This project focuses on monitoring soil moisture using SMAP (Soil Moisture Active Passive) data in the Zhambyl region of Kazakhstan.
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Install dependencies from the requirements file:
pip install -r requirements.txt
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Install the basemap library. Refer to the discussions for installation details.
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Download the dataset of h5 files from dataset link. Save the downloaded dataset in the path 'this directory/data/L3_SM_P/'.
After completing the installation steps, run the code cell by cell. The output should match the provided sample output.
The dataset used in this project can be obtained from dataset link.
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Output image for Year 2018
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Output image for Year 201
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Output image for Year 2020
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Output image for Year 2021
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Output image for Year 2022