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SunPy 2.0.dev545+g9e342e02f

  • User’s Guide
  • Code Reference
  • Example Gallery
    • Using Remote Data Manager
    • Acquiring Data
      • Downloading and plotting LASCO C3 data
      • Downloading and plotting an HMI magnetogram
      • Sample data set overview
      • Searching and downloading from the VSO
    • Map
      • Creating a Composite map
      • Cropping a Map
      • Finding bright regions with ndimage
      • Finding the brightest pixel
      • Generating a map from data array
      • Histograming map data
      • Plotting a Map without any Axes
      • Plotting a difference image
      • Resampling Maps
      • Rotating a Map
    • Time Series
      • Find peaks in TimeSeries
      • Flare times on a GOES XRS plot
      • Interacting with Data Using SunPy TimeSeries
      • Making a power spectrum from a TimeSeries
      • Smoothing of timeSeries data using convolution filters
      • The TimeSeriesMetaData class
    • Coordinates, times, and units
      • AIA to STEREO coordinate conversion
      • Converting between Helioprojective and AltAz Coordinate
      • Drawing the AIA limb on a STEREO EUVI image
      • Getting the location of the planets
      • Getting the observer location from a Map
      • Identifying stars in a STEREO/SECCHI COR2 coronagraph image
      • Overplotting the position of the Venus transit
      • Parsing times with sunpy.time.parse_time
      • Setting the correct position for SOHO in a LASCO C3 Map
      • SunPy Constants
    • Plotting
      • Creating a visualization with ArrayAnimatorWCS
      • Drawing and using a Great Arc
      • Drawing heliographic longitude and latitude lines
      • Editing the colormap and normalization of a Map
      • Fading between two maps
      • Finding Local Peaks in Solar Data
      • Fine grained Plotting Features of Map
      • How to use the LineAnimator
      • Imshow and maps coordinates
      • Loading an HMI daily synoptic image into a Map
      • Overplotting HEK feature/event polygons on a map
      • Overplotting SRS active region locations on a magnetograms
      • Plotting a map
      • Plotting the solar cycle index
      • Simple Differential Rotation
      • Using the SunPy Colormaps with matplotlib
    • Saving and Loading Data
      • Saving and loading coordinates with asdf
    • Computer Vision Techniques
      • Edge Enhancing Coronal Loops
      • Enhancing off-disk emission
      • Finding and masking bright pixels
      • Masking out the solar disk
    • Using SunPy with other packages
      • Aligning AIA and HMI Data with Reproject
      • Creating a Full Sun Map with AIA and EUVI
      • Creating a Heliographic Map
      • Reprojecting Images to Different Observers
  • Developer’s Guide
  • Release History
  • Code of Conduct
  • Acknowledging or Citing SunPy

Example Gallery¶

This gallery contains examples of how to use SunPy. Most of these examples require the SunPy sample data, which you can download by running:

>>> import sunpy.data.sample

Once downloaded the data will be stored in your user directory and you will not need to download it again.

../../_images/sphx_glr_remote_data_manager_thumb.png

Using Remote Data Manager¶

Acquiring Data¶

This section contains any examples which showcase how SunPy can be used to download solar data located on remote servers.

../../_images/sphx_glr_skip_downloading_lascoC3_thumb.png

Downloading and plotting LASCO C3 data¶

../../_images/sphx_glr_skip_downloading_hmi_thumb.png

Downloading and plotting an HMI magnetogram¶

../../_images/sphx_glr_2011_06_07_sampledata_overview_thumb.png

Sample data set overview¶

../../_images/sphx_glr_searching_vso_thumb.png

Searching and downloading from the VSO¶

Map¶

This section contains any examples which showcase how SunPy’s Map can be used with solar data.

../../_images/sphx_glr_composite_map_AIA_HMI_thumb.png

Creating a Composite map¶

../../_images/sphx_glr_submaps_and_cropping_thumb.png

Cropping a Map¶

../../_images/sphx_glr_image_bright_regions_gallery_example_thumb.png

Finding bright regions with ndimage¶

../../_images/sphx_glr_brightness_pixel_location_thumb.png

Finding the brightest pixel¶

../../_images/sphx_glr_map_from_numpy_array_thumb.png

Generating a map from data array¶

../../_images/sphx_glr_map_data_histogram_thumb.png

Histograming map data¶

../../_images/sphx_glr_plot_frameless_image_thumb.png

Plotting a Map without any Axes¶

../../_images/sphx_glr_difference_images_thumb.png

Plotting a difference image¶

../../_images/sphx_glr_map_resampling_and_superpixels_thumb.png

Resampling Maps¶

../../_images/sphx_glr_map_rotation_thumb.png

Rotating a Map¶

Time Series¶

This section contains any examples which showcase how SunPy’s TimeSeries can be used on any supported timeseries data.

../../_images/sphx_glr_timeseries_peak_finding_thumb.png

Find peaks in TimeSeries¶

../../_images/sphx_glr_goes_hek_m25_thumb.png

Flare times on a GOES XRS plot¶

../../_images/sphx_glr_timeseries_example_thumb.png

Interacting with Data Using SunPy TimeSeries¶

../../_images/sphx_glr_power_spectra_example_thumb.png

Making a power spectrum from a TimeSeries¶

../../_images/sphx_glr_timeseries_convolution_filter_thumb.png

Smoothing of timeSeries data using convolution filters¶

../../_images/sphx_glr_skip_timeseriesmetadata_example_thumb.png

The TimeSeriesMetaData class¶

Coordinates, times, and units¶

This section contains any examples which showcasse how SunPy handles coordinate information, times, and scientific units.

../../_images/sphx_glr_skip_SDO_to_STEREO_Coordinate_Conversion_thumb.png

AIA to STEREO coordinate conversion¶

../../_images/sphx_glr_AltAz_Coordinate_transform_thumb.png

Converting between Helioprojective and AltAz Coordinate¶

../../_images/sphx_glr_skip_AIA_limb_STEREO_thumb.png

Drawing the AIA limb on a STEREO EUVI image¶

../../_images/sphx_glr_planet_locations_thumb.png

Getting the location of the planets¶

../../_images/sphx_glr_getting_observer_location_thumb.png

Getting the observer location from a Map¶

../../_images/sphx_glr_STEREO_SECCHI_starfield_thumb.png

Identifying stars in a STEREO/SECCHI COR2 coronagraph image¶

../../_images/sphx_glr_venus_transit_thumb.png

Overplotting the position of the Venus transit¶

../../_images/sphx_glr_parse_time_thumb.png

Parsing times with sunpy.time.parse_time¶

../../_images/sphx_glr_getting_lasco_observer_location_thumb.png

Setting the correct position for SOHO in a LASCO C3 Map¶

../../_images/sphx_glr_constants_reference_thumb.png

SunPy Constants¶

Plotting¶

This section contains any examples which showcase how SunPy’s visualization tools can be used on supported data types.

../../_images/sphx_glr_arrayanimatorwcs_thumb.png

Creating a visualization with ArrayAnimatorWCS¶

../../_images/sphx_glr_great_arc_example_thumb.png

Drawing and using a Great Arc¶

../../_images/sphx_glr_lat_lon_lines_thumb.png

Drawing heliographic longitude and latitude lines¶

../../_images/sphx_glr_map_editcolormap_thumb.png

Editing the colormap and normalization of a Map¶

../../_images/sphx_glr_fading_between_maps_thumb.png

Fading between two maps¶

../../_images/sphx_glr_Finding_Local_Peaks_in_Solar_Data_thumb.png

Finding Local Peaks in Solar Data¶

../../_images/sphx_glr_finegrained_plot_thumb.png

Fine grained Plotting Features of Map¶

../../_images/sphx_glr_LineAnimator_examples_thumb.png

How to use the LineAnimator¶

../../_images/sphx_glr_wcs_axis_map_example_thumb.png

Imshow and maps coordinates¶

../../_images/sphx_glr_hmi_synoptic_maps_thumb.png

Loading an HMI daily synoptic image into a Map¶

../../_images/sphx_glr_overplot_hek_polygon_thumb.png

Overplotting HEK feature/event polygons on a map¶

../../_images/sphx_glr_magnetogram_active_regions_thumb.png

Overplotting SRS active region locations on a magnetograms¶

../../_images/sphx_glr_aia_example_thumb.png

Plotting a map¶

../../_images/sphx_glr_skip_solar_cycle_example_thumb.png

Plotting the solar cycle index¶

../../_images/sphx_glr_simple_differential_rotation_thumb.png

Simple Differential Rotation¶

../../_images/sphx_glr_sunpy_matplotlib_colormap_thumb.png

Using the SunPy Colormaps with matplotlib¶

Saving and Loading Data¶

This section contains any examples which showcase how you can use SunPy to save and load data.

../../_images/sphx_glr_coordinates_in_asdf_thumb.png

Saving and loading coordinates with asdf¶

Computer Vision Techniques¶

This section contains any examples which showcase how SunPy can be used with computer vision techniques to analyze solar data.

../../_images/sphx_glr_loop_edge_enhance_thumb.png

Edge Enhancing Coronal Loops¶

../../_images/sphx_glr_off_limb_enhance_thumb.png

Enhancing off-disk emission¶

../../_images/sphx_glr_finding_masking_bright_pixels_thumb.png

Finding and masking bright pixels¶

../../_images/sphx_glr_mask_disk_thumb.png

Masking out the solar disk¶

Using SunPy with other packages¶

These examples show how SunPy can interface with other packages to perform various tasks.

../../_images/sphx_glr_reprojection_align_aia_hmi_thumb.png

Aligning AIA and HMI Data with Reproject¶

../../_images/sphx_glr_skip_reprojection_aia_euvi_mosaic_thumb.png

Creating a Full Sun Map with AIA and EUVI¶

../../_images/sphx_glr_reprojection_heliographic_stonyhurst_thumb.png

Creating a Heliographic Map¶

../../_images/sphx_glr_skip_reprojection_different_observers_thumb.png

Reprojecting Images to Different Observers¶

Download all examples in Python source code: gallery_python.zip

Download all examples in Jupyter notebooks: gallery_jupyter.zip

Gallery generated by Sphinx-Gallery

© 2020, The SunPy Community

Updated on 01 Apr 2020 , built with Sphinx 2.4.4
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