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LDM-151: Data Management Science Pipelines Design

Dataset ·
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  1. ASTRON; Department of Astrophysical Sciences, Princeton University
  2. Steward Observatory, University of Arizona
  3. Amazon Web Services
  4. SLAC National Accelerator Laboratory
  5. Dept. of Astronomy, University of Washington
  6. Department of Astrophysical Sciences, Princeton University
  7. Caltech/IPAC, California Institute of Technology
  8. Institute for Data-intensive Research in Astrophysics and Cosmology, University of Washington
  9. Vera C. Rubin Observatory Project Office
  10. D4D CONSULTING LTD.
  11. Dept. of Astronomy, University of Washington; Institute for Data-intensive Research in Astrophysics and Cosmology, University of Washington
  12. Vera C. Rubin Observatory Project Office; Dept. of Astronomy, University of Washington
  13. National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign
  14. Space Telescope Science Institute
  15. Department of Physics and Astronomy, University of Pittsburgh
+ Show Author Affiliations

The LSST Science Requirements Document (the LSST SRD) specifies a set of data product guidelines, designed to support science goals envisioned to be enabled by the LSST observing program. Following these guidelines, the details of these data products have been described in the LSST Data Products Definition Document (DPDD), and captured in a formal flow-down from the SRD via the LSST System Requirements (LSR), Observatory System Specifications (OSS), to the Data Management System Requirements (DMSR). The LSST Data Management subsystem's responsibilities include the design, implementation, deployment and execution of software pipelines necessary to generate these data products. This document describes the design of the scientific aspects of those pipelines.

Research Organization:
NSF-DOE Vera C. Rubin Observatory; NSF-DOE Vera C. Rubin Observatory; U.S. National Science Foundation National Optical-Infrared Astronomy Research Laboratory; SLAC National Accelerator Laboratory
Sponsoring Organization:
U.S. National Science Foundation; U.S. Department of Energy Office of Science
DOE Contract Number:
AC02-76SF00515
OSTI ID:
2587108
Report Number(s):
Vera C. Rubin Observatory Data Management Controlled Document LDM-151
Country of Publication:
United States
Language:
English

References (19)

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A Method for Optimal Image Subtraction journal August 1998
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Probabilistic Cross‐Identification of Astronomical Sources journal May 2008
Crosstalk Analysis of Suprime-Cam FDCCDs Using Cosmic Rays in Dark Frames journal December 2012
Optimal Time-Series Selection of Quasars journal February 2011
Andromeda (M31) Optical and Infrared disk Survey. i. Insights in Wide-Field Near-Ir Surface Photometry journal April 2014
Cross Identification of Stars with Unknown Proper Motions journal July 2010
On Machine-Learned Classification of Variable Stars with Sparse and Noisy Time-Series data journal April 2011
Crosstalk in multi-output CCDs for LSST journal May 2015
An algorithm for precise aperture photometry of critically sampled images journal March 2013
The ilium forward modelling algorithm for multivariate parameter estimation and its application to derive stellar parameters fromGaiaspectrophotometry journal March 2010
Toward a Network of Faint da White Dwarfs as High-Precision Spectrophotometric Standards journal May 2016
Proper Image Subtraction—Optimal Transient Detection, Photometry, and Hypothesis Testing journal October 2016
DMTN-015: Flavors of Coadds dataset January 2016
DMTN-021: Implementation of Image Difference Decorrelation dataset January 2016
LSE-163: Data Products Definition Document dataset January 2023
LDM-148: Rubin Observatory Data Management System Design dataset January 2020

Cited By (7)

RTN-095: The Vera C. Rubin Observatory Data Preview 1 dataset July 2025
LSE-163: Data Products Definition Document dataset January 2023
LDM-148: Rubin Observatory Data Management System Design dataset January 2020
DMTN-065: Data Management for LSST Special Programs dataset January 2024
DMTN-107: Options for Alert Production in LSST Operations Year 1 dataset January 2020
DMTN-118: Review of Timeseries Features dataset January 2021
LDM-612: Plans and Policies for LSST Alert Distribution dataset January 2020

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Related Subjects

79 ASTRONOMY AND ASTROPHYSICS