White paper from "From Data to Software to Science with the Rubin Observatory LSST" workshop
The Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) dataset will dramatically alter our understanding of the Universe, from the origins of the Solar System to the nature of dark matter and dark energy. Much of this research will depend on the existence of robust, tested, and scalable algorithms, software, and services. Identifying and developing such tools ahead of time has the potential to significantly accelerate the delivery of early science from LSST. Developing these collaboratively, and making them broadly available, can enable more inclusive and equitable collaboration on LSST science. To facilitate such opportunities, a community workshop entitled "From Data to Software to Science with the Rubin Observatory LSST" was organized by the LSST Interdisciplinary Network for Collaboration and Computing (LINCC) and partners, and held at the Flatiron Institute in New York, March 28-30th 2022. The workshop included over 50 in-person attendees invited from over 300 applications. It identified seven key software areas of need: (i) scalable cross-matching and distributed joining of catalogs, (ii) robust photometric redshift determination, (iii) software for determination of selection functions, (iv) frameworks for scalable time-series analyses, (v) services for image access and reprocessing at scale, (vi) object image access (cutouts) and analysis at scale, and (vii) scalable job execution systems. This white paper summarizes the discussions of this workshop. It considers the motivating science use cases, identified cross-cutting algorithms, software, and services, their high-level technical specifications, and the principles of inclusive collaborations needed to develop them. We provide it as a useful roadmap of needs, as well as to spur action and collaboration between groups and individuals looking to develop reusable software for early LSST science.
24 pages, 13 figures, 3 tables, submitted to ApJ
Submitted to MNRAS. Key figures are Fig.4 and Fig.7. Comments are welcome
3 figures, 1 table, submitted to MNRAS
Submitted to Living Reviews in Computational Astrophysics. We welcome comments. If we missed or misrepresented your recent work, we offer sincere apology and welcome a friendly reminder
20 pages, 7 figures, comments welcome!
15 pages, 6 figures, 2 tables; SPIE proceedings Astronomical Telescopes + Instrumentation 2022, 12185-119
35 pages, 24 figures, 4 tables, 7.5 MB. Accepted for publication in Monthly Notices of the Royal Astronomical Society in this form
20 pages, 14 figures, submitted to MNRAS
20 pages, 14 figures, submitted to ApJ, Comments are welcome
30 pages, 7 figures, 1 table, Comments welcome
Submitted to ApJ, comments welcome!
28 pages, including 2 appendices, submitted to A&A
25 pages, 15 figures, presented at and published in the proceedings of SPIE Astronomical Telescopes and Instrumentation 2022
29 pages, 24 figures (including appendices). Submitted to MNRAS
9 pages, 8 figures, submitted to Applied Optics
Accepted for publication in MNRAS. 6 pages, 4 figures
16 pages, 10 figures, 3 tables
13 pages, 10 figures, to be submitted in SPIE Proceedings 12214-4
13 pages, 12 figures. Accepted for publication on 16.07.2022 in Section 4. Extragalactic astronomy of Astronomy and Astrophysics
Accepted for publication and presentation at SPIE Optics and Photonics: Optical Engineering + Applications (OP22O), San Diego (2022)
15 pages, 8 figures, Accompanying paper of arXiv:2203.08854
Proceedings of SPIE 2022 Astronomical Instrumentation and Telescopes conference (#12184-163)
Accepted for publication in Astronomy and Astrophysics. 29 pages plus an appendix with full spectral analysis
Submitted to MNRAS
17 pages, 11 figures
19 pages, 10 figures
12 pages, 4 figures, 1 table. Accepted for publication in PASJ
Accepted for MNRAS, 19 pages, 12 figures
23 pages, 14 figures
11 pages, 9 figures, 2 tables
10 pages, 6 figures, accepted for publication in ApJL
17 pages, 12 figures, 3 tables . Submitted to The Astrophysical Journal
Accepted to ApJL, 14 pages, 10 figures
21 pages, 19 figures
Submitted to MNRAS Letters. 6 pages, 2 figures. Comments welcome
Submitted to The Astrophysical Journal Letters. Comments welcome
Proceedings for IAU Symposium 361: Massive Stars Near and Far, held in Ballyconnell, Ireland, 9-13 May 2022. Based on invited talk on Wolf-Ryaet stars
57 pages, 14 Figures, accepted for publication in A&A
Accepted by ApJL
8 pages, 6 figures, SPIE Astronomical Telescopes + Instrumentation, 2022, Montreal, Canada
8 pages, 7 figures, SPIE Astronomical Telescopes + Instrumentation, 2022, Montreal, Canada
13 pages, 16 figures, 2 tables, SPIE Astronomical Telescopes + Instrumentation, 2022, Montreal, Canada
31 pages, 24 figures, Accepted for publication in Astronomy & Astrophysics, Data: this https URL
SPIE Optics and Photonics 2021 Proceeding. 9 pages and 5 figures
15 pages, 5 figures
9 pages, 8 figures, Proceedings of SPIE 2022
11 pages and 1 appendix page, 8 figures. Accepted to A&A
31 pages, 18 figures, 6 tables; submitted to A&A
9 pages, 5 figures, to appear in the Proceedings of the SPIE Astronomical Telescopes + Instrumentation (2022)
45 pages, 13 figures
Submitted to ApJL. Fig. 1 shows the "superposed" state, Fig. 2 presents the potential z~5 protocluster, Fig. 3 shows some atypical z~5 SEDs, Fig. 4 studies the morphology, Fig. 5 summarizes the extraordinary situation at z~17, and Fig. 6 argues for why such interlopers may not be a major issue for z>10 searches. Comments warmly welcomed
20 pages, 2 tables, 1 figure
19 pages, 9 figures
22 pages, 1 figure
10 pages, 9 figures
Accepted for publication in Apj
19 pages, 7 figures, submitted to Classical and Quantum Gravity
10 pages, 3 tables, 8 figures, comments and suggestions are welcome
10 pages, 3 figures, 1 table
15 pages, 3 figures. Published 9 October 2020
8 pages, 7 figures
8 pages, 8 figures