Python Forum

Hello.
I want to automate this code below for other 99 images, the problem that I have is that each image is in its specific folder as it's mentioned in the picture below. the images are very big and I want to clip them in a specific area, is that possible to make it automatic also ?

import rasterio
import os
from rasterio import plot
import matplotlib.pyplot as plt
import numpy as np

os.chdir(r'Z:\New folder\S2\L1C_T29SPR_A003995_20160328T111353_2016-03-28\New folder\CLIP')

band4 = rasterio.open(r'Z:\New folder\S2\L1C_T29SPR_A003995_20160328T111353_2016-03-28\New folder\CLIP\clip_RT_L1C_T29SPR_A003995_20160328T111353_B04.tif') #red
band5 = rasterio.open(r'Z:\New folder\S2\L1C_T29SPR_A003995_20160328T111353_2016-03-28\New folder\CLIP\clip_RT_L1C_T29SPR_A003995_20160328T111353_B08.tif') #nir

plot.show(band5)
band4.dtypes

red = band4.read(1).astype('float32')
nir = band5.read(1).astype('float32')

ndvi=np.where(
    (nir+red)==0.,
    0,
    (nir-red)/(nir+red))
ndvi[:5,:5]

plot.show(ndvi)
plt.colorbar (ndvi) #I have also a problem with colorbar as it didn't show properly

Thank you