Assimilating high-resolution winds from a Doppler lidar using an ensemble Kalman filter with lateral boundary adjustment
References
-
, , . Adaptive sampling with the ensemble transform Kalman filter. Part I: theoretical aspects. Mon. Weather Rev. 2001; 129: 420– 436. -
, . Predictability experiments using a high-resolution limited-area model. Mon. Weather Rev. 1987; 115: 488– 504. -
, , . Comparison of initial and boundary condition sensitivity for a limited-area model. Tellus A. 1993; 45: 539– 557. -
, , , . High-resolution weather database for the terminal area of Frankfurt airport. J. Appl. Meteorol. Climatol. 2007; 46: 1913– 1932. -
, . Construction of correlation functions in two and three dimensions. Q. J. Roy. Meteorol. Soc. 1999; 125: 723– 757. -
. Control of lateral boundary conditions in four-dimensional variational data assimilation for a limited area model. Tellus A. 2012; 64: 17518. -
, , . Sensitivity of forecast errors to initial and lateral boundary conditions. Tellus A. 1998; 50: 167– 185. -
, , . Distance-dependent filtering of background error covariance estimates in an ensemble Kalman filter. Mon. Weather Rev. 2001; 129: 2776– 2790. -
, , , , , co-authors. Four-dimensional ensemble Kalman filtering. Tellus A. 2004; 56: 273– 277. -
, , . Efficient data assimilation for spatiotemporal chaos: a local ensemble transform Kalman filter. Physica D. 2007; 230: 112– 126. -
, , , , , co-authors. Temporal evolution and spatial structure of the local easterly wind “kiyokawa-dashi” in Japan part i: coherent Doppler lidar observations. J. Meteorol. Soc. Jpn. 2007; 85: 797– 813. -
, , , , , co-authors. Dual-Doppler lidar observation of horizontal convective rolls and near surface streaks. Geophys. Res. Lett. 2008; 35: 14808. -
, , , , , co-authors. Strong updraft at a sea-breeze front and associated vertical transport of near-surface dense aerosol observed by Doppler lidar and ceilometer. Bound. Layer Meteorol. 2011; 141: 117– 142. -
, . Accelerating the spin-up of ensemble Kalman filtering. Q. J. Roy. Meteorol. Soc. 2010; 136: 1644– 1651. -
, , , , , co-authors. An assimilation and forecasting experiment of the Nerima heavy rainfall with a cloud-resolving nonhydrostatic 4-dimensional variational data assimilation system. J. Meteorol. Soc. Jpn. 2007; 85: 255– 276. -
, , , , . Predictability of a nested limited-area model. Mon. Weather Rev. 2000; 128: 4149– 4154. -
. NHM-LETKF. Tech. Rep. MRI. 2010; 62: 159– 163. -
, . Applying a four-dimensional local ensemble transform Kalman filter (4D-LETKF) to the JMA nonhydrostatic model (NHM). SOLA. 2006; 2: 128– 131. -
, . The local ensemble transform Kalman filter with the weather research and forecasting model: experiments with real observations. Pure Appl. Geophys. 2012; 169: 321– 333. -
, , , . Meteorology and Wake Vortex Influence on American Airlines FL-587 Accident. 2004. Technical Report 213018, Langley Research Center, NASA, 60 pp. -
, , , , , co-authors. Nonhydrostatic atmospheric models and operational development at JMA. J. Meteorol. Soc. Jpn. 2007; 85B: 271– 304. -
, , , . Effect of lateral boundary perturbations on the breeding method and the local ensemble transform Kalman filter for mesoscale ensemble prediction. Tellus A. 2012; 64: 11594. -
, , , , , co-authors. Impacts of GPS-derived water vapor and radial wind measured by Doppler radar on numerical prediction of precipitation. J. Meteorol. Soc. Jpn. 2004; 82: 473– 489. -
, , , . Data assimilation experiments of precipitable water vapour using the LETKF system: intense rainfall event over Japan 28 July 2008. Tellus A. 2011; 63: 402– 414. -
, . Applications of an infrared Doppler lidar in detection of wind shear. J. Atmos. Ocean. Technol. 2008; 25: 637– 655. -
, , . Boundary conditions for limited-area ensemble Kalman filters. Mon. Weather Rev. 2006; 134: 2490– 2502. -
, , . A tutorial on lateral boundary conditions as a basic and potentially serious limitation to regional numerical weather prediction. Bull. Am. Meteorol. Soc. 1997; 78: 2599– 2617. -
. Observation of non-precipitating low-level wind shear using the Doppler lidar for aviation weather. Tenki. 2009; 56: 848– 854 (in Japanese). -
, , . Handling nonlinearity in an ensemble Kalman filter: experiments with the three-variable Lorenz model. Mon. Weather Rev. 2012; 140: 2628– 2646. -
, . Rainfall assimilation through an optimal control of initial and boundary conditions in a limited-area mesoscale model. Mon. Weather Rev. 1996; 124: 2859– 2882.
DOI: https://doi.org/10.3402/tellusa.v67.23473 | Journal eISSN: 3035-9554
Language: English
Page range: 23473 - 23473
Submitted on: Nov 29, 2013
Accepted on: Feb 5, 2015
Published on: Dec 1, 2015
Published by: Stockholm University Press
In partnership with: Paradigm Publishing Services
Keywords:
© 2015 Masahiro Sawada, Tsuyoshi Sakai, Toshiki Iwasaki, Hiromu Seko, Kazuo Saito, Takemasa Miyoshi, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.