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Average values with nan value

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JAVAD
JAVAD am 16 Mär. 2023
Kommentiert: Adam Danz am 22 Mär. 2023
Hi
I have a matrix with 3 dimentions; i,j,t(time).
I try to calculate mean value for each time step but the matter is we have some nan-values. I have four basins and decide to calculate avrage for each basin seperately. It doesnot work properly
............................................
for t= 1:length(time)
if j>85
U1(t)=nanmean(Uwind,'all')
else if j>65 & j<85
U2(t)=nanmean(Uwind,'all')
else if j>25 & j<65
U3(t)=nanmean(Uwind,'all')
else
U4(t)=nanmean(Uwind,'all')
end
end
end
end

Akzeptierte Antwort

Antoni Garcia-Herreros
Antoni Garcia-Herreros am 16 Mär. 2023
Not exacty sure what you mean by U1(t). I you want to calculate the mean (excluding NaNs) for each timestep for all i and a specified range of j this should work.
U4=nanmean(Uwind(:,1:25,:),[1,2]);
U3=nanmean(Uwind(:,26:64,:),[1,2]);
U2=nanmean(Uwind(:,65:84,:),[1,2]);
U1=nanmean(Uwind(:,65:end,:),[1,2]);
  1 Kommentar
Adam Danz
Adam Danz am 22 Mär. 2023
Instead of nanmean, use mean with the omitnan flag.
For example,
U4 = mean(Uwind(:,1:25,:),[1,2],'omitnan');
mean has more capabilities such as supporting tall arrays, GPU arrays, and code generation, works better with tables, etc. nanmean is discouraged starting in MATLAB R2020b.

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Cameron
Cameron am 16 Mär. 2023
myArray = nan(8,1); %array of nan values
indx = 1:2:7; %index to populate that array
myArray(indx,1) = rand(length(indx),1) %have some nan and some numbers
myArray = 8×1
0.1698 NaN 0.0233 NaN 0.8454 NaN 0.6111 NaN
mean(myArray(~isnan(myArray))) %take the average of only the numbers
ans = 0.4124

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