Example Gallery¶

The gallery contains examples of how to use sunpy. Each example is a short and self contained how-to guide for performing a specific task.

Sample data¶

Some of these examples require the SunPy sample data, which are downloaded as needed via the module sunpy.data.sample. If you want to download all of the sample data files in advance, call sunpy.data.sample.download_all().

Acquiring Data¶

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

Getting data from CDAWeb

Querying Metadata clients

Querying the GOES flare event list

Requesting cutouts of AIA images from the JSOC

Searching and downloading from the VSO

Map¶

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

Comparing Map Rotation Functions

Creating a Composite map

Cropping a Map

Finding bright regions with ndimage

Finding contours of a map

Finding the brightest pixel

Generating a map from data array

Histograming map data

Map metadata modification

Overplotting HMI Contours on an AIA Image

Plotting a Map without any Axes

Plotting a difference image

Resampling Maps

Rotating a Map

Segmenting a Map based on transformation of coordinates

Combining, Co-aligning, and Reprojecting Images¶

These examples show how to combine, align and reproject sunpy maps.

Aligning AIA and HMI Data with Reproject

Auto-Aligning AIA and HMI Data During Plotting

Creating Carrington Maps

Creating a Full Sun Map with AIA and EUVI

Reprojecting Images to Different Observers

Reprojecting Using a Spherical Screen

Reprojecting to a Map Projection with a Custom Origin

Rotating HMI maps so they’re not ‘upside-down’

Rotating HMI maps so they're not 'upside-down'

Time Series¶

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

Find Peaks in sunpy TimeSeries

Flare times on a GOES XRS plot

Making a power spectrum from a TimeSeries

Retrieving and analyzing GOES X-Ray Sensor (XRS) data

Smoothing of timeSeries data using convolution filters

The TimeSeriesMetaData class

Using TimeSeries

Coordinates, times, and units¶

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

AIA to STEREO coordinate conversion

Converting between Helioprojective and AltAz Coordinate

Create a Helioprojective Map from observations in the RA-DEC coordinate system

Drawing the AIA limb on a STEREO EUVI image

Extracting intensity of a map along a line

Getting the location of the planets

Getting the observer location from a Map

Identifying stars in a STEREO/SECCHI COR2 coronagraph image

Offsetting the north pole of a coordinate frame

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¶

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

Creating a visualization with ArrayAnimatorWCS

Drawing a latitude-longitude quadrangle

Drawing a rectangle on a map

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

HMI Showcase: Cutout

How to use the LineAnimator

Imshow and maps coordinates

Loading an HMI synoptic map

Overplotting HEK feature/event polygons on a map

Overplotting SRS active region locations on a magnetograms

Plot positions on a blank map

Plotting a coordinate grid

Plotting a map

Plotting a solar cycle index

Plotting points on a Map with WCSAxes

Plotting the solar equator and prime meridian

Plotting the solar limb

Set Axis Range When Plotting a Map

Simple Differential Rotation

Using the sunpy Colormaps with matplotlib

Differential Rotation of the Sun¶

This section showcases how to use RotatedSunFrame to account for differential rotation (i.e., the latitude-dependent rotation rate of the Sun) in the coordinates framework.