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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:11/0  |  提交时间:2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
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:165/0  |  提交时间:2022/07/18
Bloom  Haptophyte  16S rDNA  Amplicon  Interaction  Model  
Reconstruction of global surface ocean pCO(2) using region-specific predictors based on a stepwise FFNN regression algorithm 期刊论文
BIOGEOSCIENCES, 2022, 卷号: 19, 期号: 3, 页码: 845-859
作者:  Zhong, Guorong;  Li, Xuegang;  Song, Jinming;  Qu, Baoxiao;  Wang, Fan;  Wang, Yanjun;  Zhang, Bin;  Sun, Xiaoxia;  Zhang, Wuchang;  Wang, Zhenyan;  Ma, Jun;  Yuan, Huamao;  Duan, Liqin
Adobe PDF(8235Kb)  |  收藏  |  浏览/下载:324/1  |  提交时间:2022/04/12
AlgaeNet: A Deep-Learning Framework to Detect Floating Green Algae From Optical and SAR Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2782-2796
作者:  Gao, Le;  Li, Xiaofeng;  Kong, Fanzhou;  Yu, Rencheng;  Guo, Yuan;  Ren, Yibin
Adobe PDF(8280Kb)  |  收藏  |  浏览/下载:209/0  |  提交时间:2022/07/18
Algae  MODIS  Synthetic aperture radar  Optical sensors  Optical imaging  Marine vehicles  Spatial resolution  Deep learning (DL)  green algae detection  satellite remote sensing  
A Deep Learning Model to Recognize and Quantitatively Analyze Cold Seep Substrates and the Dominant Associated Species 期刊论文
FRONTIERS IN MARINE SCIENCE, 2021, 卷号: 8, 页码: 11
作者:  Wang, Haining;  Fu, Xiaoxue;  Zhao, Chengqian;  Luan, Zhendong;  Li, Chaolun
Adobe PDF(3853Kb)  |  收藏  |  浏览/下载:204/0  |  提交时间:2022/02/18
cold seep  substrates  epifauna  Faster R-CNN  FPN  VGG16  
Carbon Sinks and Variations of pCO(2) in the Southern Ocean From 1998 to 2018 Based on a Deep Learning Approach 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3495-3503
作者:  Wang, Yanjun;  Li, Xiaofeng;  Song, Jinming;  Li, Xuegang;  Zhong, Guorong;  Zhang, Bin
Adobe PDF(5114Kb)  |  收藏  |  浏览/下载:298/0  |  提交时间:2021/05/26
Carbon sink  feedforward neural network (FFNN)  machine learning  pCO(2)  Southern Ocean  
Developing a microscopic image dataset in support of intelligent phytoplankton detection using deep learning 期刊论文
ICES JOURNAL OF MARINE SCIENCE, 2020, 卷号: 77, 期号: 4, 页码: 1427-1439
作者:  Li, Qiong;  Sun, Xin;  Dong, Junyu;  Song, Shuqun;  Zhang, Tongtong;  Liu, Dan;  Zhang, Han;  Han, Shuai
Adobe PDF(1234Kb)  |  收藏  |  浏览/下载:225/0  |  提交时间:2021/04/12
deep learning  microscopic image  object detection  phytoplankton dataset  
Global sea-surface iodide observations, 1967-2018 期刊论文
SCIENTIFIC DATA, 2019, 卷号: 6, 页码: 8
作者:  Chance, Rosie J.;  Tinel, Liselotte;  Sherwen, Tomas;  Baker, Alex R.;  Bell, Thomas;  Brindle, John;  Campos, Maria Lucia A. M.;  Croot, Peter;  Ducklow, Hugh;  Peng, He;  Hopkins, Frances;  Hoogakker, Babette;  Hughes, Claire;  Jickells, Timothy D.;  Loades, David;  Macaya, Dharma A. Ndrea Reyes;  Mahajan, Anoop S.;  Malin, Gill;  Phillips, Daniel;  Roberts, Ieuan;  Roy, Rajdeep;  Sarkar, Amit;  Sinha, Alok Kumar;  Song, Xiuxian;  Winkelbauer, Helge;  Wuttig, Kathrin;  Yang, Mingxi;  Peng, Zhou;  Carpenter, Lucy J.
Adobe PDF(1258Kb)  |  收藏  |  浏览/下载:270/0  |  提交时间:2020/03/20
Current and projected future risks of freshwater fish invasions in China 期刊论文
ECOGRAPHY, 2019, 页码: 10
作者:  Liu, Chunlong;  Comte, Lise;  Xian, Weiwei;  Chen, Yifeng;  Olden, Julian D.
Adobe PDF(2261Kb)  |  收藏  |  浏览/下载:289/0  |  提交时间:2020/01/03
emerging invasions  establishment threat  introduction pathway  invasion risk  nonnative species  species distribution models  
Retention and characteristics of microplastics in natural zooplankton taxa from the East China Sea 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 640, 页码: 232-242
作者:  Sun, Xiaoxia;  Liu, Tao;  Zhu, Mingliang;  Liang, Junhua;  Zhao, Yongfang;  Zhang, Bo
Adobe PDF(2629Kb)  |  收藏  |  浏览/下载:288/1  |  提交时间:2019/07/15
Microplastics  Zooplankton  Retention  The East China Sea