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Validity of the Tangent Linear Approximation in a Moist Convective Cloud Model
Publisher: American Meteorological Society
Abstract: The validity of the moist tangent linear model (TLM) derived from a time-dependent 1D Eulerian cloud model is investigated by comparing TLM solutions to differences between results from a nonlinear model identically ...
Sensitivity Analysis of a Moist 1D Eulerian Cloud Model Using Automatic Differentiation
Publisher: American Meteorological Society
Abstract: An automatic differentiation tool (ADIFOR) is applied to a warm-rain, time-dependent 1D cloud model to study the influence of input parameter variability, including that associated with the initial state as well as physical ...
Sensitivity Analysis of a 3D Convective Storm: Implications for Variational Data Assimilation and Forecast Error
Publisher: American Meteorological Society
Abstract: In this study a nonhydrostatic 3D cloud model, along with an automatic differentiation tool, is used to investigate the sensitivity of a supercell storm to prescribed errors (perturbations) in the water vapor field. The ...
Application of the Quasi-Inverse Method to Data Assimilation
Publisher: American Meteorological Society
Abstract: Four-dimensional variational data assimilation (4D-Var) seeks to find an optimal initial field that minimizes a cost function defined as the squared distance between model solutions and observations within an assimilation ...
Systematic Variation of Summertime Tropical Cyclone Activity in the Western North Pacific in Relation to the Madden–Julian Oscillation
Publisher: American Meteorological Society
Abstract: The variability of observed tropical cyclone (TC) activity (i.e., genesis, track, and landfall) in the western North Pacific (WNP) is examined in relation to the various categories of the Madden?Julian oscillation (MJO) ...
Soil Surface Energy and Water Budgets during a Monsoon Season in Korea
Publisher: American Meteorological Society
Abstract: In this study, attention has been focused on the climatology of some variables linked to the turbulent exchanges of heat and water vapor in the surface layer during a summer monsoon in Korea. In particular, the turbulent ...
Dipole Structure of Interannual Variations in Summertime Tropical Cyclone Activity over East Asia
Publisher: American Meteorological Society
Abstract: The present study examines variations in summertime (July?September) tropical cyclone (TC) activity over East Asia during the period 1951?2003. To represent TC activity, a total of 853 TC best tracks for the period were ...