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{{Short description|Spectrograph equipped with an integral field unit}}
{{Short description|Spectrograph equipped with an integral field unit}}
An '''integral field spectrograph,''' or a [[spectrograph]] equipped with an '''integral field unit''' ('''IFU'''), is an optical instrument combining spectrographic and imaging capabilities, used to obtain spatially resolved [[Spectrum|spectra]] in [[astronomy]] and other fields of research such as bio-medical science and [[Earth observation]] (or [[remote sensing]]).
'''Integral Field Spectrographs (IFS)''' combine spectrographic and imaging capabilities in the optical or infrared wavelength domains -from 0.32 μm to 24 μm- to get from a single exposure spatially resolved [[Spectrum|spectra]] in a bi-dimensional region. Developed at first for the study of astronomical objects, this technique is now also used in many other fields, e.g. bio-medical science and Earth [[remote sensing]], usually under the name of snapshot [[hyperspectral imaging]].


== Rationale ==
== Rationale ==
With the notable exception of individual stars, most astronomical objects are spatially resolved by large telescopes [Figure JWST moderately deep exposure]. For spectroscopic studies, the optimum would then be to get a spectrum for each spatial pixel (often call a spaxel in the IFS jargon) in the instrument field of view, getting full information on each target. This is loosely called a [[Data cube|datacube]] from its two spatial and one spectral dimensions.
Integral field spectroscopy (IFS) has become an important sub-discipline of astronomy with the proliferation of large aperture, high-resolution telescopes where there is a need to study the [[Spectrum|spectra]] of extended objects as a function of position, or of clusters of many discrete stars or point sources in a small field. Such [[Astronomical spectroscopy|spectroscopic]] investigations have previously been carried out with [[long-slit spectroscopy|long-slit spectrographs]] in which the spectrum is dispersed perpendicular to the slit, and spatial resolution is obtained in the dimension along the slit. Then by stepping the position of the slit, the spectrum of points in the imaged field can be obtained, but the process is comparatively slow, and wasteful of potentially restricted telescope time. Integral field spectrographs are used to speed up such observations by simultaneously obtaining spectra in a two-dimensional field. As the spatial resolution of telescopes in space (and also of ground-based instruments using adaptive optics) has rapidly improved in recent years, the need for such multiplexed instruments has become more and more pressing.
[[File:NGC_4650A_datacube.tif|thumb|Datacube from MUSE observation of the polar ring galaxy NGC 4650A]]
Since both Visible [[Charge-coupled device|Charge-Coupled Devices]] (CCD) and Infrared Detector Arrays (aka Starring Arrays) used for astronomical instruments are bi-dimensional only, it is a non-trivial feat to develop spectrographic systems able to deliver 3D data cubes from the output of 2D detectors. Such instruments are usually christened 3D Spectrographs in the astronomical field and [[Hyperspectral imaging|Hyperspectral Imagers]] in the non-astronomical ones. 3D spectrographs (e.g. scanning [[Fabry–Pérot interferometer|Fabry-Perot]], [[Fourier-transform spectroscopy|Fourier transform spectrometer]]) often use time as the third dimension, performing either spectral or spatial scanning to build their data cubes. Integral Field Spectrography (IFS) refers to the subset of 3D spectrographs that instead deliver a data cube from a single exposure.


One major advantage of the IFS approach for ground-based telescopic observations is that it automatically provides homogenous data sets despite the unavoidable variability of Earth’s atmospheric transmission, spectral emission and image blurring during exposures. This is not the case for scanned systems for which the data ‘cubes’ are built by a set of successive exposures. IFS, whether ground or space based, have also the huge advantage to detect much fainter objects in a given exposure than scanning systems, if at the cost of a much smaller sky field area.
== Methods ==
[[File:Qfitsview ngc7421.gif|thumb|Animation showing the galaxy [[NGC 7421]] with [[Multi-unit spectroscopic explorer|MUSE]] data. The animation shows subsequent slices of the nitrogen line, emitted by [[Star_formation#Stellar_nurseries|star-forming regions]]. The animation begins with an image at a more blue wavelength and continues with a more red wavelength. Due to the [[Galaxy rotation curve|rotation]] of the galaxy the emission lines are less [[redshift|redshifted]] on the left side.]]
=== Image slicer ===


After a slow start from the late 1980s on, Integral Field Spectroscopy has become a mainstream astrophysical tool in the Optical to Mid-Infrared regions, addressing a whole gamut of astronomical sources, essentially any smallish individual object from solar system asteroids to vastly distant galaxies.
In this approach, an image is sliced<ref>{{cite web|title=Image Slicer|url=https://astrospectroscopy.wordpress.com/image-slicer/|accessdate=30 November 2012}}</ref> (using for example a [[Bowen image slicer]]<ref>{{cite encyclopedia|title=Image slicer|url=http://www.britannica.com/EBchecked/topic/283276/image-slicer|encyclopedia=Encyclopædia Britannica|publisher=[[Encyclopædia Britannica, Inc.]]|accessdate=30 November 2012}}</ref><ref>{{cite web |title=CAFE, the CAssegrain Fiber Environment |url=http://www.cfht.hawaii.edu/Instruments/Spectroscopy/Gecko/Manual/CoudeFocus.html#cafe |website=Web Manual for Gecko |publisher=Canada-France-Hawaii Telescope |accessdate=10 October 2019}}</ref>) in the image-plane and re-arranged such that different parts of the image all fall onto a slit and a dispersing element, such that a spectrum is obtained for a larger area of interest. Another way to think of this is that the slit is optically cut into smaller pieces and re-imaged onto the image-plane at multiple locations.


== Methods ==
Instruments using this technique include UVES<ref>
Integral Field Spectrographs use so-called Integral Field Units (IFUs) to reformat the small square field of view into a more suitable shape, which is then spectrally dispersed by a grating spectrograph and recorded by a detector array. There are currently three different IFU flavors, using respectively a lenslet array, a fiber array or a mirror array.[[File:Qfitsview ngc7421.gif|thumb|Animation showing the galaxy [[NGC 7421]] with [[Multi-unit spectroscopic explorer|MUSE]] data. The animation shows subsequent slices of the nitrogen line, emitted by [[Star_formation#Stellar_nurseries|star-forming regions]]. The animation begins with an image at a more blue wavelength and continues with a more red wavelength. Due to the [[Galaxy rotation curve|rotation]] of the galaxy the emission lines are less [[redshift|redshifted]] on the left side.]]
{{cite web
=== Lenslet array ===
|title=UVES - Ultraviolet and Visual Echelle Spectrograph
|url=https://www.eso.org/sci/facilities/paranal/instruments/uves/
|work=ESO website
|publisher=ESO
|accessdate=30 November 2012}}
</ref><ref>
{{cite journal
|last=Dekker
|first=Hans
|author2=D'Odorico, Sandro |author3=Kaufer, Andreas |author4=Delabre, Bernard |author5= Kotzlowski, Heinz
|editor2-first=Alan F. M
|editor2-last=Moorwood
|editor1-first=Masanori
|editor1-last=Iye
|title=Design, construction, and performance of UVES, the echelle spectrograph for the UT2 Kueyen Telescope at the ESO Paranal Observatory
|journal=Proceedings of SPIE
|date=August 2000


An enlarged sky image feeds a mini-lens array, typically a few thousands identical lenses each ~ 1 mm diameter.  The lenslet array output is a regular grid of as many small telescope mirror images, which serves as the input for a multi-slit spectrograph<ref>{{Cite journal |last=Butcher |first=Harvey |date=1982-11-16 |editor-last=Crawford |editor-first=David L. |title=Multi-Aperture Spectroscopy At Kitt Peak |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=1233094 |location=Tucson |pages=296–300 |doi=10.1117/12.933469}}</ref> that delivers the data cubes. This approach was advocated<ref>{{Cite book |last=Courtes |first=Georges |url=http://link.springer.com/10.1007/978-94-009-7787-7 |title=Instrumentation for Astronomy with Large Optical Telescopes: Proceedings of IAU Colloquium No. 67, Held at Zelenchukskaya, U.S.S.R., 8–10 September, 1981 |date=1982 |publisher=Springer Netherlands |isbn=978-94-009-7789-1 |editor-last=Humphries |editor-first=Colin M. |series=Astrophysics and Space Science Library |volume=92 |location=Dordrecht |language=en |doi=10.1007/978-94-009-7787-7}}</ref> in the early 1980s, with the first lenslet-based optical TIGER IFS observations<ref>{{Cite journal |last=Bacon |first=R. |last2=Adam |first2=G. |last3=Baranne |first3=A. |last4=Courtes |first4=G. |last5=Dubet |first5=D. |last6=Dubois |first6=J. P. |last7=Emsellem |first7=E. |last8=Ferruit |first8=P. |last9=Georgelin |first9=Y. |last10=Monnet |first10=G. |last11=Pecontal |first11=E. |last12=Rousset |first12=A. |last13=Say |first13=F. |date=1995-10-01 |title=3D spectrography at high spatial resolution. I. Concept and realization of the integral field spectrograph TIGER. |url=https://ui.adsabs.harvard.edu/abs/1995A&AS..113..347B |journal=Astronomy and Astrophysics Supplement Series |volume=113 |pages=347 |issn=0365-0138}}</ref><ref>{{Cite journal |last=Adam |first=G. |last2=Bacon |first2=R. |last3=Courtes |first3=G. |last4=Georgelin |first4=Y. |last5=Monnet |first5=G. |last6=Pecontal |first6=E. |date=1989-01-01 |title=Observations of the Einstein Cross 2237+030 with the TIGER integral field spectrograph. |url=https://ui.adsabs.harvard.edu/abs/1989A&A...208L..15A |journal=Astronomy and Astrophysics |volume=208 |pages=L15–L18 |issn=0004-6361}}</ref> in 1987.
|volume=4008
|series=Optical and IR Telescope Instrumentation and Detectors
|pages=534–545
|doi=10.1117/12.395512
|url=http://www.eso.org/instruments/uves/inst/papers/SPIE4008-61.ps.gz
|accessdate=30 November 2012
|bibcode=2000SPIE.4008..534D|s2cid=124137896
}}</ref> at the [[Very Large Telescope]] (VLT). The later 8 tonne [[Multi-unit_spectroscopic_explorer|MUSE]] at VLT uses an image slicer and 24 IFUs.


Pros are 100% on-sky spatial filling when using a square or hexagonal lenslet shape, high throughput, accurate photometry and an easy to build IFU. A significant con is the suboptimal use of precious detector pixels (~ 50% loss at least) in order to avoid contamination between adjacent spectra.
=== Lenslet array ===


Instruments like SAURON<ref>{{cite web |title=SAURON – Spectrographic Areal Unit for Research on Optical Nebulae |url=http://www.strw.leidenuniv.nl/sauron/ |accessdate=30 November 2012}}</ref> on the [[William Herschel Telescope]] and the [[Spectro-Polarimetric High-Contrast Exoplanet Research|SPHERE]] IFS<ref>{{cite conference |last1=Claudi |first1=R. U. |last2=Turatto |first2=M. |last3=Gratton |first3=R. G. |last4=Antichi |first4=J. |last5=Bonavita |first5=M. |last6=Bruno |first6=P. |last7=Cascone |first7=E. |last8=De Caprio |first8=V. |last9=Desidera |first9=S. |year=2008 |editor1-last=McLean |editor1-first=Ian S |editor2-last=Casali |editor2-first=Mark M |title=SPHERE IFS: the spectro differential imager of the VLT for exoplanets search |volume=7014 |page=70143E |bibcode=2008SPIE.7014E..3EC |doi=10.1117/12.788366 |book-title=Ground-based and Airborne Instrumentation for Astronomy II |last10=Giro |first10=E. |last11=Mesa |first11=D. |last12=Scuderi |first12=S. |last13=Dohlen |first13=K. |last14=Beuzit |first14=J. L. |last15=Puget |first15=P. |s2cid=56213827}}</ref> subsystem on the VLT use this technique.
In this type of IFU, a lenslet array is placed in the spectrograph entrance slits plane, essentially acting as spatial pixels or ''spaxels''. All beams generated by the lenslet array are then fed through a dispersive element and imaged by a camera, resulting in a spectrum for each individual lenslet.


=== Fiber array ===
Instruments like SAURON<ref>{{cite web|title=SAURON – Spectrographic Areal Unit for Research on Optical Nebulae|url=http://www.strw.leidenuniv.nl/sauron/|accessdate=30 November 2012}}</ref> on the [[William Herschel Telescope]] and the [[Spectro-Polarimetric High-Contrast Exoplanet Research|SPHERE]] IFS<ref>{{cite conference |title=SPHERE IFS: the spectro differential imager of the VLT for exoplanets search |bibcode=2008SPIE.7014E..3EC |doi=10.1117/12.788366 |book-title=Ground-based and Airborne Instrumentation for Astronomy II |year=2008 |editor1-last=McLean |editor1-first=Ian S |editor2-last=Casali |editor2-first=Mark M |last1=Claudi |first1=R. U. |last2=Turatto |first2=M. |last3=Gratton |first3=R. G. |last4=Antichi |first4=J. |last5=Bonavita |first5=M. |last6=Bruno |first6=P. |last7=Cascone |first7=E. |last8=De Caprio |first8=V. |last9=Desidera |first9=S. |last10=Giro |first10=E. |last11=Mesa |first11=D. |last12=Scuderi |first12=S. |last13=Dohlen |first13=K. |last14=Beuzit |first14=J. L. |last15=Puget |first15=P. |volume=7014 |page=70143E |s2cid=56213827}}</ref> subsystem on the VLT use this technique.


The sky image given by the telescope falls on a fiber-based image slicer. It is typically made of a few thousands fibers each ~ 0.1 mm diameter, with the square or circular input field reformatted into a narrow rectangular (long-slit like) output. The image slicer output is then coupled to a classical [[Long-slit spectroscopy|long-slit spectrograph]] that delivers the datacubes. A sky demonstrator successfully undertook the first ever IFS observation<ref>{{Citation |last=Angonin |first=M. C. |title=Bidimensional spectrography of the “clover leaf” H1413+117 at sub-arcsec. Spatial resolution |date=1990 |url=http://link.springer.com/10.1007/BFb0009246 |work=Gravitational Lensing |volume=360 |pages=124–126 |editor-last=Mellier |editor-first=Yannick |place=Berlin/Heidelberg |publisher=Springer-Verlag |language=en |doi=10.1007/bfb0009246 |isbn=978-3-540-52648-3 |access-date=2022-12-19 |last2=Vanderriest |first2=C. |last3=Surdej |first3=J. |editor2-last=Fort |editor2-first=Bernard |editor3-last=Soucail |editor3-first=Geneviève}}</ref> in 1980. It was followed by the full-fledged SILFID<ref>{{Cite journal |last=Malivoir |first=C. |last2=Encrenaz |first2=Th. |last3=Vanderriest |first3=C. |last4=Lemonnier |first4=J.P. |last5=Kohl-Moreira |first5=J.L. |date=1990-10 |title=Mapping of secondary products in Comet Halley from bidimensional spectroscopy |url=https://linkinghub.elsevier.com/retrieve/pii/001910359090144X |journal=Icarus |language=en |volume=87 |issue=2 |pages=412–420 |doi=10.1016/0019-1035(90)90144-X}}</ref> optical instrument some 5 years later. Coupling he circular fibers to a square or hexagonal lenslet array led to better light injection in the fiber and a nearly 100% filling factor of sky light.
=== Fibers ===


Pros are 100% on-sky spatial filling, an efficient use of detector pixels and commercially available fiber-based image slicers. Cons are the sizable light loss in the fibers (~ 25%), their relatively poor photometric accuracy and their inability to work in a cryogenic environment. The latter limits wavelength coverage to < 1.6 μm.
Here, the light of targets of interest is captured by an array of fibers, forming the spectrographs entrance slits plane. The other end of the fibers are arranged along a single slit such that one obtains a spectrum for each fiber.


This technique is used by instruments in many telescopes (such as INTEGRAL<ref>
This technique is used by instruments in many telescopes (such as INTEGRAL<ref>
{{cite web |title=INTEGRAL: A Simple and Friendly Integral Field Unit Available at the WHT |url=http://www.ing.iac.es/PR/newsletter/news3/integral.html |accessdate=30 November 2012 |publisher=Isaac Newton Group of Telescopes}}</ref> at the [[William Herschel Telescope]]), and particularly in currently ongoing large surveys of galaxies, such as [[Calar Alto Legacy Integral Field Area Survey|CALIFA]]<ref>{{cite web |title=CALIFA: Calar Alto Legacy Integral Field Area survey |url=http://califa.caha.es |accessdate=10 October 2014 |publisher=CALIFA Survey}}</ref> at the [[Calar Alto Observatory]], SAMI<ref>{{cite web |title=SAMI: Overview of the SAMI Survey |url=http://sami-survey.org |accessdate=5 March 2014 |publisher=SAMI Survey}}</ref> at the [[Australian Astronomical Observatory]], and MaNGA<ref>{{cite web |title=MaNGA: SDSS-III |url=http://www.sdss3.org/future/manga.php |accessdate=5 March 2014 |publisher=Sloan Digital Sky Survey}}</ref> which is one of the surveys making up the next phase of the [[Sloan Digital Sky Survey]].
{{cite web
|title=INTEGRAL: A Simple and Friendly Integral Field Unit Available at the WHT
|url=http://www.ing.iac.es/PR/newsletter/news3/integral.html
|publisher=Isaac Newton Group of Telescopes
|accessdate=30 November 2012}}</ref> at the [[William Herschel Telescope]]), and particularly in currently ongoing large surveys of galaxies, such as [[Calar Alto Legacy Integral Field Area Survey|CALIFA]]<ref>{{cite web|title=CALIFA: Calar Alto Legacy Integral Field Area survey
|url=http://califa.caha.es
|publisher=CALIFA Survey
|accessdate=10 October 2014}}</ref> at the [[Calar Alto Observatory]], SAMI<ref>{{cite web
|title=SAMI: Overview of the SAMI Survey
|url=http://sami-survey.org
|publisher=SAMI Survey
|accessdate=5 March 2014}}</ref> at the [[Australian Astronomical Observatory]], and MaNGA<ref>{{cite web
|title=MaNGA: SDSS-III
|url=http://www.sdss3.org/future/manga.php
|publisher=Sloan Digital Sky Survey
|accessdate=5 March 2014}}</ref> which is one of the surveys making up the next phase of the [[Sloan Digital Sky Survey]].


=== Diverse field spectroscopy ===
=== Mirror array ===
The sky image given by the telescope falls on a mirror-based slicer, typically made of ~30 rectangular mirrors, 0.1-0.2 mm wide, with the square input field reformatted into a narrow rectangular (long-slit like) output.  The slicer is then coupled to a classical [[long-slit spectrograph]] that delivers the data cubes. The first mirror-based slicer near infrared IFS 3D/SPIFFI<ref>{{Cite journal |last=Cameron |first=M. |last2=Weitzel |first2=L. |last3=Krabbe |first3=A. |last4=Genzel |first4=R. |last5=Drapatz |first5=S. |date=1993-12-01 |title=3D: The New MPE Near-Infrared Field Imaging Spectrometer |url=https://ui.adsabs.harvard.edu/abs/1993AAS...18311702C |volume=183 |pages=117.02}}</ref> got is first science result<ref>{{Cite journal |last=Eisenhauer |first=F. |last2=Schdel |first2=R. |last3=Genzel |first3=R. |last4=Ott |first4=T. |last5=Tecza |first5=M. |last6=Abuter |first6=R. |last7=Eckart |first7=A. |last8=Alexander |first8=T. |date=2003-11-10 |title=A Geometric Determination of the Distance to the Galactic Center |url=https://iopscience.iop.org/article/10.1086/380188 |journal=The Astrophysical Journal |language=en |volume=597 |issue=2 |pages=L121–L124 |doi=10.1086/380188 |issn=0004-637X}}</ref> in 2003. The key mirror slicer system was quickly substantially improved under the Advanced Imaging Slicer<ref>{{Cite journal |last=Content |first=Robert |date=1998-08-21 |editor-last=Fowler |editor-first=Albert M. |title=Advanced image slicers for integral field spectroscopy with UKIRT and GEMINI |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.317262 |location=Kona, HI |pages=187 |doi=10.1117/12.317262}}</ref> code name.


Pros are high throughput, 100% on-sky spatial filling, optimal use of detector pixels and the capability to work at cryogenic temperatures. On the other hand, it is difficult and expensive to manufacture and to align, especially when working in the optical domain given the more stringent optical surfaces specifications.
A recent development is [[diverse field spectroscopy]] (DFS) which combines the benefit of IFS with [[multi-object spectroscopy]] (MOS).{{cn|date=December 2021}} MOS is used to collect light from many discrete objects over a wide field. This does not record spatial information – just the spectrum of the total light collected within each sampling aperture (usually the core of a positionable optical fibre or a slitlet cut in a mask at the telescope focus).


== Status ==
In contrast, IFS obtains complete, spatially resolved coverage over a small field. The MOS targets are generally faint objects at the limits of detection such as primeval galaxies. As telescopes get bigger it is apparent that these actually have a blobby and confused structure that requires the observer to carefully select which parts of the field will be passed through to the spectrographs since it is not feasible to carpet the whole field with a single huge IFU.
IFS are currently deployed in one flavor or another on many large ground-based telescopes, in the visible<ref>{{Cite web |title=ESO - MUSE |url=https://www.eso.org/sci/facilities/paranal/instruments/muse.html |access-date=2022-12-19 |website=www.eso.org}}</ref><ref>{{Cite journal |last=Matuszewski |first=Mateusz |last2=Chang |first2=Daphne |last3=Crabill |first3=Robert M. |last4=Martin |first4=D. Christopher |last5=Moore |first5=Anna M. |last6=Morrissey |first6=Patrick |last7=Rahman |first7=Shahinur |date=2010-07-16 |editor-last=McLean |editor-first=Ian S. |editor2-last=Ramsay |editor2-first=Suzanne K. |editor3-last=Takami |editor3-first=Hideki |title=The Cosmic Web Imager: an integral field spectrograph for the Hale Telescope at Palomar Observatory: instrument design and first results |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.856644 |location=San Diego, California, USA |pages=77350P |doi=10.1117/12.856644}}</ref> or near infrared<ref>{{Cite web |url=https://www2.keck.hawaii.edu/inst/osiris/ |access-date=2022-12-19 |website=www2.keck.hawaii.edu}}</ref><ref>{{Cite web |title=ESO - KMOS |url=https://www.eso.org/sci/facilities/paranal/instruments/kmos.html |access-date=2022-12-19 |website=www.eso.org}}</ref> domains, and on some space telescopes as well, in particular on the [[James Webb Space Telescope|JWST]] in the near and middle infrared domains. As the spatial resolution of telescopes in space (and also of ground-based telescopes through [[Adaptive optics|Adaptive Optics]] based air turbulence corrections) has much improved in recent decades, the need for IFS facilities has become more and more pressing. Spectral resolution is usually a few thousands and wavelength coverage about one octave (i.e. a factor 2 in wavelength). Note that each IFS requires a finely tuned software package to transform the raw counts data in physical units (light intensity versus wavelength on precise sky locations)


== Panoramic IFS ==
DFS is an instrument paradigm that allows the observer to select arbitrary combinations of contiguous and isolated regions of the sky to maximise observing efficiency and scientific return. Various technologies are under development including [[robotic switch-yard]]s and [[photonic optical switch]]es.{{cn|date=December 2021}}
With each spatial pixel dispersed on say 4096 spectral pixels on a state of the art 4096 x 4096 pixel detector, IFS fields of view are severely limited, ~10 arc second across when feed by an 8-10 m class telescope. That in turn mainly limits IFS-based astrophysical science to single small targets. A much larger field of view –1 arc minute across or a sky area 36 times larger- is needed to cover hundreds of highly distant galaxies, in a single, if very long (up to 100 hours), exposure. This in turn requires to develop IFS systems featuring at least ~ half a billion detector pixels.


The brute force approach would have been to build huge spectrographs feeding gigantic detector arrays. Instead, the two Panoramic IFS in operation by 2022, [[Multi-unit spectroscopic explorer|MUSE]] and VIRUS<ref>{{Cite journal |last=Hill |first=Gary J. |last2=Lee |first2=Hanshin |last3=MacQueen |first3=Phillip J. |last4=Kelz |first4=Andreas |last5=Drory |first5=Niv |last6=Vattiat |first6=Brian L. |last7=Good |first7=John M. |last8=Ramsey |first8=Jason |last9=Kriel |first9=Herman |last10=Peterson |first10=Trent |last11=DePoy |first11=D. L. |last12=Gebhardt |first12=Karl |last13=Marshall |first13=J. L. |last14=Tuttle |first14=Sarah E. |last15=Bauer |first15=Svend M. |date=2021-12-01 |title=The HETDEX Instrumentation: Hobby-Eberly Telescope Wide Field Upgrade and VIRUS |url=http://arxiv.org/abs/2110.03843 |journal=The Astronomical Journal |volume=162 |issue=6 |pages=298 |doi=10.3847/1538-3881/ac2c02 |issn=0004-6256}}</ref>, are made of respectively 24 and 120 serial-produced optical IFS. This results in substantially smaller and cheaper instruments. The mirror slicer based MUSE instrument started operation at the [[Very Large Telescope|ESO Very Large Telescope]] in 2014 and the fiber sliced based VIRUS on the [[Hobby–Eberly Telescope|Hobby-Eberly Telescope]] in 2021.
== Other approaches ==
Other techniques can achieve the same ends at different wavelengths. The ACIS [[Advanced CCD Imaging Spectrometer]] on NASA's [[Chandra X-Ray Observatory]] is an example that obtains spectral information by direct measurement of the energy of each photon. This approach is much harder at longer wavelengths because the photons are less energetic. However progress has been made even at optical and near-infrared wavelengths using pixellated detectors such as [[superconducting tunnel junction]]s. At radio wavelengths, simultaneous spectral information is obtainable with heterodyne receivers.


== Hyperspectral imaging ==
== Multi-Object IFS ==
It is conceptually straightforward to combine the capabilities of Integral Field Spectroscopy and Multi-Object Spectroscopy in a single instrument. This is done by deploying a number of small IFUs in a large sky patrol field, possibly a degree or more across. In that way, quite detailed information on e.g. a number of selected galaxies can be obtained in one go. There is of course a tradeoff between the spatial coverage on each target and the total number accessible of targets. FLAMES<ref>{{Cite journal |last=Pasquini |first=Luca |last2=Castillo |first2=Roberto |last3=Dekker |first3=Hans |last4=Hanuschik |first4=Reinhard |last5=Kaufer |first5=Andreas |last6=Modigliani |first6=Andrea |last7=Palsa |first7=Ralf |last8=Primas |first8=Francesca |last9=Scarpa |first9=Riccardo |last10=Smoker |first10=Jonathan |last11=Wolff |first11=Burkhard |date=2004-09-30 |title=Performance of FLAMES at the VLT: one year of operation |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.550437 |location=USA |pages=136 |doi=10.1117/12.550437}}</ref>, the first instrument featuring this capability, had first light in this mode at the ESO [[Very Large Telescope]] in 2002. A number of such facilities are now in operation in the Visible<ref>{{Cite journal |last=Pasquini |first=Luca |last2=Alonso |first2=Jaime |last3=Avila |first3=Gerardo |last4=Barriga |first4=Pablo |last5=Biereichel |first5=Peter |last6=Buzzoni |first6=Bernard |last7=Cavadore |first7=Cyril |last8=Cumani |first8=Claudio |last9=Dekker |first9=Hans |last10=Delabre |first10=Bernard |last11=Kaufer |first11=Andreas |last12=Kotzlowski |first12=Heinz |last13=Hill |first13=Vanessa |last14=Lizon |first14=Jean-Luis |last15=Nees |first15=Walter |date=2003-03-07 |editor-last=Iye |editor-first=Masanori |editor2-last=Moorwood |editor2-first=Alan F. M. |title=Installation and first results of FLAMES, the VLT multifibre facility |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.458915 |location=Waikoloa, Hawai'i, United States |pages=1682 |doi=10.1117/12.458915}}</ref><ref>{{Cite journal |last=Croom |first=Scott M. |last2=Lawrence |first2=Jon S. |last3=Bland-Hawthorn |first3=Joss |last4=Bryant |first4=Julia J. |last5=Fogarty |first5=Lisa |last6=Richards |first6=Samuel |last7=Goodwin |first7=Michael |last8=Farrell |first8=Tony |last9=Miziarski |first9=Stan |last10=Heald |first10=Ron |last11=Jones |first11=D. Heath |last12=Lee |first12=Steve |last13=Colless |first13=Matthew |last14=Brough |first14=Sarah |last15=Hopkins |first15=Andrew M. |date=2012-02 |title=The Sydney-AAO Multi-object Integral field spectrograph: The Sydney-AAO Multi-object IFS |url=https://academic.oup.com/mnras/article-lookup/doi/10.1111/j.1365-2966.2011.20365.x |journal=Monthly Notices of the Royal Astronomical Society |language=en |pages=no–no |doi=10.1111/j.1365-2966.2011.20365.x}}</ref><ref>{{Cite journal |last=Bundy |first=Kevin |last2=Bershady |first2=Matthew A. |last3=Law |first3=David R. |last4=Yan |first4=Renbin |last5=Drory |first5=Niv |last6=MacDonald |first6=Nicholas |last7=Wake |first7=David A. |last8=Cherinka |first8=Brian |last9=Sánchez-Gallego |first9=José R. |last10=Weijmans |first10=Anne-Marie |last11=Thomas |first11=Daniel |last12=Tremonti |first12=Christy |last13=Masters |first13=Karen |last14=Coccato |first14=Lodovico |last15=Diamond-Stanic |first15=Aleksandar M. |date=2014-12-10 |title=OVERVIEW OF THE SDSS-IV MaNGA SURVEY: MAPPING NEARBY GALAXIES AT APACHE POINT OBSERVATORY |url=https://iopscience.iop.org/article/10.1088/0004-637X/798/1/7 |journal=The Astrophysical Journal |volume=798 |issue=1 |pages=7 |doi=10.1088/0004-637X/798/1/7 |issn=1538-4357}}</ref> and the Near Infrared<ref>{{Cite journal |last=Sharples |first=Ray |last2=Bender |first2=Ralf |last3=Agudo Berbel |first3=Alex |last4=Bennett |first4=Richard |last5=Bezawada |first5=Naidu |last6=Castillo |first6=Roberto |last7=Cirasuolo |first7=Michele |last8=Clark |first8=Paul |last9=Davidson |first9=George |last10=Davies |first10=Richard |last11=Davies |first11=Roger |last12=Dubbeldam |first12=Marc |last13=Fairley |first13=Alasdair |last14=Finger |first14=Gert |last15=Schreiber |first15=Natascha F. |date=2014-07-08 |editor-last=Ramsay |editor-first=Suzanne K. |editor2-last=McLean |editor2-first=Ian S. |editor3-last=Takami |editor3-first=Hideki |title=Performance of the K-band multi-object spectrograph (KMOS) on the ESO VLT |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.2055496 |location=Montréal, Quebec, Canada |pages=91470W |doi=10.1117/12.2055496}}</ref><ref>{{Cite journal |last=Eikenberry |first=S. S. |last2=Bennett |first2=J. G. |last3=Chinn |first3=B. |last4=Donoso |first4=H. V. |last5=Eikenberry |first5=S. A. |last6=Ettedgui |first6=E. |last7=Fletcher |first7=A. |last8=Frommeyer |first8=Raymond |last9=Garner |first9=A. |last10=Herlevich |first10=M. |last11=Lasso |first11=N. |last12=Miller |first12=P. |last13=Mullin |first13=S. |last14=Murphey |first14=C. |last15=Raines |first15=S. N. |date=2012-09-24 |editor-last=McLean |editor-first=Ian S. |editor2-last=Ramsay |editor2-first=Suzanne K. |editor3-last=Takami |editor3-first=Hideki |title=MIRADAS for the Gran Telescopio Canarias: system overview |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.925686 |location=Amsterdam, Netherlands |pages=844657 |doi=10.1117/12.925686}}</ref>.
More generally, integral field spectroscopy is a subset of 3D-imaging techniques (also known as [[hyperspectral imaging]] and 3D spectroscopy). Other techniques rely on generation of a path difference between interfering beams using electro-mechanical scanning techniques. Examples include [[Fourier transform spectroscopy]] employing a [[Michelson interferometer]] layout and [[Fabry–Pérot interferometry]]. Although, to a first order of approximation, all such techniques are equivalent in that they generate the same number of resolution elements in a [[datacube]] (with axes labelled by the two-spatial coordinates plus wavelength) in the same time, they are not equivalent when sources of noise are considered. For example, scanning instruments, although requiring fewer costly detector elements, are inefficient when the background is varying because, unlike IFS, the exposure of the signal and background are not made at the same time. For bio-medical science, ''in vivo'' studies also require simultaneous data collection.
[[File:FLAMES_multi_IFUs.tif|thumb|An example of observations with Integral Field Units at FLAMES/ESO]]
Even larger latitude in the choice of coverage of the patrol field has been proposed under the name of Diverse Field Spectroscopy<ref>{{Cite journal |last=Murray |first=G. J. |last2=Allington-Smith |first2=J. R. |date=2009-10-11 |title=Strategies for spectroscopy on Extremely Large Telescopes - II. Diverse-field spectroscopy |url=https://academic.oup.com/mnras/article-lookup/doi/10.1111/j.1365-2966.2009.15170.x |journal=Monthly Notices of the Royal Astronomical Society |language=en |volume=399 |issue=1 |pages=209–218 |doi=10.1111/j.1365-2966.2009.15170.x}}</ref> (DFS) which would allow the observer to select arbitrary combinations of sky regions to maximize observing efficiency and scientific return. This requires technological developments, in particular versatile robotic target pickups<ref>{{Cite journal |last=Lawrence |first=Jon S. |last2=Brown |first2=David M. |last3=Brzeski |first3=Jurek |last4=Case |first4=Scott |last5=Colless |first5=Matthew |last6=Farrell |first6=Tony |last7=Gers |first7=Luke |last8=Gilbert |first8=James |last9=Goodwin |first9=Michael |last10=Jacoby |first10=George |last11=Hopkins |first11=Andrew M. |last12=Ireland |first12=Michael |last13=Kuehn |first13=Kyler |last14=Lorente |first14=Nuria P. F. |last15=Miziarski |first15=Stan |date=2014-07-08 |editor-last=Ramsay |editor-first=Suzanne K. |editor2-last=McLean |editor2-first=Ian S. |editor3-last=Takami |editor3-first=Hideki |title=The MANIFEST fibre positioning system for the Giant Magellan Telescope |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.2055742 |location=Montréal, Quebec, Canada |pages=914794 |doi=10.1117/12.2055742}}</ref> and photonic switchyards<ref>{{Cite journal |last=Lee |first=David |last2=Taylor |first2=Keith |date=2000-08-16 |editor-last=Iye |editor-first=Masanori |editor2-last=Moorwood |editor2-first=Alan F. M. |title=Fiber developments at the Anglo-Australian Observatory for SPIRAL and AUSTRALIS |url=http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.395481 |location=Munich, Germany |pages=268 |doi=10.1117/12.395481}}</ref>.

== Three-dimensional Detectors ==
Other techniques can achieve the same ends at different wavelengths. In particular, at radio wavelengths, simultaneous spectral information is obtained with heterodyne receivers<ref>{{Cite journal |last=Carter |first=M. |last2=Lazareff |first2=B. |last3=Maier |first3=D. |last4=Chenu |first4=J.-Y. |last5=Fontana |first5=A.-L. |last6=Bortolotti |first6=Y. |last7=Boucher |first7=C. |last8=Navarrini |first8=A. |last9=Blanchet |first9=S. |last10=Greve |first10=A. |last11=John |first11=D. |last12=Kramer |first12=C. |last13=Morel |first13=F. |last14=Navarro |first14=S. |last15=Peñalver |first15=J. |date=2012-02 |title=The EMIR multi-band mm-wave receiver for the IRAM 30-m telescope |url=http://www.aanda.org/10.1051/0004-6361/201118452 |journal=Astronomy & Astrophysics |volume=538 |pages=A89 |doi=10.1051/0004-6361/201118452 |issn=0004-6361}}</ref>, featuring large frequency coverage and huge spectral resolution.

In the X-Ray domain, owing to the high energy of individual photons, aptly called 3D photon counting detectors not only measure on the fly the 2D position of incoming photons but also their energy, hence their wavelength. Note nevertheless that spectral information is very coarse, with spectral resolutions ~10 only. One example is the ACIS [[Advanced CCD Imaging Spectrometer]] on NASA’s [[Chandra X-ray Observatory]].  

In the Visible-Near Infrared, this approach is a lot harder with the much less energetic photons. Nevertheless small format superconducting detectors, with limited spectral resolution ~ 30 and cooled below 0.1 K, have been developed and successfully used, e.g. the 32x32 pixels ARCONS<ref>{{Cite journal |last=O'Brien |first=Kieran |last2=Mazin |first2=Ben |last3=McHugh |first3=Sean |last4=Meeker |first4=Seth |last5=Bumble |first5=Bruce |date=2011-09 |title=ARCONS: a Highly Multiplexed Superconducting UV-to-Near-IR Camera |url=https://www.cambridge.org/core/product/identifier/S1743921312001159/type/journal_article |journal=Proceedings of the International Astronomical Union |language=en |volume=7 |issue=S285 |pages=385–388 |doi=10.1017/S1743921312001159 |issn=1743-9213}}</ref> Camera at the Hale 200” Telescope. In contrast, ‘classical’ IFS usually feature spectral resolutions of a few thousands.


==References==
==References==
<references/>
<references/>

==Notes==
* {{cite journal|last=Poglitsch|first=A.|display-authors=etal|title=The Photodetector Array Camera and Spectrometer (PACS) on the Space Observatory|journal=Astronomy and Astrophysics|date=16 July 2010|volume=518|pages=12|doi=10.1051/0004-6361/201014535|bibcode=2010A&A...518L...2P|arxiv = 1005.1487 |s2cid=73655544}}


==External links==
==External links==
* [https://www.wiley.com/en-us/Optical+3D+Spectroscopy+for+Astronomy-p-9783527412020 Optical 3D spectroscopy for Astronomy] by Roland Bacon and Guy Monnet, ISBN: 978-3-527-41202-0
* [http://ifs.wikidot.com/ The Integral Field Spectroscopy wiki]
* [http://ifs.wikidot.com/ The Integral Field Spectroscopy wiki]
* [https://web.archive.org/web/20091221184258/http://star-www.dur.ac.uk/~jra/integral_field.html Integral field spectroscopy — A brief introduction] by Jeremy Allington-Smith of the Durham Astronomical Instrumentation Group
* [https://web.archive.org/web/20091221184258/http://star-www.dur.ac.uk/~jra/integral_field.html Integral field spectroscopy — A brief introduction] by Jeremy Allington-Smith of the Durham Astronomical Instrumentation Group
* [http://www.its.caltech.edu/~btsoifer/pifs/ For the Caltech Palomar 5m Telescope. ] The Palomar Integral Field Spectrograph
* [http://www.jwst.nasa.gov/nirspec.html NIRSPEC spectrometer] for the [[James Webb Space Telescope]]


[[Category:Astronomical instruments]]
[[Category:Astronomical instruments]]

Revision as of 15:05, 19 December 2022

Integral Field Spectrographs (IFS) combine spectrographic and imaging capabilities in the optical or infrared wavelength domains -from 0.32 μm to 24 μm- to get from a single exposure spatially resolved spectra in a bi-dimensional region. Developed at first for the study of astronomical objects, this technique is now also used in many other fields, e.g. bio-medical science and Earth remote sensing, usually under the name of snapshot hyperspectral imaging.

Rationale

With the notable exception of individual stars, most astronomical objects are spatially resolved by large telescopes [Figure JWST moderately deep exposure]. For spectroscopic studies, the optimum would then be to get a spectrum for each spatial pixel (often call a spaxel in the IFS jargon) in the instrument field of view, getting full information on each target. This is loosely called a datacube from its two spatial and one spectral dimensions.

File:NGC 4650A datacube.tif
Datacube from MUSE observation of the polar ring galaxy NGC 4650A

Since both Visible Charge-Coupled Devices (CCD) and Infrared Detector Arrays (aka Starring Arrays) used for astronomical instruments are bi-dimensional only, it is a non-trivial feat to develop spectrographic systems able to deliver 3D data cubes from the output of 2D detectors. Such instruments are usually christened 3D Spectrographs in the astronomical field and Hyperspectral Imagers in the non-astronomical ones. 3D spectrographs (e.g. scanning Fabry-Perot, Fourier transform spectrometer) often use time as the third dimension, performing either spectral or spatial scanning to build their data cubes. Integral Field Spectrography (IFS) refers to the subset of 3D spectrographs that instead deliver a data cube from a single exposure.

One major advantage of the IFS approach for ground-based telescopic observations is that it automatically provides homogenous data sets despite the unavoidable variability of Earth’s atmospheric transmission, spectral emission and image blurring during exposures. This is not the case for scanned systems for which the data ‘cubes’ are built by a set of successive exposures. IFS, whether ground or space based, have also the huge advantage to detect much fainter objects in a given exposure than scanning systems, if at the cost of a much smaller sky field area.

After a slow start from the late 1980s on, Integral Field Spectroscopy has become a mainstream astrophysical tool in the Optical to Mid-Infrared regions, addressing a whole gamut of astronomical sources, essentially any smallish individual object from solar system asteroids to vastly distant galaxies.

Methods

Integral Field Spectrographs use so-called Integral Field Units (IFUs) to reformat the small square field of view into a more suitable shape, which is then spectrally dispersed by a grating spectrograph and recorded by a detector array. There are currently three different IFU flavors, using respectively a lenslet array, a fiber array or a mirror array.

Animation showing the galaxy NGC 7421 with MUSE data. The animation shows subsequent slices of the nitrogen line, emitted by star-forming regions. The animation begins with an image at a more blue wavelength and continues with a more red wavelength. Due to the rotation of the galaxy the emission lines are less redshifted on the left side.

Lenslet array

An enlarged sky image feeds a mini-lens array, typically a few thousands identical lenses each ~ 1 mm diameter.  The lenslet array output is a regular grid of as many small telescope mirror images, which serves as the input for a multi-slit spectrograph[1] that delivers the data cubes. This approach was advocated[2] in the early 1980s, with the first lenslet-based optical TIGER IFS observations[3][4] in 1987.

Pros are 100% on-sky spatial filling when using a square or hexagonal lenslet shape, high throughput, accurate photometry and an easy to build IFU. A significant con is the suboptimal use of precious detector pixels (~ 50% loss at least) in order to avoid contamination between adjacent spectra.

Instruments like SAURON[5] on the William Herschel Telescope and the SPHERE IFS[6] subsystem on the VLT use this technique.

Fiber array

The sky image given by the telescope falls on a fiber-based image slicer. It is typically made of a few thousands fibers each ~ 0.1 mm diameter, with the square or circular input field reformatted into a narrow rectangular (long-slit like) output. The image slicer output is then coupled to a classical long-slit spectrograph that delivers the datacubes. A sky demonstrator successfully undertook the first ever IFS observation[7] in 1980. It was followed by the full-fledged SILFID[8] optical instrument some 5 years later. Coupling he circular fibers to a square or hexagonal lenslet array led to better light injection in the fiber and a nearly 100% filling factor of sky light.

Pros are 100% on-sky spatial filling, an efficient use of detector pixels and commercially available fiber-based image slicers. Cons are the sizable light loss in the fibers (~ 25%), their relatively poor photometric accuracy and their inability to work in a cryogenic environment. The latter limits wavelength coverage to < 1.6 μm.

This technique is used by instruments in many telescopes (such as INTEGRAL[9] at the William Herschel Telescope), and particularly in currently ongoing large surveys of galaxies, such as CALIFA[10] at the Calar Alto Observatory, SAMI[11] at the Australian Astronomical Observatory, and MaNGA[12] which is one of the surveys making up the next phase of the Sloan Digital Sky Survey.

Mirror array

The sky image given by the telescope falls on a mirror-based slicer, typically made of ~30 rectangular mirrors, 0.1-0.2 mm wide, with the square input field reformatted into a narrow rectangular (long-slit like) output.  The slicer is then coupled to a classical long-slit spectrograph that delivers the data cubes. The first mirror-based slicer near infrared IFS 3D/SPIFFI[13] got is first science result[14] in 2003. The key mirror slicer system was quickly substantially improved under the Advanced Imaging Slicer[15] code name.

Pros are high throughput, 100% on-sky spatial filling, optimal use of detector pixels and the capability to work at cryogenic temperatures. On the other hand, it is difficult and expensive to manufacture and to align, especially when working in the optical domain given the more stringent optical surfaces specifications.

Status

IFS are currently deployed in one flavor or another on many large ground-based telescopes, in the visible[16][17] or near infrared[18][19] domains, and on some space telescopes as well, in particular on the JWST in the near and middle infrared domains. As the spatial resolution of telescopes in space (and also of ground-based telescopes through Adaptive Optics based air turbulence corrections) has much improved in recent decades, the need for IFS facilities has become more and more pressing. Spectral resolution is usually a few thousands and wavelength coverage about one octave (i.e. a factor 2 in wavelength). Note that each IFS requires a finely tuned software package to transform the raw counts data in physical units (light intensity versus wavelength on precise sky locations)

Panoramic IFS

With each spatial pixel dispersed on say 4096 spectral pixels on a state of the art 4096 x 4096 pixel detector, IFS fields of view are severely limited, ~10 arc second across when feed by an 8-10 m class telescope. That in turn mainly limits IFS-based astrophysical science to single small targets. A much larger field of view –1 arc minute across or a sky area 36 times larger- is needed to cover hundreds of highly distant galaxies, in a single, if very long (up to 100 hours), exposure. This in turn requires to develop IFS systems featuring at least ~ half a billion detector pixels.

The brute force approach would have been to build huge spectrographs feeding gigantic detector arrays. Instead, the two Panoramic IFS in operation by 2022, MUSE and VIRUS[20], are made of respectively 24 and 120 serial-produced optical IFS. This results in substantially smaller and cheaper instruments. The mirror slicer based MUSE instrument started operation at the ESO Very Large Telescope in 2014 and the fiber sliced based VIRUS on the Hobby-Eberly Telescope in 2021.

Multi-Object IFS

It is conceptually straightforward to combine the capabilities of Integral Field Spectroscopy and Multi-Object Spectroscopy in a single instrument. This is done by deploying a number of small IFUs in a large sky patrol field, possibly a degree or more across. In that way, quite detailed information on e.g. a number of selected galaxies can be obtained in one go. There is of course a tradeoff between the spatial coverage on each target and the total number accessible of targets. FLAMES[21], the first instrument featuring this capability, had first light in this mode at the ESO Very Large Telescope in 2002. A number of such facilities are now in operation in the Visible[22][23][24] and the Near Infrared[25][26].

An example of observations with Integral Field Units at FLAMES/ESO

Even larger latitude in the choice of coverage of the patrol field has been proposed under the name of Diverse Field Spectroscopy[27] (DFS) which would allow the observer to select arbitrary combinations of sky regions to maximize observing efficiency and scientific return. This requires technological developments, in particular versatile robotic target pickups[28] and photonic switchyards[29].

Three-dimensional Detectors

Other techniques can achieve the same ends at different wavelengths. In particular, at radio wavelengths, simultaneous spectral information is obtained with heterodyne receivers[30], featuring large frequency coverage and huge spectral resolution.

In the X-Ray domain, owing to the high energy of individual photons, aptly called 3D photon counting detectors not only measure on the fly the 2D position of incoming photons but also their energy, hence their wavelength. Note nevertheless that spectral information is very coarse, with spectral resolutions ~10 only. One example is the ACIS Advanced CCD Imaging Spectrometer on NASA’s Chandra X-ray Observatory.  

In the Visible-Near Infrared, this approach is a lot harder with the much less energetic photons. Nevertheless small format superconducting detectors, with limited spectral resolution ~ 30 and cooled below 0.1 K, have been developed and successfully used, e.g. the 32x32 pixels ARCONS[31] Camera at the Hale 200” Telescope. In contrast, ‘classical’ IFS usually feature spectral resolutions of a few thousands.

References

  1. ^ Butcher, Harvey (1982-11-16). Crawford, David L. (ed.). "Multi-Aperture Spectroscopy At Kitt Peak". Tucson: 296–300. doi:10.1117/12.933469. {{cite journal}}: Cite journal requires |journal= (help)
  2. ^ Courtes, Georges (1982). Humphries, Colin M. (ed.). Instrumentation for Astronomy with Large Optical Telescopes: Proceedings of IAU Colloquium No. 67, Held at Zelenchukskaya, U.S.S.R., 8–10 September, 1981. Astrophysics and Space Science Library. Vol. 92. Dordrecht: Springer Netherlands. doi:10.1007/978-94-009-7787-7. ISBN 978-94-009-7789-1.
  3. ^ Bacon, R.; Adam, G.; Baranne, A.; Courtes, G.; Dubet, D.; Dubois, J. P.; Emsellem, E.; Ferruit, P.; Georgelin, Y.; Monnet, G.; Pecontal, E.; Rousset, A.; Say, F. (1995-10-01). "3D spectrography at high spatial resolution. I. Concept and realization of the integral field spectrograph TIGER". Astronomy and Astrophysics Supplement Series. 113: 347. ISSN 0365-0138.
  4. ^ Adam, G.; Bacon, R.; Courtes, G.; Georgelin, Y.; Monnet, G.; Pecontal, E. (1989-01-01). "Observations of the Einstein Cross 2237+030 with the TIGER integral field spectrograph". Astronomy and Astrophysics. 208: L15–L18. ISSN 0004-6361.
  5. ^ "SAURON – Spectrographic Areal Unit for Research on Optical Nebulae". Retrieved 30 November 2012.
  6. ^ Claudi, R. U.; Turatto, M.; Gratton, R. G.; Antichi, J.; Bonavita, M.; Bruno, P.; Cascone, E.; De Caprio, V.; Desidera, S.; Giro, E.; Mesa, D.; Scuderi, S.; Dohlen, K.; Beuzit, J. L.; Puget, P. (2008). "SPHERE IFS: the spectro differential imager of the VLT for exoplanets search". In McLean, Ian S; Casali, Mark M (eds.). Ground-based and Airborne Instrumentation for Astronomy II. Vol. 7014. p. 70143E. Bibcode:2008SPIE.7014E..3EC. doi:10.1117/12.788366. S2CID 56213827.
  7. ^ Angonin, M. C.; Vanderriest, C.; Surdej, J. (1990), Mellier, Yannick; Fort, Bernard; Soucail, Geneviève (eds.), "Bidimensional spectrography of the "clover leaf" H1413+117 at sub-arcsec. Spatial resolution", Gravitational Lensing, vol. 360, Berlin/Heidelberg: Springer-Verlag, pp. 124–126, doi:10.1007/bfb0009246, ISBN 978-3-540-52648-3, retrieved 2022-12-19
  8. ^ Malivoir, C.; Encrenaz, Th.; Vanderriest, C.; Lemonnier, J.P.; Kohl-Moreira, J.L. (1990-10). "Mapping of secondary products in Comet Halley from bidimensional spectroscopy". Icarus. 87 (2): 412–420. doi:10.1016/0019-1035(90)90144-X. {{cite journal}}: Check date values in: |date= (help)
  9. ^ "INTEGRAL: A Simple and Friendly Integral Field Unit Available at the WHT". Isaac Newton Group of Telescopes. Retrieved 30 November 2012.
  10. ^ "CALIFA: Calar Alto Legacy Integral Field Area survey". CALIFA Survey. Retrieved 10 October 2014.
  11. ^ "SAMI: Overview of the SAMI Survey". SAMI Survey. Retrieved 5 March 2014.
  12. ^ "MaNGA: SDSS-III". Sloan Digital Sky Survey. Retrieved 5 March 2014.
  13. ^ Cameron, M.; Weitzel, L.; Krabbe, A.; Genzel, R.; Drapatz, S. (1993-12-01). "3D: The New MPE Near-Infrared Field Imaging Spectrometer". 183: 117.02. {{cite journal}}: Cite journal requires |journal= (help)
  14. ^ Eisenhauer, F.; Schdel, R.; Genzel, R.; Ott, T.; Tecza, M.; Abuter, R.; Eckart, A.; Alexander, T. (2003-11-10). "A Geometric Determination of the Distance to the Galactic Center". The Astrophysical Journal. 597 (2): L121–L124. doi:10.1086/380188. ISSN 0004-637X.
  15. ^ Content, Robert (1998-08-21). Fowler, Albert M. (ed.). "Advanced image slicers for integral field spectroscopy with UKIRT and GEMINI". Kona, HI: 187. doi:10.1117/12.317262. {{cite journal}}: Cite journal requires |journal= (help)
  16. ^ "ESO - MUSE". www.eso.org. Retrieved 2022-12-19.
  17. ^ Matuszewski, Mateusz; Chang, Daphne; Crabill, Robert M.; Martin, D. Christopher; Moore, Anna M.; Morrissey, Patrick; Rahman, Shahinur (2010-07-16). McLean, Ian S.; Ramsay, Suzanne K.; Takami, Hideki (eds.). "The Cosmic Web Imager: an integral field spectrograph for the Hale Telescope at Palomar Observatory: instrument design and first results". San Diego, California, USA: 77350P. doi:10.1117/12.856644. {{cite journal}}: Cite journal requires |journal= (help)
  18. ^ www2.keck.hawaii.edu https://www2.keck.hawaii.edu/inst/osiris/. Retrieved 2022-12-19. {{cite web}}: Missing or empty |title= (help)
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