2d surface or contour plot of three independent variables

Question

Özgür Alaydin 2022-10-13

0
链接

此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1824723-2d-surface-or-contour-plot-of-three-independent-variables

评论： Star Strider 2023-2-24

采纳的回答： Star Strider

在 MATLAB Online 中打开

Hello all,

i have a set of data as given above in csv format.

I want to plot column 1, 5 and 6 as given in attached plot. I want to plot as 2d surface or contour.

My code is not working.

Please help.

clear
clc
sweep=readtable('TM_sweep.csv');
x = sweep(:,1);
y = sweep(:,5);
z = sweep(:,6);
[X,Y] = meshgrid(x,y);
Z=diag(z);
surface(X,Y,Z)

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Answer 1

Star Strider 2022-10-13

0
链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1824723-2d-surface-or-contour-plot-of-three-independent-variables#answer_1073583

编辑：Star Strider 2022-10-13

在 MATLAB Online 中打开

The data are gridded. It is simply necessary to reshape them to plot them —

sweep = readtable('https://www.mathworks.com/matlabcentral/answers/uploaded_files/1154768/TM_sweep.csv', 'VariableNamingRule','preserve')

sweep = 6531×6 table

% DC thcg (nm) period (nm) whcg (nm) lambda0 (µm) Total reflectance (1) ____ _________ ___________ _________ ____________ _____________________ 0.45 700 1400 922 2.7 0.98355 0.45 700 1400 922 2.705 0.98288 0.45 700 1400 922 2.71 0.98205 0.45 700 1400 922 2.715 0.98109 0.45 700 1400 922 2.72 0.97998 0.45 700 1400 922 2.725 0.97875 0.45 700 1400 922 2.73 0.97738 0.45 700 1400 922 2.735 0.9759 0.45 700 1400 922 2.74 0.97432 0.45 700 1400 922 2.745 0.97264 0.45 700 1400 922 2.75 0.97087 0.45 700 1400 922 2.755 0.96904 0.45 700 1400 922 2.76 0.96717 0.45 700 1400 922 2.765 0.96527 0.45 700 1400 922 2.77 0.96336 0.45 700 1400 922 2.775 0.96146

x = sweep{:,1};

y = sweep{:,5};

z = sweep{:,6};

VN = sweep.Properties.VariableNames;

[Ux,ix1] = unique(x); % Unique 'x' Values

dim1 = diff(ix1); % Get Row Dimension For Reshaped Matrix

Ud1 = unique(dim1); % Be Certain This Is Constant

X = reshape(x,Ud1,[]);

Y = reshape(y,Ud1,[]);

Z = reshape(z,Ud1,[]);

figure

surf(X, Y, Z)

grid on

xlabel(VN{1})

ylabel(VN{5})

zlabel(VN{6})

colormap(turbo)

colorbar

shading('interp')

figure

contourf(X, Y, Z, 50)

xlabel(VN{1})

ylabel(VN{5})

colormap(turbo)

hcb = colorbar;

hcb.Label.String = VN{6};

Make appropriate changes to get the desired result.

EDIT — (13 Oct 2022 at 12:28)

Added label to contour colorbar.

.

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Harlan Johnson 2023-2-23

example3D.m

I am trying to plot some cruise CTD data in 3-D, and usueally

I cut-and-pasted this example and got this error message. The script loaded all the variables but could

not reshape the vectors into matrices.

Error in example3D (line 9)

X = reshape(x,Ud1,[]);

I am trying to do a 3D plot of some large CTD data from a cruise and am using your examples to learn how to do this. Any help is appriated. Thanks!

Paul Johnson paulj@uw.edu

Star Strider 2023-2-24

在 MATLAB Online 中打开

If the ‘CTD’ data are gridded, it may be necesary to find the unique values of a different independent variable, since they may not all have the same structure as these data did. If they are not gridded, then it would be necessary to grid them first. This is relatively straightforward, however it would then require the scatteredInterpolant function for the best result with respect to interpolating them to create the required matrices.

I cannot determine by looking at the .m file (that is a copy of my code here) what the best approach would be.

file = websave('example3D','https://www.mathworks.com/matlabcentral/answers/uploaded_files/1305150/example3D.m');
type(file)
readtable('sweep.csv')
x = sweep{:,1};
y = sweep{:,5};
z = sweep{:,6};
VN = sweep.Properties.VariableNames;
[Ux,ix1] = unique(x);                               % Unique 'x' Values
dim1 = diff(ix1);                                   % Get Row Dimension For Reshaped Matrix
Ud1 = unique(dim1);                                 % Be Certain This Is Constant
X = reshape(x,Ud1,[]);
Y = reshape(y,Ud1,[]);
Z = reshape(z,Ud1,[]);
figure
surf(X, Y, Z)
grid on
xlabel(VN{1})
ylabel(VN{5})
zlabel(VN{6})
colormap(turbo)
colorbar
shading('interp')

.

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