How to plot Taylor diagram for four time series.
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A =readtable
('Sample data.xlsx')
I have the above five different datasets, i want matlab code to execute Taylor diagram for the dataset taking correlation between insitu and each of the other four model data in the sample data. Kindly help. Thanks.
1 Kommentar
Turlough Hughes
am 2 Jan. 2022
There doesn't appear to be any function for making a taylor diagram in MATLAB. I suggest trying on of these FEX submissions.
Antworten (1)
Meg Noah
am 2 Jan. 2022
Here's how:
Download this:
And the attached allstats.m was from https://github.com/gmaze/gmaze_legacy/blob/master/matlab/codes/statistics/allstats.m
Then use this code:
myData = readtable('Sample data.xlsx');
% STATM(1,:) => Mean
% STATM(2,:) => Standard Deviation (scaled by N)
% STATM(3,:) => Centered Root Mean Square Difference (scaled by N)
% STATM(4,:) => Correlation
stat1 = allstats(myData.insitu,myData.era5);
stat2 = allstats(myData.insitu,myData.ncar_ncep);
stat3 = allstats(myData.insitu,myData.merra2);
stat4 = allstats(myData.insitu,myData.ceres);
STDs = horzcat(stat1(2,:),stat2(2,2),stat3(2,2),stat4(2,2));
RMSs = horzcat(stat1(3,:),stat2(3,2),stat3(3,2),stat4(3,2));
CORs = horzcat(stat1(4,:),stat2(4,2),stat3(4,2),stat4(4,2));
[pp tt axl] = taylordiag(STDs,RMSs,CORs);
for ii = 1 : length(tt)
set(tt(ii),'fontsize',9,'fontweight','bold')
set(pp(ii),'markersize',12)
set(tt(ii),'String',strrep(myData.Properties.VariableNames{ii+1},'_',' '));
end
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/850390/image.png)
5 Kommentare
Ahmad Bayhaqi
am 28 Mär. 2023
Hi @Meg Noah , how about the ticklabels of STD, Cor Coef and RMSD? do you know how to change their fontsize and fontweight?
Thank you
wentong
am 15 Nov. 2023
RMSs(3) - sqrt(STDs(3).^2 + STDs(1)^2 - 2*STDs(3)*STDs(1).*CORs(3)) = 0 Why judge this
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