Argo资料与卫星遥感资料同化的误差协方差问题及动态背景场融合技术研究

41976188
2019
D0609.海洋数据科学与信息系统
张韧
面上项目
教授
中国人民解放军国防科技大学
62万元
同化/融合;误差协方差;SMOS/Aquarius资料;动态背景场;Argo资料
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Short-Term Daily Prediction of Sea Ice Concentration Based on Deep Learning of Gradient Loss Function 期刊论文 Quanhong Liu;Ren Zhang;Yangjun Wang;Hengqian Yan;Mei Hong
2 Probabilistic linguistic evolutionary game with risk perception in applications to carbon emission reduction decision making 期刊论文 Zhinan Hao;Xiang Wang;Yaojia Zhang;Ren Zhang
3 海洋盐度卫星资料评估与应用 专著 张韧;王辉赞;鲍森亮;陈建;闫恒乾
4 Dynamic risk assessment of natural environment based on Dynamic Bayesian Network for key nodes of the arctic Northwest Passage 期刊论文 Heng Qian;Ren Zhang;Yao-jia Zhang
5 Estimating daily subsurface thermohaline structure from satellite data:A deep network with embedded empirical orthogonal functions 期刊论文 Yan H;Wang H;Zhang R
6 Expert Knowledge-Driven Bayesian Network Modeling for Marine Disaster Assessment Under the Small Sample Condition 期刊论文 Ming Li;Ren Zhang;Kefeng Liu
7 The study on the dynamic influence factors of the interdecadal variability of the subtropical high in the Western Pacific Ocean based on the information flow method 期刊论文 Mei Hong;Ren Zhang;Liu Kefeng;Liang Zhao;Jingjing Ge
8 Arctic weather routing: a review of ship performance models and ice routing algorithms 期刊论文 Quanhong Liu;Yangjun Wang;Ren Zhang
9 Application of Phenomena‐Resolving Assessment Methods to Satellite Sea Surface Salinity Products 期刊论文 Senliang Bao;Huizan Wang;Ren Zhang;Hengqian Yan;Jian Chen;Chengzu Bai
10 深度学习方法在北极海冰预报中的应用 期刊论文 刘泉宏;张韧;汪杨骏;闫恒乾
11 A New Marine Disaster Assessment Model Combining Bayesian Network with Information Diffusion 期刊论文 Ming Li;Ren Zhang;Kefeng Liu
12 A dynamical-statistical approach to retrieve the ocean interior structure from surface data: SQG-mEOF-R 期刊论文 Yan Hengqian;Wang Huizan;Zhang Ren;Chen Jian;Bao Senliang;Wang Gongjie
13 Daily Prediction of the Arctic Sea Ice Concentration Using Reanalysis Data Based on a Convolutional LSTM Network 期刊论文 Quanhong Liu;Ren Zhang;Yangjun Wang;Hengqian Yan;Mei Hong
14 Evolving a Bayesian network model with information flow for time series interpolation of multiple ocean variables 期刊论文 Ming Li;Ren Zhang;Kefeng Liu
15 A Surface Quasi‐Geostrophic‐Based Dynamical‐Statistical Framework to Retrieve Interior Temperature/Salinity From Ocean Surface 期刊论文 Hengqian Yan;Ren Zhang;Huizan Wang;Senliang Bao;Jian Chen;Gongjie Wang
16 基于深度学习SROSRN模型的海洋盐度超分辨率重构方法 专利 鲍森亮
17 Correction of Satellite Sea Surface Salinity Products Using Ensemble Learning Method 期刊论文 Senliang Bao;Ren Zhang;Huizan Wang;Hengqian Yan;Jian Chen;Yangjun Wang
18 Analyzing the effects of sea ice melting and atmospheric heat transport on the warming around arctic based on comparable analysis and coupling modes 期刊论文 Hongqian Wu;Ren Zhang;Yangjun Wang;Mei Hong;Hengqian Yan;Jilin Zhu
19 Evaluating the contribution of satellite measurements to the re-construction of three-dimensional ocean temperature fields in combination with Argo profiles 期刊论文 Jian Chen;Hengqian Yan;Senliang Bao
20 The Inconsistent Pairs Between In Situ Observations of Near Surface Salinity and Multiple Remotely Sensed Salinity Data 期刊论文 Hengqian Yan;Huizan Wang;Ren Zhang;Senliang Bao;Jian Chen;Gongjie Wang
21 Practical Dynamical-Statistical Reconstruction of Ocean’s Interior from Satellite Observations 期刊论文 Hengqian Yan;Ren Zhang;Huizan Wang;Senliang Bao;Chengzu Bai
22 Risk Assessment of Marine Environments Along the South China Sea and North Indian Ocean on the Basis of a Weighted Bayesian Network 期刊论文 Ming Li;Ren Zhang;Kefeng Liu
23 Spatial and temporal scales of sea surface salinity in the tropical Indian Ocean from SMOS, Aquarius and SMAP 期刊论文 Senliang Bao;Huizan Wang;Ren Zhang;Hengqian Yan;Jian Chen
24 Machine Learning Incorporated With Causal Analysis for Short-Term Prediction of Sea Ice 期刊论文 Ming Li;Ren Zhang;Kefeng Liu
25 一种基于海洋实测数据的表层准地转重构方法及系统 专利 陈建;闫恒乾;张韧;王辉赞
26 Assessment of underwater navigation safety based on dynamic Bayesian network facing uncertain knowledge and various information 期刊论文 Ming Li;Ren Zhang;Xi Chen;Kefeng Liu
27 Feasibility of the Northeast Passage: The role of vessel speed, route planning, and icebreaking assistance determined by sea-ice conditions for the container shipping market during 2020–2030 期刊论文 Wang Yangjun;Liu Kefeng;Zhang Ren;Qian Longxia;Shan Yulong
28 A New Ensemble Learning Algorithm Combined with Causal Analysis for Bayesian Network Structural Learning 期刊论文 Ming Li;Ren Zhang;Kefeng Liu
29 Observed spatiotemporal variation of three-dimensional structure and heat/salt transport of anticyclonic mesoscale eddy in Northwest Pacific 期刊论文 Jun Dai;Huizan Wang;Weimin Zhang;Yuzhu An;Ren Zhang
30 基于多源卫星遥感资料的全球水下温盐剖面智能重构方法 专利 鲍森亮
31 基于信息嵌合深度FFNN模型的温盐重构方法及系统 专利 陈建;闫恒乾;张韧;王辉赞
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