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SunPy 1.1.0

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

Searching and downloading from the VSO¶

../../_images/sphx_glr_downloading_hmi_thumb.png

Downloading and plotting an HMI magnetogram¶

../../_images/sphx_glr_skip_downloading_lascoC3_thumb.png

Downloading and plotting LASCO C3 data¶

../../_images/sphx_glr_2011_06_07_sampledata_overview_thumb.png

Sample data set overview¶

Map¶

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

../../_images/sphx_glr_map_rotation_thumb.png

Rotating a Map¶

../../_images/sphx_glr_map_resampling_and_superpixels_thumb.png

Resampling Maps¶

../../_images/sphx_glr_brightness_pixel_location_thumb.png

Finding the brightest pixel¶

../../_images/sphx_glr_submaps_and_cropping_thumb.png

Cropping a Map¶

../../_images/sphx_glr_plot_frameless_image_thumb.png

Plotting a Map without any Axes¶

../../_images/sphx_glr_image_bright_regions_gallery_example_thumb.png

Finding bright regions with ndimage¶

../../_images/sphx_glr_map_from_numpy_array_thumb.png

Generating a map from data array¶

../../_images/sphx_glr_composite_map_AIA_HMI_thumb.png

Creating a Composite map¶

../../_images/sphx_glr_map_data_histogram_thumb.png

Histograming map data¶

Time Series¶

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

../../_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_goes_hek_m25_thumb.png

Flare times on a GOES XRS plot¶

../../_images/sphx_glr_timeseriesmetadata_example_thumb.png

The TimeSeriesMetaData class¶

../../_images/sphx_glr_timeseries_peak_finding_thumb.png

Find peaks in TimeSeries¶

../../_images/sphx_glr_timeseries_example_thumb.png

Interacting with Data Using SunPy TimeSeries¶

Coordinates, times, and units¶

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

../../_images/sphx_glr_constants_reference_thumb.png

SunPy Constants¶

../../_images/sphx_glr_planet_locations_thumb.png

Getting the location of the planets¶

../../_images/sphx_glr_AltAz_Coordinate_transform_thumb.png

Converting between Helioprojective and AltAz Coordinate¶

../../_images/sphx_glr_getting_observer_location_thumb.png

Getting the observer location from a Map¶

../../_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_STEREO_SECCHI_starfield_thumb.png

Identifying stars in a STEREO/SECCHI COR2 coronagraph image¶

../../_images/sphx_glr_getting_lasco_observer_location_thumb.png

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

../../_images/sphx_glr_AIA_limb_STEREO_thumb.png

Drawing the AIA limb on a STEREO EUVI image¶

../../_images/sphx_glr_SDO_to_STEREO_Coordinate_Conversion_thumb.png

AIA to STEREO coordinate conversion¶

Plotting¶

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

../../_images/sphx_glr_aia_example_thumb.png

Plotting a map¶

../../_images/sphx_glr_map_editcolormap_thumb.png

Editing the colormap and normalization of a Map¶

../../_images/sphx_glr_LineAnimator_examples_thumb.png

How to use the LineAnimator¶

../../_images/sphx_glr_sunpy_matplotlib_colormap_thumb.png

Using the SunPy Colormaps with matplotlib¶

../../_images/sphx_glr_fading_between_maps_thumb.png

Fading between two maps¶

../../_images/sphx_glr_great_arc_example_thumb.png

Drawing and using a Great Arc¶

../../_images/sphx_glr_Finding_Local_Peaks_in_Solar_Data_thumb.png

Finding Local Peaks in Solar Data¶

../../_images/sphx_glr_lat_lon_lines_thumb.png

Drawing heliographic longitude and latitude lines¶

../../_images/sphx_glr_wcs_axis_map_example_thumb.png

Imshow and maps coordinates¶

../../_images/sphx_glr_solar_cycle_example_thumb.png

Plotting the solar cycle index¶

../../_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_finegrained_plot_thumb.png

Fine grained Plotting Features of Map¶

../../_images/sphx_glr_simple_differential_rotation_thumb.png

Simple Differential Rotation¶

../../_images/sphx_glr_magnetogram_active_regions_thumb.png

Overplotting SRS active region locations on a magnetograms¶

../../_images/sphx_glr_arrayanimatorwcs_thumb.png

Creating a visualization with ArrayAnimatorWCS¶

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_mask_disk_thumb.png

Masking out the solar disk¶

../../_images/sphx_glr_loop_edge_enhance_thumb.png

Edge Enhancing Coronal Loops¶

../../_images/sphx_glr_finding_masking_bright_pixels_thumb.png

Finding and masking bright pixels¶

../../_images/sphx_glr_off_limb_enhance_thumb.png

Enhancing off-disk emission¶

Using SunPy with other packages¶

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

../../_images/sphx_glr_reprojection_heliographic_stonyhurst_thumb.png

Creating a Heliographic Map¶

../../_images/sphx_glr_reprojection_align_aia_hmi_thumb.png

Aligning AIA and HMI Data with Reproject¶

../../_images/sphx_glr_reprojection_different_observers_thumb.png

Reprojecting Images to Different Observers¶

../../_images/sphx_glr_reprojection_aia_euvi_mosaic_thumb.png

Creating a Full Sun Map with AIA and EUVI¶

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 11 Jan 2020 , built with Sphinx 2.3.0
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