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Monthly Weather Review, ISSN 0027-0644, 2014, Volume 142, Issue 10, pp. 3683 - 3695
A set of observing system simulation experiments (OSSEs) demonstrates the potential benefit from ensemble Kalman filter (EnKF) assimilation of total lightning... 
SYSTEM | FORECASTS | PART II | MODEL | METEOROLOGY & ATMOSPHERIC SCIENCES | MESOSCALE | RIME ACCRETION | STEPS | Assimilation | Storms | Lightning | Meteorology | Weather | Climatology | Parametrization | Simulation | Kalman filters | Microphysics
Journal Article
Journal Article
Monthly Weather Review, ISSN 0027-0644, 11/2011, Volume 139, Issue 11, pp. 3446 - 3468
Journal Article
Quarterly Journal of the Royal Meteorological Society, ISSN 0035-9009, 01/2012, Volume 138, Issue 662, pp. 263 - 273
Journal Article
Ocean Modelling, ISSN 1463-5003, 01/2014, Volume 73, pp. 123 - 137
In this paper, four assimilation schemes, including an intermittent assimilation scheme (INT) and three incremental assimilation schemes (IAU 0, IAU 50 and IAU... 
Incremental analysis update scheme | SQB model | Comparison | Ensemble Kalman Filter | Intermittent assimilation scheme | PART I | OCEANOGRAPHY | IMPLEMENTATION | MODEL | METEOROLOGY & ATMOSPHERIC SCIENCES
Journal Article
Atmospheric Chemistry and Physics, ISSN 1680-7316, 05/2015, Volume 15, Issue 10, pp. 5835 - 5850
Journal Article
Monthly Weather Review, ISSN 0027-0644, 2013, Volume 141, Issue 8, pp. 2683 - 2704
This study utilizes ensemble Kalman filter (EnKF) observing system simulation experiments (OSSEs) to analyze the potential impact of assimilating radial... 
CONVECTIVE PARAMETERIZATION | TESTS | PREDICTABILITY | Numerical weather prediction | SCALE DATA ASSIMILATION | MODEL EXPERIMENTS | forecasting | Mesoscale models | METEOROLOGY & ATMOSPHERIC SCIENCES | Ensembles | MESOSCALE | Data assimilation | Studies | Cyclones | Storms | Doppler radar | Meteorology | Assimilation | Imaging | Hurricanes | Doppler effect | Kalman filters | Aircraft | Impact analysis
Journal Article
Monthly Weather Review, ISSN 0027-0644, 2014, Volume 142, Issue 12, pp. 4559 - 4580
This study utilizes an ensemble Kalman filter (EnKF) to assess the impact of assimilating observations of Hurricane Karl from the High-Altitude Imaging Wind... 
Hurricanes/typhoons | Mesoscale models | Kalman filters | Ensembles | Radars/Radar observations | Data assimilation | PARAMETERIZATION | SCALE DATA ASSIMILATION | CONVECTION | MODEL | METEOROLOGY & ATMOSPHERIC SCIENCES | AIRBORNE DOPPLER RADAR | MESOSCALE | Studies | Assimilation | Cyclones | Storms | Meteorology | Boards | NASA | Hurricanes | Mathematical models | Aircraft | Velocity errors
Journal Article
Journal of Geophysics and Engineering, ISSN 1742-2132, 06/2017, Volume 14, Issue 4, pp. 920 - 929
Monitoring the extent and evolution of contaminant plumes in local and regional groundwater systems from existing landfills is critical in contamination... 
data assimilation | inversion | self-potential | unscented Kalman filter | GEOCHEMISTRY & GEOPHYSICS | SIGNALS | PLUMES | OPTIMIZATION | RESISTIVITY | GROUNDWATER
Journal Article
by Lu, HS and Li, XL and Yu, ZB and Horton, R and Zhu, YH and Hao, ZC and Xiang, L
HYDROLOGICAL PROCESSES, ISSN 0885-6087, 12/2010, Volume 24, Issue 25, pp. 3648 - 3660
Journal Article
Monthly Weather Review, ISSN 0027-0644, 11/2005, Volume 133, Issue 11, pp. 3260 - 3275
In situ surface layer observations are a rich data source that could be more effectively utilized in NWP applications. If properly assimilated, data from... 
4-DIMENSIONAL DATA ASSIMILATION | SOIL-MOISTURE | FORECAST MODEL | VARIATIONAL DATA ASSIMILATION | LOW-LEVEL PARAMETERS | SEQUENTIAL ASSIMILATION | SENSITIVITY | ATMOSPHERIC BOUNDARY-LAYER | MESOSCALE MODEL | METEOROLOGY & ATMOSPHERIC SCIENCES | SURFACE OBSERVATIONS | Climate | Kalman filters | Scale models | Weather forecasting | Data assimilation
Journal Article
Monthly Weather Review, ISSN 0027-0644, 07/2012, Volume 140, Issue 7, pp. 2359 - 2371
Ensemble Kalman filters use the sample covariance of an observation and a model state variable to update a prior estimate of the state variable. The sample... 
Ensembles | Data assimilation | SYSTEM | IMPLEMENTATION | METEOROLOGY & ATMOSPHERIC SCIENCES | SMALL MODEL | ATMOSPHERE | COVARIANCE INFLATION | BALANCE | Studies | Variables | Economic models | Kalman filters | Estimates
Journal Article
Journal Article
Monthly Weather Review, ISSN 0027-0644, 2016, Volume 144, Issue 3, pp. 913 - 925
Journal Article
Proceedings of SPIE - The International Society for Optical Engineering, ISSN 0277-786X, 2013, Volume 8869
Accurate estimation of variability of the surface heat fluxes is very important in the hydrological, meteorological, and agricultural applications. Community... 
sensible heat flux | latent heat flux | Community Land Model (CLM) | data assimilation | ensemble Kalman filter (EnKF) | Latent heat | Uncertainty | Communities | Flux | Mathematical models | Fluxes | Land | Data assimilation
Conference Proceeding