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https://sunpy.org/ SunPy — sunpy.org The community-developed, free and open-source solar data analysis environment for Python. sunpy https://community.openastronomy.org/c/sunpy/5 SunPy - OpenAstronomy Community Talk about SunPy, its affiliated packages or just any posts about solar physics and doing solar physics with Python. If you have questions please post them... sunpy community https://docs.sunpy.org/en/stable/generated/api/sunpy.net.fido_factory.UnifiedDownloaderFactory.html UnifiedDownloaderFactory — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.HeliographicCarrington.html HeliographicCarrington — sunpy 8.0.0 documentation heliographiccarrington sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/map/lasco_mask.html Creating a mask for LASCO C2 data — sunpy 8.0.0 documentation In this example, we will manually create a mask to block the occulter in an unprocessed LASCO C2 coronagraph image. First, download some unprocessed LASCO C2... https://docs.sunpy.org/en/stable/generated/gallery/units_and_coordinates/AltAz_Coordinate_transform.html Converting between Helioprojective and AltAz Coordinate — sunpy 8.0.0 documentation How to find the Sun in the sky as viewed from a particular location. We use SkyCoord to define the center of the Sun. Now we establish our location on the Ea... converting helioprojective https://docs.sunpy.org/en/stable/generated/api/sunpy.util.hash_file.html hash_file — sunpy 8.0.0 documentation hash file sunpy documentation https://docs.sunpy.org/en/stable/whatsnew/8.0.html What’s New in sunpy 8.0? — sunpy 8.0.0 documentation The SunPy Project is pleased to announce the 8.0 release of the sunpy core package. On this page, you can read about some of the big changes in this release.... new in sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.system_info.html system_info — sunpy 8.0.0 documentation system info sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/map/interactive_point_selection.html Interactively Selecting Coordinates on a Plot — sunpy 8.0.0 documentation In this example we demonstrate how to extract world coordinates of points selected interactively. We will start with using sunpy’s sample data for this examp... on a selecting coordinates https://docs.sunpy.org/en/stable/generated/gallery/plotting/overplot_hek_polygon.html Overplotting HEK feature/event polygons on a map — sunpy 8.0.0 documentation How to overplot HEK outlines on a map. We start with the sample data. Look for coronal holes detected using the SPoCA feature recognition method: Let’s find ... on a map https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.ADAPTMap.html ADAPTMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.data.EARTH_IMAGE.html EARTH_IMAGE — sunpy 8.0.0 documentation earth image sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.hek.attrs.Contains.html Contains — sunpy 8.0.0 documentation contains sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.GONGSynopticMap.html GONGSynopticMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.EITL1Map.html EITL1Map — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.sun.true_obliquity_of_ecliptic.html true_obliquity_of_ecliptic — sunpy 8.0.0 documentation true ecliptic sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.io._fits.format_comments_and_history.html format_comments_and_history — sunpy 8.0.0 documentation format comments history sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.jsoc.Cutout.html Cutout — sunpy 8.0.0 documentation cutout sunpy documentation https://vtechworks.lib.vt.edu/items/38643b88-9c13-4411-8003-e24d146d1c09 The SunPy Project: Open Source Development and Status of the Version 1.0 Core Package The goal of the SunPy project is to facilitate and promote the use and development of community-led, free, and open source data analysis software for solar... https://docs.sunpy.org/en/stable/generated/api/sunpy.map.MapSequence.html MapSequence — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.spice.get_rotation_matrix.html get_rotation_matrix — sunpy 8.0.0 documentation get rotation matrix sunpy documentation https://docs.sunpy.org/en/stable/reference/time.html Time (sunpy.time) — sunpy 8.0.0 documentation sunpy.time contains helpers for converting strings to astropy.time.Time objects and handling common operations on these objects. As well as this a TimeRange ... time sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.dataretriever.client.GenericClient.html GenericClient — sunpy 8.0.0 documentation genericclient sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.AIAMap.html AIAMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.util.get_keywords.html get_keywords — sunpy 8.0.0 documentation get keywords sunpy documentation https://docs.sunpy.org/en/stable/whatsnew/4.0.html What’s New in SunPy 4.0? — sunpy 8.0.0 documentation The SunPy project is pleased to announce the 4.0 release of the sunpy core package. On this page, you can read about some of the big changes in this release.... new in sunpy documentation https://numfocus.org/project/sunpy SunPy - NumFOCUS Dec 31, 2021 - SunPy is a Python-based software library that provides tools for performing research using direct observations of the Sun and Heliosphere. sunpy numfocus https://docs.sunpy.org/en/stable/generated/gallery/plotting/screen_blend_mode.html Blending maps together — sunpy 8.0.0 documentation This example shows how to blend two maps. matplotlib by itself provides only alpha-based transparency for superimposing one image onto another, which may not... blending maps together sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.util.net.parse_header.html parse_header — sunpy 8.0.0 documentation parse header sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.hek2vso.vso_attribute_parse.html vso_attribute_parse — sunpy 8.0.0 documentation vso attribute parse sunpy documentation https://tracker.debian.org/pkg/sunpy-sphinx-theme sunpy-sphinx-theme - Debian Package Tracker sphinx theme debian package sunpy tracker https://docs.sunpy.org/en/stable/generated/api/sunpy.net.fido_factory.UnifiedResponse.html UnifiedResponse — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/plotting/finding_local_peaks_in_solar_data.html Finding Local Peaks in Solar Data — sunpy 8.0.0 documentation Detecting intensity peaks in solar images can be useful, for example as a simple flare identification mechanism. This example illustrates detection of areas ... finding local solar data peaks https://docs.sunpy.org/en/stable/generated/api/sunpy.timeseries.sources.NOAAPredictIndicesTimeSeries.html NOAAPredictIndicesTimeSeries — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/time_series/goes_hek_m25.html Flare times on a GOES XRS plot — sunpy 8.0.0 documentation How to plot flare times as provided by the HEK on a GOES XRS plot. Let’s grab GOES XRS data for a particular time of interest and the HEK flare data for this... on a https://docs.sunpy.org/en/stable/generated/api/sunpy.sun.constants.average_angular_size.html average_angular_size — sunpy 8.0.0 documentation average angular size sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.dataretriever.EVEClient.html EVEClient — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/units_and_coordinates/AIA_limb_STEREO.html Drawing the AIA limb on a STEREO EUVI image — sunpy 8.0.0 documentation In this example we use a STEREO-B and an SDO image to demonstrate how to overplot the limb as seen by AIA on an EUVI-B image. Then we overplot the AIA coordi... https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.MDIMap.html MDIMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.SXTMap.html SXTMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.is_all_on_disk.html is_all_on_disk — sunpy 8.0.0 documentation all on disk sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.frames.BaseHeliographic.html BaseHeliographic — sunpy 8.0.0 documentation baseheliographic sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.util.cached_property_based_on.html cached_property_based_on — sunpy 8.0.0 documentation based on cached property sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/showcase/los_simulation_box_intersection.html Understanding Observer Orientation Relative to a Simulated Volume with astropy.coordinates — sunpy... This example demonstrates how to use the astropy.coordinates framework, combined with the solar coordinate frameworks provided by sunpy, to find the intersec... https://docs.sunpy.org/en/stable/generated/gallery/showcase/eclipse_amount.html Obtaining solar-eclipse information — sunpy 8.0.0 documentation How to obtain information about a solar eclipse The function sunpy.coordinates.sun.eclipse_amount() returns how much of the Sun is occulted by the Moon at th... solar eclipse obtaining information sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.TRACEMap.html TRACEMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.self_test.html self_test — sunpy 8.0.0 documentation self test sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.sun.eclipse_amount.html eclipse_amount — sunpy 8.0.0 documentation eclipse amount sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.hek2vso.H2VClient.html H2VClient — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.io._fits.read.html read — sunpy 8.0.0 documentation read sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.io.ana.get_header.html get_header — sunpy 8.0.0 documentation get header sunpy documentation https://docs.sunpy.org/en/stable/whatsnew/6.0.html What’s New in sunpy 6.0? — sunpy 8.0.0 documentation The SunPy Project is pleased to announce the 6.0 release of the sunpy core package. On this page, you can read about some of the big changes in this release.... new in sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/map_transformations/reprojection_auto_extent.html Reprojecting with Automatic Extent — sunpy 8.0.0 documentation This example demonstrates how you can automatically determine the extent needed for the output of a reprojection instead of specifying it ahead of time. Let’... automatic extent sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.util.xml.xml_to_dict.html xml_to_dict — sunpy 8.0.0 documentation xml dict sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.util.dict_keys_same.html dict_keys_same — sunpy 8.0.0 documentation dict keys sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.Map.html Map — sunpy 8.0.0 documentation map sunpy documentation https://docs.sunpy.org/en/stable/how_to/index.html How-To Guides — sunpy 8.0.0 documentation These how-to guides provide examples of how to perform specific tasks with sunpy. They are recipes that do not provide much in-depth explanation and assume y... how to guides sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.solarnet.attrs.Tags.html Tags — sunpy 8.0.0 documentation tags sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.LASCOMap.html LASCOMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.print_config.html print_config — sunpy 8.0.0 documentation print config sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.HIMap.html HIMap — sunpy 8.0.0 documentation himap sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.timeseries.TimeSeries.html TimeSeries — sunpy 8.0.0 documentation timeseries sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.data.test.get_dummy_map_from_header.html get_dummy_map_from_header — sunpy 8.0.0 documentation get dummy map header sunpy https://docs.sunpy.org/en/stable/generated/gallery/map/index.html Map — sunpy 8.0.0 documentation Examples using Map with solar data Comparing Map Rotation Functions Creating a Composite map Creating a mask for LASCO C2 data Cropping a Map Downloading and... map sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.frames.SunPyBaseCoordinateFrame.html SunPyBaseCoordinateFrame — sunpy 8.0.0 documentation sunpybasecoordinateframe documentation https://docs.sunpy.org/en/stable/generated/gallery/plotting/lat_lon_lines.html Drawing heliographic longitude and latitude lines — sunpy 8.0.0 documentation This example demonstrates how you can draw individual Stonyhurst longitude and latitude lines. We will first demonstrate the coordinate transformations that ... drawing longitude latitude https://qa.debian.org/cgi-bin/vcswatch?package=sunpy-sphinx-theme sunpy-sphinx-theme vcswatch -- Debian Quality Assurance sphinx theme sunpy debian quality assurance https://docs.sunpy.org/en/stable/generated/api/sunpy.util.sphinx.generate.Generate.html Generate — sunpy 8.0.0 documentation generate sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.util.functools.seconddispatch.html seconddispatch — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/reference/physics.html Physics (sunpy.physics) — sunpy 8.0.0 documentation sunpy.physics contains routines to calculate various physical parameters and models for the Sun. sunpy.physics Package: sunpy.physics.differential_rotation M... physics sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/map/difference_images.html Plotting a difference image — sunpy 8.0.0 documentation This example shows how to compute and plot a difference image. When analyzing solar imaging data it is often useful to look at the difference from one time s... plotting difference image sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/time_series/goes_xrs_example.html Retrieving and analyzing GOES X-Ray Sensor (XRS) data — sunpy 8.0.0 documentation The X-ray Sensor (XRS) on board the GOES series of satellites have provided soft X-ray measurements in two broadband energy ranges 0.5-4 and 1-8 angstrom sin... https://docs.sunpy.org/en/stable/generated/gallery/map/map_resampling_and_superpixels.html Resampling Maps — sunpy 8.0.0 documentation How to resample a map using the resample method, which implements interpolation, or using superpixels, which combines pixels. We start with the sample data. ... resampling maps sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/map/track_active_region.html Tracking an Active Region Across the Solar Disk — sunpy 8.0.0 documentation This example demonstrates how to track an active region as it rotates across the solar disk and make cutouts around that active region at each time step to b... https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sample_at_coords.html sample_at_coords — sunpy 8.0.0 documentation sample coords sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.soar.attrs.Distance.html Distance — sunpy 8.0.0 documentation distance sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.METISMap.html METISMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.io._header.FileHeader.html FileHeader — sunpy 8.0.0 documentation fileheader sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.base_client.BaseQueryResponse.html BaseQueryResponse — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.map.sources.CORMap.html CORMap — sunpy 8.0.0 documentation sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.time.julian_centuries.html julian_centuries — sunpy 8.0.0 documentation julian centuries sunpy documentation https://docs.sunpy.org/en/stable/reference/index.html Reference — sunpy 8.0.0 documentation sunpy ( sunpy)- sunpy Package., Coordinates ( sunpy.coordinates)- Supported Coordinate Systems, Reference/API, Reference/API for supporting coordinates modul... reference sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/plotting/plot_rotated_rectangle.html Drawing a rotated rectangle on a map — sunpy 8.0.0 documentation This example will demonstrate how to draw a rectangle that is rotated relative to the axes on a map using draw_quadrangle(). Let’s start with a sample image ... on map drawing rotated rectangle https://docs.sunpy.org/en/stable/generated/api/sunpy.visualization.colormaps.color_tables.aia_color_table.html aia_color_table — sunpy 8.0.0 documentation color table aia sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.GeocentricSolarEcliptic.html GeocentricSolarEcliptic — sunpy 8.0.0 documentation geocentricsolarecliptic sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.util.warn_user.html warn_user — sunpy 8.0.0 documentation warn user sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/map/map_contouring.html Finding contours of a map — sunpy 8.0.0 documentation This example shows how to find and plot contours on a map. Start by loading the sample data. In finding a set of contours, we have to provide the level to co... of a finding contours map sunpy https://docs.sunpy.org/en/stable/generated/api/sunpy.map.GenericMap.html GenericMap — sunpy 8.0.0 documentation sunpy documentation https://sunpy.org/about/project/ SunPy Project — sunpy.org The SunPy Project is the organization which maintains the SunPy library and sponsored affiliated packages. The organizational structure is described in SEP-2,... sunpy project https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.frames.Helioprojective.html Helioprojective — sunpy 8.0.0 documentation helioprojective sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.frames.HeliocentricInertial.html HeliocentricInertial — sunpy 8.0.0 documentation heliocentricinertial sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.jsoc.PrimeKey.html PrimeKey — sunpy 8.0.0 documentation primekey sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.physics.differential_rotation.solar_rotate_coordinate.html solar_rotate_coordinate — sunpy 8.0.0 documentation solar rotate coordinate sunpy documentation https://docs.sunpy.org/en/stable/generated/gallery/units_and_coordinates/getting_lasco_observer_location.html Setting the correct position for SOHO in a LASCO C3 Map — sunpy 8.0.0 documentation How to get the correct location of SOHO using JPL HORIZONS and update the header. Let’s download a SOHO/LASCO C3 image Helioviewer.org and load it into a Map... https://docs.sunpy.org/en/stable/generated/gallery/time_series/power_spectra_example.html Making a power spectrum from a TimeSeries — sunpy 8.0.0 documentation How to estimate the power spectrum of a TimeSeries. Let’s first load a RHESSI TimeSeries from sunpy’s sample data. This data contains 9 columns, which are ev... making a power spectrum https://docs.sunpy.org/en/stable/generated/gallery/map/plot_frameless_image.html Plotting a Map without any Axes — sunpy 8.0.0 documentation This examples shows you how to plot a Map without any annotations at all, i.e., to save as an image. Create a sunpy Map from the sample data. Plot the Map wi... a map plotting without https://docs.sunpy.org/en/stable/generated/api/sunpy.coordinates.metaframes.RotatedSunFrame.html RotatedSunFrame — sunpy 8.0.0 documentation rotatedsunframe sunpy documentation https://docs.sunpy.org/en/stable/whatsnew/index.html Release History — sunpy 8.0.0 documentation A new version of the sunpy core package is released twice a year, with target release months of May and November. Versions x.0 are long term support (LTS) re... release history sunpy documentation https://docs.sunpy.org/en/stable/generated/api/sunpy.net.dataretriever.attrs.adapt.ADAPTHelioData.html ADAPTHelioData — sunpy 8.0.0 documentation sunpy documentation