO/PDO. One obstacle to revealing this effect is that the conventional definitions of the IPO/PDO fail to account for the spatial heterogeneity of the background warming trend, which causes the IPO/PDO to be conflated with the warming trend, especially for the twenty-first-century simulation when the forced change is likely to be more dominant. Using a large-ensemble simulation in the Community Earth System Model, version 1 (CESM1), it is shown here that a better practice of detrending prior to EOF analysis is to remove the local and nonlinear trend, defined as the ensemble-mean time series at each grid box (or simply as the quadratic fit of the local time series if such an ensemble is not available). The revised IPO/PDO index is purely indicative of internal decadal variability. In the twenty-first-century warmer climate, the IPO/PDO has a weaker amplitude in space, a higher frequency in time, and a muted impact on global and North American temperature and rainfall.
AbstractList Decadal climate variability of sea surface temperature (SST) over the Pacific Ocean can be characterized by interdecadal Pacific oscillation (IPO) or Pacific decadal oscillation (PDO) based on empirical orthogonal function (EOF) analysis. Although the procedures to derive the IPO and PDO indices differ in their regional focuses and filtering methods to remove interannual variability, the IPO and PDO are highly correlated in time and are often used interchangeably. Studies have shown that the IPO and PDO conjointly (IPO/PDO for conciseness) play a vital role in modulating the pace of global warming. It is less clear, however, how externally forced global warming may, in turn, affect the IPO/PDO. One obstacle to revealing this effect is that the conventional definitions of the IPO/PDO fail to account for the spatial heterogeneity of the background warming trend, which causes the IPO/PDO to be conflated with the warming trend, especially for the twenty-first-century simulation when the forced change is likely to be more dominant. Using a large-ensemble simulation in the Community Earth System Model, version 1 (CESM1), it is shown here that a better practice of detrending prior to EOF analysis is to remove the local and nonlinear trend, defined as the ensemble-mean time series at each grid box (or simply as the quadratic fit of the local time series if such an ensemble is not available). The revised IPO/PDO index is purely indicative of internal decadal variability. In the twenty-first-century warmer climate, the IPO/PDO has a weaker amplitude in space, a higher frequency in time, and a muted impact on global and North American temperature and rainfall.
Author Hu, Aixue
Xu, Yangyang
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  surname: Hu
  fullname: Hu, Aixue
  organization: Climate and Global Dynamics Laboratory, National Center for Atmospheric Research, Boulder, Colorado
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Snippet Decadal climate variability of sea surface temperature (SST) over the Pacific Ocean can be characterized by interdecadal Pacific oscillation (IPO) or Pacific...
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SubjectTerms 20th century
Annual variations
Climate
Climate change
Climate variability
Computer simulation
Earth
Empirical analysis
ENVIRONMENTAL SCIENCES
Filtration
Global temperatures
Global warming
Heterogeneity
Interannual variability
Mathematical models
Meteorology & Atmospheric Sciences
Orthogonal functions
Pacific Decadal Oscillation
Patchiness
Precipitation
Procedures
Rain
Rainfall
Sea surface
Sea surface temperature
Simulation
Spatial heterogeneity
Surface temperature
Time series
Variability
Wind
Subtitle Assessment Based on a Revised Procedure for the IPO/PDO
Title How Would the Twenty-First-Century Warming Influence Pacific Decadal Variability and Its Connection to North American Rainfall
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