Quantifying Burned Areas from Wildfires Utilizing Satellite tv for pc Imagery | by Mahyar Aboutalebi, Ph.D. ๐ŸŽ“ | Jul, 2024

Figuring out the burned space in forests as a consequence of wildfires utilizing Sentinel-2 photos with Python in Google Colab

Sentinel-2 photos with completely different bands captured over the Walbridge hearth incident, visualized by the writer
  1. ๐ŸŒŸ Introduction
  2. ๐Ÿ”ฅ Walbridge Wildfire in California
  3. ๐Ÿท๏ธ Methodology
  4. ๐Ÿš€ Setup Google Colab
  5. ๐Ÿ›ฐ๏ธ Load Clear Sentinel-2 Pictures
  6. ๐Ÿ”ข Depend the Variety of Vegetation Pixels
  7. ๐Ÿ“ˆ Plot the Timeseries of the Vegetation Space
  8. ๐ŸŒ Visualization of Sentinel-2 photos for Wildfires
  9. ๐Ÿ“„ Conclusion
  10. ๐Ÿ“š References

๐ŸŒŸ Introduction

A number of years in the past, when most local weather fashions predicted that extra floods, warmth waves, and wildfires would occur if we didnโ€™t take the required steps, I didnโ€™t anticipate these uncommon catastrophic phenomena to grow to be widespread occasions. Amongst these, wildfires destroy an enormous quantity of forest space yearly. If you happen to seek for a desk of main wildfires in other places, you can see alarming statistics exhibiting how a lot forest space is vanishing from our earth as a consequence of wildfires.

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