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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：133/0  |  提交时间：2023/01/04
Internal solitary wave  Phase speed  Machine learning  Remote sensing  
The invasive alga Gracilaria vermiculophylla in the native northwest Pacific under ocean warming: Southern genetic consequence and northern range expansion 期刊论文
FRONTIERS IN MARINE SCIENCE, 2022, 卷号: 9, 页码: 13
作者:  Liu, Yi-Jia;  Zhong, Kai-Le;  Jueterbock, Alexander;  Satoshi, Shimada;  Choi, Han-Gil;  Weinberger, Florian;  Assis, Jorge;  Hu, Zi-Min
Adobe PDF(5337Kb)  |  收藏  |  浏览/下载：187/0  |  提交时间：2023/01/04
biodiversity conservation  climate change  microsatellite genotyping  peripheral populations  range limits  genetic lineage loss  
Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14, 页码: 19
作者:  Dong, Lin;  Qi, Jifeng;  Yin, Baoshu;  Zhi, Hai;  Li, Delei;  Yang, Shuguo;  Wang, Wenwu;  Cai, Hong;  Xie, Bowen
收藏  |  浏览/下载：146/0  |  提交时间：2022/11/11
machine learning  ocean subsurface salinity structure  South China Sea  satellite remote sensing data  
A self-powered microbiosensor system for specific bacteria detection based on triboelectric nanogenerator 期刊论文
NANO ENERGY, 2022, 卷号: 98, 页码: 12
作者:  Zhou, Zhou;  Wang, Peng;  Li, Jiawei;  Wang, Congyu;  Chen, Junhuan;  Zhu, Liyang;  Zhu, Haitao;  Zhang, Dun
Adobe PDF(9589Kb)  |  收藏  |  浏览/下载：201/0  |  提交时间：2022/07/18
Triboelectric nanogenerators  Microbiological induced corrosion  Microbiosensor  Portable device  
Deep Outer-Rise Faults in the Southern Mariana Subduction Zone Indicated by a Machine-Learning-Based High-Resolution Earthquake Catalog 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2022, 卷号: 49, 期号: 12, 页码: 12
作者:  Chen, Han;  Yang, Hongfeng;  Zhu, Gaohua;  Xu, Min;  Lin, Jian;  You, Qingyu
收藏  |  浏览/下载：180/0  |  提交时间：2022/08/17
outer-rise fault  Mariana Subduction Zone  EQTransformer  ocean bottom seismometer  
Intelligent feeding technique based on predicting shrimp growth in recirculating aquaculture system 期刊论文
AQUACULTURE RESEARCH, 2022, 页码: 13
作者:  Chen, Fudi;  Sun, Ming;  Du, Yishuai;  Xu, Jianping;  Zhou, Li;  Qiu, Tianlong;  Sun, Jianming
收藏  |  浏览/下载：231/0  |  提交时间：2022/08/17
Litopenaeus vannamei  precise feeding  predicting model  shrimp biomass  
Prediction of Significant Wave Height in Offshore China Based on the Machine Learning Method 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 卷号: 10, 期号: 6, 页码: 20
作者:  Feng, Zhijie;  Hu, Po;  Li, Shuiqing;  Mo, Dongxue
收藏  |  浏览/下载：190/0  |  提交时间：2022/08/17
wave height  recurrent neural network  long short-term memory network  GRU  EMD  
Metabarcoding analysis of microbiome dynamics during a Phaeocystis globosa bloom in the Beibu Gulf, China 期刊论文
HARMFUL ALGAE, 2022, 卷号: 114, 页码: 14
作者:  Gibson, Kate;  Song, Huiyin;  Chen, Nansheng
Adobe PDF(14885Kb)  |  收藏  |  浏览/下载：174/0  |  提交时间：2022/07/18
Bloom  Haptophyte  16S rDNA  Amplicon  Interaction  Model  
Oceanic internal wave amplitude retrieval from satellite images based on a data-driven transfer learning model 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 272, 页码: 15
作者:  Zhang, Xudong;  Wang, Haoyu;  Wang, Shuo;  Liu, Yanliang;  Yu, Weidong;  Wang, Jing;  Xu, Qing;  Li, Xiaofeng
Adobe PDF(12620Kb)  |  收藏  |  浏览/下载：256/0  |  提交时间：2022/04/12
Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
A Hybrid Neural Network Model for ENSO Prediction in Combination with Principal Oscillation Pattern Analyses 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2022, 页码: 14
作者:  Zhou, Lu;  Zhang, Rong-Hua
Adobe PDF(2978Kb)  |  收藏  |  浏览/下载：152/0  |  提交时间：2022/04/12
ENSO prediction  the principal oscillation pattern (POP) analyses  neural network  a hybrid approach