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ENSO-Related Precursor Pathways of Interannual Thermal Anomalies Identified Using a Transformer-Based Deep Learning Model in the Tropical Pacific 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2024, 卷号: 51, 期号: 12, 页码: 11
作者:  Zhou, Lu;  Zhang, Rong-Hua
收藏  |  浏览/下载：48/0  |  提交时间：2024/09/02
ENSO predictions  thermal precursors  multivariate three-dimensional (3D) predictions  transformer-based model  explainable artificial intelligence (XAI)  
基于深度学习的ENSO建模及其预测和可预报性研究 学位论文
理学博士, 中国科学院海洋研究所: 中国科学院大学, 2024
作者:  周路
Adobe PDF(8710Kb)  |  收藏  |  浏览/下载：77/0  |  提交时间：2024/06/08
深度学习  ENSO预测  混合建模方法  多变量三维场预测  物理可解释性分析  
Cryptochrome PtCPF1 regulates high temperature acclimation of marine diatoms through coordination of iron and phosphorus uptake 期刊论文
ISME JOURNAL, 2024, 卷号: 18, 期号: 1, 页码: 14
作者:  Gao, Shan;  Yang, Wenting;  Li, Xin;  Zhou, Lu;  Liu, Xuehua;  Wu, Songcui;  Wang, Lijun;  Wang, Guangce
收藏  |  浏览/下载：87/0  |  提交时间：2024/04/07
cryptochrome  diatoms  high temperature  iron and phosphorus uptake  
Expression of secreted antimicrobial peptide in a marine diatom-Phaeodactylum tricornutum 期刊论文
ALGAL RESEARCH-BIOMASS BIOFUELS AND BIOPRODUCTS, 2023, 卷号: 75, 页码: 7
作者:  Yanga, Wenting;  Zhou, Lu;  Zhuo, Jintao;  Li, Xin;  Wu, Songcui;  Yu, Guihong;  Gao, Shan;  Wang, Guangce
收藏  |  浏览/下载：62/0  |  提交时间：2023/11/30
Phaeodactylum tricornutum  Secretory antimicrobial peptide  Antibacterial  
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：239/0  |  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 self-attention-based neural network for three-dimensional multivariate modeling and its skillful ENSO predictions 期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 10, 页码: 1
作者:  Zhou, Lu;  Zhang, Rong-Hua
收藏  |  浏览/下载：39/0  |  提交时间：2023/12/13
Overexpression of a novel gene (Pt2015) endows the commercial diatom Phaeodactylum tricornutum high lipid content and grazing resistance 期刊论文
BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS, 2022, 卷号: 15, 期号: 1, 页码: 19
作者:  Gao, Shan;  Zhou, Lu;  Yang, Wenting;  Wang, Lijun;  Liu, Xuehua;  Gong, Yingchun;  Hu, Qiang;  Wang, Guangce
Adobe PDF(4962Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2023/01/04
Diatom  Gene manipulation  Lipid  Morphotype  Phaeodactylum tricornutum  
The 2020-2021 prolonged La Nina evolution in the tropical Pacific 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2022, 页码: 19
作者:  Gao, Chuan;  Chen, Maonan;  Zhou, Lu;  Feng, Licheng;  Zhang, Rong-Hua
Adobe PDF(11034Kb)  |  收藏  |  浏览/下载：227/0  |  提交时间：2023/01/04
Prolonged La Nina evolution in 2020-2021  Subsurface effect on SST  Remote and local processes  Modeling experiments  
Transcriptomic and metabolic signatures of diatom plasticity to light fluctuations 期刊论文
PLANT PHYSIOLOGY, 2022, 页码: 20
作者:  Zhou, Lu;  Gao, Shan;  Yang, Wenting;  Wu, Songcui;  Huan, Li;  Xie, Xiujun;  Wang, Xulei;  Lin, Senjie;  Wang, Guangce
Adobe PDF(2562Kb)  |  收藏  |  浏览/下载：220/0  |  提交时间：2023/01/04
Interdecadal wind stress variability over the tropical Pacific causes ENSO diversity in an intermediate coupled model (Jul, 10.1007/s00382-022-06414-x, 2022) 期刊论文
CLIMATE DYNAMICS, 2022, 页码: 1
作者:  Hu, Junya;  Wang, Hongna;  Gao, Chuan;  Zhou, Lu;  Zhang, Rong-Hua
收藏  |  浏览/下载：224/0  |  提交时间：2023/01/12