sup3r.preprocessing.batch_queues.utilities.temporal_simple_enhancing

sup3r.preprocessing.batch_queues.utilities.temporal_simple_enhancing#

temporal_simple_enhancing(data, t_enhance=4, mode='constant')[source]#

Upsample data according to t_enhance resolution

Parameters:

  • data (Union[np.ndarray, da.core.Array]) – 5D array with dimensions (observations, spatial_1, spatial_2, temporal, features)

  • t_enhance (int) – factor by which to enhance temporal dimension

  • mode (str) – interpolation method for enhancement.

Returns:

enhanced_data (Union[np.ndarray, da.core.Array]) – 5D array with same dimensions as data with new enhanced resolution