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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：4/0  |  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  
Reconciling opposite trends in the observed and simulated equatorial Pacific zonal sea surface temperature gradient 期刊论文
GEOSCIENCE LETTERS, 2023, 卷号: 10, 期号: 1, 页码: 12
作者:  Bai, Wenrong;  Liu, Hailong;  Lin, Pengfei;  Li, Xichen;  Wang, Fan
Adobe PDF(3533Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/04/07
Equatorial Pacific zonal sea surface temperature gradient  CMIP6  Large ensemble simulations  Model bias  Internal variabilities  Projection  
An Updated Estimate of the Indonesian Throughflow Geostrophic Transport: Interannual Variability and Salinity Effect 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 13, 页码: 10
作者:  Guo, Yaru;  Li, Yuanlong;  Cheng, Lijing;  Chen, Gengxin;  Liu, Qinyan;  Tian, Tian;  Hu, Shijian;  Wang, Jing;  Wang, Fan
收藏  |  浏览/下载：97/0  |  提交时间：2023/12/13
Indonesian Throughflow  geostrophic transport  XBT-IX1 section  salinity component  uncertainty estimation  temperature component  
Interannual variation of coastal upwelling around Hainan Island 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 10
作者:  Zhu, Junying;  Zhou, Quanyi;  Zhou, Qianqing;  Geng, Xinxing;  Shi, Jie;  Guo, Xinyu;  Yu, Yang;  Yang, Ziwei;  Fan, Renfu
收藏  |  浏览/下载：100/0  |  提交时间：2023/12/13
upwelling  interannual variation  sea surface temperature  wind stress curl  Hainan Island  
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：25/0  |  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  
Effects of 2019 subsurface Indian Ocean initialization on the forecast of the 2020/2021 La Nina event 期刊论文
CLIMATE DYNAMICS, 2022, 页码: 17
作者:  Wang, Jing;  Zhang, Shouwen;  Jiang, Hua;  Yuan, Dongliang
收藏  |  浏览/下载：179/0  |  提交时间：2022/12/09
Indian Ocean dipole  ENSO  Atmospheric bridge  Oceanic channel  Subsurface temperature  
Assessment of Three-Dimensional Interpolation Method in Hydrologic Analysis in the East China Sea 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 卷号: 10, 期号: 7, 页码: 20
作者:  Gao, Yuchun;  Guo, Junting;  Wang, Jianfeng;  Lv, Xianqing
收藏  |  浏览/下载：101/0  |  提交时间：2022/11/11
3D RBF interpolation  cross-validation  temperature and salinity  East China Sea  sea surface temperature  
Increasing Inhomogeneity of the Global Oceans 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2022, 卷号: 49, 期号: 12, 页码: 11
作者:  Ren, Qiuping;  Kwon, Young-Oh;  Yang, Jiayan;  Huang, Rui Xin;  Li, Yuanlong;  Wang, Fan
收藏  |  浏览/下载：206/0  |  提交时间：2022/08/17
global ocean  temperature  salinity  spatial inhomogeneity  climate change  
Effects of Temperature and Salinity on Surface Currents in the Equatorial Pacific 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2022, 卷号: 127, 期号: 4, 页码: 22
作者:  Chen, Lu;  Zhang, Rong-Hua;  Gao, Chuan
Adobe PDF(3933Kb)  |  收藏  |  浏览/下载：159/0  |  提交时间：2022/07/18
the equatorial Pacific  surface currents  OSCAR product  temperature and salinity effects  
Tropical Cyclone Intensity Estimation From Geostationary Satellite Imagery Using Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:  Wang, Chong;  Zheng, Gang;  Li, Xiaofeng;  Xu, Qing;  Liu, Bin;  Zhang, Jun
Adobe PDF(4821Kb)  |  收藏  |  浏览/下载：211/0  |  提交时间：2022/02/18
Estimation  Ocean temperature  Clouds  Tropical cyclones  Cyclones  Training  Geostationary satellites  Convolutional neural network (CNN)  deep learning  remote sensing  tropical cyclone (TC)