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README.md

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 license: apache-2.0
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+# MODIS Water Lake Powell Raster Dataset
+
+### Dataset Summary
+
+Raster dataset comprised of MODIS surface reflectance bands along with calculated indices and a label (water/not-water)
+
+## Dataset Structure
+
+### Data Fields
+
+- `water`: Label, water or not-water (binary)
+- `sur_refl_b01_1`: MODIS surface reflection band 1 (-100, 16000)
+- `sur_refl_b02_1`: MODIS surface reflection band 2 (-100, 16000)
+- `sur_refl_b03_1`: MODIS surface reflection band 3 (-100, 16000)
+- `sur_refl_b04_1`: MODIS surface reflection band 4 (-100, 16000)
+- `sur_refl_b05_1`: MODIS surface reflection band 5 (-100, 16000)
+- `sur_refl_b06_1`: MODIS surface reflection band 6 (-100, 16000)
+- `sur_refl_b07_1`: MODIS surface reflection band 7 (-100, 16000)
+- `ndvi`: Normalized differential vegetation index (-20000, 20000)
+- `ndwi1`: Normalized differential water index 1 (-20000, 20000)
+- `ndwi2`: Normalized differential water index 2 (-20000, 20000)
+
+## Dataset Creation
+
+## Source Data
+
+[MODIS MOD44W](https://lpdaac.usgs.gov/products/mod44wv006/)
+[MODIS MOD09GA](https://lpdaac.usgs.gov/products/mod09gav006/)
+[MODIS MOD09GQ](https://lpdaac.usgs.gov/products/mod09gqv006/)
+
+
+## Annotation process
+
+Labels were created by using the MOD44W C6 product to designate pixels in MODIS surface reflectance products as land or water.