Full-Scale Spectrum of Boundary-Layer Winds

Extensive mean meteorological data and high frequency sonic anemometer data from two sites in Denmark, one coastal onshore and one offshore, have been used to study the full-scale spectrum of boundary-layer winds, over frequencies f from about $$1\,\hbox {yr}^{-1}$$1yr-1 to 10 Hz. 10-min cup anemometer data are used to estimate the spectrum from about $$1\,\hbox {yr}^{-1}$$1yr-1 to $$0.05\,\hbox {min}^{-1}$$0.05min-1; in addition, using 20-Hz sonic anemometer data, an ensemble of 1-day spectra covering the range $$1\,\hbox {day}^{-1}$$1day-1 to 10 Hz has been calculated. The overlapping region in these two measured spectra is in good agreement. Classical topics regarding the various spectral ranges, including the spectral gap, are revisited. Following the seasonal peak at $$1\,\hbox {yr}^{-1}$$1yr-1, the frequency spectrum fS(f) increases with $$f^{+1}$$f+1 and gradually reaches a peak at about $$0.2\,\hbox {day}^{-1}$$0.2day-1. From this peak to about $$1\,\hbox {hr}^{-1}$$1hr-1, the spectrum fS(f) decreases with frequency with a $$-2$$-2 slope, followed by a $$-2/3$$-2/3 slope, which can be described by $$fS(f)=a_1f^{-2/3}+a_2f^{-2}$$fS(f)=a1f-2/3+a2f-2, ending in the frequency range for which the debate on the spectral gap is ongoing. It is shown here that the spectral gap exists and can be modelled. The linear composition of the horizontal wind variation from the mesoscale and microscale gives the observed spectrum in the gap range, leading to a suggestion that mesoscale and microscale processes are uncorrelated. Depending on the relative strength of the two processes, the gap may be deep or shallow, visible or invisible. Generally, the depth of the gap decreases with height. In the low frequency region of the gap, the mesoscale spectrum shows a two-dimensional isotropic nature; in the high frequency region, the classical three-dimensional boundary-layer turbulence is evident. We also provide the cospectrum of the horizontal and vertical components, and the power spectra of the three velocity components over a wide range from $$1\,\hbox {day}^{-1}$$1day-1 to 10 Hz, which is useful in determining the necessary sample duration when measuring turbulence statistics in the boundary layer.

[1]  R. I. Harris The macrometeorological spectrum—a preliminary study , 2008 .

[2]  Erik Lundtang Petersen,et al.  The European Wind Atlas , 1985 .

[3]  H. Panofsky,et al.  Atmospheric Turbulence: Models and Methods for Engineering Applications , 1984 .

[4]  N. Vinnichenko,et al.  The kinetic energy spectrum in the free atmosphere—1 second to 5 years , 1970 .

[5]  J. Weinstock A Theory of Gaps in the Turbulence Spectra of Stably Stratified Shear Flows. , 1980 .

[6]  S. Gryning,et al.  Ten Years of Boundary-Layer and Wind-Power Meteorology at Høvsøre, Denmark , 2015, Boundary-Layer Meteorology.

[7]  Franz Fiedler,et al.  Atmospheric Scales and Spectral Gaps , 1970 .

[8]  E. Lindborg Can the atmospheric kinetic energy spectrum be explained by two-dimensional turbulence? , 1999, Journal of Fluid Mechanics.

[9]  D. Lenschow,et al.  How long is long enough when measuring fluxes and other turbulence statistics , 1994 .

[10]  Hans A. Panofsky,et al.  Properties of spectra of atmospheric turbulence at 100 metres , 1954 .

[11]  G. D. Nastrom,et al.  Theoretical Interpretation of Atmospheric Wavenumber Spectra of Wind and Temperature Observed by Commercial Aircraft During GASP , 1986 .

[12]  Julian C. R. Hunt,et al.  Theory And Measurements For Turbulence Spectra And Variances In The Atmospheric Neutral Surface Layer , 2002 .

[13]  Christopher K. Wikle,et al.  Surface Wind Variability on Spatial Scales from 1 to 1000 km Observed during TOGA COARE , 1999 .

[14]  J. C. Kaimal,et al.  Atmospheric boundary layer flows , 1994 .

[15]  J. Wyngaard,et al.  Taylor's Hypothesis and High–Frequency Turbulence Spectra , 1977 .

[16]  M. S. Courtney,et al.  Wind speed spectrum from one year of continuous 8 Hz measurements , 1990 .

[17]  Jacob Padro,et al.  A mixed spectral finite-difference model for pollutant concentrations over a hill , 1990 .

[18]  Hans Bergström,et al.  Spectra, variances and length scales in a marine stable boundary layer dominated by a low level jet , 1995 .

[19]  I. van der Hoven,et al.  Spectra and cross‐spectra of velocity components in the mesometeorological range , 1955 .

[20]  G. D. Nastrom,et al.  A Climatology of Atmospheric Wavenumber Spectra of Wind and Temperature Observed by Commercial Aircraft , 1985 .

[21]  D. Fritts,et al.  Effects of Doppler shifting on the frequency spectra of atmospheric gravity waves , 1987 .

[22]  S. Larsen,et al.  Cross-Spectra Over the Sea from Observations and Mesoscale Modelling , 2013, Boundary-Layer Meteorology.

[23]  Jakob Mann,et al.  The effects of disjunct sampling and averaging time on maximum mean wind speeds , 2006 .

[24]  J. Dutton,et al.  Empirical Studies of Atmospheric Structure and Spectra in the Free Atmosphere , 1969 .

[25]  Margaret A. LeMone,et al.  Modulation of Turbulence Energy by Longitudinal Rolls in an Unstable Planetary Boundary Layer , 1976 .

[26]  Jake Badger,et al.  Recipes for Correcting the Impact of Effective Mesoscale Resolution on the Estimation of Extreme Winds , 2012 .

[27]  W. Skamarock Evaluating Mesoscale NWP Models Using Kinetic Energy Spectra , 2004 .

[28]  G. D. Nastrom,et al.  On the spectrum of atmospheric velocity fluctuations seen by MST/ST radar and their interpretation , 1985 .

[29]  Xiaoli Guo Larsén,et al.  Spectral structure of mesoscale winds over the water , 2013 .

[30]  H. Panofsky,et al.  POWER-SPECTRUM ANALYSIS OVER LARGE RANGES OF FREQUENCY , 1956 .

[31]  I. V. D. Hoven POWER SPECTRUM OF HORIZONTAL WIND SPEED IN THE FREQUENCY RANGE FROM 0.0007 TO 900 CYCLES PER HOUR , 1957 .

[32]  R. Adrian,et al.  Very large-scale motion in the outer layer , 1999 .

[33]  B. W. Atkinson Meso-Scale Atmospheric Circulations , 1981 .

[34]  Dean Vickers,et al.  The Cospectral Gap and Turbulent Flux Calculations , 2003 .

[35]  Erik Lundtang Petersen,et al.  Aircraft measurements of atmospheric kinetic energy spectra , 1983 .

[36]  U. Högström,et al.  Spectral Gap in Surface-Layer Measurements , 1975 .

[37]  Michael H. Freilich,et al.  Wavenumber Spectra of Pacific Winds Measured by the Seasat Scatterometer , 1986 .

[38]  Rune Lende,et al.  Analysis of long time series of coastal wind , 1998 .

[39]  Xiaoli Guo Larsén,et al.  Application of the spectral correction method to reanalysis data in South Africa , 2014 .

[40]  J. Wyngaard Toward Numerical Modeling in the “Terra Incognita” , 2004 .

[41]  A. Oort,et al.  ON THE KINETIC ENERGY SPECTRUM NEAR THE GROUND , 1969 .

[42]  A. Smedman Occurrence of roll circulations in a shallow boundary layer , 1991 .

[43]  S. Larsen,et al.  Large-Scale Spectral Structure with a Gap in the Stably Stratified Atmosphere , 1985 .