From e1f980da923e66bda53e961c76af83a652d1b579 Mon Sep 17 00:00:00 2001 From: Marc Pound <22331890+mpound@users.noreply.github.com> Date: Fri, 2 Sep 2022 11:03:50 -0400 Subject: [PATCH] changes for pdrtpy version 2.2.7 --- CHANGES.md | 6 + README.md | 2 +- VERSION | 2 +- notebooks/PDRT_Example_Adding_Models.ipynb | 263 ++----- .../PDRT_Example_Find_n_G0_Single_Pixel.ipynb | 623 +++++++++++++-- notebooks/PDRT_Example_H2_Excitation.ipynb | 716 ++++++++++++++++-- notebooks/PDRT_Example_Make_n_G0_maps.ipynb | 317 +++++++- notebooks/PDRT_Example_Measurements.ipynb | 208 ++++- notebooks/PDRT_Example_ModelSets.ipynb | 390 +++++++++- notebooks/PDRT_Example_Model_Plotting.ipynb | 222 ++++-- 10 files changed, 2282 insertions(+), 467 deletions(-) diff --git a/CHANGES.md b/CHANGES.md index 66f2d1e..a3f7db0 100644 --- a/CHANGES.md +++ b/CHANGES.md @@ -1,5 +1,11 @@ ## Change Log +### Version 2.2.7 + +- Added example notebook for adding models to ModelSet +- Better explanation of OPR in H2 notebook +- More realistic example Measurements in single pixel (n,G0) fitting + ### Version 2.1.1 - Named version with track pdrtpy version and check they are the same diff --git a/README.md b/README.md index 247398b..6e9792a 100644 --- a/README.md +++ b/README.md @@ -34,5 +34,5 @@ Then play with the notebooks however you like. Please report any issues you hav Requirements ------------ -Python 3 and recent versions of astropy, numpy, scipy, matplotlib, jupyter, lmfit. +Python 3 and recent versions of astropy, numpy, scipy, matplotlib, jupyter, lmfit, emcee, corner. diff --git a/VERSION b/VERSION index 5859406..5bc1cc4 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -2.2.3 +2.2.7 diff --git a/notebooks/PDRT_Example_Adding_Models.ipynb b/notebooks/PDRT_Example_Adding_Models.ipynb index 14c47a5..004a86d 100644 --- a/notebooks/PDRT_Example_Adding_Models.ipynb +++ b/notebooks/PDRT_Example_Adding_Models.ipynb @@ -52,7 +52,7 @@ "data": { "text/html": [ "Table length=73\n", - "
idx | title | ratio label | ||||||
---|---|---|---|---|---|---|---|---|
0 | [O I] 63 $\\mu$m / [C II] 158 $\\mu$m | OI_63/CII_158 | ||||||
1 | ([O I] 63 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_63+CII_158/FIR |
idx | title | ratio label | ||||||
---|---|---|---|---|---|---|---|---|
0 | [O I] 63 $\\mu$m / [C II] 158 $\\mu$m | OI_63/CII_158 | ||||||
1 | ([O I] 63 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_63+CII_158/FIR |
title | ratio label |
---|---|
str51 | str22 |
[O I] 63 $\\mu$m / [C II] 158 $\\mu$m | OI_63/CII_158 |
([O I] 63 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_63+CII_158/FIR |
([O I] 145 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_145+CII_158/FIR |
[O I] 145 $\\mu$m / [O I] 63 $\\mu$m | OI_145/OI_63 |
[C I] 370 $\\mu$m / [C I] 609 $\\mu$m | CI_370/CI_609 |
[C II] 158 $\\mu$m / [C I] 609 $\\mu$m | CII_158/CI_609 |
[C II] 158 $\\mu$m / [O I] 145 $\\mu$m | CII_158/OI_145 |
[C II] 158 $\\mu$m / I$_{FIR}$ | CII_158/FIR |
... | ... |
[Fe II] 1.64 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_1.64/FEII_5.34 |
[Fe II] 5.67 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_5.67/FEII_5.34 |
[Fe II] 17.94 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_17.94/FEII_5.34 |
[Fe II] 22.90 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_22.90/FEII_5.34 |
[Fe II] 25.99 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_26/FEII_5.34 |
[Ar III] 21.83 $\\mu$m/[Ar III] 8.99 $\\mu$m | ARIII_21.83/ARIII_8.99 |
[Ar V] 13.07 $\\mu$m/[Ar V] 7.91 $\\mu$m | ARV_13.07/ARV_7.91 |
[C II] 158 $\\mu$m / CO(J=4-3) | CII_158/CO_43 |
[C II] 158 $\\mu$m / CO(J=2-1) | CII_158/CO_21 |
title | ratio label |
---|---|
str51 | str22 |
[O I] 63 $\\mu$m / [C II] 158 $\\mu$m | OI_63/CII_158 |
([O I] 63 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_63+CII_158/FIR |
([O I] 145 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_145+CII_158/FIR |
[O I] 145 $\\mu$m / [O I] 63 $\\mu$m | OI_145/OI_63 |
[C I] 370 $\\mu$m / [C I] 609 $\\mu$m | CI_370/CI_609 |
[C II] 158 $\\mu$m / [C I] 609 $\\mu$m | CII_158/CI_609 |
[C II] 158 $\\mu$m / [O I] 145 $\\mu$m | CII_158/OI_145 |
[C II] 158 $\\mu$m / I$_{FIR}$ | CII_158/FIR |
... | ... |
[Fe II] 1.60 $\\mu$m/[Fe II] 1.64 $\\mu$m | FEII_1.60/FEII_1.64 |
[Fe II] 1.64 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_1.64/FEII_5.34 |
[Fe II] 5.67 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_5.67/FEII_5.34 |
[Fe II] 17.94 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_17.94/FEII_5.34 |
[Fe II] 22.90 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_22.90/FEII_5.34 |
[Fe II] 25.99 $\\mu$m/[Fe II] 5.34 $\\mu$m | FEII_26/FEII_5.34 |
[Ar III] 21.83 $\\mu$m/[Ar III] 8.99 $\\mu$m | ARIII_21.83/ARIII_8.99 |
[Ar V] 13.07 $\\mu$m/[Ar V] 7.91 $\\mu$m | ARV_13.07/ARV_7.91 |
[C II] 158 $\\mu$m / CO(J=4-3) | CII_158/CO_43 |
fitting method | leastsq | |
# function evals | 13 | |
# data points | 3 | |
# variables | 2 | |
chi-square | 0.04123761 | |
reduced chi-square | 0.04123761 | |
Akaike info crit. | -8.86105089 | |
Bayesian info crit. | -10.6638263 |
name | value | standard error | relative error | initial value | min | max | vary |
---|---|---|---|---|---|---|---|
density | 40730.7043 | 2467.35685 | (6.06%) | 42169.65034285822 | 10.0000000 | 10000000.0 | True |
radiation_field | 0.35817960 | 0.03952220 | (11.03%) | 0.37941973904039467 | 5.0596e-04 | 5059.64354 | True |
density | radiation_field | -0.3572 |
fitting method | emcee | |
# function evals | 400000 | |
# data points | 3 | |
# variables | 2 | |
chi-square | 0.16654590 | |
reduced chi-square | 0.16654590 | |
Akaike info crit. | -4.67328988 | |
Bayesian info crit. | -6.47606530 |
name | value | standard error | relative error | initial value | min | max | vary |
---|---|---|---|---|---|---|---|
density | 44945.8899 | 17679.5397 | (39.34%) | 42169.65034285822 | 10.0000000 | 10000000.0 | True |
radiation_field | 0.37585164 | 0.21740427 | (57.84%) | 0.37941973904039467 | 5.0596e-04 | 5059.64354 | True |
density | radiation_field | -0.4396 |
idx | CII_158 | CO_32 | FIR | CII_158/CO_32 | CII_158/FIR | Radiation Field | H2 Volume Density | Chi-square |
---|---|---|---|---|---|---|---|---|
erg / (cm2 s sr) | erg / (cm2 s sr) | erg / (cm2 s sr) | erg / (cm2 s) | 1 / cm3 | ||||
0 | 4.97E-04 | 1.51E-06 | 2.16E-01 | 3.30E+02 | 2.31E-03 | 1.40E+00 | 5.46E+03 | 9.21E-27 |
1 | 6.14E-04 | 2.44E-06 | 1.60E-01 | 2.51E+02 | 3.85E-03 | 6.89E-01 | 6.72E+03 | 8.80E-25 |
2 | 6.05E-04 | 1.75E-06 | 1.67E-01 | 3.45E+02 | 3.63E-03 | 7.40E-01 | 4.35E+03 | 6.60E-26 |
3 | 6.02E-04 | 1.29E-06 | 1.84E-01 | 4.66E+02 | 3.28E-03 | 8.08E-01 | 2.96E+03 | 5.74E-25 |
4 | 5.49E-04 | 1.12E-06 | 2.01E-01 | 4.89E+02 | 2.74E-03 | 1.03E+00 | 2.94E+03 | 9.77E-26 |
5 | 4.98E-04 | 1.28E-06 | 2.29E-01 | 3.88E+02 | 2.17E-03 | 1.48E+00 | 4.38E+03 | 1.13E-25 |
6 | 5.05E-04 | 1.38E-06 | 2.37E-01 | 3.66E+02 | 2.13E-03 | 1.53E+00 | 4.84E+03 | 4.05E-26 |
7 | 5.65E-04 | 1.60E-06 | 2.18E-01 | 3.53E+02 | 2.59E-03 | 1.17E+00 | 4.78E+03 | 1.00E-26 |
8 | 5.28E-04 | 1.68E-06 | 1.90E-01 | 3.14E+02 | 2.77E-03 | 1.09E+00 | 5.48E+03 | 2.08E-26 |
9 | 4.74E-04 | 1.02E-06 | 1.90E-01 | 4.64E+02 | 2.50E-03 | 1.17E+00 | 3.22E+03 | 3.41E-24 |
10 | 3.67E-04 | 5.48E-07 | 2.06E-01 | 6.69E+02 | 1.78E-03 | 1.67E+00 | 2.12E+03 | 1.26E-25 |
11 | 3.05E-04 | 4.43E-07 | 2.23E-01 | 6.88E+02 | 1.37E-03 | 2.39E+00 | 2.20E+03 | 1.19E-24 |
12 | 6.48E-04 | 3.15E-06 | 1.66E-01 | 2.06E+02 | 3.91E-03 | 6.67E-01 | 8.84E+03 | 3.82E-25 |
13 | 6.62E-04 | 2.53E-06 | 1.56E-01 | 2.62E+02 | 4.24E-03 | 6.06E-01 | 6.08E+03 | 1.17E-24 |
14 | 6.23E-04 | 1.97E-06 | 1.62E-01 | 3.16E+02 | 3.85E-03 | 6.77E-01 | 4.88E+03 | 9.25E-25 |
15 | 5.94E-04 | 1.82E-06 | 1.78E-01 | 3.27E+02 | 3.33E-03 | 8.38E-01 | 4.90E+03 | 3.42E-24 |
16 | 5.78E-04 | 1.96E-06 | 1.89E-01 | 2.96E+02 | 3.06E-03 | 9.51E-01 | 5.77E+03 | 5.76E-26 |
17 | 5.77E-04 | 2.07E-06 | 1.91E-01 | 2.78E+02 | 3.02E-03 | 9.74E-01 | 6.41E+03 | 4.06E-26 |
18 | 6.06E-04 | 2.32E-06 | 1.89E-01 | 2.61E+02 | 3.20E-03 | 8.89E-01 | 6.85E+03 | 1.53E-25 |
19 | 5.39E-04 | 2.00E-06 | 1.83E-01 | 2.70E+02 | 2.94E-03 | 1.01E+00 | 6.78E+03 | 3.86E-25 |
20 | 4.71E-04 | 1.31E-06 | 1.87E-01 | 3.61E+02 | 2.51E-03 | 1.21E+00 | 4.68E+03 | 1.60E-25 |
21 | 3.75E-04 | 4.76E-07 | 2.08E-01 | 7.89E+02 | 1.80E-03 | 1.54E+00 | 1.66E+03 | 6.77E-24 |
22 | 3.52E-04 | 3.64E-07 | 2.45E-01 | 9.67E+02 | 1.44E-03 | 1.94E+00 | 1.31E+03 | 8.62E-26 |
23 | 6.76E-04 | 3.62E-06 | 1.60E-01 | 1.86E+02 | 4.22E-03 | 6.03E-01 | 9.73E+03 | 3.47E-25 |
24 | 6.31E-04 | 3.30E-06 | 1.66E-01 | 1.92E+02 | 3.81E-03 | 6.90E-01 | 9.80E+03 | 1.59E-25 |
25 | 6.78E-04 | 2.87E-06 | 1.72E-01 | 2.37E+02 | 3.96E-03 | 6.62E-01 | 7.19E+03 | 1.70E-25 |
26 | 6.72E-04 | 3.02E-06 | 1.83E-01 | 2.22E+02 | 3.67E-03 | 7.41E-01 | 8.16E+03 | 1.71E-25 |
27 | 6.95E-04 | 3.28E-06 | 1.93E-01 | 2.12E+02 | 3.59E-03 | 7.63E-01 | 8.86E+03 | 3.75E-24 |
28 | 6.53E-04 | 3.33E-06 | 1.99E-01 | 1.96E+02 | 3.29E-03 | 8.54E-01 | 1.01E+04 | 1.84E-25 |
29 | 6.23E-04 | 3.09E-06 | 1.97E-01 | 2.02E+02 | 3.16E-03 | 8.96E-01 | 9.89E+03 | 7.70E-26 |
30 | 5.59E-04 | 2.44E-06 | 1.90E-01 | 2.29E+02 | 2.94E-03 | 1.01E+00 | 8.60E+03 | 1.39E-24 |
31 | 4.67E-04 | 1.47E-06 | 1.97E-01 | 3.18E+02 | 2.36E-03 | 1.36E+00 | 5.68E+03 | 7.54E-26 |
32 | 3.95E-04 | 8.52E-07 | 2.34E-01 | 4.64E+02 | 1.69E-03 | 2.00E+00 | 3.67E+03 | 3.74E-27 |
33 | 3.95E-04 | 3.56E-07 | 2.93E-01 | 1.11E+03 | 1.35E-03 | 1.98E+00 | 1.11E+03 | 8.78E-25 |
34 | 6.27E-04 | 3.41E-06 | 1.65E-01 | 1.84E+02 | 3.81E-03 | 6.85E-01 | 1.04E+04 | 2.80E-26 |
35 | 6.34E-04 | 3.84E-06 | 1.64E-01 | 1.65E+02 | 3.86E-03 | 6.63E-01 | 1.21E+04 | 2.34E-25 |
36 | 6.45E-04 | 3.92E-06 | 1.60E-01 | 1.64E+02 | 4.04E-03 | 6.27E-01 | 1.19E+04 | 2.12E-21 |
37 | 7.19E-04 | 3.83E-06 | 1.61E-01 | 1.88E+02 | 4.47E-03 | 5.54E-01 | 9.41E+03 | 2.82E-24 |
38 | 7.25E-04 | 3.93E-06 | 1.75E-01 | 1.85E+02 | 4.15E-03 | 6.16E-01 | 9.90E+03 | 2.58E-27 |
39 | 7.16E-04 | 3.64E-06 | 1.95E-01 | 1.97E+02 | 3.67E-03 | 7.36E-01 | 9.63E+03 | 1.07E-26 |
40 | 6.78E-04 | 3.26E-06 | 2.20E-01 | 2.08E+02 | 3.08E-03 | 9.36E-01 | 9.65E+03 | 7.18E-26 |
41 | 5.66E-04 | 2.76E-06 | 2.49E-01 | 2.05E+02 | 2.28E-03 | 1.42E+00 | 1.13E+04 | 8.90E-27 |
42 | 4.90E-04 | 2.04E-06 | 2.82E-01 | 2.40E+02 | 1.74E-03 | 2.04E+00 | 9.81E+03 | 4.83E-27 |
43 | 4.15E-04 | 1.50E-06 | 2.96E-01 | 2.76E+02 | 1.40E-03 | 2.72E+00 | 8.61E+03 | 7.10E-27 |
44 | 4.41E-04 | 8.76E-07 | 2.98E-01 | 5.04E+02 | 1.48E-03 | 2.34E+00 | 3.35E+03 | 1.01E-26 |
45 | 5.61E-04 | 2.09E-06 | 1.48E-01 | 2.68E+02 | 3.80E-03 | 7.01E-01 | 6.16E+03 | 2.40E-25 |
46 | 6.26E-04 | 2.86E-06 | 1.43E-01 | 2.19E+02 | 4.37E-03 | 5.80E-01 | 7.62E+03 | 2.78E-26 |
47 | 6.99E-04 | 3.11E-06 | 1.42E-01 | 2.25E+02 | 4.93E-03 | 4.84E-01 | 7.01E+03 | 2.35E-25 |
48 | 7.49E-04 | 3.25E-06 | 1.54E-01 | 2.31E+02 | 4.88E-03 | 4.90E-01 | 6.83E+03 | 3.71E-25 |
49 | 7.45E-04 | 3.10E-06 | 1.62E-01 | 2.40E+02 | 4.59E-03 | 5.39E-01 | 6.66E+03 | 4.84E-26 |
50 | 7.11E-04 | 2.75E-06 | 1.79E-01 | 2.59E+02 | 3.97E-03 | 6.59E-01 | 6.38E+03 | 1.45E-25 |
51 | 6.38E-04 | 2.34E-06 | 2.09E-01 | 2.73E+02 | 3.04E-03 | 9.60E-01 | 6.58E+03 | 1.46E-25 |
52 | 5.70E-04 | 2.05E-06 | 2.38E-01 | 2.78E+02 | 2.40E-03 | 1.34E+00 | 6.96E+03 | 8.25E-25 |
53 | 5.03E-04 | 2.10E-06 | 2.58E-01 | 2.40E+02 | 1.95E-03 | 1.76E+00 | 9.43E+03 | 6.83E-26 |
54 | 4.73E-04 | 1.71E-06 | 2.87E-01 | 2.76E+02 | 1.65E-03 | 2.19E+00 | 8.09E+03 | 2.66E-26 |
55 | 5.14E-04 | 1.55E-06 | 3.29E-01 | 3.32E+02 | 1.56E-03 | 2.34E+00 | 6.19E+03 | 1.33E-26 |
fitting method | leastsq | |
# function evals | 31 | |
# data points | 6 | |
# variables | 5 | |
chi-square | 2.0822e-04 | |
reduced chi-square | 2.0822e-04 | |
Akaike info crit. | -51.6119315 | |
Bayesian info crit. | -52.6531342 |
name | value | standard error | relative error | initial value | min | max | vary |
---|---|---|---|---|---|---|---|
m1 | -0.00209771 | 1.0263e-05 | (0.49%) | -0.002041902555197438 | -1.00000000 | 0.00000000 | True |
n1 | 20.5557903 | 0.00582755 | (0.03%) | 20.602633525816003 | 10.0000000 | 30.0000000 | True |
m2 | -6.3173e-04 | 9.7860e-07 | (0.15%) | -0.0008197377819830307 | -1.00000000 | 0.00000000 | True |
n2 | 19.0862085 | 0.00313016 | (0.02%) | 19.740517198455557 | 10.0000000 | 30.0000000 | True |
opr | 1.86149115 | 0.00657947 | (0.35%) | 3.0 | 1.00000000 | 3.50000000 | True |
m1 | n1 | -0.9501 |
m2 | n2 | -0.9382 |
m1 | m2 | 0.6797 |
m1 | n2 | -0.6502 |
n1 | m2 | -0.5472 |
m1 | opr | -0.5359 |
n1 | n2 | 0.5224 |
n1 | opr | 0.4514 |
m2 | opr | -0.4493 |
n2 | opr | 0.2264 |
idx | numerator | denominator | ratio | filename | z | title |
---|---|---|---|---|---|---|
null | ||||||
0 | OI_63 | CII_158 | OI_63/CII_158 | oicpsmcwebcut | 0.1 | [O I] 63 $\\mu$m / [C II] 158 $\\mu$m |
1 | OI_63+CII_158 | FIR | OI_63+CII_158/FIR | ciioifirwebsmccut | 0.1 | ([O I] 63 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ |
2 | CII_158 | 1 | CII_158 | cpsmcwebcut | 0.1 | [C II] 158 $\\mu$m |
idx | title | intensity label |
---|---|---|
null | ||
0 | [C I] 609 $\\mu$m | CI_609 |
1 | [C II] 158 $\\mu$m | CII_158 |
2 | [O I] 63 $\\mu$m | OI_63 |
3 | [O I] 145 $\\mu$m | OI_145 |
4 | CO(J=1-0) | CO_10 |
5 | CO(J=2-1) | CO_21 |
6 | CO(J=3-2) | CO_32 |
7 | CO(J=4-3) | CO_43 |
8 | CO(J=5-4) | CO_54 |
9 | CO(J=6-5) | CO_65 |
10 | CO(J=7-6) | CO_76 |
11 | CO(J=8-7) | CO_87 |
12 | CO(J=11-10) | CO_1110 |
13 | $^{13}$CO(J=1-0) | 13CO_10 |
14 | $^{13}$CO(J=2-1) | 13CO_21 |
15 | $^{13}$CO(J=3-2) | 13CO_32 |
16 | H$_2$0-0S(2) 9.7 $\\mu$m | H200S3 |
17 | H$_2$0-0S(2) 12.3 $\\mu$m | H200S2 |
18 | H$_2$0-0S(1) 17 $\\mu$m | H200S1 |
19 | H$_2$0-0S(0) 28.2 $\\mu$m | H200S0 |
20 | Temperature at $A_V=0.01$ | TS |
21 | [Fe II] 25.99 $\\mu$m | FEII_26 |
idx | PDR code | name | version | medium | z | mass | description |
---|---|---|---|---|---|---|---|
solMass | |||||||
0 | Wolfire/Kaufman | wk2006 | 2006 | constant density | 1.0 | -- | Wolfire/Kaufman 2006 constant density models |
1 | Wolfire/Kaufman | wk2006 | 2006 | constant density | 3.0 | -- | Wolfire/Kaufman 2006 constant density models |
2 | Wolfire/Kaufman | wk2020 | 2020 | constant density | 1.0 | -- | Wolfire/Kaufman 2020 constant density models, $A_V$=7, no freeze-out |
3 | Wolfire/Kaufman | smc | 2006 | constant density | 0.1 | -- | Wolfire/Kaufman 2006 limited set of constant density models for Small Magellanic Cloud |
4 | Wolfire/Kaufman | lmc | 2020 | constant density | 0.5 | -- | Wolfire/Kaufman 2020 limited set of constant density models for Large Magellanic Cloud, surface chemistry turned off |
5 | KOSMA-tau | kt2013wd01-7 | WD01-7 | clumpy | 1.0 | 100.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, clumpy, maximum clump mass = 100 M$_\\odot$ |
6 | KOSMA-tau | kt2013wd01-7 | WD01-7 | non-clumpy | 1.0 | 100.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, non-clumpy, single clump 100 M$_\\odot$ |
7 | KOSMA-tau | kt2013wd01-21 | WD01-21 | clumpy | 1.0 | 100.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, clumpy, maximum clump mass = 100 M$_\\odot$ |
8 | KOSMA-tau | kt2013wd01-21 | WD01-21 | non-clumpy | 1.0 | 100.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, non-clumpy, single clump 100 M$_\\odot$ |
9 | KOSMA-tau | kt2013wd01-25 | WD01-25 | clumpy | 1.0 | 100.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, clumpy, maximum clump mass = 100 M$_\\odot$ |
10 | KOSMA-tau | kt2013wd01-25 | WD01-25 | non-clumpy | 1.0 | 100.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, non-clumpy, single clump 100 M$_\\odot$ |
11 | KOSMA-tau | kt2013wd01-7 | WD01-7 | clumpy | 1.0 | 10.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, clumpy, maximum clump mass = 100 M$_\\odot$ |
12 | KOSMA-tau | kt2013wd01-7 | WD01-7 | non-clumpy | 1.0 | 10.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, non-clumpy, single clump 10 M$_\\odot$ |
13 | KOSMA-tau | kt2013wd01-21 | WD01-21 | clumpy | 1.0 | 10.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, clumpy, maximum clump mass = 10 M$_\\odot$ |
14 | KOSMA-tau | kt2013wd01-21 | WD01-21 | non-clumpy | 1.0 | 10.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, non-clumpy, single clump 10 M$_\\odot$ |
15 | KOSMA-tau | kt2013wd01-25 | WD01-25 | clumpy | 1.0 | 10.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, clumpy, maximum clump mass = 10 M$_\\odot$ |
16 | KOSMA-tau | kt2013wd01-25 | WD01-25 | non-clumpy | 1.0 | 10.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, non-clumpy, single clump 10 M$_\\odot$ |
17 | KOSMA-tau | kt2013wd01-7 | WD01-7 | clumpy | 1.0 | 1.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, clumpy, maximum clump mass = 1 M$_\\odot$ |
18 | KOSMA-tau | kt2013wd01-7 | WD01-7 | non-clumpy | 1.0 | 1.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, non-clumpy, single clump 1 M$_\\odot$ |
19 | KOSMA-tau | kt2013wd01-21 | WD01-21 | clumpy | 1.0 | 1.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, clumpy, maximum clump mass = 1 M$_\\odot$ |
20 | KOSMA-tau | kt2013wd01-21 | WD01-21 | non-clumpy | 1.0 | 1.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, non-clumpy, single clump 1 M$_\\odot$ |
21 | KOSMA-tau | kt2013wd01-25 | WD01-25 | clumpy | 1.0 | 1.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, clumpy, maximum clump mass = 1 M$_\\odot$ |
22 | KOSMA-tau | kt2013wd01-25 | WD01-25 | non-clumpy | 1.0 | 1.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, non-clumpy, single clump 1 M$_\\odot$ |
23 | KOSMA-tau | kt2013wd01-7 | WD01-7 | clumpy | 1.0 | 0.1 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, clumpy, maximum clump mass = 0.1 M$_\\odot$ |
24 | KOSMA-tau | kt2013wd01-7 | WD01-7 | non-clumpy | 1.0 | 0.1 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, non-clumpy, single clump 0.1 M$_\\odot$ |
25 | KOSMA-tau | kt2013wd01-21 | WD01-21 | clumpy | 1.0 | 0.1 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, clumpy, maximum clump mass = 0.1 M$_\\odot$ |
26 | KOSMA-tau | kt2013wd01-21 | WD01-21 | non-clumpy | 1.0 | 0.1 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, non-clumpy, single clump 0.1 M$_\\odot$ |
27 | KOSMA-tau | kt2013wd01-25 | WD01-25 | clumpy | 1.0 | 0.1 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, clumpy, maximum clump mass = 0.1 M$_\\odot$ |
28 | KOSMA-tau | kt2013wd01-25 | WD01-25 | non-clumpy | 1.0 | 0.1 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, non-clumpy, single clump 0.1 M$_\\odot$ |
29 | KOSMA-tau | kt2013wd01-7 | WD01-7 | clumpy | 1.0 | 1000.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, clumpy, maximum clump mass = 1000 M$_\\odot$ |
30 | KOSMA-tau | kt2013wd01-7 | WD01-7 | non-clumpy | 1.0 | 1000.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=3.1, non-clumpy, single clump 1000 M$_\\odot$ |
31 | KOSMA-tau | kt2013wd01-21 | WD01-21 | clumpy | 1.0 | 1000.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, clumpy, maximum clump mass = 1000 M$_\\odot$ |
32 | KOSMA-tau | kt2013wd01-21 | WD01-21 | non-clumpy | 1.0 | 1000.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=4.0, non-clumpy, single clump 1000 M$_\\odot$ |
33 | KOSMA-tau | kt2013wd01-25 | WD01-25 | clumpy | 1.0 | 1000.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, clumpy, maximum clump mass = 1000 M$_\\odot$ |
34 | KOSMA-tau | kt2013wd01-25 | WD01-25 | non-clumpy | 1.0 | 1000.0 | KOSMA-tau 2013 models, Weingarter & Draine 2001 $R_V$=5.5, non-clumpy, single clump 1000 M$_\\odot$ |
title | ratio label |
---|---|
str50 | str18 |
[O I] 145 $\\mu$m/[O I] 63 $\\mu$m | OI_145/OI_63 |
[O I] 145 $\\mu$m/[C II] 158 $\\mu$m | OI_145/CII_158 |
... | ... |
CO(J=14-13)/CO(J=6-5) | CO_1413/CO_65 |
([O I] 63 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_63+CII_158/FIR |
([O I] 145 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_145+CII_158/FIR |
title | intensity label |
---|---|
null | |
str50 | str18 |
I$_{FIR}$ | FIR |
title | ratio label |
---|---|
str50 | str18 |
[O I] 145 $\\mu$m/[O I] 63 $\\mu$m | OI_145/OI_63 |
[O I] 145 $\\mu$m/[C II] 158 $\\mu$m | OI_145/CII_158 |
... | ... |
([O I] 63 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_63+CII_158/FIR |
([O I] 145 $\\mu$m + [C II] 158 $\\mu$m) / I$_{FIR}$ | OI_145+CII_158/FIR |
foobar $\\mu$m | Marc/Pound |
idx | numerator | denominator | ratio | filename | z | title |
---|---|---|---|---|---|---|
null | ||||||
0 | OI_63 | CII_158 | OI_63/CII_158 | OI63_CII158sm | 1.0 | [O I] 63 $\\mu$m / [C II] 158 $\\mu$m |
9 | CII_158 | CO_21 | CII_158/CO_21 | CII158_CO21sm | 1.0 | [C II] 158 $\\mu$m / CO(J=2-1) |
10 | CII_158 | CO_32 | CII_158/CO_32 | CII158_CO32sm | 1.0 | [C II] 158 $\\mu$m / CO(J=3-2) |
11 | CII_158 | CO_65 | CII_158/CO_65 | CII158_CO65sm | 1.0 | [C II] 158 $\\mu$m / CO(J=6-5) |
12 | CII_158 | 13CO_10 | CII_158/13CO_10 | CII158_CO1310sm | 1.0 | [C II] 158 $\\mu$m / $^{13}$CO(J=1-0) |
12 | CII_158 | 13CO_10 | CII_158/13CO_10 | CII158_13CO10sm | 1.0 | [C II] 158 $\\mu$m / $^{13}$CO(J=1-0) |
13 | CO_21 | CO_10 | CO_21/CO_10 | CO21_CO10sm | 1.0 | CO(J=2-1) / CO(J=1-0) |
14 | CO_32 | CO_10 | CO_32/CO_10 | CO32_CO10sm | 1.0 | CO(J=3-2) / CO(J=1-0) |
15 | CO_32 | CO_21 | CO_32/CO_21 | CO32_CO21sm | 1.0 | CO(J=3-2) / CO(J=2-1) |
61 | H200S2 | H200S1 | H200S2/H200S1 | H200S2_H200S1sm | 1.0 | H$_2$0-0S(2) 12.3 $\\mu$m / H$_2$0-0S(1) 17 $\\mu$m |
62 | H200S3 | H200S0 | H200S3/H200S0 | H200S3_H200S0sm | 1.0 | H$_2$0-0S(3) 9.7 $\\mu$m / H$_2$0-0S(0) 28.2 $\\mu$m |
63 | H200S3 | H200S1 | H200S3/H200S1 | H200S3_H200S1sm | 1.0 | H$_2$0-0S(3) 9.7 $\\mu$m / H$_2$0-0S(1) 17 $\\mu$m |
64 | H200S3 | H200S2 | H200S3/H200S2 | H200S3_H200S1sm | 1.0 | H$_2$0-0S(3) 9.7 $\\mu$m / H$_2$0-0S(2) 12.3 $\\mu$m |
64 | H200S3 | H200S2 | H200S3/H200S2 | H200S3_H200S2sm | 1.0 | H$_2$0-0S(3) 9.7 $\\mu$m / H$_2$0-0S(2) 12.3 $\\mu$m |
65 | CI_609 | 1 | CI_609 | CI609sm | 1.0 | [C I] 609 $\\mu$m |
66 | CII_158 | 1 | CII_158 | CII158sm | 1.0 | [C II] 158 $\\mu$m |
67 | OI_63 | 1 | OI_63 | OI63sm | 1.0 | [O I] 63 $\\mu$m |
73 | CO_54 | 1 | CO_54 | CO54sm | 1.0 | CO(J=5-4) |
74 | CO_65 | 1 | CO_65 | CO65sm | 1.0 | CO(J=6-5) |
75 | CO_76 | 1 | CO_76 | CO76sm | 1.0 | CO(J=7-6) |
76 | 13CO_10 | 1 | 13CO_10 | 13CO10sm | 1.0 | $^{13}$CO(J=1-0) |
77 | 13CO_21 | 1 | 13CO_21 | 13CO21sm | 1.0 | $^{13}$CO(J=2-1) |
78 | 13CO_32 | 1 | 13CO_32 | 13CO32sm | 1.0 | $^{13}$CO(J=3-2) |
79 | H200S3 | 1 | H200S3 | H200S3sm | 1.0 | H$_2$0-0S(2) 9.7 $\\mu$m |
80 | H200S2 | 1 | H200S2 | H200S2sm | 1.0 | H$_2$0-0S(2) 12.3 $\\mu$m |
81 | H200S1 | 1 | H200S1 | H200S1sm | 1.0 | H$_2$0-0S(1) 17 $\\mu$m |
82 | H200S0 | 1 | H200S0 | H200S0sm | 1.0 | H$_2$0-0S(0) 28.2 $\\mu$m |
83 | TS | 1 | TS | TSAV0p01sm | 1.0 | Temperature at $A_V=0.01$ |
84 | FEII_1.60 | FEII_1.64 | FEII_1.60/FEII_1.64 | FEII1p60_FEII1p64 | 1.0 | [Fe II] 1.60 $\\mu$m/[Fe II] 1.64 $\\mu$m |
85 | FEII_1.64 | FEII_5.34 | FEII_1.64/FEII_5.34 | FEII1p64_FEII5p34 | 1.0 | [Fe II] 1.64 $\\mu$m/[Fe II] 5.34 $\\mu$m |
86 | FEII_5.67 | FEII_5.34 | FEII_5.67/FEII_5.34 | FEII5p67_FEII5p34 | 1.0 | [Fe II] 5.67 $\\mu$m/[Fe II] 5.34 $\\mu$m |
87 | FEII_17.94 | FEII_5.34 | FEII_17.94/FEII_5.34 | FEII17p94_FEII5p34 | 1.0 | [Fe II] 17.94 $\\mu$m/[Fe II] 5.34 $\\mu$m |
88 | FEII_22.90 | FEII_5.34 | FEII_22.90/FEII_5.34 | FEII22p90_FEII5p34 | 1.0 | [Fe II] 22.90 $\\mu$m/[Fe II] 5.34 $\\mu$m |
89 | FEII_26 | FEII_5.34 | FEII_26/FEII_5.34 | FEII25p99_FEII5p34 | 1.0 | [Fe II] 25.99 $\\mu$m/[Fe II] 5.34 $\\mu$m |
90 | FEII_26 | 1 | FEII_26 | FEII25p99 | 1.0 | [Fe II] 25.99 $\\mu$m |
76 | CO_87 | 1 | CO_87 | CO87sm | 1.0 | CO(J=8-7) |
77 | CO_1110 | 1 | CO_1110 | CO1110sm | 1.0 | CO(J=11-10) |
78 | 13CO_10 | 1 | 13CO_10 | 13CO10sm | 1.0 | $^{13}$CO(J=1-0) |
79 | 13CO_21 | 1 | 13CO_21 | 13CO21sm | 1.0 | $^{13}$CO(J=2-1) |
80 | 13CO_32 | 1 | 13CO_32 | 13CO32sm | 1.0 | $^{13}$CO(J=3-2) |
81 | H200S3 | 1 | H200S3 | H200S3sm | 1.0 | H$_2$0-0S(2) 9.7 $\\mu$m |
82 | H200S2 | 1 | H200S2 | H200S2sm | 1.0 | H$_2$0-0S(2) 12.3 $\\mu$m |
83 | H200S1 | 1 | H200S1 | H200S1sm | 1.0 | H$_2$0-0S(1) 17 $\\mu$m |
84 | H200S0 | 1 | H200S0 | H200S0sm | 1.0 | H$_2$0-0S(0) 28.2 $\\mu$m |
85 | TS | 1 | TS | TSAV0p01sm | 1.0 | Temperature at $A_V=0.01$ |
86 | FEII_1.60 | FEII_1.64 | FEII_1.60/FEII_1.64 | FEII1p60_FEII1p64 | 1.0 | [Fe II] 1.60 $\\mu$m/[Fe II] 1.64 $\\mu$m |
87 | FEII_1.64 | FEII_5.34 | FEII_1.64/FEII_5.34 | FEII1p64_FEII5p34 | 1.0 | [Fe II] 1.64 $\\mu$m/[Fe II] 5.34 $\\mu$m |
88 | FEII_5.67 | FEII_5.34 | FEII_5.67/FEII_5.34 | FEII5p67_FEII5p34 | 1.0 | [Fe II] 5.67 $\\mu$m/[Fe II] 5.34 $\\mu$m |
89 | FEII_17.94 | FEII_5.34 | FEII_17.94/FEII_5.34 | FEII17p94_FEII5p34 | 1.0 | [Fe II] 17.94 $\\mu$m/[Fe II] 5.34 $\\mu$m |
90 | FEII_22.90 | FEII_5.34 | FEII_22.90/FEII_5.34 | FEII22p90_FEII5p34 | 1.0 | [Fe II] 22.90 $\\mu$m/[Fe II] 5.34 $\\mu$m |
91 | FEII_26 | FEII_5.34 | FEII_26/FEII_5.34 | FEII25p99_FEII5p34 | 1.0 | [Fe II] 25.99 $\\mu$m/[Fe II] 5.34 $\\mu$m |
92 | FEII_26 | 1 | FEII_26 | FEII25p99 | 1.0 | [Fe II] 25.99 $\\mu$m |
93 | ARIII_21.83 | ARIII_8.99 | ARIII_21.83/ARIII_8.99 | ARIII21p83_ARIII8p99 | 1.0 | [Ar III] 21.83 $\\mu$m/[Ar III] 8.99 $\\mu$m |
94 | ARV_13.07 | ARV_7.91 | ARV_13.07/ARV_7.91 | ARV13p07_ARV7p91 | 1.0 | [Ar V] 13.07 $\\mu$m/[Ar V] 7.91 $\\mu$m |