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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
收藏
  |  
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)
A Multiscale Assimilation Approach to Improve Fine-Resolution Leaf Area Index Dynamics
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 10, 页码: 8153-8168
作者:
Jin Huaan
;
Li Ainong
;
Yin Gaofei
;
Xiao Zhiqiang
;
Bian Jinhu
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2019/11/26
Data assimilation
downscaling
Landsat
MODIS
multiscale
The Integration of Photodiode and Camera for Visible Light Positioning by Using Fixed-Lag Ensemble Kalman Smoother
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 11
作者:
Zhuang, Yuan
;
Wang, Qin
;
Li, You
;
Gao, Zhouzheng
;
Zhou, Bingpeng
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  |  
浏览/下载:13/0
  |  
提交时间:2019/12/05
Fixed-lag ensemble Kalman smoother
visible light positioning
navigation
tracking
data fusion
Surrogate model based iterative ensemble smoother for subsurface flow data assimilation
期刊论文
ADVANCES IN WATER RESOURCES, 2017
Chang, Haibin
;
Liao, Qinzhuo
;
Zhang, Dongxiao
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  |  
浏览/下载:4/0
  |  
提交时间:2017/12/03
Data assimilation
Iterative ensemble smoother
Surrogate model
Independent parameters
Subsurface flow
PARTIAL-DIFFERENTIAL-EQUATIONS
STOCHASTIC COLLOCATION METHOD
RANDOM INPUT DATA
KALMAN FILTER
UNCERTAINTY QUANTIFICATION
HYDRAULIC CONDUCTIVITY
CONTAMINANT TRANSPORT
PARAMETERS
FIELDS
NONSTATIONARY
Improving soil moisture estimation with a dual ensemble Kalman smoother by jointly assimilating AMSR-E brightness temperature and MODIS LST
期刊论文
Remote Sensing, 2017, 卷号: 9, 期号: 3
作者:
Chen, Weijing
;
Shen, Huanfeng
;
Huang, Chunlin
;
Li, Xin
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/06
Improving Soil Moisture Estimation with a Dual Ensemble Kalman Smoother by Jointly Assimilating AMSR-E Brightness Temperature and MODIS LST
期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 3
作者:
Chen, Weijing
;
Shen, Huanfeng
;
Huang, Chunlin
;
Li, Xin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
data assimilation
soil moisture
state-parameter estimation
AMSR-E
MODIS
Common Land Model
Assimilating multi-source data into land surface model to simultaneously improve estimations of soil moisture, soil temperature, and surface turbulent fluxes in irrigated fields
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2016, 卷号: 230, 页码: 142-156
作者:
Huang, Chunlin
;
Chen, Weijing
;
Li, Yan
;
Shen, Huanfeng
;
Li, Xin
收藏
  |  
浏览/下载:186/0
  |  
提交时间:2019/10/09
Data assimilation
Ensemble Kalman Smoother
Soil moisture
Soil temperature
Surface turbulent fluxes
Common Land Model
Assimilation of temperature and hydraulic gradients for quantifying the spatial variability of streambed hydraulics
期刊论文
WATER RESOURCES RESEARCH, 2016
Huang, Xiang
;
Andrews, Charles B.
;
Liu, Jie
;
Yao, Yingying
;
Liu, Chuankun
;
Tyler, Scott W.
;
Selker, John S.
;
Zheng, Chunmiao
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2017/12/04
groundwater-surface water interaction
heat transport
DTS
EnKF
EnKS
hyporheic zone
heterogeneity
SURFACE-WATER INTERACTIONS
RIVER-AQUIFER INTERACTIONS
TIME-SERIES
GROUNDWATER DISCHARGE
THERMAL REFUGIA
LOSING STREAM
REACH-SCALE
HEAT
CONDUCTIVITY
TRACER
Assimilating multi-source data into land surface model to simultaneously improve estimations of soil moisture, soil temperature, and surface turbulent fluxes in irrigated fields
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2016, 卷号: 230
作者:
Huang, Chunlin
;
Chen, Weijing
;
Li, Yan
;
Shen, Huanfeng
;
Li, Xin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
Data assimilation
Ensemble Kalman Smoother
Soil moisture
Soil temperature
Surface turbulent fluxes
Common Land Model
Simultaneous estimation of surface soil moisture and soil properties with a dual ensemble Kalman smoother
期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2015, 卷号: 58, 期号: 12, 页码: 2327-2339
作者:
Chu Nan
;
Huang ChunLin
;
Li Xin
;
Du PeiJun
收藏
  |  
浏览/下载:88/0
  |  
提交时间:2019/10/09
soil moisture
soil properties
data assimilation
state-parameter estimation
dual ensemble Kalman smoother
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