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impact-comms-update

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  1. README.md +5 -5
README.md CHANGED
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  ### Dataset Summary
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- This dataset contains Harmonized Landsat-Sentinel imagery of burn scars and the associated masks for the years 2018-2021 over the contiguous United States. There are 804 512x512 scenes. It's primary purpose is for training geospatial machine learning models.
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  ## Dataset Structure
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  ## TIFF Metadata
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- Each tiff file contains a 512x512 pixel tiff file. Scenes have 6 bands, and masks have 1 band. For satellite scenes, each band has already been converted to reflectance.
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  ## Band Order
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  For scenes:
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  Masks are a single band with values:
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  1 = Burn scar
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- 0 = Not-burned
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  -1 = Missing data
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  ## Class Distribution
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  Burn Scar - 11%
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- Not-burned - 88%
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  No Data - 1%
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  ## Data Splits
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  ## Dataset Creation
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- After co-locating the shapefile and HLS scene, the 512x512 chip was formed by taking a window with the burn scar in the center. Burn scars near the edges of HLS tiles are offset from center.
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  Images were manually filtered for cloud cover and missing data to provide as clean a scene as possible, and burn scar presence was also manually verified.
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  ## Source Data
 
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  ### Dataset Summary
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+ This dataset contains Harmonized Landsat and Sentinel-2 imagery of burn scars and the associated masks for the years 2018-2021 over the contiguous United States. There are 804 512x512 scenes. Its primary purpose is for training geospatial machine learning models.
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  ## Dataset Structure
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  ## TIFF Metadata
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+ Each tiff file contains a 512x512 pixel tiff file. Scenes contain six bands, and masks have one band. For satellite scenes, each band has already been converted to reflectance.
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  ## Band Order
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  For scenes:
 
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  Masks are a single band with values:
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  1 = Burn scar
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+ 0 = Not burned
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  -1 = Missing data
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  ## Class Distribution
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  Burn Scar - 11%
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+ Not burned - 88%
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  No Data - 1%
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  ## Data Splits
 
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  ## Dataset Creation
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+ After co-locating the shapefile and HLS scene, the 512x512 chip was formed by taking a window with the burn scar in the center. Burn scars near the edges of HLS tiles are offset from the center.
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  Images were manually filtered for cloud cover and missing data to provide as clean a scene as possible, and burn scar presence was also manually verified.
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  ## Source Data