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Evolution of 3-D chlorophyll in the northwestern Pacific Ocean using a Gaussian-activation deep neural network model 期刊论文
FRONTIERS IN MARINE SCIENCE, 2024, 卷号: 11, 页码: 17
作者:  Zhao, Xianzhi;  Gong, Xiang;  Gong, Xun;  Liu, Jiyao;  Wang, Guoju;  Wang, Lixin;  Guo, Xinyu;  Gao, Huiwang
收藏  |  浏览/下载：3/0  |  提交时间：2024/08/29
deep neural network  Gaussian activation  3-D chlorophyll structure  subsurface chlorophyll maximum  long-term trend  
Deep learning to estimate ocean subsurface salinity structure in the Indian Ocean using satellite observations 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 13
作者:  Qi, Jifeng;  Sun, Guimin;  Xie, Bowen;  Li, Delei;  Yin, Baoshu
收藏  |  浏览/下载：82/0  |  提交时间：2024/04/07
machine learning  convolutional neural network (CNN)  ocean subsurface salinity structure (OSSS)  Indian Ocean  satellite observations  
Prediction of 3-D Ocean Temperature Based on Self-Attention and Predictive RNN 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:  Yue, Weihao;  Xu, Yongsheng;  Xiang, Liang;  Zhu, Shanliang;  Huang, Chao;  Zhang, Qingjun;  Zhang, Liqiang;  Zhan, Xiangguang
收藏  |  浏览/下载：60/0  |  提交时间：2024/06/04
Climate change  Recurrent neural networks  Temperature measurement  Ocean temperature  Predictive models  Global gridded temperature data with Barnes objective analysis (BOA-ARGO)  predictive recurrent neural network (PredRNN)  self-attention  
Intelligent fault diagnosis of train bearing based on ISTOA-VMD and SE-WDCNN 期刊论文
JOURNAL OF VIBRATION AND CONTROL, 2023, 页码: 12
作者:  He, Deqiang;  Zou, Xueyan;  Jin, Zhenzhen;  Yan, Jingren;  Ren, Chonghui;  Zhou, Jixu
收藏  |  浏览/下载：81/0  |  提交时间：2023/12/07
intelligent fault diagnosis  train bearing  improved sooty tern optimization algorithm  variational mode decomposition  deep convolutional neural network  
Estimation of nitrate concentration and its distribution in the northwestern Pacific Ocean by a deep neural network model 期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 195, 页码: 11
作者:  Wang, Lixin;  Xu, Zhenhua;  Gong, Xiang;  Zhang, Peiwen;  Hao, Zhanjiu;  You, Jia;  Zhao, Xianzhi;  Guo, Xinyu
收藏  |  浏览/下载：138/0  |  提交时间：2023/12/13
Nitrate  Spatial distribution  Deep neural network  Northwestern pacific ocean  
Rapid identification of fish species by laser-induced breakdown spectroscopy and Raman spectroscopy coupled with machine learning methods 期刊论文
FOOD CHEMISTRY, 2023, 卷号: 400, 页码: 9
作者:  Ren, Lihui;  Tian, Ye;  Yang, Xiaoying;  Wang, Qi;  Wang, Leshan;  Geng, Xin;  Wang, Kaiqiang;  Du, Zengfeng;  Li, Ying;  Lin, Hong
Adobe PDF(4660Kb)  |  收藏  |  浏览/下载：232/0  |  提交时间：2023/01/12
Fish species identification  laser -induced breakdown spectroscopy (LIBS)  Raman spectroscopy  Machine learning  convolutional neural network (CNN)  Data fusion  
Using a deep-learning approach to infer and forecast the Indonesian Throughflow transport from sea surface height 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 10
作者:  Xin, Linchao;  Hu, Shijian;  Wang, Fan;  Xie, Wenhong;  Hu, Dunxin;  Dong, Changming
收藏  |  浏览/下载：108/0  |  提交时间：2023/12/13
Indonesian Throughflow  sea surface height  neural network  deep learning  CNN  
Recovering Gravity from Satellite Altimetry Data Using Deep Learning Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 11
作者:  Zhu, Chengcheng;  Yang, Lei;  Bian, Hongwei;  Li, Houpu;  Guo, Jinyun;  Liu, Na;  Lin, Lina
收藏  |  浏览/下载：175/0  |  提交时间：2023/12/13
Gravity  Deep learning  Sea measurements  Satellites  Underwater vehicles  Training  Data models  gravity anomaly  multichannel convolutional neural network (MCCNN)  satellite altimetry  Index Terms  submarine topography  
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 卷号: 20, 页码: 5
作者:  Yang, Lei;  Liu, Min;  Liu, Na;  Guo, Jinyun;  Lin, Lina;  Zhang, Yuyuan;  Du, Xing;  Xu, Yongsheng;  Zhu, Chengcheng;  Wang, Yongkang
收藏  |  浏览/下载：225/0  |  提交时间：2023/12/07
Gravity  Bathymetry  Satellites  Geology  Altimetry  Geologic measurements  Sea measurements  convolutional neural network (CNN)  fully connected deep neural network (FC-DNN)  gravity  gravity-geological method  satellite altimetry  
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：242/0  |  提交时间：2022/08/17
wave height  recurrent neural network  long short-term memory network  GRU  EMD