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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：1/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Chromosome-level genome assembly of the deep-sea snail Phymorhynchus buccinoides provides insights into the adaptation to the cold seep habitat 期刊论文
BMC GENOMICS, 2023, 卷号: 24, 期号: 1, 页码: 16
作者:  Liu, Zhaoqun;  Huang, Yuting;  Chen, Hao;  Liu, Chang;  Wang, Minxiao;  Bian, Chao;  Wang, Lingling;  Song, Linsheng
Adobe PDF(5637Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/04/07
Cold seep  Phymorhynchus buccinoides  Chromosome-level genome  Glutamate regulation  Olfactory/chemosensory  H2S detoxification  
基于机器学习算法的全球大洋碳源汇强度与海水酸化进程研究 学位论文
理学博士, 中国科学院海洋研究所: 中国科学院大学, 2023
作者:  钟国荣
Adobe PDF(18412Kb)  |  收藏  |  浏览/下载：78/4  |  提交时间：2023/06/13
海水酸化  海洋碳汇  pH  二氧化碳分压  机器学习算法  
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：73/0  |  提交时间：2023/12/13
Nitrate  Spatial distribution  Deep neural network  Northwestern pacific ocean  
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：291/1  |  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：187/0  |  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  
Monitoring, modeling and projection of harmful algal blooms in China 期刊论文
HARMFUL ALGAE, 2022, 卷号: 111, 页码: 8
作者:  Guan, Weibing;  Bao, Min;  Lou, Xiulin;  Zhou, Zhengxi;  Yin, Kedong
Adobe PDF(1537Kb)  |  收藏  |  浏览/下载：216/0  |  提交时间：2022/04/12
Harmful algal blooms  Monitoring  Remote sensing  Modeling  Early warning  Long-term trend  Chinese seas  
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：180/0  |  提交时间：2022/02/18
cold seep  substrates  epifauna  Faster R-CNN  FPN  VGG16  
基于多源数据的中国近海有害藻华演变特征分析与预测方法构建 学位论文
理学博士, 中国科学院海洋研究所: 中国科学院大学, 2021
作者:  李笑语
Adobe PDF(6727Kb)  |  收藏  |  浏览/下载：339/0  |  提交时间：2021/06/08
有害藻华演变特征，麻痹性贝类毒素，棕囊藻囊体，机器学习，平台  
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：268/0  |  提交时间：2021/05/26
Carbon sink  feedforward neural network (FFNN)  machine learning  pCO(2)  Southern Ocean