- aiapy.calibrate.respike(smap, spikes=None)[source]¶
Re-insert “spikes” or “hot pixels” into level 1 AIA images.
Level 1 AIA images are, by default, “de-spiked” to remove erroneously high intensity values, e.g. due to cosmic ray hits. This function re-inserts these “spikes” back into the image using spike location and intensity values either provided by the user or obtained automatically from JSOC.
This function should only be applied to level 1 images (i.e. before calling
aiapy.calibrate.register). If the input image has been interpolated in any way from the original level 1 data, the spikes will be reinserted at the wrong locations.
This function modifies the
COMMENTSheader keywords such that the resulting FITS header will differ from the original file.
If the image series of interest is large, it is advised to obtain the spike data via JSOC externally and specify them via the
spikeskeyword argument. To retrieve the coordinates of the positions of the spikes use the function
AIAMap) – Level 1 AIA image. This can be a cutout or a full-frame image.
spikes (array-like, with shape
(2, N), optional) – Tuple of pixel positions of the spikes in the coordinate system of the level 1 AIA image in
smap(first entry) and original intensity values (second entry). This can be calculated using
fetch_spikes. If not specified, the spike positions and intensities are automatically queried from the JSOC.
A level 0.5 version of
smapwith the spike data re-inserted at the appropriate pixels
- Return type: