the missing link: connecting exoplanets and galactic

32
The Missing Link: Connecting Exoplanets and Galactic Chemical Evolution via Stellar Abundances David Coria 1 , Ian Crossfield 1 , Joshua Lothringer 2 1 Department of Physics & Astronomy, University of Kansas, Lawrence, KS, USA 2 Department of Physics & Astronomy, Johns Hopkins University, Baltimore, MD, USA David Coria || Exoplanet Explorers Science Series

Upload: others

Post on 31-Jan-2022

1 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: The Missing Link: Connecting Exoplanets and Galactic

The Missing Link: Connecting Exoplanets and Galactic Chemical Evolution via

Stellar Abundances

David Coria1, Ian Crossfield1, Joshua Lothringer21Department of Physics & Astronomy, University of Kansas, Lawrence, KS, USA

2Department of Physics & Astronomy, Johns Hopkins University, Baltimore, MD, USA

David Coria || Exoplanet Explorers Science Series

Page 2: The Missing Link: Connecting Exoplanets and Galactic

Overview

1. Discuss the significance of stellar abundances

2. Data Processing + Isotopic Abundance calculations

3. Next Steps

David Coria || Exoplanet Explorers Science Series1

Page 3: The Missing Link: Connecting Exoplanets and Galactic

Overview

David Coria || Exoplanet Explorers Science Series

1. Discuss the significance of stellar abundances

2. Data Processing + Isotopic Abundance calculations

3. Next Steps

2

Page 4: The Missing Link: Connecting Exoplanets and Galactic

Overview

David Coria || Exoplanet Explorers Science Series

1. Discuss the significance of stellar abundances

2. Data Processing + Isotopic Abundance calculations

3. Next Steps

3

Page 5: The Missing Link: Connecting Exoplanets and Galactic

Why study abundances?

1) Elemental enrichment helps us study: star formation, age constraints, interior modeling, planetary system formation, planet habitability

2) Can compare stellar abundances to: local ISM, YSOs, and GCE models

Stellar chemical properties carry an ABUNDANCE of info!

David Coria || Exoplanet Explorers Science Series

Image via Encyclopedia of Astrobiology

4

Page 6: The Missing Link: Connecting Exoplanets and Galactic

Elemental Abundances: C & O

C/O Ratio: volatile elements; ice + gas + rock chemistry; exoplanet atmospheres

David Coria || Exoplanet Explorers Science Series5

Credit: Christine Daniloff/MIT, Julien de Wit Credit: Engine House VFX, At-Bristol Science Centre, University of Exeter.

Volatile Analysis via Transmission Spectroscopy WASP-121b: Stratosphere Detection

Page 7: The Missing Link: Connecting Exoplanets and Galactic

Elemental Abundances: Mg & Si

Mg/Si Ratio: rock chemistry, geology; exoplanet interiors

David Coria || Exoplanet Explorers Science Series6

Credit: Jeremy Kemp

Differentiation!Olivine:

(Mg2, Fe2)SiO4

Pyroxene: XY(Si,Al)2O6

X = Ca, Na, Fe, MgY = Cr, Al, Fe. Mg, Co …

Credit: Rob LavinskyCredit: Rob Lavinsky

Page 8: The Missing Link: Connecting Exoplanets and Galactic

Elemental Abundances: C & O, Mg & Si

It’s important to look for C/O and Mg/Si ratios significantly different from what we know!!!

David Coria || Exoplanet Explorers Science Series

Meadows+ 2018

Brewer & Fischer 2016

C & O in a model transit spectrum: Distribution of Mg/Si Ratios:

7

Page 9: The Missing Link: Connecting Exoplanets and Galactic

Why study abundances?

1) Elemental enrichment helps us study: star formation, age constraints, interior modeling, planetary system formation, planet habitability

2) Can compare stellar abundances to: local Interstellar Medium (ISM), Young Stellar Objects (YSOs), and Galactic Chemical Evolution (GCE) models

Stellar chemical properties carry an ABUNDANCE of info!

Image via Phys.org

David Coria || Exoplanet Explorers Science Series8

Page 10: The Missing Link: Connecting Exoplanets and Galactic

Galactic Chemical Evolution (GCE) Models

+ tim

e

M-Dwarfs (Crossfield+ 2019):

Young Stellar Objects:

Kobayashi (2011) GCE Model:Proposed GCE Correction:

Sun

-----------

Kob

ayas

hi (2

011)

; Cro

ssfie

ld e

t al.

(201

9)

David Coria || Exoplanet Explorers Science Series

9

Page 11: The Missing Link: Connecting Exoplanets and Galactic

Short-Term Goal: Isotopic Abundances

High-resolution spectroscopy allows for isotopic abundance analysis; even in M-dwarfs with low S/N spectra + molecular line contamination!!!

Task: Calculate CO isotopic abundances in 6 solar twin stars AND:moving group stars, cool binaries, field M-dwarfs, JWST-targeted exoplanet host stars

David Coria || Exoplanet Explorers Science Series

Crossfield+ (2019)

10

Page 12: The Missing Link: Connecting Exoplanets and Galactic

Why Solar Twins?

What star do we know the BEST???Hint: Name rhymes with “Fun”

Generating model spectra is far easier for solar twins than for other stars!

Solar twins are hot enough that we don’t see the molecular absorption present in cooler KM

dwarfs

David Coria || Exoplanet Explorers Science Series

Credits: NASA/SDO/Goddard Space Flight Center

11

Page 13: The Missing Link: Connecting Exoplanets and Galactic

Solar Twin Sample

O0(hot) B A F G K M9(cool)

David Coria || Exoplanet Explorers Science SeriesN

orm

aliz

ed F

lux

Solar Twin Spectra

Star Spectral Type

T_eff(K)

Radius(xSol)

Age(Gyr)

ST #1 G5V 5838 0.96 2.42ST #2 G4V 5758 0.95 5.51ST #3 G8V 5848 1.0 1.01ST #4 G2V 5683 0.96 3.67ST #5 G2V 5814 1.03 3.09ST #6 G3V 5694 1.04 6.66Sun G2V 5780 1.0 4.603

Wavelength (um)*Dos Santos+ 2016

12

Page 14: The Missing Link: Connecting Exoplanets and Galactic

Calculating Isotopic Abundances: Step 1

Step 1: Identify CO absorption lines!!!

David Coria || Exoplanet Explorers Science Series

Goal: Measure isotopologue abundances (12C16O, 13C16O, 12C18O) to determine isotopic abundance ratios

(12C/13C, 18O/16O)

13

Note: Isotopologue is to Molecule what Isotope is to Atom*Different mass numbers

Page 15: The Missing Link: Connecting Exoplanets and Galactic

12CO, 13CO, and C18O lines from HITRAN

107 different CO lines in this MIR region!!!

41 12CO lines34 13CO lines32 C18O lines

David Coria || Exoplanet Explorers Science Series14

Solar Model + CO Lines

Wavelength Range [4.6 um, 4.7um]

Nor

mal

ized

Flu

x

Page 16: The Missing Link: Connecting Exoplanets and Galactic

Identify Useable LinesRemove lines obscured by tellurics and lines that are out of our

instrument’s range.

David Coria || Exoplanet Explorers Science Series

Solar Twin #4 Reduced Spectrum Solar Twin #6 Reduced Spectrum

15

Page 17: The Missing Link: Connecting Exoplanets and Galactic

Identify Useable Lines

Remove lines that are dominated by stronger spectral features!

David Coria || Exoplanet Explorers Science Series

Solar Twin #2 Reduced Spectrum Solar Twin #4 Reduced Spectrum

16

Page 18: The Missing Link: Connecting Exoplanets and Galactic

Calculating Isotopic Abundances: Step 2

Step 2: Snip the CO absorption features out of the solar twin spectrum and stack to create a single line profile

Step 2b: Repeat for solar models w/ 0x, 1/3x, 1x, and 3x solar CO

David Coria || Exoplanet Explorers Science Series17

Page 19: The Missing Link: Connecting Exoplanets and Galactic

Snipping Out the Absorption Features

Full Spectrum: Snip: _______ _______

David Coria || Exoplanet Explorers Science Series18

Page 20: The Missing Link: Connecting Exoplanets and Galactic

Creating a Single Line Profile

Velocity (km/s)

Nor

mal

ized

Flu

x In

tens

ity

Stacked Absorption Lines (13CO)

𝑣 =𝜆 − 𝜆!𝜆!

𝑐David Coria || Exoplanet Explorers Science Series

Sample Single Line Profile: (13CO)

Wavelength to Velocity:

19

Page 21: The Missing Link: Connecting Exoplanets and Galactic

Calculating Isotopic Abundances: Step 3

Step 3: Compare single line profiles (Solar Twin vs. Models)

David Coria || Exoplanet Explorers Science Series20

Page 22: The Missing Link: Connecting Exoplanets and Galactic

13CO Abundance Plots!!!

David Coria || Exoplanet Explorers Science Series

Coria+ in prep.

ST #1: Single Line Profile ST #2: Single Line Profile

21

Page 23: The Missing Link: Connecting Exoplanets and Galactic

13CO Abundance Plots!!!

David Coria || Exoplanet Explorers Science Series

Coria+ in prep.

ST #3: Single Line Profile ST #4: Single Line Profile

22

Page 24: The Missing Link: Connecting Exoplanets and Galactic

13CO Abundance Plots!!!

David Coria || Exoplanet Explorers Science Series

Coria+ in prep.

ST #5: Single Line Profile ST #6: Single Line Profile

23

Page 25: The Missing Link: Connecting Exoplanets and Galactic

Calculating Isotopic Abundances: Step 4

Step 4: Derive final abundance values using chi-squared fit tests

David Coria || Exoplanet Explorers Science Series24

Page 26: The Missing Link: Connecting Exoplanets and Galactic

Using Chi-Squared Fit Tests for a Final Value

David Coria || Exoplanet Explorers Science Series

ST #4: Single Line Profile

25

[1.33]

Page 27: The Missing Link: Connecting Exoplanets and Galactic

Final Abundances + Additional Parameters

***Table from Earlier

David Coria || Exoplanet Explorers Science Series

Star Spectral Type

T_eff(K)

Radius(xSol)

Age(Gyr)

ST #1 G5V 5838 0.96 2.42ST #2 G4V 5758 0.95 5.51ST #3 G8V 5848 1.0 1.01ST #4 G2V 5683 0.96 3.67ST #5 G2V 5814 1.03 3.09ST #6 G3V 5694 1.04 6.66Sun G2V 5780 1.0 4.603

*Dos Santos+ 2016

log(Fe/H) log(C/H) log(O/H) 13CO(dex)

C18O(dex)

13CO(dex)

-0.093 -0.05 -0.01 -0.08 ? ?-0.096 -0.11 -0.05 0.28 ? ?0.138 ? ? 0.15 ? ?0.036 -0.02 -0.02 0.12 ? ?0.056 0.02 0.03 -0.13 ? ?0.015 0.03 -0.03 0.12 ? ?

-0.477? -0.358? -0.326? 0.0 0.0 0.0

New! TBD! TBD!

*Dos Santos+ 2016, Brewer & Fischer 2016

26

MetallicityElemental

CarbonElemental Oxygen

Page 28: The Missing Link: Connecting Exoplanets and Galactic

Next Steps: Test Correlation

David Coria || Exoplanet Explorers Science Series

Coria+ in prep.

Compare 12CO, 13CO, C18O Abundances with:

• Stellar Age• Metallicity (Fe/H)• Elemental Carbon (C/H)• Elemental Oxygen (O/H)

27

Page 29: The Missing Link: Connecting Exoplanets and Galactic

Next Steps: Test GCE Models

+ tim

e

M-Dwarfs (Crossfield+ 2019):

Young Stellar Objects:

Kobayashi (2011) GCE Model:Proposed GCE Correction:

Sun

-----------

Kob

ayas

hi (2

011)

; Cro

ssfie

ld e

t al.

(201

9)

David Coria || Exoplanet Explorers Science Series

Compare measurements to GCE models, find/explore any discrepancies

Determine causes for these inconsistencies!

28

Page 30: The Missing Link: Connecting Exoplanets and Galactic

Next Steps: Isotopic Analysis for Other Stars

David Coria || Exoplanet Explorers Science Series

Credit: NASA/JPL-Caltech/T. Pyle

Kepler 16: eclipsing

KM binary

Credit: NASA

Credit: NASA/JPL

Beta Pictoris: A-type host star in the Beta Pictoris moving group

TRAPPIST-1; M-dwarf host star (7 planets)

1) Repeat abundance analysis for different stars: FGK(+M) binaries, moving group stars, field M-dwarfs, and JWST-targeted exoplanet host stars 2) Continue to test abundances for age correlation, GCE model discrepancies, etc…

29

Page 31: The Missing Link: Connecting Exoplanets and Galactic

Conclusion

• Isotopic Abundances are useful in the study of exoplanet atmospheres/composition AND in the calibration of GCE models.

• Stacked absorption lines allow for us to turn a set of relatively low S/N CO lines into a single CO profile with much higher S/N.

• Next Steps: Continue isotopic abundance analysis for different stars; test correlations and GCE models

David Coria || Exoplanet Explorers Science Series30

Page 32: The Missing Link: Connecting Exoplanets and Galactic

Questions? Contact Me!

Thanks for listening!!! Any questions???

Email: [email protected]

David Coria || Exoplanet Explorers Science Series