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Assessment of snow simulation using Noah-MP land surface model forced by various precipitation sources in the Central Tianshan Mountains, Central Asia
期刊论文
ATMOSPHERIC RESEARCH, 2024, 卷号: 300, 页码: 17
作者:
Yang, Tao
;
Chen, Xi
;
Hamdi, Rafiq
;
Li, Qian
;
Cui, Fengqi
收藏
  |  
浏览/下载:142/0
  |  
提交时间:2024/04/19
Snow simulation
Precipitation sources
Land surface model
Convection-permitting modeling
Tianshan Mountains
Hyper-parameter optimization for improving the performance of localization in an iterative ensemble smoother
期刊论文
GEOENERGY SCIENCE AND ENGINEERING, 2023, 卷号: 231, 页码: 20
作者:
Luo, Xiaodong
;
Cruz, William C.
;
Zhang, Xin-Lei
;
Xiao, Heng
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  |  
浏览/下载:2/0
  |  
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)
DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
作者:
Lv JQ(吕家琦)
;
Hong QZ(洪启臻)
;
Wang XY(王小永)
;
Mao, Zhiping
;
Sun QH(孙泉华)
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  |  
浏览/下载:14/0
  |  
提交时间:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:
Sibo Cheng
;
César Quilodrán-Casas
;
Said Ouala
;
Alban Farchi
;
Che Liu
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  |  
浏览/下载:12/0
  |  
提交时间:2023/05/29
Data assimilation (DA)
deep learning
machine learning (ML)
reduced-order-modelling
uncertainty quantification (UQ)
Climate Sensitivities of Carbon Turnover Times in Soil and Vegetation: Understanding Their Effects on Forest Carbon Sequestration
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2022, 卷号: 127, 期号: 3
作者:
Ge, Rong
;
He, Honglin
;
Zhang, Li
;
Ren, Xiaoli
;
Williams, Mathew
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
soil carbon turnover time
vegetation carbon turnover time
climate sensitivity
forest carbon sequestration
Acoustic Inversion for Uncertainty Reduction in Reynolds-Averaged Navier-Stokes-Based Jet Noise Prediction
期刊论文
AIAA JOURNAL, 2021, 页码: 16
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Wu, Ting
;
He, Guowei
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  |  
浏览/下载:27/0
  |  
提交时间:2022/03/05
Terrestrial carbon cycle model-data fusion: Progress and challenges
期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 页码: 13
作者:
Li, Xin
;
Ma, Hanqing
;
Ran, Youhua
;
Wang, Xufeng
;
Zhu, Gaofeng
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  |  
浏览/下载:45/0
  |  
提交时间:2021/11/05
Carbon cycle
Model-data fusion
Data assimilation
Parameter estimation
Remote sensing
Uncertainty
Stereoscopic Monitoring A Promising Strategy to Advance Diagnostic and Prediction of Air Pollution
期刊论文
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2021, 卷号: 102
作者:
Liu, Cheng
;
Gao, Meng
;
Hu, Qihou
;
Brasseur, Guy P.
;
Carmichael, Gregory R.
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  |  
浏览/下载:11/0
  |  
提交时间:2021/06/21
Simulating flash flood hydrographs and behavior metrics across China: Implications for flash flood management
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 763, 页码: 19
作者:
Zhai, Xiaoyan
;
Zhang, Yongyong
;
Zhang, Yongqiang
;
Guo, Liang
;
Liu, Ronghua
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/03/15
Flash flood type
Flash flood behavior metrics
k-means clustering
Hydrological model
Mountainous catchments
PMIF v1.0: assessing the potential of satellite observations to constrain CO2 emissions from large cities and point sources over the globe using synthetic data
期刊论文
GEOSCIENTIFIC MODEL DEVELOPMENT, 2020, 卷号: 13, 期号: 11, 页码: 5813-5831
作者:
Wang, Yilong
;
Broquet, Gregoire
;
Breon, Francois-Marie
;
Lespinas, Franck
;
Buchwitz, Michael
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  |  
浏览/下载:18/0
  |  
提交时间:2021/03/16
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