How to create a geographic colormap of the world using lat lon data?

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KUMAR TRIPATHY
KUMAR TRIPATHY 2021 年 7 月 10 日
コメント済み: ANKUR KUMAR 2021 年 7 月 12 日
Hello Everyone!
I am quiet familiar with MATLAB since 3 years. I want to create a geographic colormap from some data (data matrix looks like this, longitude, latitude, data). How can I do that with MATLAB?
I have used some matlab code to do it, however matlab only plots the lat lon data, however it can't plot them in the continuous scale, thus the figure looks bad as compared to GMT/ NCL.
I am attaching the code below .
fig=figure('WindowState','maximized');
lat=data(:,2);lon=data(:,1);
marker_size=100;
geoscatter(lat,lon,marker_size,data(:,end),'*','LineWidth',2);
colormap(jet)
colorbar
caxis([0 10])
This is the figure which I got.
I have tried to plot that with Genereic Mapping Tools (GMT), however I want to create it using MATLAB. I am attaching the GMT created figure for your reference below. The figure is created using Robinson Map Projection.
This is the figure I want to create.
Please someone help me to solve this. Thank you very much.
N.B. -- Please don't suggest GMT+ MATLAB built in setup, beacause I am using a Windows system, where GMT isn't supportable.

採用された回答

ANKUR KUMAR
ANKUR KUMAR 2021 年 7 月 11 日
You can simply use the contour or contourf or imagesc function to do that.
Let us start with the random data.
temp=randi(5,50,40)+273;
lon=[50:100];
lat=[0:40];
imagesc(lon,lat,temp)
load coastlines
hold on
plot(coastlon,coastlat,'r','linewidth',2)
set(gca,'Ydir','normal')
colorbar
colormap(flip(bone(8)))
Let us take satellite data to plot the data on map. I am taking TRMM precipitation data as a sample:
figure
filename='trmm_sample_data.txt'; % Attached
% This is a netcdf file, but I have replaced the file extension from .nc to .txt file
% in order to attach .nc file here in the answers.
lon=ncread(filename,'lon');
lat=ncread(filename,'lat');
pcp=ncread(filename,'precipitationCal');
imagesc(lon,lat,pcp)
hold on
plot(coastlon,coastlat,'r','linewidth',2)
set(gca,'Ydir','normal')
colorbar
colormap(jet(10))
axis([75 90 15 25])
If you have the shapefile of caostlines, or state bundaries, you can load it using shaperead.
  2 件のコメント
ANKUR KUMAR
ANKUR KUMAR 2021 年 7 月 12 日
Yes, you can add or change projection in the map. Please refer to this doc: https://www.mathworks.com/help/map/summary-and-guide-to-projections.html

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