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Quantifying the impacts of atmospheric rivers on the surface energy budget of the Arctic based on reanalysis

Journal Article · · The Cryosphere (Online)
We present a comprehensive analysis of Arctic surface energy budget (SEB) components during atmospheric river (AR) events identified by integrated water vapor transport exceeding the monthly 85th-percentile climatological threshold in 3-hourly ERA5 reanalysis data from January 1980 to December 2019. Analysis of average anomalies in SEB components, net SEB, and the overall AR contribution to both the seasonal SEB components and net SEB climatology reveals clear seasonality and distinct land–sea–sea ice contrast patterns. Over the sea-ice-covered central Arctic Ocean, ARs significantly impact net SEB, inducing substantial surface warming in fall, winter, and spring. This warming is primarily driven by large anomalies in surface downward longwave radiation (LWD), which average 29–45 W m−2 during the cold seasons. In contrast, AR-related LWD anomalies are smaller in summer, averaging around 15 W m−2, indicating a reduced impact during this season. Over sub-polar oceans, ARs have the most substantial positive impact on net SEB in cold seasons, mainly attributed to significant positive turbulent heat flux anomalies. AR-related turbulent heat anomalies reduce the upward turbulent flux, contributing up to −11 % relative to its seasonal climatology. In summer, ARs induce negative impacts on net SEB, primarily due to reduced shortwave radiation from increased cloud cover during AR events. Over continents, ARs generate smaller absolute impacts on net SEB because the large LWD anomalies are largely offset by corresponding increases in upward longwave radiation, particularly during cold seasons. Additionally, the seemingly large relative contributions of ARs to the net SEB over land primarily reflects the small magnitude of the climatological net SEB over continents. Greenland, especially western Greenland, exhibits significant downward longwave radiation anomalies associated with ARs, which drive large net SEB anomalies and contribute >54 % to mean SEB and induce amplified surface warming year-round. This holds significance for melt events, particularly during summer. Additionally, results of AR-related SEB impacts strongly depend on detection methods, as restrictive AR detection algorithms that emphasize extreme AR events, with large AR-related anomalies, do not necessarily indicate a large overall contribution to the SEB climatology due to the low occurrence frequency of these events. This study quantifies the role of ARs in the surface energy budget, contributing to our understanding of the Arctic warming and sea ice decline in ongoing Arctic amplification.
Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
National Oceanic and Atmospheric Administration (NOAA); USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF)
Grant/Contract Number:
AC02-05CH11231; AC05-76RL01830
OSTI ID:
3000081
Report Number(s):
PNNL-SA--194746
Journal Information:
The Cryosphere (Online), Journal Name: The Cryosphere (Online) Journal Issue: 10 Vol. 19; ISSN 1994-0424
Publisher:
Copernicus Publications, EGUCopyright Statement
Country of Publication:
United States
Language:
English

References (85)

The role of atmospheric rivers in anomalous snow accumulation in East Antarctica journal September 2014
Continental heat anomalies and the extreme melting of the Greenland ice surface in 2012 and 1889: Melting of Greenland in 1889 and 2012 journal June 2014
Detection of atmospheric rivers: Evaluation and application of an algorithm for global studies: Detection of Atmospheric Rivers journal December 2015
Hydrometeorological characteristics of rain‐on‐snow events associated with atmospheric rivers journal March 2016
Melt onset over Arctic sea ice controlled by atmospheric moisture transport: MELT CONTROLLED BY ATMOSPHERIC MOISTURE journal June 2016
Analysis of the warmest Arctic winter, 2015-2016: THE WARM ARCTIC WINTER OF 2015-2016 journal October 2016
Revisiting the Cause of the 1989-2009 Arctic Surface Warming Using the Surface Energy Budget: Downward Infrared Radiation Dominates the Surface Fluxes: Attribution of Arctic Surface Warming journal October 2017
Large-scale circulation associated with moisture intrusions into the Arctic during winter: MOISTURE INTRUSIONS DURING ARCTIC WINTER journal September 2013
The ERA5 global reanalysis journal June 2020
Divide and recombine (D&R): Data science for large complex data journal November 2014
Role of extratropical cyclones in the recently observed increase in poleward moisture transport into the Arctic Ocean journal December 2017
Polar amplification of surface warming on an aquaplanet in “ghost forcing” experiments without sea ice feedbacks journal April 2005
Polar amplification in a coupled climate model with locked albedo journal February 2009
Linking atmospheric synoptic transport, cloud phase, surface energy fluxes, and sea-ice growth: observations of midwinter SHEBA conditions journal October 2016
A survey of the atmospheric physical processes key to the onset of Arctic sea ice melt in spring journal September 2018
The Arctic Amplification Debate journal March 2006
Divide and recombine (D&R) data science projects for deep analysis of big data and high computational complexity journal May 2018
Processes and impacts of Arctic amplification: A research synthesis journal May 2011
Observationally based assessment of polar amplification of global warming: POLAR AMPLIFICATION OF GLOBAL WARMING journal September 2002
Flooding on California's Russian River: Role of atmospheric rivers journal January 2006
The large-scale energy budget of the Arctic journal January 2007
The Unprecedented 2016-2017 Arctic Sea Ice Growth Season: The Crucial Role of Atmospheric Rivers and Longwave Fluxes journal May 2018
The Role of Atmospheric Rivers in Extratropical and Polar Hydroclimate journal July 2018
Local Radiative Feedbacks Over the Arctic Based on Observed Short-Term Climate Variations journal June 2018
The Relationship Between Extratropical Cyclone Strength and Atmospheric River Intensity and Position journal February 2019
Atmospheric River Impacts on Greenland Ice Sheet Surface Mass Balance journal August 2018
Improved Performance of ERA5 in Arctic Gateway Relative to Four Global Atmospheric Reanalyses journal June 2019
Thicker Clouds and Accelerated Arctic Sea Ice Decline: The Atmosphere‐Sea Ice Interactions in Spring journal June 2019
Tracking Atmospheric Rivers Globally: Spatial Distributions and Temporal Evolution of Life Cycle Characteristics journal December 2019
Poleward Shift of Atmospheric Rivers in the Southern Hemisphere in Recent Decades journal October 2020
The Role of Cyclones in Moisture Transport into the Arctic journal February 2021
Antarctic Atmospheric River Climatology and Precipitation Impacts journal April 2021
Arctic Cyclones and Their Interactions With the Declining Sea Ice: A Recent Climatology journal June 2021
Understanding the Cold Season Arctic Surface Warming Trend in Recent Decades journal October 2021
Atmospheric River Response to Arctic Sea Ice Loss in the Polar Amplification Model Intercomparison Project journal October 2021
Evaluating Uncertainty and Modes of Variability for Antarctic Atmospheric Rivers journal August 2022
Record Arctic Cyclone of January 2022: Characteristics, Impacts, and Predictability journal November 2022
Vertical structure of recent Arctic warming journal January 2008
The central role of diminishing sea ice in recent Arctic temperature amplification journal April 2010
Arctic amplification dominated by temperature feedbacks in contemporary climate models journal February 2014
Recent Arctic amplification and extreme mid-latitude weather journal August 2014
Climate response to regional radiative forcing during the twentieth century journal March 2009
The role of cyclone activity in snow accumulation on Arctic sea ice journal November 2019
Increasing extreme melt in northeast Greenland linked to foehn winds and atmospheric rivers journal March 2023
Atmospheric rivers melt Greenland journal September 2018
More frequent atmospheric rivers slow the seasonal recovery of Arctic sea ice journal February 2023
West Antarctic surface melt triggered by atmospheric rivers journal October 2019
Major cause of unprecedented Arctic warming in January 2016: Critical role of an Atlantic windstorm journal January 2017
Principal Curves journal June 1989
Climatology and decadal changes of Arctic atmospheric rivers based on ERA5 and MERRA-2 journal July 2023
Annual Cycle of Radiation Fluxes over the Arctic Ocean: Sensitivity to Cloud Optical Properties journal November 1992
Cloud Radiative Forcing of the Arctic Surface: The Influence of Cloud Properties, Surface Albedo, and Solar Zenith Angle journal February 2004
The Role of Surface Albedo Feedback in Climate journal April 2004
Satellite and CALJET Aircraft Observations of Atmospheric Rivers over the Eastern North Pacific Ocean during the Winter of 1997/98 journal July 2004
Meteorological Characteristics and Overland Precipitation Impacts of Atmospheric Rivers Affecting the West Coast of North America Based on Eight Years of SSM/I Satellite Observations journal February 2008
Can a Convective Cloud Feedback Help to Eliminate Winter Sea Ice at High CO 2 Concentrations? journal November 2009
High-Latitude Ocean and Sea Ice Surface Fluxes: Challenges for Climate Research journal March 2013
How Do Atmospheric Rivers Form? journal August 2015
Defining “Atmospheric River”: How the Glossary of Meteorology Helped Resolve a Debate journal April 2018
An Investigation of the Presence of Atmospheric Rivers over the North Pacific during Planetary-Scale Wave Life Cycles and Their Role in Arctic Warming journal November 2016
Attribution of the Recent Winter Sea Ice Decline over the Atlantic Sector of the Arctic Ocean journal May 2015
The Impact of Poleward Moisture and Sensible Heat Flux on Arctic Winter Sea Ice Variability journal July 2015
Cloud Radiative Forcing at Summit, Greenland journal August 2015
The Role of Moist Intrusions in Winter Arctic Warming and Sea Ice Decline journal June 2016
The Role of Springtime Arctic Clouds in Determining Autumn Sea Ice Extent journal September 2016
Ural Blocking as an Amplifier of the Arctic Sea Ice Decline in Winter journal April 2017
The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2) journal July 2017
Influence of Atmospheric Rivers on Mountain Snowpack in the Western United States journal December 2018
Evaluation of Six Atmospheric Reanalyses over Arctic Sea Ice from Winter to Early Summer journal June 2019
Statistical Relationship between Atmospheric Rivers and Extratropical Cyclones and Anticyclones journal September 2020
Strong Summer Atmospheric Rivers Trigger Greenland Ice Sheet Melt through Spatially Varying Surface Energy Balance and Cloud Regimes journal August 2020
Extreme Surface Energy Budget Anomalies in the High Arctic in Winter journal June 2023
The Role of Local and Remote Processes for Wintertime Surface Energy Budget Extremes over Arctic Sea Ice journal November 2023
The Extraordinary March 2022 East Antarctica “Heat” Wave. Part I: Observations and Meteorological Drivers journal February 2024
The Extraordinary March 2022 East Antarctica “Heat” Wave. Part II: Impacts on the Antarctic Ice Sheet journal February 2024
Observed Relationships between Arctic Longwave Cloud Forcing and Cloud Parameters Using a Neural Network journal August 2006
The Impact of the Extreme Winter 2015/16 Arctic Cyclone on the Barents–Kara Seas journal November 2016
Interpretation of Enhanced Integrated Water Vapor Bands Associated with Extratropical Cyclones: Their Formation and Connection to Tropical Moisture journal April 2006
Overview of the MOSAiC expedition: Atmosphere journal January 2022
Surface temperature comparison of the Arctic winter MOSAiC observations, ERA5 reanalysis, and MODIS satellite retrieval journal February 2023
Process Drivers, Inter-Model Spread, and the Path Forward: A Review of Amplified Arctic Warming journal February 2022
Wintertime extreme warming events in the high Arctic: characteristics, drivers, trends, and the role of atmospheric rivers journal April 2024
The concurrence of atmospheric rivers and explosive cyclogenesis in the North Atlantic and North Pacific basins journal January 2018
Atmospheric River Tracking Method Intercomparison Project (ARTMIP): project goals and experimental design journal January 2018
The emergence of surface-based Arctic amplification journal January 2009


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