11 research outputs found
GS-TEC::the Gaia Spectrophotometry Transient Events Classifier
We present an algorithm for classifying the nearby transient objects detected
by the Gaia satellite. The algorithm will use the low-resolution spectra from
the blue and red spectro-photometers on board of the satellite. Taking a
Bayesian approach we model the spectra using the newly constructed reference
spectral library and literature-driven priors. We find that for magnitudes
brighter than 19 in Gaia magnitude, around 75\% of the transients will be
robustly classified. The efficiency of the algorithm for SNe type I is higher
than 80\% for magnitudes 18, dropping to approximately 60\% at magnitude
=19. For SNe type II, the efficiency varies from 75 to 60\% for 18,
falling to 50\% at =19. The purity of our classifier is around 95\% for SNe
type I for all magnitudes. For SNe type II it is over 90\% for objects with 19. GS-TEC also estimates the redshifts with errors of 0.01
and epochs with uncertainties 13 and 32 days for type SNe I
and SNe II respectively. GS-TEC has been designed to be used on partially
calibrated Gaia data. However, the concept could be extended to other kinds of
low resolution spectra classification for ongoing surveys.Comment: 17 pages, 14 figures, accepted to be published in Monthly Notices of
the Royal Astronomical Society [MNRAS
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BigBOSS: The Ground-Based Stage IV BAO Experiment
The BigBOSS experiment is a proposed DOE-NSF Stage IV ground-based dark energy experiment to study baryon acoustic oscillations (BAO) and the growth of structure with an all-sky galaxy redshift survey. The project is designed to unlock the mystery of dark energy using existing ground-based facilities operated by NOAO. A new 4000-fiber R=5000 spectrograph covering a 3-degree diameter field will measure BAO and redshift space distortions in the distribution of galaxies and hydrogen gas spanning redshifts from 0.2< z< 3.5. The Dark Energy Task Force figure of merit (DETF FoM) for this experiment is expected to be equal to that of a JDEM mission for BAO with the lower risk and cost typical of a ground-based experiment
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Weak Lensing from Space I: Instrumentation and Survey Strategy
A wide field space-based imaging telescope is necessary to fully exploit the technique of observing dark matter via weak gravitational lensing. This first paper in a three part series outlines the survey strategies and relevant instrumental parameters for such a mission. As a concrete example of hardware design, we consider the proposed Supernova/Acceleration Probe (SNAP). Using SNAP engineering models, we quantify the major contributions to this telescope's Point Spread Function (PSF). These PSF contributions are relevant to any similar wide field space telescope. We further show that the PSF of SNAP or a similar telescope will be smaller than current ground-based PSFs, and more isotropic and stable over time than the PSF of the Hubble Space Telescope. We outline survey strategies for two different regimes - a "wide" 300 square degree survey and a "deep" 15 square degree survey that will accomplish various weak lensing goals including statistical studies and dark matter mapping
The Robotic Multi-Object Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
A system of 5,020 robotic fiber positioners was installed in 2019 on the Mayall Telescope, at Kitt Peak National Observatory. The robots automatically re-target their optical fibers every 10 - 20 minutes, each to a precision of several microns, with a reconfiguration time less than 2 minutes. Over the next five years, they will enable the newly-constructed Dark Energy Spectroscopic Instrument (DESI) to measure the spectra of 35 million galaxies and quasars. DESI will produce the largest 3D map of the universe to date and measure the expansion history of the cosmos. In addition to the 5,020 robotic positioners and optical fibers, DESI's Focal Plane System includes 6 guide cameras, 4 wavefront cameras, 123 fiducial point sources, and a metrology camera mounted at the primary mirror. The system also includes associated structural, thermal, and electrical systems. In all, it contains over 675,000 individual parts. We discuss the design, construction, quality control, and integration of all these components. We include a summary of the key requirements, the review and acceptance process, on-sky validations of requirements, and lessons learned for future multi-object, fiber-fed spectrographs
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The Robotic Multi-Object Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
A system of 5,020 robotic fiber positioners was installed in 2019 on the
Mayall Telescope, at Kitt Peak National Observatory. The robots automatically
re-target their optical fibers every 10 - 20 minutes, each to a precision of
several microns, with a reconfiguration time less than 2 minutes. Over the next
five years, they will enable the newly-constructed Dark Energy Spectroscopic
Instrument (DESI) to measure the spectra of 35 million galaxies and quasars.
DESI will produce the largest 3D map of the universe to date and measure the
expansion history of the cosmos. In addition to the 5,020 robotic positioners
and optical fibers, DESI's Focal Plane System includes 6 guide cameras, 4
wavefront cameras, 123 fiducial point sources, and a metrology camera mounted
at the primary mirror. The system also includes associated structural, thermal,
and electrical systems. In all, it contains over 675,000 individual parts. We
discuss the design, construction, quality control, and integration of all these
components. We include a summary of the key requirements, the review and
acceptance process, on-sky validations of requirements, and lessons learned for
future multi-object, fiber-fed spectrographs
The Robotic Multi-Object Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
International audienceA system of 5,020 robotic fiber positioners was installed in 2019 on the Mayall Telescope, at Kitt Peak National Observatory. The robots automatically re-target their optical fibers every 10 - 20 minutes, each to a precision of several microns, with a reconfiguration time less than 2 minutes. Over the next five years, they will enable the newly-constructed Dark Energy Spectroscopic Instrument (DESI) to measure the spectra of 35 million galaxies and quasars. DESI will produce the largest 3D map of the universe to date and measure the expansion history of the cosmos. In addition to the 5,020 robotic positioners and optical fibers, DESI's Focal Plane System includes 6 guide cameras, 4 wavefront cameras, 123 fiducial point sources, and a metrology camera mounted at the primary mirror. The system also includes associated structural, thermal, and electrical systems. In all, it contains over 675,000 individual parts. We discuss the design, construction, quality control, and integration of all these components. We include a summary of the key requirements, the review and acceptance process, on-sky validations of requirements, and lessons learned for future multi-object, fiber-fed spectrographs