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Next Day Wildfire Spread Dataset

This dataset is an xarray version of the original Next Day Wildfire Spread dataset. It comes in three splits: train, eval and test.

Note: Given the original dataset does not contain spatio-temporal information, the xarray coordinates has been set to arbitrary ranges (0-63 for spatial dimensions and 0-number_of_samples for the temporal dimension).

Example

To open a train split of the dataset and show an elevation plot at time=2137:

import xarray as xr

ds = xr.open_zarr("train.zarr")
ds["elevation"].sel(time=2137).plot.imshow(origin="upper")

image/png

Credits

For more details regarding the dataset contents, please refer to the authors of the original dataset and their paper: F. Huot, R. L. Hu, N. Goyal, T. Sankar, M. Ihme, and Y.-F. Chen, “Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data”, arXiv preprint, 2021.