Regional Arctic sea–ice prediction: potential versus operational seasonal forecast skill

2018 ◽  
Vol 52 (5-6) ◽  
pp. 2721-2743 ◽  
Author(s):  
Mitchell Bushuk ◽  
Rym Msadek ◽  
Michael Winton ◽  
Gabriel Vecchi ◽  
Xiaosong Yang ◽  
...  
2013 ◽  
Vol 40 (3) ◽  
pp. 529-534 ◽  
Author(s):  
M. Sigmond ◽  
J. C. Fyfe ◽  
G. M. Flato ◽  
V. V. Kharin ◽  
W. J. Merryfield

2020 ◽  
Vol 47 (5) ◽  
Author(s):  
J. C. Acosta Navarro ◽  
P. Ortega ◽  
L. Batté ◽  
D. Smith ◽  
P. A. Bretonnière ◽  
...  

2021 ◽  
Author(s):  
Anne Seidenglanz ◽  
Panos Athanasiadis ◽  
Paolo Ruggieri ◽  
Ivana Cvijanovic ◽  
Camille Li ◽  
...  

AbstractRecent studies point to the sensitivity of mid-latitude winter climate to Arctic sea ice variability. However, there remain contradictory results in terms of character and timing of Northern Hemisphere large-scale circulation features to Arctic sea ice changes. This study assesses the impact of realistic late autumn eastern Arctic sea ice anomalies on atmospheric wintertime circulation at mid-latitudes, pointing to a hidden potential for seasonal predictability. ​Using a dynamical seasonal prediction system, an ensemble of seasonal forecast simulations of 23 historical winter seasons is run with reduced November sea ice cover in the Barents-Kara Seas, and is compared to the respective control seasonal hindcast simulations set. ​A non energy-conserving approach is adopted for achieving the desired sea ice loss, with artificial heat being added conditionally to the ocean surface heat fluxes so as to inhibit the formation of sea ice during November. Our results point to a robust atmospheric circulation response in the North Pacific sector, similar to previous findings on the multidecadal timescale. Specifically, an anticyclonic anomaly at upper and lower levels is identified over the eastern midlatitude North Pacific, leading to dry conditions over the North American southwest coast. The responses are related to a re-organization (weakening) of west-Pacific tropical convection and interactions with the tropical Hadley circulation. ​A possible interaction of the poleward-shifted Pacific eddy-driven jet stream and the Hadley cell is discussed​. ​The winter circulation response in the Euro-Atlantic sector is ephemeral in character and statistically significant in January only, corroborating previous findings of an intermittent and non-stationary Arctic sea ice-NAO link during boreal winter. These results ​aid our understanding of the seasonal impacts of reduced eastern Arctic sea ice on the midlatitude atmospheric circulation with implications for seasonal predictability in wintertime.


2017 ◽  
Vol 30 (7) ◽  
pp. 2341-2362 ◽  
Author(s):  
Mitchell Bushuk ◽  
Rym Msadek ◽  
Michael Winton ◽  
Gabriel A. Vecchi ◽  
Rich Gudgel ◽  
...  

Because of its persistence on seasonal time scales, Arctic sea ice thickness (SIT) is a potential source of predictability for summer sea ice extent (SIE). New satellite observations of SIT represent an opportunity to harness this potential predictability via improved thickness initialization in seasonal forecast systems. In this work, the evolution of Arctic sea ice volume anomalies is studied using a 700-yr control integration and a suite of initialized ensemble forecasts from a fully coupled global climate model. This analysis is focused on the September sea ice zone, as this is the region where thickness anomalies have the potential to impact the SIE minimum. The primary finding of this paper is that, in addition to a general decay with time, sea ice volume anomalies display a summer enhancement, in which anomalies tend to grow between the months of May and July. This summer enhancement is relatively symmetric for positive and negative volume anomalies and peaks in July regardless of the initial month. Analysis of the surface energy budget reveals that the summer volume anomaly enhancement is driven by a positive feedback between the SIT state and the surface albedo. The SIT state affects surface albedo through changes in the sea ice concentration field, melt-onset date, snow coverage, and ice thickness distribution, yielding an anomaly in the total absorbed shortwave radiation between May and August, which enhances the existing SIT anomaly. This phenomenon highlights the crucial importance of accurate SIT initialization and representation of ice–albedo feedback processes in seasonal forecast systems.


2020 ◽  
Author(s):  
Keguang Wang ◽  
Qun Li ◽  
Caixin Wang ◽  
Jens Debernard ◽  
Sarah Keeley

<p>The METROMS is a coupled ocean and sea ice model based on the Regional Ocean Modeling System (ROMS) and the Los Alamos sea ice model CICE.  It was employed for seasonal forecast of the September Arctic sea ice extent (SIE) in 2019 in the Sea Ice Prediction Network (SIPN), using a regional configuration of grid resolution 20km for the Arctic, the so-called Arctic-20km configuration. In the present study, we investigate the impact of model initialization and sea ice data assimilation on the seasonal forecast of the September Arctic SIE. The ERA5 atmospheric forcing is used to driver the model. The preliminary results indicate that model initialization plays a very important role in the seasonal prediction of September Arctic SIE. Experiments using different model initializations from climate monthly mean (CMM) and actual monthly mean (AMM) indicate that the AMM generally has a much higher prediction skill. The prediction skill also increases with decreasing prediction time. With a reasonable model initialization, SIC assimilation can significantly improve the prediction skill, particularly within two months. On the contrary, SIT assimilation tends to provide relatively small contribution to the September SIE prediction when model is reasonably initialized, due mostly to the fact that no data is available in the summer period. </p>


2016 ◽  
Vol 49 (4) ◽  
pp. 1399-1410 ◽  
Author(s):  
E. Blanchard-Wrigglesworth ◽  
A. Barthélemy ◽  
M. Chevallier ◽  
R. Cullather ◽  
N. Fučkar ◽  
...  

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