This code is used to extract noise value and rows and columns of sample points from auxiliary XML files of Sentinel-1 image source folders.The file the program reads is attached to the last.
Source Code:
Auxiliary XML Files Links:
https://mega.nz/#!dOIhyajZ!ymdjwhzSgoV1QOubBZpyuXo6WtpMP5t9yG3ydElFZdA
Source Code:
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# -*- coding: utf-8 -*- | |
""" | |
Created on Mon Sep 10 10:43:16 2018 | |
@author: Baikal | |
""" | |
import xml.etree.ElementTree | |
import numpy as np | |
from scipy import interpolate | |
## Read XML files. | |
noise_XML = r'G:\201606Sen\scihub.copernicus.eu\201511\S1A_EW_GRDH_1SDH_20151128T125054_20151128T125154_008805_00C8FF_BEC3.SAFE\annotation\calibration\noise-s1a-ew-grd-hh-20151128t125054-20151128t125154-008805-00c8ff-001.xml' | |
tree = xml.etree.ElementTree.parse( noise_XML ).getroot() | |
root = tree.find( 'noiseVectorList' ) | |
## To get num_rows of sample points. | |
for name, value in root.attrib.items(): | |
num_rows = int( value ) | |
## New a matrix to store the datasets. | |
noise_value = [ ] | |
rows = [ ] | |
cols = [ ] | |
## To get lines(rows) | |
for node in root.findall( 'noiseVector' ): | |
## To get num_cols of sample points. | |
pixel_root = node.find( 'pixel' ) | |
for name, value in pixel_root.attrib.items(): | |
num_cols = int( value ) | |
### To get concrete Cols position of sample points: | |
label = 0 | |
if label == 0: | |
for child in node: | |
if child.tag in ( 'pixel' ): | |
number_col = child.text | |
label = 1 | |
## To get concrete Rrows(lines) position of sample points: | |
for child in node: | |
if child.tag in ( 'line' ): | |
row_element = child.text | |
rows.append( row_element ) | |
## To get noise value of sample points: | |
for child in node: | |
if child.tag in ( 'noiseLut' ): | |
noise_element = child.text | |
noise = noise + [ noise_element ] | |
for row in range( num_rows ): | |
noise_line = noise[ row ] | |
for col in range( num_cols ): | |
noise_single = noise_line.split( ' ' ) | |
noise_value.append( noise_single ) | |
# Reshape noise_value to a matrix of [ num_rows, num_cols ] size. | |
noise_value = np.asarray( noise_value ).reshape( num_rows, num_cols ) | |
Auxiliary XML Files Links:
https://mega.nz/#!dOIhyajZ!ymdjwhzSgoV1QOubBZpyuXo6WtpMP5t9yG3ydElFZdA
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