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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：4/0  |  提交时间：2024/04/07
Growth traits  Genomic selection  Auto-machine learning  Prediction accuracy  Litopeneaus vannamei  
A chromosome-level genome assembly of a deep-sea symbiotic Aplacophora mollusc Chaetoderma sp. 期刊论文
SCIENTIFIC DATA, 2024, 卷号: 11, 期号: 1, 页码: 9
作者:  Wang, Yue;  Wang, Minxiao;  Li, Jie;  Zhang, Junlong;  Zhang, Linlin
收藏  |  浏览/下载：6/0  |  提交时间：2024/04/07
Improvement of an extended ensemble coupled data Assimilation-Forecast system and its application in El Nino diversity predictions 期刊论文
OCEAN & COASTAL MANAGEMENT, 2024, 卷号: 247, 页码: 15
作者:  Gao, Yanqiu;  Zhang, Jicai;  Liu, Kui;  Chen, Haibo;  Xu, Minjie
收藏  |  浏览/下载：25/0  |  提交时间：2024/04/07
Ensemble Kalman filter  Data assimilation  Forecast system  
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data 期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Xie, Bowen;  Qi, Jifeng;  Yang, Shuguo;  Sun, Guimin;  Feng, Zhongkun;  Yin, Baoshu;  Wang, Wenwu;  Salata, Ferdinando
收藏  |  浏览/下载：3/0  |  提交时间：2024/04/07
sea surface temperature  deep learning  3D U-Net model  marine heat waves  South China Sea  multi-source data  
DeepBlue: Advanced convolutional neural network applications for ocean remote sensing 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2023, 页码: 24
作者:  Wang, Haoyu;  Li, Xiaofeng
Adobe PDF(4818Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
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：2/0  |  提交时间：2024/04/07
Wind  Forecast verification/skill  Numerical weather prediction/forecasting  Mesoscale models  
Developing a Data-Driven Transfer Learning Model to Locate Tropical Cyclone Centers on Satellite Infrared Imagery 期刊论文
JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2023, 卷号: 40, 期号: 12, 页码: 1417-1430
作者:  Wang, Chong;  Li, Xiaofeng
Adobe PDF(40204Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Tropical cyclones  Remote sensing  Deep learning  
Retrieval of Subsurface Velocities in the Southern Ocean from Satellite Observations 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 24, 页码: 19
作者:  Xiang, Liang;  Xu, Yongsheng;  Sun, Hanwei;  Zhang, Qingjun;  Zhang, Liqiang;  Zhang, Lin;  Zhang, Xiangguang;  Huang, Chao;  Zhao, Dandan
Adobe PDF(4576Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
subsurface velocity  light gradient boosting machine (LightGBM)  The Southern Ocean  satellite observations  long-term variability  
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach 期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:  Qi, Jifeng;  Zhang, Linlin;  Yin, Baoshu;  Li, Delei;  Xie, Bowen;  Sun, Guimin
Adobe PDF(13138Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Improving storm surge simulations by considering wave-steepness-dependent drag coefficient in the northern East China Sea 期刊论文
OCEAN MODELLING, 2023, 卷号: 186, 页码: 13
作者:  Li, Zhao;  Li, Shuiqing;  Hu, Po;  Feng, Xingru;  Mo, Dongxue;  Li, Jian
Adobe PDF(18119Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/04/07
Storm surge  Wave drag  Wave setup  Wave steepness  Topography