Note
Go to the end to download the full example code.
Filtering and Visualizing#
This example provides a simple overview of filtering and visualizing XRT data.
import astropy.units as u
import matplotlib.pyplot as plt
import sunpy.map
from astropy.visualization import ImageNormalize, SqrtStretch
from sunpy.net import Fido
from sunpy.net import attrs as a
To start we will download a range of XRT data from the Virtual Solar Observatory (VSO). The goal is to acquire a large set of files we can sort through and visualize.
query = Fido.search(
a.Time("2021-05-21 18:51:00", "2021-05-22 00:00:00"), a.Instrument("xrt")
)
print(query)
Results from 1 Provider:
281 Results from the VSOClient:
Source: https://sdac.virtualsolar.org/cgi/search
Data retrieval status: http://docs.virtualsolar.org/wiki/VSOHealthReport
Total estimated size: 177.519 Gbyte
Start Time End Time Source Instrument Wavelength Provider Physobs Wavetype Extent X Extent Y Extent Type Size
Angstrom Mibyte
----------------------- ----------------------- ------ ---------- ---------------- -------- --------- -------- ----------- ---------- ----------- ---------
2021-05-21 18:51:08.000 2021-05-21 18:51:08.000 Hinode XRT 4118.0 .. 4496.0 SAO Intensity Broad -513.817932 373.465000 PARTIAL_SUN 593.4375
2021-05-21 18:51:11.000 2021-05-21 18:51:11.000 Hinode XRT 4118.0 .. 4496.0 SAO Intensity Broad -497.901978 366.244000 PARTIAL_SUN 593.4375
2021-05-21 18:51:38.000 2021-05-21 18:51:38.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -498.079895 366.344000 PARTIAL_SUN 593.4375
2021-05-21 18:51:43.000 2021-05-21 18:51:48.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -498.080933 366.161000 PARTIAL_SUN 1043.4375
2021-05-21 18:51:56.000 2021-05-21 18:52:12.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -498.018372 366.183000 PARTIAL_SUN 593.4375
2021-05-21 18:52:20.000 2021-05-21 18:52:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -497.955261 366.330000 PARTIAL_SUN 593.4375
2021-05-21 18:52:25.000 2021-05-21 18:52:29.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -498.138367 366.269000 PARTIAL_SUN 1043.4375
2021-05-21 18:52:36.000 2021-05-21 18:52:53.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -498.017639 365.990000 PARTIAL_SUN 593.4375
2021-05-21 18:53:00.000 2021-05-21 18:53:00.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -497.895935 365.925000 PARTIAL_SUN 593.4375
2021-05-21 18:53:05.000 2021-05-21 18:53:07.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -497.955688 366.109000 PARTIAL_SUN 1043.4375
2021-05-21 18:53:14.000 2021-05-21 18:53:31.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -497.651184 366.139000 PARTIAL_SUN 593.4375
2021-05-21 18:53:40.000 2021-05-21 18:53:41.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -497.896423 366.052000 PARTIAL_SUN 593.4375
2021-05-21 18:53:46.000 2021-05-21 18:53:46.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -497.774353 366.051000 PARTIAL_SUN 593.4375
2021-05-21 18:55:14.000 2021-05-21 18:55:15.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -497.792603 365.352000 PARTIAL_SUN 593.4375
2021-05-21 18:55:20.000 2021-05-21 18:55:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -497.975220 365.353000 PARTIAL_SUN 593.4375
2021-05-21 18:57:14.000 2021-05-21 18:57:15.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -497.823853 365.305000 PARTIAL_SUN 593.4375
2021-05-21 18:57:20.000 2021-05-21 18:57:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -497.764526 365.060000 PARTIAL_SUN 593.4375
2021-05-21 18:59:14.000 2021-05-21 18:59:15.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -497.506226 364.723000 PARTIAL_SUN 593.4375
2021-05-21 18:59:20.000 2021-05-21 18:59:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -497.452271 364.748000 PARTIAL_SUN 593.4375
2021-05-21 19:01:14.000 2021-05-21 19:01:15.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -497.077637 364.766000 PARTIAL_SUN 593.4375
2021-05-21 19:01:20.000 2021-05-21 19:01:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -496.956604 364.643000 PARTIAL_SUN 593.4375
2021-05-21 19:03:14.000 2021-05-21 19:03:15.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -496.947449 364.430000 PARTIAL_SUN 593.4375
2021-05-21 19:03:20.000 2021-05-21 19:03:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -496.946960 364.491000 PARTIAL_SUN 593.4375
2021-05-21 19:05:14.000 2021-05-21 19:05:15.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -496.503479 364.004000 PARTIAL_SUN 593.4375
2021-05-21 19:05:20.000 2021-05-21 19:05:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -496.509216 363.829000 PARTIAL_SUN 593.4375
2021-05-21 19:07:14.000 2021-05-21 19:07:15.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -495.924194 363.339000 PARTIAL_SUN 593.4375
2021-05-21 19:07:20.000 2021-05-21 19:07:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -496.044678 363.523000 PARTIAL_SUN 593.4375
2021-05-21 19:09:14.000 2021-05-21 19:09:16.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -495.925781 363.009000 PARTIAL_SUN 593.4375
2021-05-21 19:09:20.000 2021-05-21 19:09:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -496.048096 362.948000 PARTIAL_SUN 593.4375
2021-05-21 19:11:14.000 2021-05-21 19:11:16.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -495.782715 362.874000 PARTIAL_SUN 593.4375
2021-05-21 19:11:20.000 2021-05-21 19:11:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -495.716736 362.905000 PARTIAL_SUN 593.4375
2021-05-21 19:13:14.000 2021-05-21 19:13:16.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -495.493530 362.696000 PARTIAL_SUN 593.4375
2021-05-21 19:13:20.000 2021-05-21 19:13:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -495.371643 362.695000 PARTIAL_SUN 593.4375
2021-05-21 19:15:14.000 2021-05-21 19:15:16.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -495.319275 362.881000 PARTIAL_SUN 593.4375
2021-05-21 19:15:20.000 2021-05-21 19:15:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -495.198914 362.635000 PARTIAL_SUN 593.4375
2021-05-21 19:17:14.000 2021-05-21 19:17:16.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -495.268738 363.075000 PARTIAL_SUN 593.4375
2021-05-21 19:17:20.000 2021-05-21 19:17:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -495.017700 363.264000 PARTIAL_SUN 593.4375
2021-05-21 19:18:31.000 2021-05-21 19:18:32.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -494.931946 363.787000 PARTIAL_SUN 593.4375
2021-05-21 19:18:41.000 2021-05-21 19:18:41.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -494.806030 363.796000 PARTIAL_SUN 593.4375
2021-05-21 19:19:14.000 2021-05-21 19:19:16.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -494.920898 363.820000 PARTIAL_SUN 593.4375
2021-05-21 19:19:20.000 2021-05-21 19:19:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -494.920898 363.820000 PARTIAL_SUN 593.4375
2021-05-21 19:20:31.000 2021-05-21 19:20:32.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -494.669739 363.928000 PARTIAL_SUN 593.4375
2021-05-21 19:20:37.000 2021-05-21 19:20:37.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -494.486511 364.000000 PARTIAL_SUN 593.4375
2021-05-21 19:21:16.000 2021-05-21 19:21:17.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -494.306641 363.900000 PARTIAL_SUN 593.4375
2021-05-21 19:21:21.000 2021-05-21 19:21:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -494.123901 363.899000 PARTIAL_SUN 593.4375
2021-05-21 19:21:53.000 2021-05-21 19:21:53.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -494.431274 364.225000 PARTIAL_SUN 593.4375
2021-05-21 19:21:57.000 2021-05-21 19:21:57.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -494.311401 364.477000 PARTIAL_SUN 593.4375
2021-05-21 19:22:31.000 2021-05-21 19:22:31.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -494.320679 364.489000 PARTIAL_SUN 593.4375
2021-05-21 19:22:37.000 2021-05-21 19:22:37.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -494.380066 364.734000 PARTIAL_SUN 593.4375
2021-05-21 19:23:16.000 2021-05-21 19:23:16.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -494.333069 364.496000 PARTIAL_SUN 593.4375
2021-05-21 19:23:21.000 2021-05-21 19:23:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -494.218384 364.557000 PARTIAL_SUN 593.4375
2021-05-21 19:23:51.000 2021-05-21 19:23:51.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -494.176880 364.187000 PARTIAL_SUN 593.4375
2021-05-21 19:23:57.000 2021-05-21 19:23:57.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -494.176636 364.248000 PARTIAL_SUN 593.4375
2021-05-21 19:27:23.000 2021-05-21 19:27:23.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -461.314911 306.228000 PARTIAL_SUN 593.4375
2021-05-21 19:27:27.000 2021-05-21 19:27:27.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.177368 314.387000 PARTIAL_SUN 593.4375
2021-05-21 19:27:32.000 2021-05-21 19:27:34.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -453.176025 314.570000 PARTIAL_SUN 593.4375
2021-05-21 19:27:39.000 2021-05-21 19:27:39.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -452.994019 314.447000 PARTIAL_SUN 275.625
2021-05-21 19:27:43.000 2021-05-21 19:27:43.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -453.193542 314.301000 PARTIAL_SUN 593.4375
2021-05-21 19:27:47.000 2021-05-21 19:27:47.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.010376 314.361000 PARTIAL_SUN 593.4375
2021-05-21 19:27:56.000 2021-05-21 19:27:59.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -453.131592 314.423000 PARTIAL_SUN 593.4375
2021-05-21 19:28:03.000 2021-05-21 19:28:03.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -453.026001 314.396000 PARTIAL_SUN 275.625
2021-05-21 19:28:07.000 2021-05-21 19:28:07.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -453.026428 314.335000 PARTIAL_SUN 593.4375
2021-05-21 19:28:11.000 2021-05-21 19:28:11.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.088196 314.213000 PARTIAL_SUN 593.4375
2021-05-21 19:28:16.000 2021-05-21 19:28:22.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -453.347412 314.310000 PARTIAL_SUN 593.4375
2021-05-21 19:28:28.000 2021-05-21 19:28:28.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -453.042053 314.369000 PARTIAL_SUN 275.625
2021-05-21 19:28:32.000 2021-05-21 19:28:32.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -452.995850 314.585000 PARTIAL_SUN 593.4375
2021-05-21 19:28:36.000 2021-05-21 19:28:36.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.119995 314.281000 PARTIAL_SUN 593.4375
2021-05-21 19:28:42.000 2021-05-21 19:28:58.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -453.118835 314.464000 PARTIAL_SUN 593.4375
2021-05-21 19:29:04.000 2021-05-21 19:29:05.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -453.027283 314.711000 PARTIAL_SUN 275.625
2021-05-21 19:29:09.000 2021-05-21 19:29:09.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.088318 314.711000 PARTIAL_SUN 593.4375
2021-05-21 19:29:16.000 2021-05-21 19:29:16.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -453.088745 314.650000 PARTIAL_SUN 593.4375
2021-05-21 19:29:20.000 2021-05-21 19:29:31.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -453.226929 314.620000 PARTIAL_SUN 593.4375
2021-05-21 19:29:37.000 2021-05-21 19:29:38.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -453.241699 314.773000 PARTIAL_SUN 275.625
2021-05-21 19:29:42.000 2021-05-21 19:29:42.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.059570 314.711000 PARTIAL_SUN 593.4375
2021-05-21 19:29:49.000 2021-05-21 19:29:49.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -453.118713 314.956000 PARTIAL_SUN 593.4375
2021-05-21 19:29:53.000 2021-05-21 19:29:58.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -453.197632 314.619000 PARTIAL_SUN 593.4375
2021-05-21 19:30:03.000 2021-05-21 19:30:03.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -453.014954 314.618000 PARTIAL_SUN 275.625
2021-05-21 19:30:10.000 2021-05-21 19:30:10.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.152649 314.587000 PARTIAL_SUN 593.4375
2021-05-21 19:30:16.000 2021-05-21 19:30:16.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -453.271729 315.015000 PARTIAL_SUN 593.4375
2021-05-21 19:30:20.000 2021-05-21 19:30:28.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -453.273499 314.771000 PARTIAL_SUN 593.4375
2021-05-21 19:30:33.000 2021-05-21 19:30:33.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -453.227173 314.860000 PARTIAL_SUN 275.625
2021-05-21 19:30:37.000 2021-05-21 19:30:37.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.166504 314.799000 PARTIAL_SUN 593.4375
2021-05-21 19:30:48.000 2021-05-21 19:30:49.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -453.181458 314.827000 PARTIAL_SUN 593.4375
2021-05-21 19:30:53.000 2021-05-21 19:31:09.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -453.120972 314.766000 PARTIAL_SUN 593.4375
2021-05-21 19:31:15.000 2021-05-21 19:31:16.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -452.904602 315.065000 PARTIAL_SUN 275.625
2021-05-21 19:31:20.000 2021-05-21 19:31:20.000 Hinode XRT 3.0 .. 20.0 SAO Intensity Broad -453.026855 315.004000 PARTIAL_SUN 593.4375
2021-05-21 19:31:26.000 2021-05-21 19:31:27.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -452.783691 314.942000 PARTIAL_SUN 593.4375
2021-05-21 19:31:31.000 2021-05-21 19:31:47.000 Hinode XRT 3.0 .. 9.0 SAO Intensity Broad -452.797607 314.969000 PARTIAL_SUN 593.4375
2021-05-21 19:31:54.000 2021-05-21 19:31:54.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -452.627075 315.180000 PARTIAL_SUN 275.625
2021-05-21 19:32:54.000 2021-05-21 19:32:54.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -493.661224 365.080000 PARTIAL_SUN 593.4375
2021-05-21 19:33:00.000 2021-05-21 19:33:00.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -493.477814 365.140000 PARTIAL_SUN 593.4375
2021-05-21 19:34:54.000 2021-05-21 19:34:54.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -493.000397 365.047000 PARTIAL_SUN 593.4375
2021-05-21 19:35:01.000 2021-05-21 19:35:01.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -492.999603 365.169000 PARTIAL_SUN 593.4375
2021-05-21 19:36:54.000 2021-05-21 19:36:54.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -493.059235 363.897000 PARTIAL_SUN 593.4375
2021-05-21 19:37:00.000 2021-05-21 19:37:00.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -493.129791 363.448000 PARTIAL_SUN 593.4375
2021-05-21 19:38:54.000 2021-05-21 19:38:54.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -493.299652 362.582000 PARTIAL_SUN 593.4375
2021-05-21 19:39:01.000 2021-05-21 19:39:01.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -493.420685 362.705000 PARTIAL_SUN 593.4375
2021-05-21 19:40:54.000 2021-05-21 19:40:55.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -493.349945 362.218000 PARTIAL_SUN 593.4375
2021-05-21 19:41:01.000 2021-05-21 19:41:02.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -493.228607 362.156000 PARTIAL_SUN 593.4375
2021-05-21 19:42:54.000 2021-05-21 19:42:56.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -492.925262 362.109000 PARTIAL_SUN 593.4375
2021-05-21 19:43:02.000 2021-05-21 19:43:03.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -492.936249 361.973000 PARTIAL_SUN 593.4375
2021-05-21 19:44:54.000 2021-05-21 19:45:00.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -492.649261 362.086000 PARTIAL_SUN 593.4375
2021-05-21 19:45:06.000 2021-05-21 19:45:07.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -492.587555 362.208000 PARTIAL_SUN 593.4375
2021-05-21 19:46:54.000 2021-05-21 19:46:58.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -492.553802 362.018000 PARTIAL_SUN 593.4375
2021-05-21 19:47:03.000 2021-05-21 19:47:03.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -492.552521 362.201000 PARTIAL_SUN 593.4375
2021-05-21 19:48:54.000 2021-05-21 19:48:58.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -492.208771 362.223000 PARTIAL_SUN 593.4375
2021-05-21 19:49:03.000 2021-05-21 19:49:03.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -492.221100 362.060000 PARTIAL_SUN 593.4375
2021-05-21 19:50:56.000 2021-05-21 19:50:59.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -492.223419 362.272000 PARTIAL_SUN 593.4375
2021-05-21 19:51:04.000 2021-05-21 19:51:04.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -492.223663 362.272000 PARTIAL_SUN 593.4375
2021-05-21 20:28:25.000 2021-05-21 20:28:26.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -486.644806 366.624000 PARTIAL_SUN 593.4375
2021-05-21 20:28:31.000 2021-05-21 20:28:31.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -486.522247 366.746000 PARTIAL_SUN 593.4375
2021-05-21 20:30:25.000 2021-05-21 20:30:27.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -486.626556 366.426000 PARTIAL_SUN 593.4375
2021-05-21 20:30:31.000 2021-05-21 20:30:31.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -486.445587 366.181000 PARTIAL_SUN 593.4375
2021-05-21 20:32:25.000 2021-05-21 20:32:27.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -486.263885 366.023000 PARTIAL_SUN 593.4375
2021-05-21 20:32:31.000 2021-05-21 20:32:32.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -486.326691 365.997000 PARTIAL_SUN 593.4375
2021-05-21 20:34:25.000 2021-05-21 20:34:27.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -486.229401 365.586000 PARTIAL_SUN 593.4375
2021-05-21 20:34:31.000 2021-05-21 20:34:32.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -486.230194 365.464000 PARTIAL_SUN 593.4375
2021-05-21 20:36:27.000 2021-05-21 20:36:27.000 Hinode XRT 4118.0 .. 4496.0 SAO Intensity Broad -502.003052 372.317000 PARTIAL_SUN 593.4375
2021-05-21 20:36:29.000 2021-05-21 20:36:29.000 Hinode XRT 4118.0 .. 4496.0 SAO Intensity Broad -485.844635 364.911000 PARTIAL_SUN 593.4375
2021-05-21 20:36:56.000 2021-05-21 20:36:56.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -485.794769 365.154000 PARTIAL_SUN 593.4375
2021-05-21 20:37:01.000 2021-05-21 20:37:01.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -485.795502 365.094000 PARTIAL_SUN 1043.4375
2021-05-21 20:37:09.000 2021-05-21 20:37:25.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -485.802032 365.122000 PARTIAL_SUN 593.4375
2021-05-21 20:37:33.000 2021-05-21 20:37:33.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -485.749054 364.965000 PARTIAL_SUN 593.4375
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2021-05-21 23:40:46.000 2021-05-21 23:40:46.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -463.779724 369.148000 PARTIAL_SUN 593.4375
2021-05-21 23:40:51.000 2021-05-21 23:40:51.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -463.719177 369.087000 PARTIAL_SUN 593.4375
2021-05-21 23:42:46.000 2021-05-21 23:42:47.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -463.298553 368.247000 PARTIAL_SUN 593.4375
2021-05-21 23:42:51.000 2021-05-21 23:42:51.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -463.298065 368.308000 PARTIAL_SUN 593.4375
2021-05-21 23:44:46.000 2021-05-21 23:44:47.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -463.136383 367.658000 PARTIAL_SUN 593.4375
2021-05-21 23:44:52.000 2021-05-21 23:44:52.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -463.132782 367.478000 PARTIAL_SUN 593.4375
2021-05-21 23:46:48.000 2021-05-21 23:46:48.000 Hinode XRT 4118.0 .. 4496.0 SAO Intensity Broad -478.662231 374.422000 PARTIAL_SUN 593.4375
2021-05-21 23:46:51.000 2021-05-21 23:46:51.000 Hinode XRT 4118.0 .. 4496.0 SAO Intensity Broad -462.809174 366.957000 PARTIAL_SUN 593.4375
2021-05-21 23:47:18.000 2021-05-21 23:47:18.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.806976 366.882000 PARTIAL_SUN 593.4375
2021-05-21 23:47:22.000 2021-05-21 23:47:23.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -462.867432 366.943000 PARTIAL_SUN 1043.4375
2021-05-21 23:47:31.000 2021-05-21 23:47:42.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -462.928345 366.943000 PARTIAL_SUN 593.4375
2021-05-21 23:47:49.000 2021-05-21 23:47:50.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.866974 366.909000 PARTIAL_SUN 593.4375
2021-05-21 23:47:54.000 2021-05-21 23:47:55.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -462.866058 366.998000 PARTIAL_SUN 1043.4375
2021-05-21 23:48:03.000 2021-05-21 23:48:19.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -462.987823 366.999000 PARTIAL_SUN 593.4375
2021-05-21 23:48:26.000 2021-05-21 23:48:27.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.988861 366.939000 PARTIAL_SUN 593.4375
2021-05-21 23:48:31.000 2021-05-21 23:48:33.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -462.684570 366.876000 PARTIAL_SUN 1043.4375
2021-05-21 23:48:41.000 2021-05-21 23:48:57.000 Hinode XRT 3.0 .. 15.0 SAO Intensity Broad -462.747009 366.787000 PARTIAL_SUN 593.4375
2021-05-21 23:49:07.000 2021-05-21 23:49:08.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -462.749237 366.638000 PARTIAL_SUN 593.4375
2021-05-21 23:49:12.000 2021-05-21 23:49:12.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.629944 366.490000 PARTIAL_SUN 593.4375
2021-05-21 23:50:41.000 2021-05-21 23:50:42.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -462.522369 366.431000 PARTIAL_SUN 593.4375
2021-05-21 23:50:47.000 2021-05-21 23:50:47.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.644073 366.431000 PARTIAL_SUN 593.4375
2021-05-21 23:52:40.000 2021-05-21 23:52:43.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -462.253113 366.134000 PARTIAL_SUN 593.4375
2021-05-21 23:52:48.000 2021-05-21 23:52:48.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.624725 366.108000 PARTIAL_SUN 593.4375
2021-05-21 23:54:40.000 2021-05-21 23:54:42.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -462.308441 365.753000 PARTIAL_SUN 593.4375
2021-05-21 23:54:49.000 2021-05-21 23:54:49.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.186768 365.753000 PARTIAL_SUN 593.4375
2021-05-21 23:56:40.000 2021-05-21 23:56:42.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -462.059326 365.275000 PARTIAL_SUN 593.4375
2021-05-21 23:56:49.000 2021-05-21 23:56:49.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -461.875671 365.396000 PARTIAL_SUN 593.4375
2021-05-21 23:58:40.000 2021-05-21 23:58:42.000 Hinode XRT 3.0 .. 30.0 SAO Intensity Broad -461.623749 364.932000 PARTIAL_SUN 593.4375
2021-05-21 23:58:49.000 2021-05-21 23:58:49.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -461.569183 364.942000 PARTIAL_SUN 593.4375
This query will return a large number of files, this is due to the fact we do not specify any additional filters. We can filter the data by specifying additional attributes in the query.
For wavelength, we use a range that focuses the data to return only Al-Poly filter images. This will cut the results down in half.
query = Fido.search(
a.Time("2021-05-21 20:51:00", "2021-05-22 00:00:00"),
a.Instrument("xrt"),
a.Wavelength(4 * u.nm, 5 * u.nm),
)
print(query)
Results from 1 Provider:
65 Results from the VSOClient:
Source: https://sdac.virtualsolar.org/cgi/search
Data retrieval status: http://docs.virtualsolar.org/wiki/VSOHealthReport
Total estimated size: 40.447 Gbyte
Start Time End Time Source Instrument Wavelength Provider Physobs Wavetype Extent X Extent Y Extent Type Size
Angstrom Mibyte
----------------------- ----------------------- ------ ---------- ------------ -------- --------- -------- ----------- ---------- ----------- --------
2021-05-21 20:52:34.000 2021-05-21 20:52:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -483.652527 363.148000 PARTIAL_SUN 593.4375
2021-05-21 20:54:35.000 2021-05-21 20:54:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -483.531250 363.366000 PARTIAL_SUN 593.4375
2021-05-21 20:56:35.000 2021-05-21 20:56:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -483.303101 363.776000 PARTIAL_SUN 593.4375
2021-05-21 20:58:35.000 2021-05-21 20:58:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -483.032471 364.587000 PARTIAL_SUN 593.4375
2021-05-21 21:00:35.000 2021-05-21 21:00:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -482.798523 364.660000 PARTIAL_SUN 593.4375
2021-05-21 21:02:35.000 2021-05-21 21:02:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -482.668823 365.037000 PARTIAL_SUN 593.4375
2021-05-21 21:04:35.000 2021-05-21 21:04:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -482.508423 365.137000 PARTIAL_SUN 593.4375
2021-05-21 21:06:35.000 2021-05-21 21:06:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -482.560059 364.185000 PARTIAL_SUN 593.4375
2021-05-21 21:08:35.000 2021-05-21 21:08:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -482.628296 364.009000 PARTIAL_SUN 593.4375
2021-05-21 21:10:35.000 2021-05-21 21:10:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -481.810791 364.628000 PARTIAL_SUN 593.4375
2021-05-21 21:12:35.000 2021-05-21 21:12:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -481.522217 365.073000 PARTIAL_SUN 593.4375
2021-05-21 21:14:35.000 2021-05-21 21:14:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -481.346497 364.675000 PARTIAL_SUN 593.4375
2021-05-21 21:16:35.000 2021-05-21 21:16:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -481.519287 363.613000 PARTIAL_SUN 593.4375
2021-05-21 21:18:35.000 2021-05-21 21:18:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -481.813293 362.696000 PARTIAL_SUN 593.4375
2021-05-21 21:20:35.000 2021-05-21 21:20:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -481.758545 362.322000 PARTIAL_SUN 593.4375
2021-05-21 21:22:35.000 2021-05-21 21:22:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -481.343140 362.539000 PARTIAL_SUN 593.4375
2021-05-21 21:24:35.000 2021-05-21 21:24:35.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -480.938660 362.806000 PARTIAL_SUN 593.4375
2021-05-21 21:26:35.000 2021-05-21 21:26:36.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -480.734863 362.372000 PARTIAL_SUN 593.4375
2021-05-21 21:28:35.000 2021-05-21 21:28:36.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -480.565552 362.167000 PARTIAL_SUN 593.4375
2021-05-21 22:05:03.000 2021-05-21 22:05:04.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.982910 367.612000 PARTIAL_SUN 593.4375
2021-05-21 22:07:05.000 2021-05-21 22:07:06.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.759460 367.243000 PARTIAL_SUN 593.4375
2021-05-21 22:09:05.000 2021-05-21 22:09:06.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.441589 366.694000 PARTIAL_SUN 593.4375
2021-05-21 22:11:06.000 2021-05-21 22:11:06.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.574402 365.851000 PARTIAL_SUN 593.4375
2021-05-21 22:13:39.000 2021-05-21 22:13:40.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.242249 365.940000 PARTIAL_SUN 593.4375
2021-05-21 22:14:21.000 2021-05-21 22:14:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.254517 365.765000 PARTIAL_SUN 593.4375
2021-05-21 22:15:01.000 2021-05-21 22:15:01.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.211304 365.860000 PARTIAL_SUN 593.4375
2021-05-21 22:15:47.000 2021-05-21 22:15:48.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.233521 365.578000 PARTIAL_SUN 593.4375
2021-05-21 22:17:20.000 2021-05-21 22:17:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -474.090210 365.142000 PARTIAL_SUN 593.4375
2021-05-21 22:19:19.000 2021-05-21 22:19:19.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -473.724091 364.958000 PARTIAL_SUN 593.4375
2021-05-21 22:21:20.000 2021-05-21 22:21:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -473.219513 365.026000 PARTIAL_SUN 593.4375
2021-05-21 22:23:19.000 2021-05-21 22:23:19.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -473.009857 364.290000 PARTIAL_SUN 593.4375
2021-05-21 22:25:20.000 2021-05-21 22:25:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -472.961090 363.710000 PARTIAL_SUN 593.4375
2021-05-21 22:27:20.000 2021-05-21 22:27:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -472.459320 363.427000 PARTIAL_SUN 593.4375
2021-05-21 22:29:22.000 2021-05-21 22:29:23.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -472.363190 363.421000 PARTIAL_SUN 593.4375
2021-05-21 22:31:23.000 2021-05-21 22:31:24.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -471.880280 363.501000 PARTIAL_SUN 593.4375
2021-05-21 22:33:21.000 2021-05-21 22:33:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -471.765900 363.860000 PARTIAL_SUN 593.4375
2021-05-21 22:35:20.000 2021-05-21 22:35:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -471.357574 364.214000 PARTIAL_SUN 593.4375
2021-05-21 22:37:20.000 2021-05-21 22:37:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -471.213226 364.979000 PARTIAL_SUN 593.4375
2021-05-21 22:39:20.000 2021-05-21 22:39:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -470.989349 365.041000 PARTIAL_SUN 593.4375
2021-05-21 22:41:20.000 2021-05-21 22:41:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -470.987091 364.728000 PARTIAL_SUN 593.4375
2021-05-21 22:43:24.000 2021-05-21 22:43:24.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -470.661743 364.917000 PARTIAL_SUN 593.4375
2021-05-21 22:45:21.000 2021-05-21 22:45:22.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -470.341003 365.475000 PARTIAL_SUN 593.4375
2021-05-21 22:47:20.000 2021-05-21 22:47:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -470.514496 365.260000 PARTIAL_SUN 593.4375
2021-05-21 22:49:20.000 2021-05-21 22:49:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -470.306915 365.453000 PARTIAL_SUN 593.4375
2021-05-21 22:51:20.000 2021-05-21 22:51:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -469.845642 365.261000 PARTIAL_SUN 593.4375
2021-05-21 22:53:20.000 2021-05-21 22:53:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -469.846283 364.044000 PARTIAL_SUN 593.4375
2021-05-21 22:55:22.000 2021-05-21 22:55:22.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -469.960266 363.458000 PARTIAL_SUN 593.4375
2021-05-21 22:57:22.000 2021-05-21 22:57:22.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -469.948120 363.092000 PARTIAL_SUN 593.4375
2021-05-21 22:59:23.000 2021-05-21 22:59:24.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -469.641937 363.164000 PARTIAL_SUN 593.4375
2021-05-21 23:01:21.000 2021-05-21 23:01:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -469.227875 363.447000 PARTIAL_SUN 593.4375
2021-05-21 23:03:20.000 2021-05-21 23:03:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -469.206421 363.117000 PARTIAL_SUN 593.4375
2021-05-21 23:05:20.000 2021-05-21 23:05:20.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -468.806335 362.696000 PARTIAL_SUN 593.4375
2021-05-21 23:07:21.000 2021-05-21 23:07:21.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -468.756287 362.508000 PARTIAL_SUN 593.4375
2021-05-21 23:40:51.000 2021-05-21 23:40:51.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -463.719177 369.087000 PARTIAL_SUN 593.4375
2021-05-21 23:42:51.000 2021-05-21 23:42:51.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -463.298065 368.308000 PARTIAL_SUN 593.4375
2021-05-21 23:44:52.000 2021-05-21 23:44:52.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -463.132782 367.478000 PARTIAL_SUN 593.4375
2021-05-21 23:47:18.000 2021-05-21 23:47:18.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.806976 366.882000 PARTIAL_SUN 593.4375
2021-05-21 23:47:49.000 2021-05-21 23:47:50.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.866974 366.909000 PARTIAL_SUN 593.4375
2021-05-21 23:48:26.000 2021-05-21 23:48:27.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.988861 366.939000 PARTIAL_SUN 593.4375
2021-05-21 23:49:12.000 2021-05-21 23:49:12.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.629944 366.490000 PARTIAL_SUN 593.4375
2021-05-21 23:50:47.000 2021-05-21 23:50:47.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.644073 366.431000 PARTIAL_SUN 593.4375
2021-05-21 23:52:48.000 2021-05-21 23:52:48.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.624725 366.108000 PARTIAL_SUN 593.4375
2021-05-21 23:54:49.000 2021-05-21 23:54:49.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -462.186768 365.753000 PARTIAL_SUN 593.4375
2021-05-21 23:56:49.000 2021-05-21 23:56:49.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -461.875671 365.396000 PARTIAL_SUN 593.4375
2021-05-21 23:58:49.000 2021-05-21 23:58:49.000 Hinode XRT 3.0 .. 220.0 SAO Intensity Broad -461.569183 364.942000 PARTIAL_SUN 593.4375
Now we will download the data. As this is still over 60 files, this process can take some time.
xrt_files = Fido.fetch(query)
We can now load the data into a MapSequence and create a animation.
xrt_seq = sunpy.map.Map(xrt_files, sequence=True)
fig = plt.figure()
ax = fig.add_subplot(projection=xrt_seq.maps[0])
ani = xrt_seq.plot(
axes=ax, norm=ImageNormalize(vmin=0, vmax=5e3, stretch=SqrtStretch())
)