Model weights and training, validation, and test set images and masks for "Uncovering a million small dams in Brazil using deep learning"

Annotated masks and Sentinel-1/-2 images split into training, validation, and test sets. Used for training convolutional neural network for small reservoir mapping. 

- manet_sentinel.ckpt: PyTorch model checkpoint file containing model weights.

- annotations.zip:  Contains binary reservoir masks (0 is non-reservoir, 1 is reservoir) split into training, validation, and test sets.

- images.zip: Contains Sentinel-1/-2 images split into training, validation, and test sets with the following bands:

Blue

Green

Red

Near-infrared

Sentinel-1 SAR VV

Sentinel-1 SAR VH

NDVI

NDWI

Gao's NDWI

MNDWI