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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  
Global air-sea CO2 exchange flux since 1980s: results from CMIP6 Earth System Models 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2022, 页码: 20
作者:  Qu, Baoxiao;  Song, Jinming;  Li, Xuegang;  Yuan, Huamao;  Zhang, Kun;  Xu, Suqing
Adobe PDF(9756Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2022/07/18
air-sea CO2 flux  Coupled Model Intercomparison Project Phase 6 (CMIP6)  Earth System Model (ESM)  long-term average  spatial-temporal variability  
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：288/1  |  提交时间：2022/04/12
Long-Term Temporal and Spatial Distribution of Coliform Bacteria in Jiaozhou Bay Associated With Human Activities and Environmental Governance 期刊论文
FRONTIERS IN MARINE SCIENCE, 2021, 卷号: 8, 页码: 13
作者:  Cui, Kaixuan;  Dong, Yi;  Sun, Xiaoxia;  Zhao, Li;  Du, Haijian;  Liu, Jia;  Wang, Chaofeng;  Liang, Chen;  Zhao, Yicong;  Chen, Si;  Xuan, Jun;  Li, Suheng;  Zhao, Yuan;  Xiao, Tian
Adobe PDF(3290Kb)  |  收藏  |  浏览/下载：235/0  |  提交时间：2021/11/30
coliform bacteria  average abundance  environmental governance  correlation analysis  seawater quality  
Combining sterols with stable carbon isotope as indicators for assessing the organic matter sources and primary productivity evolution in the coastal areas of the East China Sea 期刊论文
CONTINENTAL SHELF RESEARCH, 2021, 卷号: 223, 页码: 11
作者:  Wang, Yueqi;  Song, Jinming;  Duan, Liqin;  Yuan, Huamao;  Li, Xuegang;  Li, Ning;  Zhang, Qian;  Liu, Jin;  Ren, Chengzhe
Adobe PDF(7053Kb)  |  收藏  |  浏览/下载：202/0  |  提交时间：2021/12/07
Sterols  Stable carbon isotope  Organic matter sources  Phytoplankton community structure  Sediment  East China Sea  
Thallium in aquatic environments and the factors controlling Tl behavior 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 页码: 16
作者:  Zhuang, Wen;  Song, Jinming
Adobe PDF(854Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2021/12/07
Thallium  Redox  Biogeochemical characteristics  Pollution  Water environment  Sediment  
Paleoproductivity and climate evolution in the Kuroshio mainstream area over the past millennium 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 121, 页码: 10
作者:  Wang, Yueqi;  Song, Jinming;  Duan, Liqin;  Yuan, Huamao;  Li, Xuegang;  Li, Ning;  Wang, Qidong;  Zhang, Qian
Adobe PDF(6452Kb)  |  收藏  |  浏览/下载：213/0  |  提交时间：2021/04/21
Sterols  Paleoproductivity  Phytoplankton community structure  Climate changes  Kuroshio mainstream  
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：267/0  |  提交时间：2021/05/26
Carbon sink  feedforward neural network (FFNN)  machine learning  pCO(2)  Southern Ocean  
The use of amino sugars for assessing seasonal dynamics of particulate organic matter in the Yangtze River estuary 期刊论文
MARINE CHEMISTRY, 2020, 卷号: 220, 页码: 11
作者:  Ren, Chengzhe;  Yuan, Huamao;  Song, Jinming;  Duan, Liqin;  Li, Xuegang;  Li, Ning;  Zhou, Bu
Adobe PDF(1976Kb)  |  收藏  |  浏览/下载：184/0  |  提交时间：2020/09/22
Amino sugars  Particulate organic matter  Source  Bacteria  Yangtze River estuary  
Effects of Short Term Methylmercury Exposure on Growth and Development of the Large Yellow Croaker Embryos and Larvae 期刊论文
FRONTIERS IN MARINE SCIENCE, 2019, 卷号: 6, 页码: 9
作者:  Yu, Xiang;  Wu, Fangzhu;  Xu, Xiaoqun;  Chen, Quanzhen;  Huang, Lin;  Tesfai, Berhane Teklehaimanot;  Cao, Liang;  Xu, Xudan;  Dou, Shuozeng;  Huang, Wei
Adobe PDF(735Kb)  |  收藏  |  浏览/下载：299/0  |  提交时间：2020/03/20
development  early life stage (ELS)  methylmercury  Pseudosciaena crocea  toxicity