SMC-Last extracted photometry
Abstract
Financial support for this work was provided by NASA through NASA ADAP grant 80NSSC19K0585. M.S. acknowledges support from NASA ADAP grant No. 80NSSC22K0168. F.K. was supported by the Spanish program Unidad de Excelencia María de Maeztu CEX2020-001058-M, financed by MCIN/AEI/10.13039/501100011033. S.S. acknowledges support from UNAM-PAPIIT Program IA 104822.
Full text
SMC-Las Ex ac ed Pho ome y
T. A. Kucha
1
, G. C. Sloan
2,3
, D. R. Mizuno
1
, Ka hleen E. K aeme
1
, M. L. Boye
2
, Ma in A. T. G oenewegen
4
,
O. C. Jones
5
, F. Kempe
6,7,8
, Iain McDonald
9
, Joana M. Oli ei a
10
, Ma a Sewiło
11,12,13
, Sunda S ini asan
14
,
Jacco Th. an Loon
10
, and Albe Zijls a
15
1
Ins i u e o Scien ific Resea ch, Bos on College, 140 Commonweal h A enue, Ches nu Hill, MA 02467, USA
2
Space Telescope Science Ins i u e, 3700 San Ma in D i e, Bal imo e, MD 21218, USA
3
Depa men o Physics and As onomy, Uni e si y o No h Ca olina, Chapel Hill, NC 27599-3255, USA
4
Koninklijke S e enwach an België, Ringlaan 3, B–1180 B ussels, Belgium
5
UK As onomy Technology Cen e, Royal Obse a o y, Black o d Hill, Edinbu gh, EH9 3HJ, UK
6
Ins i u de Ciències de l’Espai (ICE, CSIC), Can Mag ans, s/n, E-08193 Ce danyola del Vallès, Ba celona, Spain
7
ICREA, Pg. Lluís Companys 23, E-08010 Ba celona, Spain
8
Ins i u d’Es udis Espacials de Ca alunya (IEEC), E-08034 Ba celona, Spain
9
Jod ell Bank Cen e o As ophysics, Uni e si y o Manches e , Manches e , M13 9PL, UK
10
Lenna d-Jones Labo a o ies, Keele Uni e si y, ST5 5BG, UK
11
Exoplane s and S ella As ophysics Labo a o y, NASA Godda d Space Fligh Cen e , G eenbel , MD 20771, USA
12
Depa men o As onomy, Uni e si y o Ma yland, College Pa k, MD 20742, USA
13
Cen e o Resea ch and Explo a ion in Space Science and Technology, NASA Godda d Space Fligh Cen e , G eenbel , MD 20771, USA
14
Ins i u o de Radioas onomía y As o ísica, UNAM, An igua Ca e e a a Pá zcua o 8701, Ex-Hda. San José de la Hue a, Mo elia 58089, Mich., México
15
Jod ell Bank Cen e o As ophysics, The Uni e si y o Manches e , Manches e , M13 9PL, UK
Recei ed 2023 No embe 22; e ised 2024 Feb ua y 2; accep ed 2024 Feb ua y 2; published 2024 Ma ch 11
Abs ac
We p esen poin -sou ce pho ome y om he Spi ze Space Telescope's final su ey o he Small Magellanic
Cloud (SMC). We mapped nea ly 30 deg
2
in wo epochs in 2017, wi h he second ex ending o ea ly 2018 a 3.6
and 4.5 μm using he In a ed A ay Came a. This su ey duplica es he oo p in om he SAGE-SMC p og am in
2008. Toge he , hese su eys co e a nea ly 10 y empo al baseline in he SMC. We pe o med ape u e
pho ome y on he mosaicked maps p oduced om he new da a. We did no use any p io ca alogs as inpu s o he
ex ac o in o de o be sensi i e o any mo ing objec s (e.g., o eg ound b own dwa s)and o he ansien
phenomena (e.g., ca aclysmic a iables o FU O i– ype e up ions). We p oduced a poin -sou ce ca alog wi h high-
confidence sou ces o each epoch as well as a combined-epoch ca alog. Fo each epoch and he combined-epoch
da a, we also p oduced a mo e comple e a chi e wi h lowe -confidence sou ces. All o hese da a p oduc s will be
made a ailable o he communi y a he In a ed Science A chi e.
Unified As onomy Thesau us concep s: Small Magellanic Cloud (1468);In a ed pho ome y (792);Celes ial
objec s ca alogs (212)
1. In oduc ion
The Small Magellanic Cloud (SMC)is a nea by, me al-poo
dwa galaxy. I s dis ance (62.44 ±0.94 kpc; G aczyk e al.
2020)and me allici y (Z=0.1–0.2 Z
e
; e.g., Russell &
Dopi a 1992; Choudhu y e al. 2018)make i an ideal a ge
o s udying he e olu ion o bo h he in e s ella medium and
s a s wi h well-cha ac e ized dis ances in a mo e p imi i e
chemical en i onmen han he Milky Way. Consequen ly, he
SMC has been a ge ed by many su eys co e ing a wide
wa eleng h ange, om X- ays o adio (e.g., Za i sky e al.
2002; Cu i & 2MASS Team 2004; Ka o e al. 2007; Udalski
e al. 2008; I a e al. 2010; Cioni e al. 2011; Go don e al.
2011; Habe l e al. 2012; Meixne e al. 2013; Joseph e al.
2019).
The Spi ze Space Telescope (We ne e al. 2004)co e ed
he SMC in whole o in pa in mul iple epochs. The Spi ze
Su ey o he Small Magellanic Cloud (S
3
MC; Bola o e al.
2007)mapped 2.8 deg
2
in he co e o he galaxy (ou lined in
Figu e 1)in all se en pho ome ic fil e s in he In a ed A ay
Came a (IRAC; 3.6, 4.5, 5.8, and 8.0 μm; Fazio e al. 2004)
and he Mul i-band Imaging Pho ome e o Spi ze (24, 70,
and 160 μm; Rieke e al. 2004). A second Spi ze p og am,
Su eying he Agen s o Galaxy E olu ion in he Tidally
S ipped, Low Me allici y Small Magellanic Cloud (SAGE-
SMC; Go don e al. 2011), ollowed. I used he same fil e s bu
co e ed he en i e galaxy and i s en i onmen , including he
ba , wing, and ail ( hese egions a e labeled in Figu e 1).
Spi ze ’s Las Look a he SMC (o SMC-Las )duplica ed he
sky co e age o SAGE-SMC. Bo h su eyed he same 30 deg
2
,
and bo h obse ed in wo epochs spaced 3–4 mon hs apa .
SMC-Las was comple ed du ing Cycle 13, which ook place
du ing he wa m phase o he Spi ze mission. Thus, he only
bands a ailable we e o he 3.6 and 4.5 μm IRAC fil e s.
The S
3
MC p og am obse ed he co e o he SMC ( he
denses egions o he ba )wi h IRAC in 2005 May. The wo
IRAC epochs o SAGE-SMC ollowed in 2008 June and
Sep embe , and he wo SMC-Las epochs we e ob ained in
2017 (Augus –Sep embe )and om 2017 No embe o 2018
Feb ua y. In be ween SAGE-SMC and SMC-Las , he SAGE-
Va p og am mapped an a ea o 2.9 deg
2
in he co e o he
SMC in ou epochs om 2010 Augus o 2011 June du ing he
wa m Spi ze mission (Riebel e al. 2015). Thus, SMC-Las
ex ends he empo al co e age in he cen e o he SMC by
Spi ze o nine epochs a 3.6 and 4.5 μm co e ing a empo al
baseline o o e 12 y . The minimum co e age in he SAGE-
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il h ps://doi.o g/10.3847/1538-3881/ad2601
© 2024. The Au ho (s). Published by he Ame ican As onomical Socie y.
O iginal con en om his wo k may be used unde he e ms
o he C ea i e Commons A ibu ion 4.0 licence. Any u he
dis ibu ion o his wo k mus main ain a ibu ion o he au ho (s)and he i le
o he wo k, jou nal ci a ion and DOI.
1
SMC oo p in is ou epochs wi h a baseline o o e 9 y .
Table 1lis s he epochs om Spi ze su eys o he SMC.
The Wide-fieldIn a edSu eyExpe imen (WISE; W igh
e al. 2010)has p o ided addi ional co e age o he SMC in wo
epochs in 2010 and, s a ing in 2014, wo epochs pe yea as he
Nea -Ea h Objec WISE-Reac i a ed (NEOWISE-R)mission
(Mainze e al. 2014). WISE scans he en i e sky once e e y 6
mon hs. The fi s epoch in 2010 was ob ained in all ou WISE
fil e s. All subsequen epochs ollowed he loss o c yogens and
include jus he 3.4 and 4.6 μmfil e s. The 2023 elease o he
mul iepoch NEOWISE-R ca alog includes a o al o 20 epochs
om 2010 h ough 2022. While WISE p o ides be e empo al
co e age han he Spi ze su eys, i is no as deep, and i is a
lowe esolu ion (∼6″, as discussed in Sec ion 5).
Sec ion 2desc ibes he mosaics om which he poin -sou ce
ca alogs we e gene a ed. Sec ion 3desc ibes he ex ac ion
Figu e 1. The SMC-Las IRAC 3.6 μm(uppe panel)and 4.5 μm(lowe panel)composi e images combining bo h epochs o obse a ion. The majo mo phological
ea u es o he SMC ( he ba , wing, and ail, he la e being a pa o he Magellanic B idge)a e labeled. Red squa es in he 3.6 μm image indica e he wo es fields
( he spa se field in he wing and he c owded field cen e ed on NGC 346, as defined in Sec ion 5). In he 4.5 μm image, he colo ed ou lines show he su ey a eas o
S
3
MC, SAGE-SMC, and SAGE-Va .
2
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.
p ocess and de ails how he flux and posi ional unce ain ies
we e calcula ed. Sec ion 4desc ibes he con en s o he ca alogs
and a chi es. Sec ion 5compa es he SMC-Las poin sou ces
o SAGE-SMC and WISE in wo es fields. Sec ion 6
summa izes he SMC-Las p ojec .
2. Da a
The pho ome y p esen ed he e we e ex ac ed om mosaic
images p oduced om he SMC-Las su ey (Mizuno e al.
2022). The mosaics consis o 52 pla es, each 1°.06×1°.06, a
bo h 3.6 and 4.5 μm. These da a co e ∼30 deg
2
in he SMC,
including he main ba o he galaxy, he wing ex ending o he
eas , and he ail ex ending u he in ha di ec ion owa d he
La ge Magellanic Cloud.
Al hough he wo IRAC bands ha e sligh ly di e en
esolu ions, he pla es we e mosaicked o ha e he same pixel
size, 0 6, and esolu ion, ∼2″. The obse a ions we e aken
wi h high dynamic ange exposu es a 0.4 and 10.4 s
in eg a ions o co e bo h ain and b igh sou ces and
minimize sa u a ion in he images. Two comple e maps we e
made o e wo epochs sepa a ed by 70 days. The fi s epoch
was ob ained om 2017 Augus 25 o Sep embe 13 and he
second om 2017 No embe 24 o 2018 Feb ua y 12.
Scheduling logis ics equi ed he ex ension o epoch 2 o
78 days o co e he gaps le in he o iginal scheduling. A hi d
map was gene a ed ha combined obse a ions om bo h
epochs, and hese da a a e he basis o Figu e 1.
3. Sou ce Ex ac ion
We used he open sou ce SEx ac o (Sou ce-Ex ac o
e sion 2.14.2; Be in & A nou s 1996) o pe o m ape u e
pho ome y on ou mosaicked images. The so wa e is flexible
in se ing a wide a ie y o pa ame e s needed o pho ome y.
In gene al, he so wa e calcula es a model o he sky
backg ound and hen p oduces a backg ound-sub ac ed image
on which o pe o m he pho ome y. De ec ions a e hen
pho ome ically ex ac ed, “cleaned”o a i ac s (i.e., eex-
amined o con ibu ions o nea es neighbo s), and hen sa ed
o a sou ce lis . The documen a ion wi h he so wa e explains
ha sou ces ha o e lap pa ially, so ha hey show wo clea
peaks, a e ex ac ed as sepa a e sou ces.
3.1. Ape u e Selec ion
The selec ion o ape u e size depends la gely on he
unce ain ies expec ed o he candida e ape u es. The p ima y
sou ce o unce ain y o he ain e sou ces is he backg ound
noise in he ape u e. Fo pixel- o-pixel noise σ
BG
, he
unce ain y in he in-ape u e flux will be p opo ional o
NBG
s, whe e Nis he numbe o pixels in he ape u e, o
equi alen ly, p opo ional o dσ
BG
, whe e dis he ape u e
diame e . The backg ound unce ain y in he o al flux, hen, is
p opo ional o C(d)dσ
BG
, whe e C(d)is he ape u e co ec ion
o diame e d. We es ima e C(d)a small ape u es om he
3.6 and 4.5 μm poin - esponse unc ion (PRF)images supplied
by he In a ed P ocessing and Analysis Cen e (IPAC).
16
C(d)
ises s eeply below abou 4″diame e , and we find ha he
backg ound unce ain y is minimized below a 3″ape u e
diame e o bo h bands.
The second sou ce o ape u e-dependen unce ain y is wha
we e m “small-ape u e”unce ain y, which a ises om he
unce ain ies in he cen oid de e mina ion om he ex ac o ,
pu ing a ying po ions o a sou ce's PRF inside o ou side he
ape u e. This e ec inc eases wi h dec easing ape u e
diame e , and i also inc eases (in absolu e flux unce ain ies)
wi h flux, because i is a ac ional e ec , bu i is pa ially
mi iga ed by he esul ha he cen oid unce ain y gene ally
dec eases wi h inc easing flux.
Ou app oach is o apply he ape u e ha minimizes he o al
unce ain y o each sou ce indi idually, pa icula ly wi h
espec o hese wo compe ing unce ain ies (o he sou ces o
unce ain y a e ei he independen o o depend only weakly on
he ape u e). As he op imum ape u e will a y wi h
backg ound noise and sou ce flux, we se he sou ce ex ac o
o epo he in-ape u e fluxes wi h a ange o ape u e
diame e s: 4″,5″,6″,8″, and 10″. Fo each ape u e, we
calcula e he o al unce ain y and selec he esul s o he
ape u e ha p oduces he minimum unce ain y. See
Sec ion 3.2 o de ails on he calcula ion o unce ain ies.
One excep ion o his scheme is ha o sou ces wi h FWHM
>25, o elonga ion >1.25, a minimum ape u e-size c i e ion
is applied ega dless o he ape u e wi h he minimum
unce ain y, because he ape u e co ec ions (and he esul ing
unce ain ies)a e inaccu a e o such sou ces.
The ca alog fluxes a e he ex ac o - epo ed in-ape u e
fluxes ( o he op imum ape u e)scaled by he ape u e
co ec ions C(d). The ape u e co ec ion o he 10″ape u e
o each band is in e pola ed om he co ec ion alues shown
in he IRAC Use 's Manual ( hei Table 4.8 p o ides c yogenic
and wa m IRAC ape u e co ec ions). The co ec ions o he
emaining ape u es a e de e mined as he median a io o he
10″in-ape u e fluxes o he in-ape u e fluxes a he o he
ape u es o e all he epoch 1 sou ces be ween 1 and 100 mJy
(∼47,000), hen scaled o he 10″ape u e co ec ion. We
es ima e ha he unce ain y in he ape u e co ec ions epo ed
in he IRAC Use 's Manual, abou 1%–2%, should hold o he
ape u e co ec ions applied o ou da a. Table 2shows he
ape u e co ec ions we apply o he wo bands.
Table 1
Spi ze and WISE Obse a ions o he SMC
Spi ze Su eys o he SMC All-Sky
WISE
b
Name Region
a
A ea
(deg
2
)Epoch Epoch
S
3
MC Co e o
he SMC
c
2.8 2005 May 2010 Ap
SAGE-SMC Full SMC 30 2008 Jun 2010 Oc
SAGE-SMC Full SMC 30 2008 Sep 2014 May
SAGE-Va Co e 2.9 2010 Aug 2014 No
SAGE-Va Co e 2.9 2010 Sep 2015 May
SAGE-Va Co e 2.9 2010 Dec 2015 No
SAGE-Va Co e 2.9 2011 Jun 2016 May
SMC-Las Full SMC 30 2017 Aug 2016 No
SMC-Las Full SMC 30 2017 No 2017 Ap
LLLL2017 No
No es.
a
The S
3
MC, SAGE-SMC, and SAGE-Va su ey a eas a e indica ed in he
4.5 μm image in Figu e 1.
b
WISE epochs con inue om 2018 o p esen , wo pe yea .
c
The “ba ”and pa o he “wing”; see Figu e 1.
16
h ps://i sa.ipac.cal ech.edu/da a/SPITZER/docs/i ac/calib a ionfiles/
ps p /
3
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.
3.2. Unce ain y in Flux
Wi h all such so wa e packages, i is necessa y o unde -
s and exac ly wha he so wa e is measu ing when i ou pu s a
measu emen . Fo example, he ex ac o es ima es he flux
unce ain y gi en he ape u e size(s). Howe e , he unce ain y
calcula ion, pa icula ly o he pho oelec on coun ing s a is-
ics, assumes a fixed in eg a ion ime o he en i e image. Bu
since he images a e mosaics, hey ha e a ying co e ages.
Also, we ha e subs i u ed 0.4 s da a o he e y b igh sou ces
ha sa u a ed he de ec o s in he 10.4 s in eg a ion. Fu he -
mo e, he Spi ze p ocessing pipeline o he aw da a includes
addi ional unce ain ies, pa icula ly o b igh sou ces, such as
unce ain ies associa ed wi h he nonlinea i y co ec ion and
co ec able sa u a ions. Fo hese easons, we ha e chosen o
calcula e unce ain ies sepa a ely om he ex ac o ou pu .
Fo he ape u e pho ome y, we iden i y ou sou ces o
unce ain y om he pixel alues hemsel es: (1)unce ain y in
he backg ound sub ac ed om he da a in he ape u e, (2)
unce ain y in he ape u e in eg a ion om pixel- o-pixel ms
in he ape u e, (3)pho oelec on coun ing unce ain y and
o he unce ain ies o b igh sou ces, and (4) o small
ape u es, unce ain y in he e ec i e ape u e co ec ion due
o unce ain ies in he posi ioning o he cen oid o he sou ce.
Fo ain sou ces (below abou 0.1 mJy), he e is also an
unce ain y associa ed wi h he co ec ion o a small back-
g ound-le el e o .
3.2.1. Backg ound-le el Unce ain y (σ
LEV
)
The sou ce ex ac o p oduces a backg ound ms map. Wi h he
pa ame e s o ou ex ac ions, his map is gene a ed by
de e mining he ms in 14 ×14 pixel bins, wi h some agg essi e
ou lie dele ion. The ms alues o each bin a e smoo hed o e 10
bins and hen in e pola ed o gi e an ms es ima e o each pixel.
While he ms is o mally unique o each pixel, i is basically he
a e age backg ound ms in he su ounding 80″×80″ egion
(10 pixels ×14 bins ×06pixel
−1
).
Fo each sou ce, he backg ound ms σ
BG
is de e mined om
he ms map a he sou ce loca ion. The ex ac o epo s he
backg ound flux sub ac ed o he selec ed ape u e, which is
con e ed o a backg ound b igh ness le el by di iding by he
ape u e a ea. The backg ound le el is de e mined o each
ape u e in a 24 pixel wide “squa e annulus”su ounding he
ape u e, o oughly a 48 ×48 box o pixels. Fo a fla
backg ound, σ
BG
is simply he pixel- o-pixel noise, and he
backg ound-le el unce ain y would be app oxima ely σ
BG
/48.
Bu i σ
BG
con ains significan backg ound a ia ions on a
leng h scale la ge han he sou ce size bu smalle han
14 pixels, hen he backg ound unce ain y would be close o
σ
BG
i sel . We ha e no p ac ical way o di ec ly measu e
backg ound a ia ions a ound a sou ce. Howe e , as an
app oxima ion, we use he backg ound b igh ness alues o
each ape u e: he ms o he le els o e he di e en ape u es
is aken, and he g ea e o his ms (deno ed BG
s
¢)o σ
BG
/48 is
used as he backg ound-le el unce ain y.
Fo each ape u e, hen, he es ima ed backg ound-le el
unce ain y is scaled by he numbe No pixels in he ape u e
o gi e he unce ain y in he in-ape u e flux (in in eg a ed MJy
s
−1
pixel uni s), hen scaled by he solid angle Ao he mosaic
pixels o gi e he in-ape u e flux unce ain y in mJy
(A=8.461595 ×10
−12
s imes he 10
9
MJy- o-mJy con e -
sion). This esul is scaled by he ape u e co ec ion C
k
o
ape u e k(Table 2) o gi e he unce ain y in he o al flux.
This unce ain y is adjus ed by wo addi ional ac o s. Fi s ,
he alues in he backg ound ms images a e smalle han he
expec ed alues o he backg ound ms in he indi idual IRAC
ames di ided by he squa e oo o he co e age. Thus, he
mosaicking p ocess p oduces some amoun o e ec i e
smoo hing. This smoo hing educes he measu ed pixel- o-
pixel ms bu should no a ec he backg ound unce ain ies
o e ex ended egions, so we scaled he backg ound ms alues
upwa d by 20% o app oxima ely ma ch he expec ed
unsmoo hed ms in he mosaics. Second, he IRAC ames
ha e a pixel size o 1 2, while he mosaics ha e 0 6 pixels, so
gene a ing he mosaics e ec i ely ebins he da a by a ac o o
2×2. Fo he unce ain y calcula ions o e ensembles o
pixels, his ebinning inco ec ly inc eases he
n
1
2
- ms benefi
o sums and a e ages by a ac o o 2, so we scale he
calcula ed unce ain ies by 2 o accoun o he ebinning.
The backg ound-le el unce ain y (in mJy)is hen
( )()()()()NAC48 1.2 2.0 .
kLEV BG
ss=
Fo he case whe e he empi ical backg ound ms BG
s
¢is
used, he unce ain y is
()()()NAC
kLEV BG
ss=¢
because BG
s
¢is a di ec measu e (albei an app oxima ion)o
he backg ound-le el unce ain y wi hou he smoo hing and
ebinning adjus men s.
3.2.2. Ape u e Flux Unce ain y Due o Backg ound Noise (σ
SUM
)
The backg ound unce ain y σ
SUM
in he ape u e in eg a ion
is also de e mined om he ex ac o backg ound ms image.
We ake he alue o he backg ound ms σ
BG
a he sou ce
loca ion as cons an o e he ape u e. Wi h his assump ion,
he unce ain y o he sum o image pixel alues o e he
ape u e is
N
B
G
1
2s, whe e Nis he numbe o mosaic pixels in
he ape u e. Wi h he con e sion o mJy and applying he
adjus men s o smoo hing and ebinning, we ha e
()()()()NAC1.2 2.0 .
kSUM BG
1
2
ss=
3.2.3. Pho oelec on Coun ing Unce ain y (σ
PH
)
The pho oelec on coun ing unce ain y (and ela ed b igh -
sou ce unce ain ies)is de e mined om he unce ain y images
gene a ed by Spi ze 's Mopex mosaicking so wa e (Mako oz
& Khan 2005). These images con ain he o al unce ain y o
each mosaic pixel (in MJy s
−1
)as es ima ed om he ini ial
p ocessing o he aw IRAC ames. While hese unce ain y
images con ain backg ound unce ain y alues, he alues do
no accu a ely ep esen he pixel- o-pixel ms alues in ou
images (Mizuno e al. 2022)and also include o e all le el
unce ain y es ima es om he da k sub ac ion, which do no
a ec he unce ain y o he ape u e pho ome y. Fo each
Table 2
IRAC Ape u e Pho ome y Co ec ions
Band Ape u e Size
10″8″6″5″4″3″
3.6 μm 1.070 1.100 1.148 1.205 1.329 1.649
4.5 μm 1.078 1.100 1.141 1.211 1.357 1.685
4
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.
sou ce, we sub ac he “backg ound”o hese unce ain y
images by aking a 12 ×12 box o pixels su ounding he
sou ce and sub ac ing he median o he pe ime e o he box
as he backg ound. Any esul ing nega i e- alue pixels a e
eplaced wi h ze os. The pho oelec on coun ing unce ain y
σ
PH
is hen
⎜⎟
⎛
⎝
⎞
⎠()()()pAC2.0 ,
i
ikPH 2
1
2
å
s=
whe e he summa ion is o e he mosaic pixels in ape u e k
and p
i
a e he backg ound-sub ac ed pixel alues o he
unce ain y image. No e ha he mosaic smoo hing desc ibed
abo e does a ec he unce ain y image esul s bu no in a
s aigh o wa d way, and i is igno ed in he p esen calcula ion.
3.2.4. Small-ape u e Unce ain y (σ
SA
)
Fo small ape u es, unce ain y in he loca ion o he
cen oid o he sou ce p oduces addi ional unce ain y in he
calcula ed flux due o a ia ion in he ac ion o he flux
con ained wi hin he ape u e depending on he accu acy o he
cen oid. We ha e modeled his small-ape u e e ec wi h he
PRFs supplied by he Spi ze Science Cen e . Fo each band,
he a e age o he 25 images (sampling he ocal plane)is
aken, wi h he backg ound sub ac ion and scaling se o ma ch
he ape u e co ec ions supplied in he IRAC Use ’s Manual
(Table 4.8). A Mon e Ca lo simula ion o he cen oid
unce ain ies was hen pe o med o each ape u e, wi h he
cen e o he ape u e shi ed by andom amoun s in xand y
( ela i e o he PRF cen e )wi h a specified ms o simula e he
cen oid accu acy, and he flux in he ape u e was hen
measu ed. The esul ing sca e in in-ape u e fluxes is a model
o he ac ional unce ain y o he sou ce flux as a unc ion o
he ape u e size and he cen oid ms unce ain y.
Fo each sou ce, he cen oid unce ain y is es ima ed om
an empi ical model (see Sec ion 3.3 below)and hen applied o
he Mon e Ca lo model o es ima e he ac ional flux
unce ain y o each ape u e o ha sou ce. These ac ional
unce ain ies a e hen scaled by he ape u e-co ec ed fluxes (in
mJy) o gi e he unce ain y σ
SA
o each ape u e. This
unce ain y is a maximum o he ain es sou ces in he ca alog,
a ound 5%–10%, and is a pe cen o less abo e abou 0.1 mJy.
3.2.5. Ins umen al Unce ain y (σ
INST
)
The IRAC Use 's Manual (IRAC Ins umen & Ins umen
Suppo Teams 2021)desc ibes wo sou ces o ins umen al
unce ain y. The fi s is he “A ay Loca ion”unce ain y and is
due o he fla -field co ec ion being pe o med wi h he
zodiacal backg ound, and so he e will be a ia ions wi h
di e en sou ce spec a. IPAC supplies a co ec ion image ( o
each band) o a Vega spec um. We use hese o es ima e he
esul ing expec ed sca e in flux alues o ou sou ces by
calcula ing he ms o he co ec ion alues in hese images.
This is an es ima e o he unce ain y o a single co e age.
Because ou da a a e mosaicked om se e al IRAC ames,
his unce ain y is adjus ed by di iding by he squa e oo o he
co e age o ha sou ce.
The second sou ce is he “Pixel Phase”unce ain y, which
a ises om di e en esponses o he image pixels depending
on he p ecise loca ion o he sou ce cen oid on he pixel.
IPAC supplies IDL so wa e o calcula e a co ec ion o he
loca ion o he sou ce wi hin a pixel.
17
This co ec ion is
calcula ed o a g id o loca ion alues on he pixel, and he
expec ed unce ain y is es ima ed om he ms o he co ec ion
alues and again scaled o each sou ce by he squa e oo o
he co e age.
These wo e ec s di e o each band bu oge he gi e an
expec ed unce ain y o abou 2.4% o bo h bands. Howe e ,
hese fixed-pe cen age unce ain ies ha e been adjus ed o
ma ch an empi ical analysis o he unce ain ies. See
Sec ion 3.2.7 below.
3.2.6. Low-flux Backg ound-le el Unce ain y (σ
Δ
)
Sys ema ic a ia ions in he a ios be ween he fluxes
measu ed a he a ious ape u es (4″,5″,6″, and 8″, compa ed
wi h 10″) o sou ces wi h fluxes below ≈0.3 mJy a e
consis en wi h a small backg ound-le el e o , inc easing wi h
dec easing flux. Figu e 2shows he esul ing modeled flux
co ec ions a he h ee smalles ape u es ( he 4″ape u e was
used o mos o he sou ces in his flux ange). The le el e o
is posi i e, p oducing a flux defici , and so he flux co ec ion is
also posi i e. No e ha he backg ound e o seems o be a
Figu e 2. Modeled flux co ec ions due o backg ound-le el e o o he h ee smalles ape u es and o he 3.6 μm band. The esul s o he 4.5 μm band a e simila .
17
h ps://i sa.ipac.cal ech.edu/da a/SPITZER/docs/i ac/calib a ionfiles/
pixelphase/pixel_phase_co ec _gauss.p o
5
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.
small cons an abo e abou 0.3 mJy, bu we a e omi ing he
co ec ion when i d ops below abou 1%. I we deno e he
co ec ion as Δ
k
( ), o ape u e kand flux , hen he
associa ed unce ain y o he flux co ec ion is es ima ed as
()d
d ,
k
ss=D
D
whe e σis he flux unce ain y o he sou ce om all o he
causes.
3.2.7. To al Unce ain y and Empi ical Analysis
These unce ain ies a e s a is ically independen (wi h he
possible excep ion o σ
Δ
, as we do no know he mechanism
p oducing he unde lying e o , and while σ
LEV
and σ
SUM
bo h
depend on he backg ound noise, any associa ed e o s a e
de i ed om sepa a e ensembles o pixels). The o al
unce ain y o a sou ce is hen
.
2LEV
2
SUM
2
PH
2
SA
2
INST
22
ss s sss s= + +++ +
D
The sepa a e unce ain ies a e also s a is ically independen
ac oss he wo bands. The e m σ
LEV
could ha e some
co ela ion i o a gi en sou ce ha unce ain y is domina ed
by s uc u ed backg ound, which would likely be simila in
bo h bands, bu σ
LEV
is ne e he dominan e m in he o al
unce ain y.
The calcula ed unce ain ies can be checked empi ically wi h
he sou ce ma ches be ween he wo epochs. No ing ha he
backg ound noise le els a he IRAC ame le el o a gi en
band a e app oxima ely he same be ween he wo epochs, and
conside ing only sou ces wi h wo co e ages in he mapping
scans, he flux unce ain ies o a gi en sou ce be ween he wo
epochs should be app oxima ely he same. The flux di e ences
be ween he epoch-ma ched sou ces, hen, should in he
agg ega e eflec he ac ual unce ain ies. Specifically, he ms
o he flux di e ences o an ensemble o sou ces in a na ow
flux ange ( o which he unce ain ies should also gene ally
all in a na ow ange)should be app oxima ely 2 imes he
median unce ain y in he ensemble.
Figu e 3shows he 12
-scaled flux-di e ence ms alues
o he epoch-ma ched sou ces o e a se o flux bins o bo h
bands, he e limi ed o he co e age =2 sou ces (filled blue
squa es). The c i e ion o inclusion in a flux bin is ha he
mean o he epoch 1 and epoch 2 fluxes o a gi en sou ce alls
wi hin he flux bin. Also shown a e he median o mal σ(as
calcula ed abo e)in each bin o he epoch 1 sou ce (open ed
squa es). In he 3.6 μm band in pa icula he e is clea ly a
disc epancy be ween he o mal and empi ical unce ain y
alues, he o mal being abou a ac o o 2 oo small abo e a
ew mJy, bu he e is also a defici in he 4.5 μm band o abou
20%–30% (in bo h cases igno ing he small numbe s a is ics a
he e y high fluxes). Abo e a ew mJy, he only significan
con ibu o o he unce ain y is he ins umen al unce ain y
(Sec ion 3.2.5), so he disc epancy may be a ibu ed o an
inaccu a e accoun ing o ha componen . Wha e e he cause,
we ha e a bi a ily adjus ed he ins umen al unce ain y o
app oxima ely ma ch he empi ical esul s, om 2.4% in bo h
bands o 4.2% and 2.8% in he 3.6 and 4.5 μm bands,
espec i ely.
Figu e 3. Empi ical e o es ima e de i ed om ma ching sou ces ac oss epochs, calcula ed o e flux bins (filled blue squa es). Fo each bin, he ms o he c oss-
epoch flux di e ences is calcula ed and di ided by 2. The open ed squa es a e he median nominal σ o mal unce ain y in he bin, and he filled ed squa es a e he
σ alues a e he adjus men desc ibed in he ex .
6
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.
C owding o sou ces was no conside ed in he unce ain y
calcula ions. When ano he de ec ed sou ce ell wi hin a gi en
sou ce's ape u e, ha o he sou ce was masked (pixels se o 0
a e backg ound sub ac ion), so ha o a fi s app oxima ion,
he nea by sou ce does no a ec he gi en sou ce's flux o
unce ain y. Howe e , o sou ces wi h a e y close de ec ed
neighbo , less han 3″o so, we see e idence ha he masking
does educe he measu ed flux, al hough his e ec is no
quan ified and is no accoun ed o in he epo ed unce ain y.
Fo he mos “poin like”sou ces (below specified h esholds
o FWHM and elonga ion), he dominan unce ain ies a e he
in-ape u e backg ound noise (σ
SUM
) o fluxes below abou
0.2 mJy. Fo fluxes abo e 0.2 mJy, he ins umen al unce ain y
(σ
INST
)domina es. As hese a e he only wo ape u e-
dependen unce ain ies, o he poin like sou ces, he flux is
he p ima y de e minan o he ape u e. Fo sou ces ha a e
less poin like, he ape u e is usually inc eased om he o mal
unce ain y minimum, la gely because he ape u e co ec ion is
likely o be less accu a e o such sou ces, and a la ge ape u e
should educe he associa ed e o .
3.3. Unce ain y in Posi ion
The ex ac o de e mines he posi ion o he sou ce om he
pixel posi ion o he emission cen oid a e backg ound
sub ac ion, which can in oduce unce ain ies as he ex ac o
subdi ides pixels du ing his p ocess. The accu acy o he
measu ed coo dina es o he sou ces, i.e., he cen oid
unce ain y in he sou ce ex ac ions, is es ima ed wi h he
sou ce ma ches be ween he wo epochs. Fo each band and he
R.A. and decl. sepa a ely, he posi ional di e ences be ween
he ma ched sou ces a e aken, and he ms o he di e ences
a e calcula ed o e flux bins. I we assume ha he posi ional
unce ain ies o gi en sou ces will be equi alen o bo h
epochs (as bo h epochs ha e simila co e age and noise
cha ac e is ics), hen he ms o he di e ences will be
app oxima ely 2 imes he posi ional unce ain y o he
indi idual sou ces ( o sou ces wi h simila unce ain ies).We
find ha he posi ional unce ain ies a e flux-dependen and a e
essen ially equi alen o bo h bands in bo h R.A. and decl.
Figu e 4shows cen oid unce ain ies calcula ed in flux bins.
Figu e 4includes an exponen ial unc ion fi ed o he da a o
he o m
() ae c,
b
CENT
s=+
-
whe e is he log o he sou ce flux. This unc ion is he
cen oid unce ain y used o calcula e he small-ape u e
unce ain y (Sec ion 3.2.4).
In p inciple, hese esul s include he as ome ic unce ain y
in he images as well as he cen oid unce ain y specifically.
Howe e , hese da a a e domina ed by sou ces in egions o
which he e a e hund eds o sou ces used o he as ome ic
co ec ions o each IRAC ame (using ma ches o he Two
Mic on All Sky Su ey, 2MASS). The IRAC as ome y is
co ec ed (wi h a ansla ional adjus men )by ma ching he
measu ed cen oids o he sou ces in he IRAC ame o
2MASS sou ces (see Appendix Band Mizuno e al. 2022 o
de ails). Fo ha p ocedu e, he cen oid accu acy was
app oxima ely 0 5. In he c owded fields, a ypical da a ame
includes abou 400 sou ces and wo co e ages, so he
as ome ic accu acy ( ela i e o he mean 2MASS as ome y
o e he IRAC ame)is abou 0 5/20/1.4 =0 018, gene ally
a small componen o he abo e esul s. This es ima e assumes
pu ely ansla ional unce ain ies in he IRAC as ome y
ela i e o he 2MASS as ome y o any gi en da a ame.
We do, howe e , see a small field- o a ional e o o abou 1′in
he 3.6 μm a ay as ome y in all he da a (see Appendix B).
This e m gi es an e ec i e addi ional sca e o abou 0 03 in
he 3.6 μm coo dina es, which is implici ly included in he
σ
CENT
calcula ion, al hough i is small enough ha di e ences
in posi ional accu acy be ween bands can be igno ed.
Fo he posi ional accu acy epo ed in he ca alog, an
adjus men o he as ome ic accu acy in he spa se fields is
included due o less accu a e ansla ional co ec ions wi h
ewe sou ces. This is app oxima ely 0 5/NC , whe e Nis he
mean numbe o 2MASS sou ces used o he as ome ic
co ec ion and Cis he co e age numbe , so he o al posi ional
Figu e 4. Posi ional unce ain y (single axis)calcula ed om c oss-epoch ma ches o sou ces. Fo each flux bin, he posi ional di e ences be ween epochs in bo h
R.A. and decl. and o bo h bands a e aken. The plo ed alues a e he ms o hese bin ensembles di ided by 2. The epoch 1 3.6 μm sou ce is used o he flux
indexing.
7
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.
unce ain y o a sou ce is
()NC0. 5 .
POS
2
CENT
22
ss=+
Again, his is ela i e o he local mean 2MASS as ome y
o e an IRAC ame.
This posi ional unce ain y is o a single sou ce de ec ion
along a single axis (R.A. o decl.). Fo sou ces de ec ed in bo h
bands, he epo ed R.A. and decl. a e he unce ain y-weigh ed
a e ages o he coo dina es de e mined o each o he bands,
which p o ides oughly a 2benefi in he posi ional accu acy.
The associa ed single-axis unce ain y o he weigh ed a e ages
is hen scaled upwa d by 2 o gi e a adial unce ain y.
The epo ed posi ional unce ain ies a e andom de ia ions
om he nominal 2MASS as ome y. The absolu e unce ain y
depends on he accu acy o he 2MASS as ome y in he SMC
a he epoch o he SMC-Las obse a ions. The global p ope
mo ion o he SMC is app oxima ely 1.5 mas y
−1
(Zi ick e al.
2018; see also Niede ho e e al. 2021), so o he ∼20 y
be ween he su eys, we expec ∼30 mas o posi ional shi .
Also, Zi ick e al. (2018)obse e p ope mo ions o up o
abou 0.3 mas y
−1
ela i e o he global SMC p ope mo ion in
each o hei ∼35 sepa a e analysis egions, so his can
con ibu e up o ∼6 mas u he shi (al hough Niede ho e
e al. 2021 epo somewha highe isola ed local p ope
mo ions). In addi ion, we ha e some e idence o a sys ema ic
disc epancy o abou 0 03 in he measu ed coo dina es o
sou ces be ween ou wo epochs, possibly due o a small
esidual o se e o in he poin ing co ec ions, which esul s in
a coo dina e shi a di e en oll angles. The ne sys ema ic
e o we expec is he e o e a mos ∼007. The b igh es
objec s in he su ey, howe e , a e mos likely o eg ound
objec s and will ha e much la ge p ope mo ions. Cau ion
should be applied wi h hese objec s when ying o ma ch
ac oss su eys and/o epochs.
4. Da a P oduc s
4.1. Ca alogs and A chi es
Following he p ac ice o he SAGE p ojec (Meixne e al.
2006), SAGE-SMC (Go don e al. 2011), and many o he
Spi ze -based sou ce lis s, we ha e sepa a ed he final lis s o
ex ac ions in a file con aining he mo e eliable sou ces,
e e ed o as he “ca alog,”and a mo e comple e “a chi e,”
which con ains he ca alog sou ces as well as less eliable
ex ac ions. Toge he , hese sou ce lis s balance comple eness
and eliabili y.
Each ca alog and a chi e is published in h ee e sions o a
o al o six files. We applied he sou ce ex ac o sepa a ely o
he mosaics om each obse a ional epoch, and we also
ex ac ed sou ces om he combined-epoch mosaics.
The sou ce ex ac o gene a ed measu ed flux densi ies and
p elimina y es ima ed unce ain ies o all o he selec ed
ape u es. Once he o al unce ain ies we e calcula ed as
desc ibed abo e, he ape u e wi h minimum unce ain y was
ini ially selec ed o he sou ce lis . Fo sou ces de ia ing om
“poin like”(FWHM >25 o elonga ion >1.25), a la ge
ape u e was gene ally selec ed depending on he pa icula
alues o FWHM and elonga ion. C owding has no been
conside ed o he ape u e selec ion. The sou ce lis s include
he selec ed ape u e.
Fo he poin like sou ces, below abou 2.0 mJy, he in-
ape u e backg ound noise unce ain y (σ
SUM
)domina es, and
he smalles ape u e (4″)is usually selec ed. Abo e 2.0 mJy,
he “small-ape u e”unce ain y (σ
SA
)begins o domina e o e
σ
SUM
(as i is a ac ional unce ain y), and he selec ed ape u e
gene ally inc eases wi h inc easing flux. Abo e ∼0.3 mJy, he
ins umen al unce ain y (σ
INST
)domina es he o al e o , bu
his unce ain y does no depend on ape u e.
The c i e ia de e mining whe he sou ces belonged in he
ca alogs o he a chi es di e significan ly om p e ious
Spi ze -based su eys such as SAGE-SMC. Sou ces we e
included in he ca alog only i he signal- o-noise a io (S/N)
was 3 o g ea e in each band. To main ain independence
be ween he obse a ional epochs, sou ces a e no ma ched
be ween he epochs in ei he he ca alog o he a chi e. In a
gi en epoch, sou ces we e ma ched ac oss bands i hey we e
wi hin 1 6 o each o he . Al hough mos sou ces in he a chi e
ha e been ma ched ac oss bands, ha was no a necessa y
c i e ion o be in he a chi e. The e o e, i is possible o an
S/N=3 ex ac ion in IRAC band 1 o be lis ed in he a chi e
wi hou a co esponding band 2 de ec ion, and ice e sa.
We limi ed he size and shape o he sou ces o cull ex ended
sou ces and any emaining a i ac s in he images as well as
alse de ec ions. The ex ac o uses he dis ibu ion o he
sou ce pixels o calcula e he shape o he sou ce om he
second-o de momen s o he emission. These momen s define
he ellip ici y o he sou ce. We p ima ily used he FWHM and
elonga ion ( a io o axes). Fo he ca alog, we limi ed he size
and shape o sou ce o emo e non-poin sou ces. Sou ces in
he ca alogs had o ha e FWHM 3″and elonga ions 2.
These c i e ia we e elaxed o he a chi e, wi h FWHM 5″
and elonga ion 3.5. Thus, sou ce ypes ha can be sligh ly
ex ended such as young s ella objec s a e mo e likely o appea
in he a chi e han he ca alog (see also he discussion by
Sewiło e al. 2013).
We applied flux c i e ia o bo h he ca alog and a chi e o
he h ee epochs. Fain e sou ces (<0.1 mJy)nea b igh e ones
(>1 mJy) ended o be spu ious de ec ions i hey we e wi hin
12″o each o he (e.g., om di ac ion spikes o Ai y ings).
The e o e, we emo ed hese ain sou ces om bo h he
ca alog and a chi e. This s ep culled abou 700 sou ces.
Finally, we mo ed 19 sou ces ha we e b igh e han 3 Jy a
3.6 μm o he a chi e. These objec s a e badly sa u a ed e en in
he sho e in eg a ion imes and hus ha e less eliable flux
densi ies han equi ed o inclusion in he ca alog. The
appendix p o ides a able wi h hese sou ces.
4.2. Modified Julian Da e
The ca alogs and a chi es con ain a column gi ing he mean
Modified Julian Da e (MJD)o he obse a ion, along wi h
maximum and minimum obse a ion imes. These alues a e
based on he da a o a gi en epoch and a e p o ided sepa a ely
o 3.6 and 4.5 μm. The combined-epoch da a also include he
mean MJD, calcula ed in he same manne . The anges in imes
a e wide han hose in a single-epoch ca alog, since he s a s
o he wo epochs a e sepa a ed by 70 days and epoch 2 was
obse ed o e a pe iod o 78 days.
4.3. Comple eness
Figu e 5shows he numbe o sou ces binned by magni ude
o he wo epochs and he combined-epoch ca alog o bo h
IRAC bands. To es ima e comple eness, we ex end he linea
inc ease in he log o he numbe o sou ces as a unc ion o
8
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.
magni ude and epo he magni ude whe e he cumula i e
numbe o sou ces coun ed eaches 95% and 90% o he
expec ed o al. Table 3gi es he esul s. The imp o ed S/Nin
he mosaics o he combined epochs esul s in significan ly
be e comple eness es ima es bu a he cos o empo al
p ecision.
Table 4compa es SMC-Las o SAGE-SMC, showing he
numbe o sou ces and minimum and maximum flux densi ies
and magni udes o he a ious i e a ions o he ca alogs and
a chi es. He e and in he ollowing sec ions in his pape ,
compa isons o SAGE-SMC a e based on he SAGE-SMC
IRAC “Single F ame +Mosaic Pho ome y”Ca alog and
A chi e, 1.5,
18
which a e based on pho ome y ex ac ed om
he combined epoch 1 and epoch 2 mosaics (Go don e al.
2011). Fo bo h SMC-Las and SAGE-SMC, he a chi e
includes all sou ces in he ca alog. The sou ce coun s e eal a
di e ence in how he ca alogs and a chi es we e sepa a ed in
he wo su eys. In SAGE-SMC, only abou 10% o he
sou ces a e unique o he a chi e, while in SMC-Las , a mo e
conse a i e app oach has led o mo e sou ces unique o he
a chi e han a e in he ca alog. The o al sou ce coun s o he
a chi es in bo h su eys a e compa able.
5. Compa ing SMC-Las o O he Mid-in a ed Su eys
As ou lined in he In oduc ion, mul iple su eys wi h
Spi ze and WISE ha e co e ed he SMC. The WISE mission
has led o he AllWISE ca alog (Cu i e al. 2013), which is
based on he o iginal wo epochs ob ained in 2010, and he
Ca WISE ca alog (Ca WISE2020; Ma occo e al. 2021), which
coadds he fi s 12 WISE, NEOWISE, and NEOWISE-R
epochs ( om 2010 h ough 2018). The AllWISE and Ca WISE
ca alogs equi e S/N>5 o inclusion o a sou ce, bu only in
a single band, as opposed o he SMC-Las ca alogs, which
equi e S/N>3inbo h bands.
The abili y o ex ac a pho ome ic sou ce om he da a
depends on he complexi y o he field. We examined wo es
fields, as shown in Figu e 6(also indica ed in Figu e 1). One
field, e e ed o as he “c owded”o “NGC 346 field,”is
12 12¢´
¢
and cen e ed on NGC 346 (α,δ=14°.7721,
−72°.17589). The o he field samples a spa sely popula ed
egion
2
020¢´
¢
in size and cen e ed a 21°.70, −73°.32. We
e e o i as he “spa se field.”
To compa e he co e age o hese su eys, we pe o med wo
es s in he spa se and c owded fields, using he SAGE-SMC
IRAC “Single F ame +Mosaic Pho ome y”A chi e, 1.5, as he
basis o compa ison. Fi s , we ex ac ed all sou ces om hese
egions o SAGE-SMC, AllWISE, Ca WISE, and all h ee
epochs (1, 2, and combined)o he SMC-Las a chi e. Table 5
gi es he sou ce coun s in each field o he SAGE-SMC a chi e,
Figu e 5. Cumula i e sou ce coun s o he a chi e (blue)and ca alog ( ed) o epoch 1 and he combined-epoch mosaics a bo h 3.6 and 4.5 μm. Epoch 1 beha es
simila ly o epoch 2. Table 3gi es he limi ing magni udes o 95% and 90% comple eness.
Table 3
Limi ing Magni udes and Comple eness o he SMC-Las Su ey
Epoch P oduc 3.6 μm 4.5 μm
95% 90% 95% 90%
1 o 2 Ca alog 15.6 16.2 15.8 16.4
Combined Ca alog 15.7 16.7 16.5 16.9
1 o 2 A chi e 17.5 17.6 17.4 17.5
Combined A chi e 17.8 17.9 17.8 17.9
18
A ailable om he In a ed Science A chi e (IRSA);h ps://i sa.
ipac.cal ech.edu.
9
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.
in bo h bands, he sepa a e coo dina e co ec ions a e applied
as-is. This h eshold is somewha a bi a y, bu wi h an ms o
abou 0 5 o he cen oid p ecision in he 2MASS ma ches,
he expec ed esidual e o o 50 sou ces is abou 0 07, well
unde he ypical posi ional sca e in he sou ce ex ac ions
om he mosaics (Figu e 4), so combining he e o s a is ics
o bo h bands o his numbe o sou ces (o g ea e )would
ha e li le benefi .
Fo ewe han 50 sou ces in ei he band, he medians o he
R.A. and decl. e o s a e aken o e bo h a ays, and he fixed
ocal plane o se is con e ed o o se s in R.A. and decl. and
hen appo ioned o he sepa a e a ays as an adjus men o he
o e all co ec ion depending on he ac ion o he o al sou ces
on each a ay. This p ocedu e equi es ha he sepa a e R.A.
and decl. e o dis ibu ions o he wo a ays su ficien ly
o e lap so ha he median is close o he a e age, and his is in
ac he case ( he sca e o he indi idual e o s is a ound hal
an a csecond).
Finally, wi h he poin ing efinemen applied as abo e, i was
ound ha he subsequen sou ce ex ac o coo dina es
measu ed om mosaics c ea ed om he co ec ed ames
di e ed sys ema ically om he 2MASS coo dina es by a small
amoun , abou 0 055, also fixed in ocal plane coo dina es,
which is likely due small di e ences in he cen oiding
p ocedu es used and possibly he sligh ly asymme ic PRFs.
As he ex ac o coo dina es a e he ones ul ima ely epo ed,
his o se is also added o he calcula ed poin ing co ec ions.
B.1. Scaling and Ro a ion
The co ec ions applied a e ansla ions in he ocal plane,
because he da a show ha he poin ing e o s a e la gely ime-
a ying e o s in he bo esigh , which o easonable
magni udes o e o will only cause ansla ions in he 5′-size
IRAC a ays. Fo ha eason, i is highly unlikely ha he e
will be any ue ame-by- ame a ia ions in scaling o field
o a ion. Thus, i is easonable o in es iga e he p esence o
fixed e o s in scaling and o a ion in he IRAC ame
as ome y.
Fo his pu pose, we ha e de eloped a χ
2
minimiza ion
p ocedu e o op imize he mapping o he measu ed x,y
cen oids o he sou ces on a gi en ame o he x,ycoo dina es
o he co esponding 2MASS sou ces, using he ame’s
nominal as ome y o map he 2MASS sou ces in o ocal
plane space. Fi e pa ame e s a e op imized: xand yscaling, a
o a ion, and xand y ansla ion.
Op imized pa ame e s a e de e mined o each IRAC ame
o an AOR (using AORs in ai ly c owded egions o be e
s a is ics), hen examined ac oss he AOR o pe sis ence.
While he e is conside able ame- o- ame sca e , pa icula ly
in he o a ion, we find no significan sys ema ic e o s in he
scaling pa ame e s o he 4.5 μm o a ion pa ame e in any o
he AORs examined. Howe e , he op imized 3.6 μm o a ion
shows a median e o o abou 1′, and his e o is p esen a a
nea ly iden ical alue o e all o he AORs. A 1′field o a ion
e o gi es a peak ue angula e o o abou 0 07 in he 5′
IRAC a ays and an e ec i e ms e o o abou 0 03 o an
ensemble o sou ces dis ibu ed ac oss he a ay.
ORCID iDs
T. A. Kucha h ps://o cid.o g/0000-0003-1955-8509
G. C. Sloan h ps://o cid.o g/0000-0003-4520-1044
D. R. Mizuno h ps://o cid.o g/0000-0003-0947-2824
Ka hleen E. K aeme h ps://o cid.o g/0000-0002-
2626-7155
M. L. Boye h ps://o cid.o g/0000-0003-4850-9589
Ma in A. T. G oenewegen h ps://o cid.o g/0000-0003-
2723-6075
O. C. Jones h ps://o cid.o g/0000-0003-4870-5547
F. Kempe h ps://o cid.o g/0000-0003-2743-8240
Iain McDonald h ps://o cid.o g/0000-0003-0356-0655
Joana M. Oli ei a h ps://o cid.o g/0000-0002-0861-7094
Ma a Sewiłoh ps://o cid.o g/0000-0003-2248-6032
Sunda S ini asan h ps://o cid.o g/0000-0002-2996-305X
Jacco Th. an Loon h ps://o cid.o g/0000-0002-1272-3017
Albe Zijls a h ps://o cid.o g/0000-0002-3171-5469
Re e ences
Be in, E., & A nou s, S. 1996, A&AS,117, 393
Bola o, A. D., Simon, J. D., S animi o ić, S., e al. 2007, ApJ,655, 212
Choudhu y, S., Sub amaniam, A., Cole, A. A., & Sohn, Y. J. 2018, MNRAS,
475, 4279
Cioni, M.-R. L., Clemen ini, G., Gi a di, L., e al. 2011, A&A,527, A116
Cu i, R. M. & 2MASS Team 2004, AAS Mee ing, 205, 91.03
Cu i, R. M., Sk u skie, M. F., an Dyk, S., e al. 2012, yCa , II/281yCa
Cu i, R. M., W igh , E. L., Con ow, T., e al. 2013, Explana o y Supplemen o
he AllWISE Da a Release P oduc s, Tech. ep., Cali o nia Ins i u e o
Technology
Fazio, G. G., Ho a, J. L., Allen, L. E., e al. 2004, ApJS,154, 10
Gaia Collabo a ion, Vallena i, A., B own, A. G. A., e al. 2023, A&A,674, A1
Go don, K. D., Meixne , M., Meade, M. R., e al. 2011, AJ,142, 102
G aczyk, D., Pie zyński, G., Thompson, I. B., e al. 2020, ApJ,904, 13
Habe l, F., S u m, R., Balle , J., e al. 2012, A&A,545, A128
IRAC Ins umen and Ins umen Suppo Teams 2021, IRAC Ins umen
Handbook, NASA/IPAC, h ps://i sa.ipac.cal ech.edu/da a/SPITZER/docs/
i ac/i acins umen handbook/home/
I a, Y., Onaka, T., Tanabé, T., e al. 2010, PASJ,62, 273
Joseph, T. D., Filipo ić, M. D., C aw o d, E. J., e al. 2019, MNRAS,
490, 1202
Ka o, D., Nagashima, C., Nagayama, T., e al. 2007, PASJ,59, 615
Mainze , A., Baue , J., Cu i, R. M., e al. 2014, ApJ,792, 30
Mako oz, D., & Khan, I. 2005, in ASP Con . Se . 347, As onomical Da a
Analysis So wa e and Sys ems XIV, ed. P. Shopbell, M. B i on, &
R. Ebe (San F ancisco, CA: ASP),81
Ma occo, F., Eisenha d , P. R. M., Fowle , J. W., e al. 2021, ApJS,253, 8
Meixne , M., Go don, K. D., Indebe ouw, R., e al. 2006, AJ,132, 2268
Meixne , M., Panuzzo, P., Roman-Du al, J., e al. 2013, AJ,146, 62
Mizuno, D. R., K aeme , K. E., Kucha , T. A., & Sloan, G. C. 2022, PASP,
134, 094101
Niede ho e , F., Cioni, M.-R. L., Rubele, S., e al. 2021, MNRAS,502, 2859
Riebel, D., Boye , M. L., S ini asan, S., e al. 2015, ApJ,807, 1
Rieke, G. H., Young, E. T., Engelb ach , C. W., e al. 2004, ApJS,154, 25
Russell, S. C., & Dopi a, M. A. 1992, ApJ,384, 508
SAGE–SMC Team & Go don K. 2011, The SAGE-SMC Da a Desc ip ion:
Deli e y 3 Ap il 2011, h ps://i sa.ipac.cal ech.edu/da a/SPITZER/
SAGE-SMC/docs/sage-smc_deli e y_ap 11.pd
Sewiło, M., Ca lson, L. R., Seale, J. P., e al. 2013, ApJ,778, 15
Sk u skie, M. F., Cu i, R. M., S iening, R., e al. 2006, AJ,131, 1163
Udalski, A., Soszyński, I., Szymański, M. K., e al. 2008, AcA, 58, 329
We ne , M. W., Roellig, T. L., Low, F. J., e al. 2004, ApJS,154, 1
W igh , E. L., Eisenha d , P. R. M., Mainze , A. K., e al. 2010, AJ,140, 1868
Za i sky, D., Ha is, J., Thompson, I. B., G ebel, E. K., & Massey, P. 2002, AJ,
123, 855
Zi ick, P., Kalli ayalil, N., an de Ma el, R. P., e al. 2018, ApJ,864, 55
16
The As onomical Jou nal, 167:149 (16pp), 2024 Ap il Kucha e al.