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Deep learning techniques for enhanced sea-ice types classification in the Beaufort Sea via SAR imagery 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2024, 卷号: 308, 页码: 19
作者:  Huang, Yan;  Ren, Yibin;  Li, Xiaofeng
收藏  |  浏览/下载：47/0  |  提交时间：2024/08/29
Synthetic aperture radar (SAR)  Sea ice classification  Deep learning  Beaufort sea  
The linkage between wintertime sea ice drift and atmospheric circulation in an Arctic ice-ocean coupled simulation 期刊论文
OCEAN MODELLING, 2024, 卷号: 189, 页码: 14
作者:  Liang, Xi;  Bi, Haibo;  Liu, Chengyan;  Li, Xichen;  Wang, Dakui;  Zhao, Fu;  Tian, Zhongxiang;  Li, Ming;  Liu, Na
收藏  |  浏览/下载：11/0  |  提交时间：2024/08/29
Wintertime Arctic sea ice drift  Atmospheric circulation  MITgcm ice-ocean coupled model  
Cold Air Outbreaks in Winter over the Continental United States and Its Possible Linkage with Arctic Sea Ice Loss 期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 14
作者:  Wang, Yanshuo;  Yang, Yuxing;  Huang, Fei;  Ding, Shuoyi;  Chen, Xiaodan;  Xu, Peiqiang
收藏  |  浏览/下载：91/0  |  提交时间：2024/04/07
Arctic sea ice loss  cold air outbreaks in eastern CONUS  polar vortex  weakened potential vorticity gradient  
Loss of autumn Kara-East Siberian Sea ice intensifies winter Ural blocking and cold anomalies in high latitudes of Eurasia 期刊论文
ATMOSPHERIC RESEARCH, 2023, 卷号: 295, 页码: 8
作者:  Song, Yuanyuan;  Yao, Yao;  Luo, Dehai;  Li, Yuanlong
Adobe PDF(6694Kb)  |  收藏  |  浏览/下载：178/0  |  提交时间：2023/11/30
Arctic Sea ice  Polar vortex  Ural blocking  Eurasian cold anomalies  Positive feedback  
Atmospheric Latent Energy Transport Pathways into the Arctic and Their Connections to Sea Ice Loss during Winter over the Observational Period 期刊论文
JOURNAL OF CLIMATE, 2023, 卷号: 36, 期号: 19, 页码: 6695-6712
作者:  Liang, Yu;  Bi, Haibo;  Lei, Ruibo;  Vihma, Timo;  Huang, Haijun
Adobe PDF(4368Kb)  |  收藏  |  浏览/下载：245/0  |  提交时间：2023/11/30
Arctic  Sea ice  Atmosphere-ocean interaction  Atmospheric circulation  
Subseasonal Prediction of Regional Antarctic Sea Ice by a Deep Learning Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 17, 页码: 10
作者:  Wang, Yunhe;  Yuan, Xiaojun;  Ren, Yibin;  Bushuk, Mitchell;  Shu, Qi;  Li, Cuihua;  Li, Xiaofeng
收藏  |  浏览/下载：100/0  |  提交时间：2023/12/13
Antarctic  sea ice prediction  
Understanding Arctic Sea Ice Thickness Predictability by a Markov Model 期刊论文
JOURNAL OF CLIMATE, 2023, 卷号: 36, 期号: 15, 页码: 4879-4897
作者:  Wang, Yunhe;  Yuan, Xiaojun;  Bi, Haibo;  Ren, Yibin;  Liang, Yu;  Li, Cuihua;  Li, Xiaofeng
收藏  |  浏览/下载：187/0  |  提交时间：2023/12/13
Arctic  Sea ice  Climate prediction  Ice thickness  
Fine Resolution Classification of New Ice, Young Ice, and First-Year Ice Based on Feature Selection from Gaofen-3 Quad-Polarization SAR 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9, 页码: 22
作者:  Yang, Kun;  Li, Haiyan;  Perrie, William;  Scharien, Randall Kenneth;  Wu, Jin;  Zhang, Menghao;  Xu, Fan
收藏  |  浏览/下载：164/0  |  提交时间：2023/12/13
fine sea ice classification  random forest classifier  polarization SAR  Gaofen-3  feature selection  
Impact of sea ice transport on Beaufort Gyre liquid freshwater content 期刊论文
CLIMATE DYNAMICS, 2023, 页码: 17
作者:  Cornish, Sam B.;  Muilwijk, Morven;  Scott, Jeffery R.;  Marson, Juliana M.;  Myers, Paul G.;  Zhang, Wenhao;  Wang, Qiang;  Kostov, Yavor;  Johnson, Helen L.;  Marshall, John
收藏  |  浏览/下载：89/0  |  提交时间：2023/12/13
Beaufort Gyre  Freshwater  Sea ice  
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:  Ren, Yibin;  Li, Xiaofeng
收藏  |  浏览/下载：54/0  |  提交时间：2023/12/13
Predictive models  Atmospheric modeling  Sea ice  Numerical models  Arctic  Ocean temperature  Data models  Deep learning  Pan-Arctic  physically constrained loss function  sea ice concentration (SIC) prediction  subseasonal scale