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A python package to cross calibrate ResourceSat 2 sensors like LISS III, AWiFS or LISS IV.

Project description

cross_cal_resourcesat

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Introduction

This package applies a cross calibrates LISS III and AWiFS with the help of a reference image like Landsat 8 and Sentinel 2.

Takes two inputs:

  • inpf_liss = path to folder LISS III or AWiFS bands
  • inpf_ref = path to folder containing reference image bands. Could be Landsat 8 or Sentinel 2.

Final output folder:

  • inpf_liss\Reflectance\Calibration

Four temporary images are also generated which are automatically deleted after the execution. These are two composite images, one resampled image, and one clipped image


Package information

A python package to cross calibrate ResourceSat 2 sensors like LISS III, AWiFS or LISS IV.

Note: At the moment, if reference_sensor = 'Landsat 8', path to reflectance images will have to provided in inpf_ref.


How to use

  • Clone the repository in the desired folder.
git clone https://github.com/akhi9661/cross_cal_resourcesat.git

In case this fails, download the zip file and extract it in a folder.

  • Install the required dependencies.
pip install -r requirements.txt

If it throws up an error, create a new virtual environment and install the dependencies. Installation of GDAL and rasterio is complex and generally fails in the base environment or an already existing environment. Creating a new virtual environment generally resolves this.


Credits

This package was created with Cookiecutter and the giswqs/pypackage project template.

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