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 in | Journal of climate Vol. 31; no. 4; pp. 1547 - 1563 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Boston
American Meteorological Society
01.02.2018
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Subjects | |
Online Access | Get full text |
ISSN | 0894-8755 1520-0442 |
DOI | 10.1175/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. |
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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 |
Author_xml | – sequence: 1 givenname: Yangyang surname: Xu fullname: Xu, Yangyang organization: Department of Atmospheric Sciences, Texas A&M University, College Station, Texas – sequence: 2 givenname: Aixue surname: Hu fullname: Hu, Aixue organization: Climate and Global Dynamics Laboratory, National Center for Atmospheric Research, Boulder, Colorado |
BackLink | https://www.osti.gov/biblio/1419615$$D View this record in Osti.gov |
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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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