TY - JOUR
T1 - The impact of internal climate variability on OH trends between 2005 and 2014
AU - Zhu, Qindan
AU - Fiore, Arlene M.
AU - Correa, Gus
AU - Lamarque, Jean Francois
AU - Worden, Helen
N1 - Publisher Copyright:
© 2024 The Author(s). Published by IOP Publishing Ltd.
PY - 2024/6/1
Y1 - 2024/6/1
N2 - The hydroxyl radical (OH) lies at the nexus of climate and air quality as the primary oxidant for both reactive greenhouse gases and many hazardous air pollutants. To better understand the role of climate variability on spatiotemporal patterns of OH, we utilize a 13-member ensemble of the Community Earth System Model version 2-Whole Atmosphere Community Climate Model version 6 (CESM2-WACCM6), a fully coupled chemistry-climate model, spanning the years 1950-2014. Ensemble members vary only in their initial conditions of the climate state in 1950. We focus on the final decade of the simulation, 2005-2014, when prior studies disagree on the signs of the global OH trends. The ensemble mean global airmass-weighted mean tropospheric column OH ( Ω TOH ), which is an estimate of the forced signal, increases by 0.06%/year between 2005 and 2014 while regional Ω TOH trends range from −0.56%/year over Southern Europe to +0.64%/year over South America. We show that ten-year Ω TOH trends are strongly affected by internal climate variability, as the spread of Ω TOH trends across the ensemble varies between 0.23%/year in Asia and 1.53%/year in South America. We train a fully connected neural network to emulate the Ω TOH simulated by the CESM2-WACCM6 model and combine it with satellite observations to interpret the role of OH chemical proxies. While the OH chemical proxies are subject to internal variability, the impact of internal variability on Ω TOH trends is primarily due to the meteorological parameters except for South America. Forced trends in global mean Ω TOH do not unambiguously emerge from trends driven by internal variability over the 2005-2014 period. The observation-constrained Ω TOH presents opposite trends due to climate variability, resulting in varying conclusions on the attribution of OH to CH4 trends.
AB - The hydroxyl radical (OH) lies at the nexus of climate and air quality as the primary oxidant for both reactive greenhouse gases and many hazardous air pollutants. To better understand the role of climate variability on spatiotemporal patterns of OH, we utilize a 13-member ensemble of the Community Earth System Model version 2-Whole Atmosphere Community Climate Model version 6 (CESM2-WACCM6), a fully coupled chemistry-climate model, spanning the years 1950-2014. Ensemble members vary only in their initial conditions of the climate state in 1950. We focus on the final decade of the simulation, 2005-2014, when prior studies disagree on the signs of the global OH trends. The ensemble mean global airmass-weighted mean tropospheric column OH ( Ω TOH ), which is an estimate of the forced signal, increases by 0.06%/year between 2005 and 2014 while regional Ω TOH trends range from −0.56%/year over Southern Europe to +0.64%/year over South America. We show that ten-year Ω TOH trends are strongly affected by internal climate variability, as the spread of Ω TOH trends across the ensemble varies between 0.23%/year in Asia and 1.53%/year in South America. We train a fully connected neural network to emulate the Ω TOH simulated by the CESM2-WACCM6 model and combine it with satellite observations to interpret the role of OH chemical proxies. While the OH chemical proxies are subject to internal variability, the impact of internal variability on Ω TOH trends is primarily due to the meteorological parameters except for South America. Forced trends in global mean Ω TOH do not unambiguously emerge from trends driven by internal variability over the 2005-2014 period. The observation-constrained Ω TOH presents opposite trends due to climate variability, resulting in varying conclusions on the attribution of OH to CH4 trends.
KW - OH
KW - chemistry-climate interaction
KW - hydroxyl radical
KW - machine learning
KW - methane
KW - satellite observations
UR - https://www.scopus.com/pages/publications/85194420923
U2 - 10.1088/1748-9326/ad4b47
DO - 10.1088/1748-9326/ad4b47
M3 - Article
AN - SCOPUS:85194420923
SN - 1748-9326
VL - 19
JO - Environmental Research Letters
JF - Environmental Research Letters
IS - 6
M1 - 064032
ER -