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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  
The effects of seawater thermodynamic parameters on the oxygen minimum zone (OMZ) in the tropical western Pacific Ocean 期刊论文
MARINE POLLUTION BULLETIN, 2023, 卷号: 187, 页码: 12
作者:  Ma, Jun;  Li, Xuegang;  Song, Jinming;  Wen, Lilian;  Wang, Qidong;  Xu, Kuidong;  Dai, Jiajia;  Zhong, Guorong
收藏  |  浏览/下载：122/0  |  提交时间：2023/12/13
Oxygen minimum zone  Tropical western Pacific Ocean  Temperature  Salinity  Density  
Relationship and stratification of multiple marine ecological indicators: A case study in the M2 seamount area of the Western Pacific Ocean 期刊论文
ECOLOGICAL INDICATORS, 2023, 卷号: 146, 页码: 9
作者:  Ma, Jun;  Li, Xuegang;  Song, Jinming;  Wang, Qidong;  Wen, Lilian;  Xu, Kuidong;  Zhong, Guorong;  Dai, Jiajia;  Xing, Jianwei;  Tian, Detong
收藏  |  浏览/下载：160/0  |  提交时间：2023/11/16
Seawater stratification  Seamount  Western Pacific Ocean  Ecological effects  
The increasing big gap of carbon sink between the western and eastern Pacific in the last three decades 期刊论文
FRONTIERS IN MARINE SCIENCE, 2022, 卷号: 9, 页码: 12
作者:  Zhong, Guorong;  Li, Xuegang;  Song, Jinming;  Qu, Baoxiao;  Wang, Fan;  Wang, Yanjun;  Zhang, Bin;  Tian, Detong;  Ma, Jun;  Yuan, Huamao;  Duan, Liqin;  Li, Ning;  Wang, Qidong;  Xing, Jianwei
Adobe PDF(6039Kb)  |  收藏  |  浏览/下载：202/0  |  提交时间：2023/02/01
carbon sink  source  difference  acidification  western  eastern Pacific  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
Multidisciplinary indicators for confirming the existence and ecological effects of a Taylor column in the Tropical Western Pacific Ocean 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 127, 页码: 9
作者:  Ma, Jun;  Song, Jinming;  Li, Xuegang;  Wang, Qidong;  Zhong, Guorong
Adobe PDF(6051Kb)  |  收藏  |  浏览/下载：164/0  |  提交时间：2021/12/07
Seamount  Taylor column  Multidisciplinary indicators  Tropical Western Pacific Ocean  
Seawater stratification vs. plankton for oligotrophic mechanism: A case study of M4 seamount area in the Western Pacific Ocean 期刊论文
MARINE ENVIRONMENTAL RESEARCH, 2021, 卷号: 169, 页码: 8
作者:  Ma, Jun;  Song, Jinming;  Li, Xuegang;  Wang, Qidong;  Sun, Xiaoxia;  Zhang, Wuchang;  Zhong, Guorong
Adobe PDF(3342Kb)  |  收藏  |  浏览/下载：217/0  |  提交时间：2021/12/07
Oligotrophic sea area  Tropical Western Pacific Ocean  Seamount  Thermocline and high-salt area  Synechococcus and bacteria  
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