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2025-12-17 08:01:13
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Extreme Weather Dataset The ExtremeWeather Dataset Download The files are large (62 GB each). Obtain them from Academic Torrents. You will need a torrent client for the transfer. About the Data The data is available as one HDF5 file per year, which are formatted like so: “climo_yyyy.h5”, like “climo_1979.h5”. Each HDF5 file contains two datasets: “images” “boxes” Here is a snippet of code to load the datasets with the python library, h5py : import h5py data_path = "./climo_1979.h5" h5f = h5py.File(data_path) images = h5f["images"] # (1460,16,768,1152) numpy array boxes = h5f["boxes"] # (1460,15,5) numpy array The two variables, "images" and "boxes" are described below: images a (1460,16,768,1152) array 1460 example images (4 per day, 365 days in the year) 16 channels in each image corresponding to the following variables each channel is 768 x 1152 corresponding to one measurement per 25 square km on earth boxes a (1460,15,5) array ...
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