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Chinese Academy of Sciences Institutional Repositories Grid
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Improvement of an extended ensemble coupled data Assimilation-Forecast system and its application in El Nino diversity predictions
期刊论文
OAI收割
OCEAN & COASTAL MANAGEMENT, 2024, 卷号: 247, 页码: 15
作者:
Gao, Yanqiu
;
Zhang, Jicai
;
Liu, Kui
;
Chen, Haibo
;
Xu, Minjie
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/04/07
Ensemble Kalman filter
Data assimilation
Forecast system
Hyper-parameter optimization for improving the performance of localization in an iterative ensemble smoother
期刊论文
OAI收割
GEOENERGY SCIENCE AND ENGINEERING, 2023, 卷号: 231, 页码: 20
作者:
Luo, Xiaodong
;
Cruz, William C.
;
Zhang, Xin-Lei
;
Xiao, Heng
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/01/08
Ensemble data assimilation
Iterative ensemble smoother (IES)
Automatic and adaptive localization
(AutoAdaLoc)
Parameterized localization
Continuous hyper-parameter OPtimization
(CHOP)
Potential causes of megapluvials in the Yangtze-Huaihe River valley over the last millennium
期刊论文
OAI收割
GLOBAL AND PLANETARY CHANGE, 2023, 卷号: 231, 页码: 104292
作者:
Bai, Mengxin
;
Zheng, Jingyun
;
Zhang, Liang
;
Xing, Pei
;
Wu, Maowei
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/01/04
Yangtze -Huaihe River valley
Megapluvial
Last millennium
Air -land interaction
Teleconnection
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
OAI收割
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
Quick estimation of parameters for the land surface data assimilation system and its influence based on the extended Kalman filter and automatic differentiation
期刊论文
OAI收割
SCIENCE CHINA-EARTH SCIENCES, 2023, 卷号: 66, 期号: 11, 页码: 2546-2562
作者:
Tian, Jiaxin
;
Lu, Hui
;
Yang, Kun
;
Qin, Jun
;
Zhao, Long
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/11/29
Soil moisture
Data assimilation
Parameter optimization
Bias correction
Error estimation
Automatic differentiation
Matrix Approach to Accelerate Spin-Up of CLM5
期刊论文
OAI收割
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2023, 卷号: 15, 期号: 8, 页码: 16
作者:
Liao, Cuijuan
;
Lu, Xingjie
;
Huang, Yuanyuan
;
Tao, Feng
;
Lawrence, David M.
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/10/09
carbon cycle
terrestrial biogeochemistry model
spin-up
Improving Surface Soil Moisture Estimation Through Assimilating Satellite Land Surface Temperature With a Linear SM-LST Relationship
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 7777-7790
作者:
Tian, Jiaxin
;
Lu, Hui
;
Yang, Kun
;
Qin, Jun
;
Zhao, Long
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/10/09
Land data assimilation
land surface temperature
observation operator
soil moisture
Simulating canopy carbonyl sulfide uptake of two forest stands through an improved ecosystem model and parameter optimization using an ensemble Kalman filter
期刊论文
OAI收割
ECOLOGICAL MODELLING, 2023, 卷号: 475, 页码: 11
作者:
Chen, Bin
;
Wang, Pengyuan
;
Wang, Shaoqiang
;
Ju, Weimin
;
Liu, Zhenhai
  |  
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2023/01/30
Carbonyl sulfide
Ensemble Kalman filter
Parameter optimization
Data assimilation
Simulating canopy carbonyl sulfide uptake of two forest stands through an improved ecosystem model and parameter optimization using an ensemble Kalman filter
期刊论文
OAI收割
ECOLOGICAL MODELLING, 2023, 卷号: 475, 页码: 11
作者:
Chen, Bin
;
Wang, Pengyuan
;
Wang, Shaoqiang
;
Ju, Weimin
;
Liu, Zhenhai
  |  
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2023/01/30
Carbonyl sulfide
Ensemble Kalman filter
Parameter optimization
Data assimilation
Global Evaluation of Runoff Simulation From Climate, Hydrological and Land Surface Models
期刊论文
OAI收割
WATER RESOURCES RESEARCH, 2023, 卷号: 59, 期号: 1, 页码: e2021WR031817
作者:
Hou, Ying
;
Guo, Hui
;
Yang, Yuting
;
Liu, Wenbin
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/04
runoff evaluation
CMIP6
ISIMIP2a
GLDAS
climate model
global hydrological model
land surface model