Data from: Can IR images of the water surface be used to quantify the energy spectrum and the turbulent kinetic energy dissipation rate?
Data files
Aug 06, 2023 version files 4.21 GB
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GRL_DataOCF12000.zip
4.21 GB
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README.md
3.07 KB
Jan 17, 2024 version files 4.21 GB
Abstract
The bulk of the dataset is a direct numerical simulation (DNS) of an open channel flow with a shear-free surface. The DNS includes scalar, velocity, and divergence fields over 181 realizations. From the scalar field, another vector field was generated by a method called feature image velocimetry that successively cross-correlates the scalar fields to derive the underlying velocity field. The two velocity fields are then compared by their spectra, one from the DNS and the other derived from the scalar field.
README: Can IR images of the water surface be used to quantify the energy spectrum and the turbulent kinetic energy dissipation rate?
This dataset is of the top layer of a Direct Numerical Simulation (DNS) generated at Karlsruhe Institute of Technology, Karlsruhe Germany See - Pinelli et al. (2022) https://doi.org/10.1017/jfm.2021.1080
A second dataset was generated from the top DNS scaler field by cross-correlating the scaler fields in series. The method of cross-correlation is called Feature image velocimetry See - Metoyer et al. (2020) https://doi.org/10.1175/JTECH-D-19-0183.1
GRL_DataOCF12000\data
Contains a few figures of the DNS surface layer, DNS coordinates "ocf12000_xyz" (used in scripts), and the Feature Image Velocimetry (FIV) dataset "imagedata_w60"
imagedata_w60 - a .mat file that contains:
-imagedata: a set of all 180 73x73 FIV velocity fields where imagedata{:,1} are the U (longitudinal) velocities fields imagedata{:,2} are the V (transverse) velocities fields
Note - this set contains the filtered FIV velocities
-imagedatainterpol: A set of all FIV velocities that interpolated
-imagedataraw: The raw unfiltered FIV velocities
-s: FIV settings table (window size and step size)
-T: image vector containing each image number i.e.: "ocf12000_st_1500.tif", "ocf12000_st_1525.tif", ..., etc.
G09_last60 - a .mat file that contains in the structure S:
-Re: Reynolds number for flow
-note: "G09 Flow statistics (non-dimensional) of last 60 time-units"
-z: verticle diminention
-zs: verticle distance from surface
-urms: verticle profile of U_rms (longitudinal)
-vrms: verticle profile of V_rms (horizontal)
-wrms: verticle profile of W_rms (verticle)
-eps: verticle profile of epsolon (the turbulent kinetic energy dissipation rate)
GRL_DataOCF12000\images
Contains normalized 8-bit ".tif" images of the DNS scalar field
GRL_DataOCF12000\mat
Contains the DNS dataset in ".mat" files.
ocf12000_st_XXXX - DNS mat file containing velocity and scalar fields that are 1152x1552 each and co-located in space and time
-c1: Scalar field with a Schmidt number of 7
-dwdz: Vertical divergence
-parameter: DNS parameters
- Reynolds number of 12000 and schmidt number 7
-t: time stamp
-u: longitudinal velocity field
-v: transverse velocity field
GRL_DataOCF12000\scripts
Contains useful scripts to view and explore the dataset
EK_spectra.m - matlab function that generates spectra for use in spectra_viewer.m
isotropy_epsilon.m - opens and views the vertical profile of isotropy and epsilon
plot_G09_last60.m - time-space averaged vertical profile of epsilon
readsnaptop_ocf.m - Read DNS snapshot from GRL_DataOCF12000\mat
spectra_viewer.m - calculate and view the spectra from the DNS and FIV measurements
Usage notes
The scripts included in the dataset are usable with matlab. Besides some of the plotting, it should be functional with octave.