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SMAP Project: Monitoring Soil Moisture in Zhambyl Region, Kazakhstan

This project focuses on monitoring soil moisture using SMAP (Soil Moisture Active Passive) data in the Zhambyl region of Kazakhstan.

Installation

  1. Install dependencies from the requirements file:

    pip install -r requirements.txt
  2. Install the basemap library. Refer to the discussions for installation details.

  3. Download the dataset of h5 files from dataset link. Save the downloaded dataset in the path 'this directory/data/L3_SM_P/'.

Usage

After completing the installation steps, run the code cell by cell. The output should match the provided sample output.

Dataset Source

The dataset used in this project can be obtained from dataset link.

  • Output image for Year 2018

  • Screenshot 2023-10-29 at 10 26 47
  • Output image for Year 201

  • Screenshot 2023-10-29 at 10 26 54
  • Output image for Year 2020

  • Screenshot 2023-10-29 at 10 27 00
  • Output image for Year 2021

  • Screenshot 2023-10-29 at 10 27 05
  • Output image for Year 2022

Screenshot 2023-10-29 at 10 27 10
  • Output image for Year 2023

  • Screenshot 2023-10-29 at 10 27 15
  • Output image for time series

  • Screenshot 2023-10-29 at 10 28 39

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