Tutorial 3: Mapping Deforestation in South Andaman Island Using Vyom ======================================================================= Tutorial by **Sourabh Motiani¹**, **Utpal Singh²**, **Satyam Pratap Singh²** ¹ Department of Earth Sciences, Indian Institute of Technology Roorkee ² School of Geosciences, University of Sydney ------------------------------------------------- This tutorial demonstrates how to **map deforestation** in the **South Andaman region** using **Kalpa**. We will use the **vyom plugin** to calculate the **Normalized Difference Vegetation Index (NDVI)** from satellite data. Workflow -------- Step 1: Create a Bounding Box ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Start by creating a bounding box of the region. 1. Navigate to **Tools → Vector → Bounding Box**. .. image:: /_static/images/TutAnd_3_1.png :alt: Please refresh the page or check your internet connection. :align: center 2. Set the X and Y range for the South Andaman region. Step 2: Download Satellite Data and Calculate NDVI Using Vyom ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ 1. Navigate to **Plugins → Vyom → Satellite Indices**. .. image:: /_static/images/TutAnd_3_2.png :alt: Please refresh the page or check your internet connection. :align: center 2. Select the satellite and enter the time period for which data is required. .. image:: /_static/images/TutAnd_3_3.png :alt: Please refresh the page or check your internet connection. :align: center 3. Select the resolution and maximum percentage of cloud cover for the data to be downloaded. 4. Click **Next**. .. image:: /_static/images/TutAnd_3_4.png :alt: Please refresh the page or check your internet connection. :align: center 5. Choose from the available dates within the selected time period and select the **NDVI index**. 6. Click **Calculate**. .. image:: /_static/images/TutAnd_3_5.png :alt: Please refresh the page or check your internet connection. :align: center 7. Visualize and save the NDVI raster for the year 2025. .. image:: /_static/images/TutAnd_3_6.png :alt: Please refresh the page or check your internet connection. :align: center .. image:: /_static/images/TutAnd_3_7.png :alt: Please refresh the page or check your internet connection. :align: center 8. Repeat the process to calculate the NDVI for the year 2018. .. image:: /_static/images/TutAnd_3_8.png :alt: Please refresh the page or check your internet connection. :align: center .. image:: /_static/images/TutAnd_3_9.png :alt: Please refresh the page or check your internet connection. :align: center 9. Visualize and save the NDVI raster for the year 2018. .. image:: /_static/images/TutAnd_3_10.png :alt: NDVI Visualization 2018 :align: center .. image:: /_static/images/TutAnd_3_11.png :alt: Please refresh the page or check your internet connection. :align: center Step 3: Change Detection ~~~~~~~~~~~~~~~~~~~~~~~~~ Compare the two NDVI layers to identify regions of vegetation loss. .. image:: /_static/images/TutAnd_3_12.png :alt: Please refresh the page or check your internet connection. :align: center