Add background colour for certain values in a plot
16 visualizaciones (últimos 30 días)
Mostrar comentarios más antiguos
Corymbiamaculata
el 14 de Oct. de 2019
Comentada: Corymbiamaculata
el 16 de Oct. de 2019
Hi all,
I have a 30,000 x 12 x 4 timetable (called SR) with tree stem diameter values measured every 20 minutes.
Within the data, I identified periods of contracted stems lasting longer than 2 days (>144 consecutive values), let's call them "drought" for simplicity. These values (-2 for "drought", NaN otherwise) are saved as a separate timetable variable called Drought. When plotting the stem diameter data in a simple line plot, I would like to add a pink background to mark all periods of "drought".
In the example below (source: natkon.ch), periods of growth were marked with green background. I want to do the same, but for dry periods (i.e. value -2 in the variable Drought) in pink. On top of the pink background I'll be plotting the stem radii (black line in the example below).
![Analyses.jpg](https://natkon.ch/wp-content/uploads/2014/09/Analyses.jpg)
I've read about the rectangle and patch functions, but, being a beginner Matlab user, I'm not sure how to specify the coordinates. Due to the amount of data, I'll be plotting it in a loop. Do I need to use a loop similar to the one I used to identify the "drought" periods, or is there an easier way?
% Drought - a 30,000 x 12 x 4 matrix of data, where -1 means stem contraction
for k = 1:size(Drought,3)
for j = 1:size(Drought,2)
for i = 2:size(Drought,1)
if Drought(i,j,k) == -1 && isequal(Drought(i-1,j,k),-1)==0 % beginning of stem contraction
DroughtStart = i;
elseif isequal(Drought(i,j,k),-1)==0 && Drought(i-1,j,k) == -1 % end of stem contraction
if i-DroughtStart > 144 % did it last more than two days in a row?
Drought(DroughtStart:i-1,j,k) = -2; % if so, change values within this period to -2
end
end
end
end
end
EDIT: More details about the data as requested:
The dimensions of the timetable (30,000 x 12 x 4) correspond to time (30,000 time steps), treatments (12) and sites (4). At each site, only some treatments are present; the remaining columns contain NaNs.
Attached is a one-month extract from the stem radii and "drought" data.
3 comentarios
Shubham Gupta
el 15 de Oct. de 2019
"When plotting the stem diameter data"
The plot you want to create, is it 2D or 3D? May I know what will be your XData, YData & ZData for the plot?
Respuesta aceptada
darova
el 16 de Oct. de 2019
I couldn't open your data (maybe my MATLAB is older). I created some data and here is an example
clc,clear
x = linspace(0,20,200);
y = x + sin(x) + sin(2*x);
yy = [min(y) max(y) max(y) min(y)]; % Y limits of patch
y1 = y*0;
k = 1;
b = true; % start/end indicator of slope
plot(x,y)
hold on
for i = 1:length(x)
if y(i) > y(k)
y1(i) = y(i); % increasing slope
k = i;
if b % start of slope
b = false;
k1 = i;
end
else
y1(i) = y(k); % decreeasing slope
if ~b % end of slope
xx = [x(k) x(k) x(k1) x(k1)]; % x limits of patch
patch(xx,yy,'b',...
'FaceAlpha',0.5,...
'EdgeColor','none');
b = true;
end
end
end
plot(x,y1,'r')
hold off
Más respuestas (0)
Ver también
Categorías
Más información sobre Data Preprocessing en Help Center y File Exchange.
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!