Calculating u and v components from wind direction and speed
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I would like to plot a wind filed on a map.
I have lat vector, lon vector, wind speed vector and wind direction vector.
As far as I understand the simplest way is to use quiverm or quiver (but quiver can't plot over a map).
To use both function I need the u and v components, and I don't have them, and I don't have the angle for the cos and sin functions in these formulas.
How can calculate them? converting wind direction to math degrees (in a formula) isn't straight forward.
Appricate your help for the easiest way.
Les Beckham on 19 Apr 2022
Edited: Les Beckham on 19 Apr 2022
Actually, it is straightforward.
v (North (y) component) and u (East (x) component) can be calculated from S (wind speed) and D (direction) as follows
S = 10; % example - replace with your data
D = 30; % example, wind coming from the North-northeast
D = 270 - D; % convert wind direction to Matlab graphics coordinate convention
u = S*cosd(D);
v = S*sind(D);
More Answers (1)
Tala on 19 Apr 2022
Edited: Tala on 19 Apr 2022
I have done similar tasks before. If you have experimental data, your sensor should generate two time histories; velocity (Mag) and direction (Dir) with identical length, depending on your smapling frequency. To th ebest of knowledge, no sensor can read in 3D, you need to rotate your sensor if you want Z direction measurments.
You are right, direction could be tricky because small changes in wind direction could cause significant changes in the probe's reading. In other words, your probe could read between 350 and 10 degrees but in reallity these are all similar values. You need to be strategic about placing your probe at the right angle. If you avarage it out you get 180, completely opposite angle! The graph below shoes the issue:
I could not find the code that I used before, but I did something like this:
% truncating the first and last few data points
%nn= number of points you wanna truncate from the beginning
%mm= number of points you wanna truncate from the end
% now you need to create a x y z domain (in your case lat lon height)
% Vz=0 in this case
Below is the plot I got from my experiments back in the day. I measured the wiind speed around buildings at 3 different heights.