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Synergistic Effect of Warming in the Tropical Indian Ocean and North Tropical Atlantic on the Central-Pacific Type of La Nina Based on Observations and CMIP5 期刊论文
JOURNAL OF CLIMATE, 2023, 卷号: 36, 期号: 24, 页码: 8561-8579
作者:  Yang, Guang;  Zhao, Xia;  Yuan, Dongliang;  Zhang, Yazhou;  Liu, Lin;  Peng, Shiqiu
Adobe PDF(16866Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Indian Ocean  North Atlantic Ocean  Atmosphere-ocean interaction  ENSO  Climate models  Interannual variability  
Surface Salinity Changes of the Tropical and Subtropical Oceans Since 1970 and Their Relationship With Surface Freshwater Fluxes 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2023, 卷号: 128, 期号: 12, 页码: 21
作者:  Ge, Kai;  Li, Yuanlong;  Lyu, Yilong;  Lin, Pengfei;  Cheng, Lijing;  Wang, Fan
Adobe PDF(21195Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
sea surface salinity  freshwater fluxes  long-term change  
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：0/0  |  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：0/0  |  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：0/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Enhanced Impact of Land Reclamation on the Tide in the Guangxi Beibu Gulf 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 21, 页码: 20
作者:  Lu, Jingfang;  Zhang, Yibo;  Cao, Ruichen;  Lv, Xianqing;  Xu, Minjie;  Gao, Guandong;  Liu, Qiang
Adobe PDF(12662Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/07
Guangxi Beibu Gulf  movable water bodies boundary  reclamation projects  spatio-temporal characteristics  hydrodynamics  drivers  
基于深度学习的印尼贯穿流反演与预测研究 学位论文
理学硕士, 中国科学院海洋研究所: 中国科学院大学, 2023
作者:  辛林超
Adobe PDF(3884Kb)  |  收藏  |  浏览/下载：55/0  |  提交时间：2023/06/18
印尼贯穿流，海表面高度，神经网络，深度学习，卷积神经网络  
Hyperspectral Band Selection With Iterative Graph Autoencoder 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 13
作者:  Zhou, Yuan;  Yao, Qingren;  Huo, Shuwei;  Li, Xiaofeng
收藏  |  浏览/下载：17/0  |  提交时间：2023/12/07
Feature extraction  Iterative methods  Symmetric matrices  Hyperspectral imaging  Convolution  Correlation  Task analysis  Graph autoencoder (GAE)  graph representation  hyperspectral band selection (BS)  representativeness  
Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:  Zhang, Xudong;  Li, Xiaofeng
Adobe PDF(22601Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2023/01/04
Internal solitary wave  Phase speed  Machine learning  Remote sensing  
Interannual variability of sea surface chlorophyll a in the southern tropical Indian Ocean: Local versus remote forcing 期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2022, 卷号: 190, 页码: 13
作者:  Ma, Xueying;  Chen, Gengxin;  Li, Yuanlong;  Zeng, Lili
Adobe PDF(17374Kb)  |  收藏  |  浏览/下载：126/0  |  提交时间：2023/01/04
Surface chlorophyll a  Interannual variability  Thermocline dynamics  Southern tropical indian ocean  Ekman pumping  Rossby waves