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A Review of Application of Machine Learning in Storm Surge Problems 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:  Qin, Yue;  Su, Changyu;  Chu, Dongdong;  Zhang, Jicai;  Song, Jinbao
收藏  |  浏览/下载:44/0  |  提交时间:2023/11/15
storm surge prediction  machine learning  hybrid methods  physics-informed neural networks  
SSANet: An Adaptive Spectral-Spatial Attention Autoencoder Network for Hyperspectral Unmixing 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 8, 页码: 21
作者:  Wang, Jie;  Xu, Jindong;  Chong, Qianpeng;  Liu, Zhaowei;  Yan, Weiqing;  Xing, Haihua;  Xing, Qianguo;  Ni, Mengying
收藏  |  浏览/下载:131/0  |  提交时间:2023/11/15
hyperspectral unmixing  spectral-spatial attention mechanism  deep learning  autoencoder  
A deep one-dimensional convolutional neural network for microplastics classification using Raman spectroscopy 期刊论文
VIBRATIONAL SPECTROSCOPY, 2023, 卷号: 124, 页码: 14
作者:  Zhang, Wei;  Feng, Weiwei;  Cai, Zongqi;  Wang, Huanqing;  Yan, Qi;  Wang, Qing
收藏  |  浏览/下载:194/0  |  提交时间:2023/08/17
Microplastics pollution  Classification  Raman spectroscopy  Convolutional neural networks  
Predicting Aquaculture Water Quality Using Machine Learning Approaches 期刊论文
WATER, 2022, 卷号: 14, 期号: 18, 页码: 15
作者:  Li, Tingting;  Lu, Jian;  Wu, Jun;  Zhang, Zhenhua;  Chen, Liwei
收藏  |  浏览/下载:197/0  |  提交时间:2022/11/07
industrial aquaculture  machine learning  support vector machine  water quality prediction  
A new oil spill detection algorithm based on Dempster-Shafer evidence theory 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2021, 页码: 14
作者:  Zhang, Tianlong;  Guo, Jie;  Xu, Chenqi;  Zhang, Xi;  Wang, Chuanyuan;  Li, Baoquan
Adobe PDF(5149Kb)  |  收藏  |  浏览/下载:628/217  |  提交时间:2021/11/09
synthetic aperture radar (SAR) data  oil spill detection  subjective Bayesian  Faster-region convolutional neural networks (RCNN)  Dempster-Shafer evidence theory  
Experimental research on oil film thickness and its microwave scattering during emulsification 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2021, 卷号: 40, 期号: 4, 页码: 1361-1376
作者:  Guo, Jie;  Xu, Chenqi;  Liu, Genwang;  Zhang, Xi;  Meng, Junmin;  Ren, Guangbo
浏览  |  Adobe PDF(3093Kb)  |  收藏  |  浏览/下载:316/97  |  提交时间:2022/07/26
: crude oil emulsifi cation  normalized radar cross section (NRCS)  moisture content  oil film thickness  damping ratio  
A comprehensive model of vessel anchoring pressure based on machine learning to support the sustainable management of the marine environments of coastal cities 期刊论文
SUSTAINABLE CITIES AND SOCIETY, 2021, 卷号: 72, 页码: 10
作者:  Liu, Baijing;  Gong, Meng;  Wu, Xiaoqing;  Liu, Xin
浏览  |  Adobe PDF(7810Kb)  |  收藏  |  浏览/下载:611/230  |  提交时间:2021/10/21
Vessel anchoring pressure  Automatic identification system  Machine learning  Illegal anchoring area  Sustainable marine management  
Analysis of Raman Spectra by Using Deep Learning Methods in the Identification of Marine Pathogens 期刊论文
ANALYTICAL CHEMISTRY, 2021, 卷号: 93, 期号: 32, 页码: 11089-11098
作者:  Yu, Shixiang;  Li, Xin;  Lu, Weilai;  Li, Hanfei;  Fu, Yu Vincent;  Liu, Fanghua
Adobe PDF(4410Kb)  |  收藏  |  浏览/下载:868/458  |  提交时间:2021/11/02
Advances in Water Quality Monitoring and Assessment in Marine and Coastal Regions 期刊论文
WATER, 2021, 卷号: 13, 期号: 14, 页码: 4
作者:  Bergamasco, Alessandro;  Nguyen, Hong Quan;  Caruso, Gabriella;  Xing, Qianguo;  Carol, Eleonora
浏览  |  Adobe PDF(198Kb)  |  收藏  |  浏览/下载:484/214  |  提交时间:2021/10/21
A coarse-to-fine leaf detection approach based on leaf skeleton identification and joint segmentation 期刊论文
BIOSYSTEMS ENGINEERING, 2021, 卷号: 206, 页码: 94-108
作者:  Zhang, Liankuan;  Xia, Chunlei;  Xiao, Deqin;  Weckler, Paul;  Lan, Yubin;  Lee, Jang M.
浏览  |  Adobe PDF(3215Kb)  |  收藏  |  浏览/下载:695/238  |  提交时间:2021/06/22
Leaf extraction  Leaf pose measurement  Leaf shape estimation  Occlusion detection  Active shape model  Plant image analysis