The high contrast and spatial resolution requirements for directly imaging exoplanets requires effective coordination of wavefront control, coronagraphy, observation techniques, and post-processing algorithms. However, even with this suite of tools, identifying and retrieving exoplanet signals embedded in resolved scattered light regions can be extremely challenging due to the increased noise from scattered light off the circumstellar disk and the potential misinterpretation of the true nature of the detected signal. This issue pertains not only to imaging terrestrial planets in habitable zones within zodiacal and exozodiacal emission but also to young planets embedded in circumstellar, transitional, and debris disks. This is particularly true for Hα detection of exoplanets in transitional disks. This work delves into recent Hα observations of three transitional disks systems with MagAO-X, an extreme adaptive optics system for the 6.5-meter Magellan Clay telescope. We employed angular differential imaging (ADI) and simultaneous spectral differential imaging (SSDI) in combination with KLIP, a PCA algorithm in post-processing, for optimal starlight suppression and quasi-static noise removal. We discuss the challenges in protoplanet identification with MagAO-X in environments rich with scattered and reflected light from disk structures and explore a potential solution for removing noise contributions from real astronomical objects with current observation and post-processing techniques.
Our past GAPplanetS survey over the last 5 years with the MagAO visible AO system discovered the first examples of accreting protoplanets (by direct observation of H-alpha emission). Examples include LkCa15 b (Sallum et al. 2015) and PDS70 b (Wagner et al. 2018). In this paper we review the science performance of the newly (Dec. 2019) commissioned MagAO-X extreme AO system. In particular, we use the vAPP coronagraphic contrasts measured during MagAO-X first light. We use the Massive Accreting Gap (MAG) protoplanet model of Close 2020 to predict the H-alpha contrasts of 19 of the best transitional disk systems (ages 1-5 Myr) for the direct detection of H-alpha from accretion of hydrogen onto these protoplanets. The MAG protoplanet model applied to the observed first light MagAO-X contrasts predict a maximum yield of 46±7 planets from 19 stars (42 of these planets would be new discoveries). This suggests that there is a large, yet, unexplored reservoir of protoplanets that can be discovered with an extreme AO coronagraphic survey of 19 of the best transitional disk systems. Based on our first light contrasts we predict a healthy yield of protoplanets from our MaxProtoPlanetS survey of 19 transitional disks with MagAO-X.
We present a revision to the astrometric calibration of the Gemini Planet Imager (GPI), an instrument designed to achieve the high contrast at small angular separations necessary to image substellar and planetary-mass companions around nearby, young stars. We identified several issues with the GPI data reduction pipeline (DRP) that significantly affected the determination of the angle of north in reduced GPI images. As well as introducing a small error in position angle measurements for targets observed at small zenith distances, this error led to a significant error in the previous astrometric calibration that has affected all subsequent astrometric measurements. We present a detailed description of these issues and how they were corrected. We reduced GPI observations of calibration binaries taken periodically since the instrument was commissioned in 2014 using an updated version of the DRP. These measurements were compared to observations obtained with the NIRC2 instrument on Keck II, an instrument with an excellent astrometric calibration, allowing us to derive an updated plate scale and north offset angle for GPI. This revised astrometric calibration should be used to calibrate all measurements obtained with GPI for the purposes of precision astrometry.
An explanation for the origin of asymmetry along the preferential axis of the point spread function (PSF) of an AO system is developed. When phase errors from high-altitude turbulence scintillate due to Fresnel propagation, wavefront amplitude errors may be spatially offset from residual phase errors. These correlated errors appear as asymmetry in the image plane under the Fraunhofer condition. In an analytic model with an open-loop AO system, the strength of the asymmetry is calculated for a single mode of phase aberration, which generalizes to two dimensions under a Fourier decomposition of the complex illumination. Other parameters included are the spatial offset of the AO correction, which is the wind velocity in the frozen flow regime multiplied by the effective AO time delay and propagation distance or altitude of the turbulent layer. In this model, the asymmetry is strongest when the wind is slow and nearest to the coronagraphic mask when the turbulent layer is far away, such as when the telescope is pointing low toward the horizon. A great emphasis is made about the fact that the brighter asymmetric lobe of the PSF points in the opposite direction as the wind, which is consistent analytically with the clarification that the image plane electric field distribution is actually the inverse Fourier transform of the aperture plane. Validation of this understanding is made with observations taken from the Gemini Planet Imager, as well as being reproducible in end-to-end AO simulations.
We review astronomical results in the visible (λ<1μm) with adaptive optics and note the status the MagAO system and the recent upgrade to visible camera’s Simultaneous/Spectra Differential Imager (SDI+) mode. Since mid- 2013 there has been a rapid increase visible AO with over 50 refereed science papers published in just 2015-2016 timeframe. Currently there are productive small (D < 2 m) visible light AO telescopes like the UV-LGS Robo-AO system (Baranec, et al. 2016). The largest (D=8m) telescope to achieve regular visible AO science is SPHERE/ZIMPOL. ZIMPOL is a polarimeter fed by the ~1.2 kHz SPHERE ExAO system (Fusco et al. 2016). ZIMPOL’s ability to differentiate scattered polarized light from starlight allows the sensitive detection of circumstellar disks, stellar surfaces, and envelopes of evolved AGB stars. The main focus of this paper is another large (D=6.5m Magellan telescope) AO system (MagAO) which has been very productive in the visible as well (particularly at the H−alpha emission line). MagAO is an advanced Adaptive Secondary Mirror (ASM) AO system at the Magellan in Chile. This ASM secondary has 585 actuators with < 1 msec response times (0.7 ms typically). MagAO utilizes a 1 kHz pyramid wavefront sensor (PWFS). The relatively small actuator pitch (~22 cm/subap, 300 modes, upgraded to 30 pix dia. PWFS) allows moderate Strehls to be obtained in the visible (0.63-1.05 microns). Long exposures (60s) achieve <30mas resolutions and 30% Strehls at 0.62 microns (r') with the VisAO camera (0.5-1.0 μm) in 0.5” seeing with bright R ≤ 9 mag stars (~10% Strehls can be obtained on fainter R~12 mag guide stars). Differential Spectral Imaging (SDI) at H-alpha has been very important for accreting exoplanet detection. There is also a 1-5micron science camera (Clio; Morzinski et al. 2016). These capabilities have led to over 35 MagAO refereed science publications. Here we review the key steps to having good performance in the visible and review the exciting new AO visible science opportunities and science results in the fields of: exoplanet detection; circumstellar and protoplanetary disks; young stars; AGB stars; emission line jets; and stellar surfaces. The recent rapid increase in the scientific publications and power of visible AO is due to the maturity of the next-generation of AO systems and our new ability probe circumstellar regions with very high (10-30 mas) spatial resolutions that would otherwise require much larger (<10m) diameter telescopes in the infrared.
MagAO-X is an entirely new extreme adaptive optics system for the Magellan Clay 6.5 m telescope, funded by the NSF MRI program starting in Sep 2016. The key science goal of MagAO-X is high-contrast imaging of accreting protoplanets at Hα. With 2040 actuators operating at up to 3630 Hz, MagAO-X will deliver high Strehls (> 70%), high resolution (19 mas), and high contrast (< 1 × 10-4 ) at Hα (656 nm). We present an overview of the MagAO-X system, review the system design, and discuss the current project status.
The Gemini Planet Imager Exoplanet Survey (GPIES) is a multiyear direct imaging survey of 600 stars to discover and characterize young Jovian exoplanets and their environments. We have developed an automated data architecture to process and index all data related to the survey uniformly. An automated and flexible data processing framework, which we term the Data Cruncher, combines multiple data reduction pipelines (DRPs) together to process all spectroscopic, polarimetric, and calibration data taken with GPIES. With no human intervention, fully reduced and calibrated data products are available less than an hour after the data are taken to expedite follow up on potential objects of interest. The Data Cruncher can run on a supercomputer to reprocess all GPIES data in a single day as improvements are made to our DRPs. A backend MySQL database indexes all files, which are synced to the cloud, and a front-end web server allows for easy browsing of all files associated with GPIES. To help observers, quicklook displays show reduced data as they are processed in real time, and chatbots on Slack post observing information as well as reduced data products. Together, the GPIES automated data processing architecture reduces our workload, provides real-time data reduction, optimizes our observing strategy, and maintains a homogeneously reduced dataset to study planet occurrence and instrument performance.
The Gemini Planet Imager has been successfully obtaining images and spectra of exoplanets, brown dwarfs, and debris and protoplanetary circumstellar disks using its integral field spectrograph and polarimeter. GPI observations are transformed from raw data into high-quality astrometrically and photometrically calibrated datacubes using the GPI Data Reduction Pipeline, an open-source software framework continuously developed by our team and available to the community. It uses a flexible system of reduction recipes composed of individual primitive steps, allowing substantial customization of processing depending upon science goals. This paper provides a broad overview of the GPI pipeline, summarizes key lessons learned, and describes improved calibration methods and new capabilities available in the latest version. Enhanced automation better supports observations at the telescope with streamlined and rapid data processing, for instance through real-time assessments of contrast performance and more automated calibration file processing. We have also incorporated the GPI Data Reduction Pipeline as one component in a larger automated data system to support the GPI Exoplanet Survey campaign, while retaining its flexibility and stand-alone capabilities to support the broader GPI observer community. Several accompanying papers describe in more detail specific aspects of the calibration of GPI data in both spectral and polarimetric modes.
Transition disks, protoplanetary disks with inner clearings, are promising objects in which to directly image forming planets. The high contrast imaging technique of non-redundant masking is well posed to detect planetary mass companions at several to tens of AU in nearby transition disks. We present non-redundant masking observations of the T Cha and LkCa 15 transition disks, both of which host posited sub-stellar mass companions. However, due to a loss of information intrinsic to the technique, observations of extended sources (e.g. scattered light from disks) can be misinterpreted as moving companions. We discuss tests to distinguish between these two scenarios, with applications to the T Cha and LkCa 15 observations. We argue that a static, forward-scattering disk can explain the T Cha data, while LkCa 15 is best explained by multiple orbiting companions.
”MagAO" is the adaptive optics instrument at the Magellan Clay telescope at Las Campanas Observatory, Chile. MagAO has a 585-actuator adaptive secondary mirror and 1000-Hz pyramid wavefront sensor, operating on natural guide stars from R-magnitudes of -1 to 15. MagAO has been in on-sky operation for 166 nights since installation in 2012. MagAO's unique capabilities are simultaneous imaging in the visible and infrared with VisAO and Clio, excellent performance at an excellent site, and a lean operations model. Science results from MagAO include the first ground-based CCD image of an exoplanet, demonstration of the first accreting protoplanets, discovery of a new wide-orbit exoplanet, and the first empirical bolometric luminosity of an exoplanet. We describe the status, report the AO performance, and summarize the science results. New developments reported here include color corrections on red guide stars for the wavefront sensor; a new field stop stage to facilitate VisAO imaging of extended sources; and eyepiece observing at the visible-light diffraction limit of a 6.5-m telescope. We also discuss a recent hose failure that led to a glycol coolant leak, and the recovery of the adaptive secondary mirror (ASM) after this recent (Feb. 2016) incident.
The Gemini Planet Imager is a high-contrast near-infrared instrument specifically designed to image exoplanets
and circumstellar disks over a narrow field of view. We use science data and AO telemetry taken during the first
1.5 yr of the GPI Exoplanet Survey to quantify the performance of the AO system. In a typical 60 sec H-band
exposure, GPI achieves a 5σ raw contrast of 10−4 at 0.4"; typical final 5σ contrasts for full 1 hr sequences are
more than 10 times better than raw contrasts. We find that contrast is limited by bandwidth wavefront error over
much of the PSF. Preliminary exploratory factor analysis can explain 60{70% of the variance in raw contrasts
with combinations of seeing and wavefront error metrics. We also examine the effect of higher loop gains on
contrast by comparing wavefront error maps reconstructed from AO telemetry to concurrent IFS images. These
results point to several ways that GPI performance could be improved in software or hardware.
We review astronomical results in the visible (λ<1μm) with adaptive optics. Other than a brief period in the early 1990s, there has been little astronomical science done in the visible with AO until recently. The most productive visible AO system to date is our 6.5m Magellan telescope AO system (MagAO). MagAO is an advanced Adaptive Secondary system at the Magellan 6.5m in Chile. This secondary has 585 actuators with < 1 msec response times (0.7 ms typically). We use a pyramid wavefront sensor. The relatively small actuator pitch (~23 cm/subap) allows moderate Strehls to be obtained in the visible (0.63-1.05 microns). We use a CCD AO science camera called “VisAO”. On-sky long exposures (60s) achieve <30mas resolutions, 30% Strehls at 0.62 microns (r') with the VisAO camera in 0.5” seeing with bright R < 8 mag stars. These relatively high visible wavelength Strehls are made possible by our powerful combination of a next generation ASM and a Pyramid WFS with 378 controlled modes and 1000 Hz loop frequency. We'll review the key steps to having good performance in the visible and review the exciting new AO visible science opportunities and refereed publications in both broad-band (r,i,z,Y) and at Halpha for exoplanets, protoplanetary disks, young stars, and emission line jets. These examples highlight the power of visible AO to probe circumstellar regions/spatial resolutions that would otherwise require much larger diameter telescopes with classical infrared AO cameras.
One of the primary goals of exoplanet science is to find and characterize habitable planets, and direct imaging will play a key role in this effort. Though imaging a true Earth analog is likely out of reach from the ground, the coming generation of giant telescopes will find and characterize many planets in and near the habitable zones (HZs) of nearby stars. Radial velocity and transit searches indicate that such planets are common, but imaging them will require achieving extreme contrasts at very small angular separations, posing many challenges for adaptive optics (AO) system design. Giant planets in the HZ may even be within reach with the latest generation of high-contrast imagers for a handful of very nearby stars. Here we will review the definition of the HZ, and the characteristics of detectable planets there. We then review some of the ways that direct imaging in the HZ will be different from the typical exoplanet imaging survey today. Finally, we present preliminary results from our observations of the HZ of α Centauri A with the Magellan AO system’s VisAO and Clio2 cameras.
MagAO is the new adaptive optics system with visible-light and infrared science cameras, located on the 6.5-m Magellan “Clay” telescope at Las Campanas Observatory, Chile. The instrument locks on natural guide stars (NGS) from 0th to 16th R-band magnitude, measures turbulence with a modulating pyramid wavefront sensor binnable from 28×28 to 7×7 subapertures, and uses a 585-actuator adaptive secondary mirror (ASM) to provide at wavefronts to the two science cameras. MagAO is a mutated clone of the similar AO systems at the Large Binocular Telescope (LBT) at Mt. Graham, Arizona. The high-level AO loop controls up to 378 modes and operates at frame rates up to 1000 Hz. The instrument has two science cameras: VisAO operating from 0.5-1μm and Clio2 operating from 1-5 μm. MagAO was installed in 2012 and successfully completed two commissioning runs in 2012-2013. In April 2014 we had our first science run that was open to the general Magellan community. Observers from Arizona, Carnegie, Australia, Harvard, MIT, Michigan, and Chile took observations in collaboration with the MagAO instrument team. Here we describe the MagAO instrument, describe our on-sky performance, and report our status as of summer 2014.
The heart of the 6.5 Magellan AO system (MagAO) is a 585 actuator adaptive secondary
mirror (ASM) with <1 msec response times (0.7 ms typically). This adaptive secondary will
allow low emissivity and high-contrast AO science. We fabricated a high order (561 mode)
pyramid wavefront sensor (similar to that now successfully used at the Large Binocular
Telescope). The relatively high actuator count (and small projected ~23 cm pitch) allows
moderate Strehls to be obtained by MagAO in the “visible” (0.63-1.05 μm). To take advantage
of this we have fabricated an AO CCD science camera called "VisAO". Complete “end-to-end”
closed-loop lab tests of MagAO achieve a solid, broad-band, 37% Strehl (122 nm rms) at 0.76
μm (i’) with the VisAO camera in 0.8” simulated seeing (13 cm ro at V) with fast 33 mph
winds and a 40 m Lo locked on R=8 mag artificial star. These relatively high visible
wavelength Strehls are enabled by our powerful combination of a next generation ASM and a
Pyramid WFS with 400 controlled modes and 1000 Hz sample speeds (similar to that used
successfully on-sky at the LBT). Currently only the VisAO science camera is used for lab
testing of MagAO, but this high level of measured performance (122 nm rms) promises even
higher Strehls with our IR science cameras. On bright (R=8 mag) stars we should achieve very
high Strehls (>70% at H) in the IR with the existing MagAO Clio2 (λ=1-5.3 μm) science
camera/coronagraph or even higher (~98% Strehl) the Mid-IR (8-26 microns) with the existing
BLINC/MIRAC4 science camera in the future. To eliminate non-common path vibrations,
dispersions, and optical errors the VisAO science camera is fed by a common path advanced
triplet ADC and is piggy-backed on the Pyramid WFS optical board itself. Also a high-speed
shutter can be used to block periods of poor correction. The entire system passed CDR in June
2009, and we finished the closed-loop system level testing phase in December 2011. Final
system acceptance (“pre-ship” review) was passed in February 2012. In May 2012 the entire
AO system is was successfully shipped to Chile and fully tested/aligned. It is now in storage in
the Magellan telescope clean room in anticipation of “First Light” scheduled for December
2012. An overview of the design, attributes, performance, and schedule for the Magellan AO
system and its two science cameras are briefly presented here.
We present laboratory results of the closed-loop performance of the Magellan Adaptive Optics (AO) Adaptive
Secondary Mirror (ASM), pyramid wavefront sensor (PWFS), and VisAO visible adaptive optics camera. The Magellan
AO system is a 585-actuator low-emissivity high-throughput system scheduled for first light on the 6.5 meter Magellan
Clay telescope in November 2012. Using a dichroic beamsplitter near the telescope focal plane, the AO system will be
able to simultaneously perform visible (500-1000 nm) AO science with our VisAO camera and either 10 μm or 3-5 μm
science using either the BLINC/MIRAC4 or CLIO cameras, respectively. The ASM, PWS, and VisAO camera have
undergone final system tests in the solar test tower at the Arcetri Institute in Florence, Italy, reaching Strehls of 37% in
i'-band with 400 modes and simulated turbulence of 14 cm ro at v-band. We present images and test results of the assembled VisAO system, which includes our prototype advanced Atmospheric Dispersion Corrector (ADC), prototype
calcite Wollaston prisms for SDI imaging, and a suite of beamsplitters, filters, and other optics. Our advanced ADC
performs in the lab as designed and is a 58% improvement over conventional ADC designs. We also present images and
results of our unique Calibration Return Optic (CRO) test system and the ASM, which has successfully run in closedloop
at 1kHz. The CRO test is a retro reflecting optical test that allows us to test the ASM off-sky in close-loop using an
artificial star formed by a fiber source.
The Magellan AO system combines a pyramid wavefront sensor and high-order adaptive secondary mirror, and
will see first light on the Magellan Clay telescope in November 2012. With a 24 cm projected actuator pitch,
this powerful system will enable good correction in the optical (0.5 to 1 μm). Realistic laboratory testing has
produced Strehl ratios greater than 40% in i’ (0.765 μm) on bright simulated stars. On fainter stars our visible
AO camera, VisAO, will work in the partially corrected regime with only short moments of good correction.
We have developed a form of lucky imaging, called real time frame selection, which uses a fast shutter to block
moments of bad correction, and quickly opens the shutter when the correction is good, enabling long integrations
on a conventional CCD while maximizing Strehl ratio and resolution. The decision to open or shut is currently
based on reconstructed WFS telemetry. Here we report on our implementation and testing of this technique in
the Arcetri test tower in Florence, Italy, where we showed that long exposure i’ Strehl could be improved from
16% to 26% when the selection threshold was set to the best 10% of instantaneous Strehl.
We present the optomechanical design of the Magellan VisAO Integral Field Spectrograph (VisAO IFS),
designed to take advantage of Magellan's AO system and its 85.1cm concave ellipsoidal Adaptive Secondary Mirror
(ASM). With 585 actuators and an equal number of actively-controlled modes, this revolutionary second generation
ASM will be the first to achieve moderate Strehl ratios into the visible wavelength regime. We have designed the VisAO
IFS to be coupled to either Magellan's LDSS-3 spectrograph or to the planned facility M2FS fiber spectrograph and to
optimize VisAO science. Designed for narrow field-of-view, high spatial resolution science, this lenslet-coupled fiberfed
IFS will offer exciting opportunities for scientific advancement in a variety of fields, including protoplanetary disk
morphology and chemistry, resolution and spectral classification of tight astrometric binaries, seasonal changes in the
upper atmosphere of Titan, and a better understanding of the black hole M-sigma relation.
The Magellan AO system will begin commissioning in early 2012. Its VisAO camera will provide 20 mas
FWHM images with mean Strehl ratios of ~ 0.2 in R band on a 6.5m telescope. Depending on seeing conditions,
Strehl ratio may reach temporary peaks as high as 0.5 at these wavelengths. To take advantage of these brief
periods of high performance, we plan to adopt lucky imaging style data taking and reduction techniques. As part
of this effort we have developed a novel real-time frame selection technique, which will use AO system telemetry
and a fast shutter to limit CCD exposure to these very brief moments of higher Strehl. Here we describe the
expected benefits of our frame selection techniques in various operating modes. We also present the results of
laboratory characterization of the shutter, and describe the performance of predictive algorithms used to control
it.
The Magellan Clay telescope is a 6.5m Gregorian telescope located in Chile at Las Campanas Observatory.
The Gregorian design allows for an adaptive secondary mirror that can be tested off-sky in a straightforward
manner. We have fabricated a 85 cm diameter aspheric adaptive secondary with our subcontractors
and partners, the ASM passed acceptance tests in July 2010. This secondary has 585 actuators with <1
msec response times (0.7 ms typically). This adaptive secondary will allow low emissivity AO science. We
will achieve very high Strehls (~98%) in the Mid-IR (3-26 microns) with the BLINC/MIRAC4 Mid-IR
science camera. This will allow the first "super-resolution" and nulling Mid-IR studies of dusty southern
objects. We will employ a high order (585 mode) pyramid wavefront sensor similar to that now
successfully used at the Large Binocular Telescope. The relatively high actuator count will allow modest
Strehls to be obtained in the visible (0.63-1.05 μm). Moderate (~20%) Strehls have already been obtained
at 0.8 μm at the LBT with the same powerful combination of a next generation ASM and Pyramid WFS as
we are providing for Magellan. Our visible light AO (VisAO) science camera is fed by an advanced triplet
ADC and is piggy-backed on the WFS optical board. We have designed an additional "clean-up" very fast
(2 kHz) tilt stabilization system for VisAO. Also a high-speed shutter will be used to block periods of poor
correction. The VisAO facility can be reconfigured to feed an optical IFU spectrograph with 20 mas
spaxels. The entire system passed CDR in June 2009, and is
now finished the fabrication phase and is entering the
integration phase. The system science and performance
requirements, and an overview the design, interface and
schedule for the Magellan AO system are presented here.
The Magellan Adaptive Secondary AO system, scheduled for first light in the fall of 2011, will be able to simultaneously
perform diffraction limited AO science in both the mid-IR, using the BLINC/MIRAC4 10μm camera, and in the visible
using our novel VisAO camera. The VisAO camera will be able to operate as either an imager, using a CCD47 with 8.5
mas pixels, or as an IFS, using a custom fiber array at the focal plane with 20 mas elements in its highest resolution
mode. In imaging mode, the VisAO camera will have a full suite of filters, coronagraphic focal plane occulting spots,
and SDI prism/filters. The imaging mode should provide ~20% mean Strehl diffraction-limited images over the band
0.5-1.0 μm. In IFS mode, the VisAO instrument will provide R~1,800 spectra over the band 0.6-1.05 μm. Our
unprecedented 20 mas spatially resolved visible spectra would be the highest spatial resolution achieved to date, either
from the ground or in space. We also present lab results from our recently fabricated advanced triplet Atmospheric
Dispersion Corrector (ADC) and the design of our novel wide-field acquisition and active optics lens. The advanced
ADC is designed to perform 58% better than conventional doublet ADCs and is one of the enabling technologies that
will allow us to achieve broadband (0.5-1.0μm) diffraction limited imaging and wavefront sensing in the visible.
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