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‎README.md‎

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# tutorial-notebooks
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Tutorial Jupyter Notebooks maintained by the Rubin Observatory Community Science Team.
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This repository is maintained by the Rubin Observatory Community Science Team.
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## About this repository
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### Advisories
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### Environment
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These tutorials will run in the Rubin Science Platform at data.lsst.cloud.
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### Documentation
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Information for scientists about Rubin Observatory is available at [rubinobservatory.org](https://rubinobservatory.org/for-scientists).
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Documentation for the Rubin Science Platform is at [rsp.lsst.io](https://rsp.lsst.io/).
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### Get support
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To ask a question or report an issue (e.g., a bug), create a new topic in the Support category of the [Rubin Community Forum](https://Community.lsst.org).
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- https://github.com/lsst-sqre/notebook-demo
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- https://github.com/LSSTScienceCollaborations/StackClub
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Many of the tutorial notebooks in this repository were originally developed by Stack Club members or Rubin staff,
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and have been altered and updated to be appropriate for DP0.
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## Tutorials for current data releases
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Tutorial titles in **bold** have Spanish-language versions.
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### Data Preview 1 (DP1)
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Coming soon.
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### Data Preview 0.3 (DP0.3)
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Documentation: [dp0-3.lsst.io](https://dp0-3.lsst.io).
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| Title | Brief Description |
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| **01. Introduction to DP0.3** | An overview of the contents of the DP0.3 moving object catalogs. |
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| 02. Main Belt Asteroids | A brief exploration of the orbital properties of Main Belt asteroids in DP0.3 catalogs. |
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| 03. Trans-Neptunian Objects | Explore the trans-Neptunian object populations in DP0.3. |
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| 04a. Introduction to Phase Curves | Explore phase curves for DP0.3 solar system objects. |
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| 04b. Advanced Phase Curve Modeling | Explicitly investigate the derivation of phase curves for Main Belt asteroids. |
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| 05. Near-Earth Objects | Exploration of the orbital properties of near-Earth objects in the DP0.3 catalogs. |
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| 06. User-Uploaded Catalogs | Use the TAP upload functionality for user-supplied tables and join them with DP0.3 catalogs. |
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| 07. Interactive Catalog Visualization | Create interactive catalog visualizations for large datasets with HoloViews, Bokeh, and Datashader. |
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### Data Preview 0.2 (DP0.2)
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Documentation: [dp0-2.lsst.io](https://dp0-2.lsst.io).
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Note that 09a and 09b can only be used with uncached RSP Image "Weekly 2022_40".
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| Title | Brief Description |
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| **01. Introduction to DP0.2** | Use the Jupyter Notebooks and Rubin python packages to access LSST data products. |
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| 02a. Introduction to TAP | Explore the DP0.2 catalogs with the TAP service. |
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| 02b. Catalog Queries with TAP | Execute complex ADQL queries with the TAP service. Visualize catalog data sets. |
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| 02c. Image Queries with TAP | Retrieve and display images using the ObsTAP service. |
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| 03a. Image Display and Manipulation | Learn how to display and manipulate images using the LSST Science Pipelines. |
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| 03b. Image Display with Firefly | Use the Firefly interactive interface for image data. |
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| 03c. Big deepCoadd Cutout | Use the GetTemplateTask to create a custom deepCoadd cutout that spans multiple patches and tracts. |
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| 04a. Introduction to the Butler | Use the Butler to query DP0 images and catalogs. |
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| 04b. Intermediate Butler Queries | Learn to discover data and apply query constraints with the Butler. |
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| 05. Source Detection and Measurement | Access, display, and manipulate images; detect, deblend, and measure sources; and extract, plot, and use object footprints. |
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| 06a. Interactive Image Visualization | Create interactive image visualizations with the HoloViews and Bokeh open-source python libraries. |
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| 06b. Interactive Catalog Visualization | Create interactive catalog visualizations for large datasets with HoloViews, Bokeh, and Datashader. |
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| 07a. DiaObject Samples | Use the DiaObject table parameters to identify a sample of time-variable objects of interest. |
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| 07b. Variable Star Lightcurves | Use the DP0.2 catalogs to identify variable stars and plot their lightcurves. |
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| 08. Truth Tables | Explore, retrieve, and compare data from the truth and measurement tables. |
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| 10. Deblender Data Products | Use the outputs of the multiband deblender to explore the footprints of parent and child objects. |
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| 11. Working with User Packages | An example of how to install and set up user packages. |
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| 12a. Point Spread Function Data Products | A demonstration of how to access calexp and deepCoadd PSF properties. |
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| 12b. Point Spread Function Science Demo | Demonstration of the use of measured PSF properties in weak lensing analysis. |
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| 13a. Using The Image Cutout Tool With DP0.2 | Demonstration of the use of the image cutout tool with a few science applications. |
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| 14. Injecting Synthetic Sources Into Single-Visit Images | Inject artificial stars and galaxies into images. |
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| 15. Survey Property Maps | Use the tools to visualize full-area survey property maps. |
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| 15. Galaxy Cluster Weak Lensing | Select background galaxies by color and make a mean shape profile for galaxy cluster weak gravitational lensing analysis. |
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Many of the tutorial notebooks in this repository were originally developed by Stack Club members or Rubin staff.

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