标题
Multivariate and Multiscale Data Assimilation in Terrestrial Systems: A Review
作者
关键词
-
出版物
SENSORS
Volume 12, Issue 12, Pages 16291-16333
出版商
MDPI AG
发表日期
2012-11-27
DOI
10.3390/s121216291
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Ensemble Kalman filter versus particle filter for a physically-based coupled surface–subsurface model
- (2012) Damiano Pasetto et al. ADVANCES IN WATER RESOURCES
- Assimilation of passive and active microwave soil moisture retrievals
- (2012) C. S. Draper et al. GEOPHYSICAL RESEARCH LETTERS
- Jointly mapping hydraulic conductivity and porosity by assimilating concentration data via ensemble Kalman filter
- (2012) Liangping Li et al. JOURNAL OF HYDROLOGY
- Examining the effectiveness and robustness of sequential data assimilation methods for quantification of uncertainty in hydrologic forecasting
- (2012) Caleb M. DeChant et al. WATER RESOURCES RESEARCH
- Surface heat flux estimation with the ensemble Kalman smoother: Joint estimation of state and parameters
- (2012) S. M. Bateni et al. WATER RESOURCES RESEARCH
- Identification of time-variant river bed properties with the ensemble Kalman filter
- (2012) Wolfgang Kurtz et al. WATER RESOURCES RESEARCH
- Parameter estimation by ensemble Kalman filters with transformed data: Approach and application to hydraulic tomography
- (2012) A. Schöniger et al. WATER RESOURCES RESEARCH
- Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states
- (2011) Haksu Lee et al. ADVANCES IN WATER RESOURCES
- An approach to handling non-Gaussianity of parameters and state variables in ensemble Kalman filtering
- (2011) Haiyan Zhou et al. ADVANCES IN WATER RESOURCES
- Multi-scale assimilation of root zone soil water predictions
- (2011) Haishen Lü et al. HYDROLOGICAL PROCESSES
- Improving Spatial Soil Moisture Representation Through Integration of AMSR-E and MODIS Products
- (2011) Jongyoun Kim et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Validation of SMOS Brightness Temperatures During the HOBE Airborne Campaign, Western Denmark
- (2011) Simone Bircher et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Root zone soil moisture from the assimilation of screen-level variables and remotely sensed soil moisture
- (2011) C. S. Draper et al. JOURNAL OF GEOPHYSICAL RESEARCH
- A data assimilation method for using low-resolution Earth observation data in heterogeneous ecosystems
- (2011) T. C. Hill et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Hydraulic parameter estimation by remotely-sensed top soil moisture observations with the particle filter
- (2011) Carsten Montzka et al. JOURNAL OF HYDROLOGY
- Adaptive Ensemble Covariance Localization in Ensemble 4D-VAR State Estimation
- (2011) Craig H. Bishop et al. MONTHLY WEATHER REVIEW
- A Network of Terrestrial Environmental Observatories in Germany
- (2011) Steffen Zacharias et al. VADOSE ZONE JOURNAL
- How much improvement can precipitation data fusion achieve with a Multiscale Kalman Smoother-based framework?
- (2011) Shugong Wang et al. WATER RESOURCES RESEARCH
- Assessment of local hydraulic properties from electrical resistivity tomography monitoring of a three-dimensional synthetic tracer test experiment
- (2011) M. Camporese et al. WATER RESOURCES RESEARCH
- Multiscale assimilation of Advanced Microwave Scanning Radiometer-EOS snow water equivalent and Moderate Resolution Imaging Spectroradiometer snow cover fraction observations in northern Colorado
- (2011) Gabriëlle J. M. De Lannoy et al. WATER RESOURCES RESEARCH
- Modeling transient groundwater flow by coupling ensemble Kalman filtering and upscaling
- (2011) Liangping Li et al. WATER RESOURCES RESEARCH
- Data assimilation for distributed hydrological catchment modeling via ensemble Kalman filter
- (2010) Xianhong Xie et al. ADVANCES IN WATER RESOURCES
- Radiance data assimilation for operational snow and streamflow forecasting
- (2010) Caleb Dechant et al. ADVANCES IN WATER RESOURCES
- Dual state-parameter estimation of root zone soil moisture by optimal parameter estimation and extended Kalman filter data assimilation
- (2010) Haishen Lü et al. ADVANCES IN WATER RESOURCES
- Groundwater parameter estimation using the ensemble Kalman filter with localization
- (2010) Tongchao Nan et al. HYDROGEOLOGY JOURNAL
- Impact of Accuracy, Spatial Availability, and Revisit Time of Satellite-Derived Surface Soil Moisture in a Multiscale Ensemble Data Assimilation System
- (2010) Ming Pan et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- An Algorithm for Merging SMAP Radiometer and Radar Data for High-Resolution Soil-Moisture Retrieval
- (2010) Narendra N. Das et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Multisensor snow data assimilation at the continental scale: The value of Gravity Recovery and Climate Experiment terrestrial water storage information
- (2010) Hua Su et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Beyond Gaussian Statistical Modeling in Geophysical Data Assimilation
- (2010) Marc Bocquet et al. MONTHLY WEATHER REVIEW
- The Soil Moisture Active Passive (SMAP) Mission
- (2010) Dara Entekhabi et al. PROCEEDINGS OF THE IEEE
- An improved algorithm for disaggregating microwave-derived soil moisture based on red, near-infrared and thermal-infrared data
- (2010) Olivier Merlin et al. REMOTE SENSING OF ENVIRONMENT
- Snow water equivalent prediction using Bayesian data assimilation methods
- (2010) Marc Leisenring et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Ensemble smoother assimilation of hydraulic head and return flow data to estimate hydraulic conductivity distribution
- (2010) R. Bailey et al. WATER RESOURCES RESEARCH
- Surface-subsurface flow modeling with path-based runoff routing, boundary condition-based coupling, and assimilation of multisource observation data
- (2010) M. Camporese et al. WATER RESOURCES RESEARCH
- The current state of carbon-cycle data assimilation
- (2010) Peter J Rayner Current Opinion in Environmental Sustainability
- The ensemble Kalman filter for combined state and parameter estimation
- (2009) IEEE CONTROL SYSTEMS MAGAZINE
- Simultaneous estimation of both soil moisture and model parameters using particle filtering method through the assimilation of microwave signal
- (2009) Jun Qin et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Automatic state updating for operational streamflow forecasting via variational data assimilation
- (2009) Dong-Jun Seo et al. JOURNAL OF HYDROLOGY
- On the Efficacy of Combining Thermal and Microwave Satellite Data as Observational Constraints for Root-Zone Soil Moisture Estimation
- (2009) Damian J. Barrett et al. JOURNAL OF HYDROMETEOROLOGY
- A Multiscale Ensemble Filtering System for Hydrologic Data Assimilation. Part I: Implementation and Synthetic Experiment
- (2009) Ming Pan et al. JOURNAL OF HYDROMETEOROLOGY
- Particle Filtering in Geophysical Systems
- (2009) Peter Jan van Leeuwen MONTHLY WEATHER REVIEW
- Comparison of Data Assimilation Techniques for a Coupled Model of Surface and Subsurface Flow
- (2009) Matteo Camporese et al. VADOSE ZONE JOURNAL
- Best unbiased ensemble linearization and the quasi-linear Kalman ensemble generator
- (2009) W. Nowak WATER RESOURCES RESEARCH
- Ensemble-based assimilation of discharge into rainfall-runoff models: A comparison of approaches to mapping observational information to state space
- (2009) Valentijn R. N. Pauwels et al. WATER RESOURCES RESEARCH
- Ensemble Kalman filter data assimilation for a process-based catchment scale model of surface and subsurface flow
- (2009) Matteo Camporese et al. WATER RESOURCES RESEARCH
- Using data assimilation to identify diffuse recharge mechanisms from chemical and physical data in the unsaturated zone
- (2009) Gene-Hua Crystal Ng et al. WATER RESOURCES RESEARCH
- Hydrological data assimilation with the ensemble Kalman filter: Use of streamflow observations to update states in a distributed hydrological model
- (2008) Martyn P. Clark et al. ADVANCES IN WATER RESOURCES
- Data assimilation methods in the Earth sciences
- (2008) Rolf H. Reichle ADVANCES IN WATER RESOURCES
- Investigation of flow and transport processes at the MADE site using ensemble Kalman filter
- (2008) Gaisheng Liu et al. ADVANCES IN WATER RESOURCES
- Estimating transpiration and the sensitivity of carbon uptake to water availability in a subalpine forest using a simple ecosystem process model informed by measured net CO2 and H2O fluxes
- (2008) David J.P. Moore et al. AGRICULTURAL AND FOREST METEOROLOGY
- Joint assimilation of surface soil moisture and LAI observations into a land surface model
- (2008) Joaquín Muñoz Sabater et al. AGRICULTURAL AND FOREST METEOROLOGY
- Model-Based Satellite Image Fusion
- (2008) H. Aanaes et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Earth-Viewing L-Band Radiometer Sensing of Sea Surface Scattered Celestial Sky Radiation—Part II: Application to SMOS
- (2008) N. Reul et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Effects of uncertainty magnitude and accuracy on assimilation of multiscale measurements for snowpack characterization
- (2008) Michael Durand et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Improvements to the Community Land Model and their impact on the hydrological cycle
- (2008) K. W. Oleson et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Assimilation of GRACE Terrestrial Water Storage Data into a Land Surface Model: Results for the Mississippi River Basin
- (2008) Benjamin F. Zaitchik et al. JOURNAL OF HYDROMETEOROLOGY
- An Ensemble Multiscale Filter for Large Nonlinear Data Assimilation Problems
- (2008) Yuhua Zhou et al. MONTHLY WEATHER REVIEW
- Towards deterministic downscaling of SMOS soil moisture using MODIS derived soil evaporative efficiency
- (2008) O MERLIN et al. REMOTE SENSING OF ENVIRONMENT
- Hydrologic Remote Sensing and Land Surface Data Assimilation
- (2008) Hamid Moradkhani SENSORS
- Real-time groundwater flow modeling with the Ensemble Kalman Filter: Joint estimation of states and parameters and the filter inbreeding problem
- (2008) H. J. Hendricks Franssen et al. WATER RESOURCES RESEARCH
- Assimilation of SPOT/VEGETATION NDVI data into a sahelian vegetation dynamics model
- (2007) L JARLAN et al. REMOTE SENSING OF ENVIRONMENT
- Retrieving soil temperature profile by assimilating MODIS LST products with ensemble Kalman filter
- (2007) C HUANG et al. REMOTE SENSING OF ENVIRONMENT
- Estimation of regional terrestrial water cycle using multi-sensor remote sensing observations and data assimilation
- (2007) M PAN et al. REMOTE SENSING OF ENVIRONMENT
- An evaluation of the nonlinear/non-Gaussian filters for the sequential data assimilation
- (2007) X HAN et al. REMOTE SENSING OF ENVIRONMENT
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search