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Abstract. Vertical wind velocity and its fluctuations are essential parameters in the atmospheric boundary layer (ABL) to determine turbulent fluxes and scaling parameters for ABL processes. The typical instrument to measure fluxes of momentum and heat in the surface layer are sonic anemometers. Without the infrastructure of meteorological masts and above the typical heights of these masts, in situ point measurements of the three-dimensional wind vector are hardly available. We present a method to obtain the three-dimensional wind vector from avionic data of small multicopter uncrewed aircraft systems (UAS). To achieve a good accuracy in both average and fluctuating parts of the wind components, calibrated motor thrusts and measured accelerations by the UAS are used. In a validation campaign, in comparison to sonic anemometers on a 99âm mast, accuracies below 0.2âmâsâ1 are achieved for the mean wind components and below 0.2âm2âsâ2 for their variances. The spectra of variances and covariances show good agreement with the sonic anemometer up to 1âHz temporal resolution. A case study of continuous measurements in a morning transition of a convective boundary layer with five UAS illustrates the potential of such measurements for ABL research.
For decades, closure of the surface energy balance (SEB) has remained an outstanding problem for the atmospheric boundary layer (ABL) community. Despite many attempts at achieving closure following systematic approaches, universal closure remains elusive and only on rare occasions is it achieved. In this work, data from the unique spatial deployment of sensors from the Idealized Planar Array experiment for Quantifying Spatial heterogeneity (IPAQS 2019) field campaign are used to compute the threeâdimensional SEB. Results are compared with the traditional oneâdimensional SEB approach. The threeâdimensional SEB uses an integrated approach derived from the temperature tendency equation for a 400âm prefixĂ$$ \times $$ 400âm prefixĂ$$ \times $$ 2âm control volume over nearâcanonical terrain, where the only complexities arise from timeâpersistent surface thermal heterogeneities. Often neglected transport terms, such as advection and dispersive fluxes, are assessed and studied. Results show that, when using a threeâdimensional approach, it is possible to obtain an improved closure of the SEB during convective periods that can attain residual values of the order of accuracy of the instrumentation. Lastly, a theoretical development to account for the flux imbalance is presented that shows a promising approach for scaling the contribution of mean advective transport using onsite measurable variables.
Land surface heterogeneity in conjunction with ambient winds influences the convective atmospheric boundary layer by affecting the distribution of incoming solar radiation and forming secondary circulations. This study performed coupled largeâeddy simulation (ICONâLEM) with a land surface model (TERRAâML) over a flat river corridor mimicked by soil moisture heterogeneity to investigate the impact of ambient winds on secondary circulations. The coupled model employed doubleâperiodic boundary conditions with a spatial scale of 4.8Â km. All simulations used the same idealized initial atmospheric conditions with constant incident radiation of 700 Wâ mâ2 and various ambient winds with different speeds (0 to 16âmâ sâ1) and directions (e.g., crossâriver, parallelâriver, and mixed). The atmospheric states are decomposed into ensembleâaveraged, mesoscale, and turbulence. The results show that the secondary circulation structure persists under the parallelâriver wind conditions independently of the wind speed but is destroyed when the crossâriver wind is stronger than 2Â mâ sâ1. The soil moisture and wind speed determine the influence on the surface energy distribution independent of the wind direction. However, secondary circulations increase advection and dispersive heat flux while decreasing turbulent energy flux. The vertical profiles of the wind variance reflect the secondary circulation, and the maximum value of the mesoscale vertical wind variance indicates the secondary circulation strength. The secondary circulation strength positively scales with the Bowen ratio, stability parameter (âZi/L), and thermal heterogeneity parameter under crossâriver wind and mixed wind conditions. The proposed similarity analyses and scaling approach provide a new quantitative perspective on the impact of the ambient wind under heteronomous soil moisture conditions on secondary circulation.
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