Sentinel2_3a_2018¶

museopheno.datasets.Sentinel2_3a_2018(return_dates=False, return_random_sample=False)[source]¶

Sentinel2 sample dataset on Bouconne Forest (France, near Toulouse). Bands are ordered this way : ‘2’,’3’,’4’,’8’,’5’,’6’,’7’,’8’,’8A’,’11’,’12’.

Parameters

return_dates (bool, default False) – If True, will return list of dates.
return_random_sample (bool, default False) – If False, will return the path of the raster If True, will return a random block of the image

Returns

raster (str or array) – If get_only_sample is False, returns path of raster. If get_only_sample is True, returns array where each line is a pixel.
dates (list) – List of integer

Examples

>>> raster,dates = Sentinel2_3a_2018(return_dates=True)
>>> print(raster)
/mnt/bigone/lib/MuseoPheno/museopheno/datasets/2018_3A_Theia_Bouconne.tif
>>> print(dates)
[20180429, 20180513, 20180708, 20180815, 20180915, 20181015, 20181115]
>>> Sentinel2_3a_2018(get_only_sample=True)
Total number of blocks : 246
array([[ 122,  320,  109, ..., 2107, 1530,  751],
   [ 140,  370,  122, ..., 2107, 1530,  751],
   [ 148,  388,  117, ..., 2102, 1557,  761],
   ...,
   [ 167,  459,  195, ..., 2251, 1482,  664],
   [ 154,  470,  185, ..., 2251, 1482,  664],
   [ 184,  494,  213, ..., 2429, 1507,  670]], dtype=int16)