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Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University of Chicago Han Xiao Department of Statistics, University of Chicago Tom Geballe Gemini Observatory Chris Morong Department of Chemistry, University of Chicago June 24, Columbus Symposium Tomoharu Oka, Keio University
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Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

Jan 15, 2016

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Page 1: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

Linear Analysis of Infrared CO Spectra

Takeshi OkaDepartment of Astronomy and Astrophysics

and Department of Chemistry, The Enrico Fermi Institute, University of Chicago

Han XiaoDepartment of Statistics, University of Chicago

Tom GeballeGemini Observatory

Chris MorongDepartment of Chemistry, University of Chicago

June 24, Columbus Symposium

Tomoharu Oka, Keio University

Page 2: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

H3+ and CO are complementary

10-9

10-8

10-7

10-6

10-5

10-4

10-3

10-2

10-1

100

101

102

103

104

105

106

n(X

)

10-1

100

101

102

103

104

105

106

n(H)

Dense Clouds Diffuse Clouds

H2

HCO

C+H3

+

n(CO) nH N(C) → M

n(H3+) nH

0 N(H3+) → L· ζ

CO high n low T J = 0, 1, 2, 3

H3+ low n high T (3,3), (2,2)

N(CO) ~ 1018-19 cm-2 v = 2←0 μ2-0 = 0.00651 Debye

N(H3+) ~ 1015-16 cm-2 v = 1←0 μ1-0 = 0.158 Debye

Page 3: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

H3+ and CO Discriminate Clouds

Oka et al. ApJ 632, 882 (2005) Geballe & Oka ApJ 709, L70 (2010)

Expanding molecular ringKaifu, Kato, Iguchi, Nature (1972)Scoville, ApJ, 175, L127 (1973)

α

Page 4: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

Disagreement between IR and Radio

Page 5: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

Optical Depth: Central in Linear Analysis

13C, 18O, 17O

Non-linearity arises in two ways

1) Line-formation Wλ → N(CO)2) Thermalization Radiation trapping

Page 6: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

Sobolev High Velocity Gradient MethodV. V. Sobolev Moving Envelopes of Stars (1947)G. B. Rybicki Escape Probability Methods (1984)

1 1I e

I

Escape probability

Page 7: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

Collisional and radiative processes

' '

'

2 1exp( )

2 ' 1J J J J

J J

k E EJ

k J kT

Detailed balance

Steady State

1/21,/21,/)1(2,11/)1(2,1 1

1

12

12

1

11

1

1

12

32

1

11

JTBJJJJTBJJJTJBJJJTJBJJ n

eJ

JAn

eA

eJ

JAn

eA

0dt

dnJ

'

',',' 2J

HJJJJJJ nnknk

Green & Chapman, ApJS 37, 169 (1978)

D. R. Flower, J. Phys. B: At. Mol. Opt. Phys. 34, 2731 (2001)

Wernli, Valiron, Faure, Wiesenfeld, Jankowski, Swalewicz, A&A, 446, 367 (2006)

Schöier, van der Tak, van Dishoeck, Black, A&A 432, 369 (2005) LAMDA

Yang, Stancil, Balakrishnan, Forrey, J. Chem. Phys. 124, 104304 (2006)

CO J’

CO J

H2

H2

Page 8: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

Polynomial fitting is dangerous

Cubic spline FMM

n(1)/n(0)

Page 9: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.

Some combinations are more useful

n(1)/n(0) n(3)/n(2)

Spiral arms

Galactic C.

Page 10: Linear Analysis of Infrared CO Spectra Takeshi Oka Department of Astronomy and Astrophysics and Department of Chemistry, The Enrico Fermi Institute, University.