
# MODIS Water Lake Powell Toy Dataset

### Dataset Summary

Tabular 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)
  
### Data Splits

Train and test split. Test is 200 rows, train is 800.

## 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.
size_categories:n<1K license:apache-2.0 region:us
{"license": "apache-2.0", "size_categories": ["n<1K"]}
TAGS
#size_categories-n<1K #license-apache-2.0 #region-us 


# MODIS Water Lake Powell Toy Dataset

### Dataset Summary

Tabular 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)
  
### Data Splits

Train and test split. Test is 200 rows, train is 800.

## Dataset Creation

## Source Data

MODIS MOD44W
MODIS MOD09GA
MODIS MOD09GQ


## Annotation process

Labels were created by using the MOD44W C6 product to designate pixels in MODIS surface reflectance products as land or water.
# MODIS Water Lake Powell Toy Dataset ### Dataset Summary

Tabular 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) ### Data Splits

Train and test split. Test is 200 rows, train is 800. ## Dataset Creation ## Source Data

MODIS MOD44W
MODIS MOD09GA
MODIS MOD09GQ ## Annotation process

Labels were created by using the MOD44W C6 product to designate pixels in MODIS surface reflectance products as land or water.
TAGS
#size_categories-n<1K #license-apache-2.0 #region-us 
 # MODIS Water Lake Powell Toy Dataset ### Dataset Summary

Tabular 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) ### Data Splits

Train and test split. Test is 200 rows, train is 800. ## Dataset Creation ## Source Data

MODIS MOD44W
MODIS MOD09GA
MODIS MOD09GQ ## Annotation process

Labels were created by using the MOD44W C6 product to designate pixels in MODIS surface reflectance products as land or water.
passage: TAGS
#size_categories-n<1K #license-apache-2.0 #region-us 
# MODIS Water Lake Powell Toy Dataset### Dataset Summary

Tabular 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)### Data Splits

Train and test split. Test is 200 rows, train is 800.## Dataset Creation## Source Data

MODIS MOD44W
MODIS MOD09GA
MODIS MOD09GQ## Annotation process

Labels were created by using the MOD44W C6 product to designate pixels in MODIS surface reflectance products as land or water.