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Evaluation of machine learning method in genomic selection for growth traits of Pacific white shrimp 期刊论文
AQUACULTURE, 2024, 卷号: 581, 页码: 9
作者:  Luo, Zheng;  Yu, Yang;  Bao, Zhenning;  Li, Fuhua
收藏  |  浏览/下载：26/0  |  提交时间：2024/04/07
Growth traits  Genomic selection  Auto-machine learning  Prediction accuracy  Litopeneaus vannamei  
Graph-Based Memory Recall Recurrent Neural Network for Mid-Term Sea-Surface Height Anomaly Forecasting 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 6642-6657
作者:  Zhou, Yuan;  Ren, Tian;  Chen, Keran;  Gao, Le;  Li, Xiaofeng
收藏  |  浏览/下载：3/0  |  提交时间：2024/06/04
Forecasting  Predictive models  Atmospheric waves  Spatiotemporal phenomena  Sea surface  Ocean waves  Data models  Sea-surface height anomaly (SSHA)  deep learning (DL)  spatiotemporal prediction  Rossby waves  
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process 期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:  Zhang, Hui;  Wang, Qiang;  Mu, Mu;  Zhang, Kun;  Geng, Yu
Adobe PDF(13027Kb)  |  收藏  |  浏览/下载：19/0  |  提交时间：2024/04/07
Wind  Forecast verification/skill  Numerical weather prediction/forecasting  Mesoscale models  
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：29/0  |  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：120/0  |  提交时间：2023/12/13
Arctic  Sea ice  Climate prediction  Ice thickness  
A Transformer-Based Deep Learning Model for Successful Predictions of the 2021 Second-Year La Nina Condition 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 12, 页码: 10
作者:  Gao, Chuan;  Zhou, Lu;  Zhang, Rong-Hua
收藏  |  浏览/下载：126/0  |  提交时间：2023/11/30
the 2021 second-year cooling condition  a transformer-based deep learning model  3D multivariate prediction  subsurface thermal effect  comparison with dynamical models  
A multi-model prediction system for ENSO 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2023, 页码: 10
作者:  Liu, Ting;  Gao, Yanqiu;  Song, Xunshu;  Gao, Chuan;  Tao, Lingjiang;  Tang, Youmin;  Duan, Wansuo;  Zhang, Rong-Hua;  Chen, Dake
收藏  |  浏览/下载：83/0  |  提交时间：2023/12/13
MME  ENSO  Prediction  
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：27/0  |  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  
High-throughput prediction and characterization of antimicrobial peptides from multi-omics datasets of Chinese tubular cone snail (Conus betulinus) 期刊论文
FRONTIERS IN MARINE SCIENCE, 2022, 卷号: 9, 页码: 13
作者:  Li, Ruihan;  Huang, Yu;  Peng, Chao;  Gao, Zijian;  Liu, Jie;  Yin, Xiaoting;  Gao, Bingmiao;  Ovchinnikova, Tatiana V.;  Qiu, Limei;  Bian, Chao;  Shi, Qiong
收藏  |  浏览/下载：34/0  |  提交时间：2023/12/13
Conus betulinus  antimicrobial peptide  multi-omics  in silico prediction  in vitro assessment  
Responses of East Asian Climate to SST Anomalies in the Kuroshio Extension Region during Boreal Autumn 期刊论文
JOURNAL OF CLIMATE, 2022, 卷号: 35, 期号: 21, 页码: 3407-3423
作者:  Geng, Yu;  Ren, Hong-Li;  Ma, Xueying;  Zhao, Shuo;  Nie, Yu
Adobe PDF(5532Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2023/01/04
Atmosphere-ocean interaction  Atmospheric circulation  Climate prediction