Mechanisms behind the Springtime North Pacific ENSO Teleconnection Bias in Climate ModelsSource: Journal of Climate:;2022:;volume( 035 ):;issue: 023::page 4091DOI: 10.1175/JCLI-D-22-0304.1Publisher: American Meteorological Society
Abstract: Previous studies have shown that models overestimate the strength of ENSO teleconnections to the North Pacific during springtime, but the underlying reasons for this bias remain unknown. In this work, the relative contributions from basic-state and thermodynamic/dynamic forcing factors are disentangled through idealized experiments with the Community Earth System Model and a range of stationary wave modeling experiments. It is revealed that in CESM1 the diabatic heating biases over the tropical Indian Ocean and tropical central-western Pacific jointly favor a cyclonic (anticyclonic) circulation bias to occur in the North Pacific during the springtime of El Niño (La Niña) events. On one hand, the difference in the modeled and observed climatological basic state does not lead to the bias formation directly, as the diabatic heating biases are the primary cause. On the other hand, the springtime basic state is conducive to a more vigorous stationary wave response to the biased diabatic heating than the wintertime state, and this explains why the teleconnection bias occurs during springtime but not in winter. An iterative bias-correction approach is then implemented in the atmospheric model component of CESM1 to verify the linkage between the tropical diabatic heating bias and the teleconnection bias. Moreover, this explanation is shown to be relevant in other models of phase 5 of the Coupled Model Intercomparison Project (CMIP5) as a strong relationship is found between biases in ENSO-related tropical central-western Pacific/Indian Ocean precipitation and North Pacific circulation across models in spring.
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contributor author | Ruyan Chen | |
contributor author | Isla R. Simpson | |
contributor author | Clara Deser | |
contributor author | Bin Wang | |
contributor author | Yan Du | |
date accessioned | 2023-04-12T18:43:21Z | |
date available | 2023-04-12T18:43:21Z | |
date copyright | 2022/11/16 | |
date issued | 2022 | |
identifier other | JCLI-D-22-0304.1.pdf | |
identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4290126 | |
description abstract | Previous studies have shown that models overestimate the strength of ENSO teleconnections to the North Pacific during springtime, but the underlying reasons for this bias remain unknown. In this work, the relative contributions from basic-state and thermodynamic/dynamic forcing factors are disentangled through idealized experiments with the Community Earth System Model and a range of stationary wave modeling experiments. It is revealed that in CESM1 the diabatic heating biases over the tropical Indian Ocean and tropical central-western Pacific jointly favor a cyclonic (anticyclonic) circulation bias to occur in the North Pacific during the springtime of El Niño (La Niña) events. On one hand, the difference in the modeled and observed climatological basic state does not lead to the bias formation directly, as the diabatic heating biases are the primary cause. On the other hand, the springtime basic state is conducive to a more vigorous stationary wave response to the biased diabatic heating than the wintertime state, and this explains why the teleconnection bias occurs during springtime but not in winter. An iterative bias-correction approach is then implemented in the atmospheric model component of CESM1 to verify the linkage between the tropical diabatic heating bias and the teleconnection bias. Moreover, this explanation is shown to be relevant in other models of phase 5 of the Coupled Model Intercomparison Project (CMIP5) as a strong relationship is found between biases in ENSO-related tropical central-western Pacific/Indian Ocean precipitation and North Pacific circulation across models in spring. | |
publisher | American Meteorological Society | |
title | Mechanisms behind the Springtime North Pacific ENSO Teleconnection Bias in Climate Models | |
type | Journal Paper | |
journal volume | 35 | |
journal issue | 23 | |
journal title | Journal of Climate | |
identifier doi | 10.1175/JCLI-D-22-0304.1 | |
journal fristpage | 4091 | |
journal lastpage | 4110 | |
page | 4091–4110 | |
tree | Journal of Climate:;2022:;volume( 035 ):;issue: 023 | |
contenttype | Fulltext |