Line identification using ExoMolHR
==================================

*Hajime Kawahara 5/16 (2025)*

   `ExoMolHR <https://www.exomol.com/exomolhr/>`__ is an empirical,
   high-resolution molecular spectrum calculator for the
   high-temperature molecular line lists available from the ExoMol
   molecular database.

`Zhang et al. (2025) <https://arxiv.org/abs/2504.08731>`__

ExoMolHR provides an API that delivers selected line information from
ExoMol when a temperature and wavenumber range are specified. This is
particularly useful in cases where it is unnecessary to use the complete
but large ExoMol database directly. ExoJAX is capable of handling
ExoMolHR. Here, let us use ExoMolHR from the perspective of line
identification, to examine which strong lines are present at a given
temperature.

To first check which molecules are available, use the following
function:

.. code:: ipython3

    from exojax.spec.exomolhr import list_exomolhr_molecules
    
    molecules = list_exomolhr_molecules()
    print(molecules)


.. parsed-literal::

    ['AlCl', 'AlH', 'AlO', 'C2', 'C2H2', 'CaH', 'CH4', 'CN', 'CO2', 'H2CO', 'H2O', 'H2S', 'H3+', 'H3O+', 'LiOH', 'MgH', 'NH', 'NH3', 'NO', 'SiN', 'SiO', 'SO', 'SO2', 'TiO', 'YO', 'ZrO', 'BeH', 'CaOH', 'H2CS', 'N2O', 'OCS', 'PN', 'VO']


To find the available isotopologues for each molecule, use the following
function:

.. code:: ipython3

    from exojax.spec.exomolhr import list_isotopologues
    iso_dict = list_isotopologues(molecules)
    print(iso_dict)


.. parsed-literal::

    {'AlH': ['27Al-1H'], 'C2H2': ['12C2-1H2'], 'CN': ['12C-14N'], 'CH4': ['12C-1H4'], 'LiOH': ['6Li-16O-1H', '7Li-16O-1H'], 'H2S': ['1H2-32S'], 'NO': ['14N-16O'], 'H2O': ['1H2-16O'], 'H3O+': ['1H3-16O_p'], 'CaH': ['40Ca-1H'], 'H2CO': ['1H2-12C-16O'], 'H3+': ['1H2-2H_p', '1H3_p', '2H2-1H_p', '2H3_p'], 'NH3': ['14N-1H3', '15N-1H3'], 'AlCl': ['27Al-35Cl', '27Al-37Cl'], 'NH': ['14N-1H', '14N-2H', '15N-1H', '15N-2H'], 'SiN': ['28Si-14N', '28Si-15N', '29Si-14N', '30Si-14N'], 'MgH': ['24Mg-1H', '25Mg-1H', '26Mg-1H'], 'C2': ['12C2'], 'AlO': ['26Al-16O', '27Al-16O', '27Al-17O', '27Al-18O'], 'CO2': ['12C-16O2'], 'SiO': ['28Si-16O'], 'SO2': ['32S-16O2'], 'SO': ['32S-16O'], 'TiO': ['48Ti-16O'], 'CaOH': ['40Ca-16O-1H'], 'YO': ['89Y-16O', '89Y-17O', '89Y-18O'], 'BeH': ['9Be-1H', '9Be-2H'], 'ZrO': ['90Zr-16O', '91Zr-16O', '92Zr-16O', '93Zr-16O', '94Zr-16O', '96Zr-16O'], 'PN': ['31P-14N', '31P-15N'], 'VO': ['51V-16O'], 'H2CS': ['1H2-12C-32S'], 'OCS': ['16O-12C-32S'], 'N2O': ['14N2-16O']}


To load a molecular database, you can use XdbExomolHR. The Xdb refers to
an extra database outside of Mdb, Adb, Cdb, and Pdb, and each of these
has its own dedicated interface.

.. code:: ipython3

    from exojax.spec.exomolhr import XdbExomolHR
    from exojax.utils.grids import wavenumber_grid
    import matplotlib.pyplot as plt
    
    nus, _, _ = wavenumber_grid(22800.0, 23600.0, 10, xsmode="premodit", unit="AA")
    temperature = 1300.0
    iso = "1H2-16O"
    xdb = XdbExomolHR(iso, nus, temperature)


.. parsed-literal::

    xsmode =  premodit
    xsmode assumes ESLOG in wavenumber space: xsmode=premodit
    Your wavelength grid is in ***  descending  *** order
    The wavenumber grid is in ascending order by definition.
    Please be careful when you use the wavelength grid.
    HITRAN exact name= H2(16O)
    Downloaded and unzipped to opacity_zips/20250516113253__1H2-16O__1300.0K.csv


.. parsed-literal::

    /home/kawahara/exojax/src/exojax/spec/unitconvert.py:82: UserWarning: Both input wavelength and output wavenumber are in ascending order.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/grids.py:170: UserWarning: Resolution may be too small. R=260.97413588061954
      warnings.warn("Resolution may be too small. R=" + str(resolution), UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(


``XdbExomolHR`` shares several common attributes with ``MdbExomol``.
However, unlike ``MdbExomol``, it does not support changing the
temperature or provide information such as the partition function.

.. code:: ipython3

    xdb.line_strength, xdb.jlower, xdb.elower




.. parsed-literal::

    (array([2.07935666e-33, 1.00589019e-32, 1.89912653e-36, ...,
            2.28603692e-35, 3.74997478e-32, 2.22317669e-32]),
     array([ 7,  9, 10, ..., 14,  7,  7]),
     array([13576.566165,  9837.808903, 13685.911191, ...,  5940.635876,
             7350.151429, 14753.618734]))



Now, let us get ``xdb`` at a given temperature over a specified
wavelength range for all isotopologues available in ExoMolHR.

.. code:: ipython3

    
    k=0
    xdbs = {}
    for molecule in iso_dict:
        isos = iso_dict[molecule]
        for j, iso in enumerate(isos):
            try:
                xdb = XdbExomolHR(iso, nus, temperature, crit=1.e-24)
                xdbs[iso] = xdb
            except:
                k=k+1
                print(f"No line? {iso}")
    print(k, "molecules have no lines")
    
    



.. parsed-literal::

    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(


.. parsed-literal::

    HITRAN exact name= (27Al)H
    HITRAN exact name= (27Al)H
    Downloaded and unzipped to opacity_zips/20250516131841__27Al-1H__1300.0K.csv
    HITRAN exact name= (12C)2H2
    Downloaded and unzipped to opacity_zips/20250516131843__12C2-1H2__1300.0K.csv
    No line? 12C2-1H2
    HITRAN exact name= (12C)(14N)
    HITRAN exact name= (12C)(14N)
    Downloaded and unzipped to opacity_zips/20250516131845__12C-14N__1300.0K.csv
    HITRAN exact name= (12C)(1H)4
    HITRAN exact name= (12C)(1H)4
    Downloaded and unzipped to opacity_zips/20250516131847__12C-1H4__1300.0K.csv
    HITRAN exact name= (6Li)(16O)H
    HITRAN exact name= (6Li)(16O)H
    Downloaded and unzipped to opacity_zips/20250516131915__6Li-16O-1H__1300.0K.csv
    No line? 6Li-16O-1H
    HITRAN exact name= (7Li)(16O)H
    HITRAN exact name= (7Li)(16O)H
    Downloaded and unzipped to opacity_zips/20250516131917__7Li-16O-1H__1300.0K.csv
    No line? 7Li-16O-1H
    HITRAN exact name= H2(32S)
    Downloaded and unzipped to opacity_zips/20250516131918__1H2-32S__1300.0K.csv
    HITRAN exact name= (14N)(16O)
    Downloaded and unzipped to opacity_zips/20250516131921__14N-16O__1300.0K.csv
    No line? 14N-16O
    HITRAN exact name= H2(16O)
    Downloaded and unzipped to opacity_zips/20250516131922__1H2-16O__1300.0K.csv


.. parsed-literal::

    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)


.. parsed-literal::

    HITRAN exact name= (1H)3(16O_p)
    HITRAN exact name= (1H)3(16O_p)
    Downloaded and unzipped to opacity_zips/20250516131932__1H3-16O_p__1300.0K.csv
    No line? 1H3-16O_p
    HITRAN exact name= (40Ca)H
    HITRAN exact name= (40Ca)H
    Downloaded and unzipped to opacity_zips/20250516131934__40Ca-1H__1300.0K.csv
    HITRAN exact name= H2(12C)(16O)
    Downloaded and unzipped to opacity_zips/20250516131935__1H2-12C-16O__1300.0K.csv
    HITRAN exact name= H2(2H_p)
    HITRAN exact name= H2(2H_p)
    Downloaded and unzipped to opacity_zips/20250516131938__1H2-2H_p__1300.0K.csv
    HITRAN exact name= (1H3_p)
    HITRAN exact name= (1H3_p)
    Downloaded and unzipped to opacity_zips/20250516131939__1H3_p__1300.0K.csv
    HITRAN exact name= D2(1H_p)
    HITRAN exact name= D2(1H_p)
    Downloaded and unzipped to opacity_zips/20250516131941__2H2-1H_p__1300.0K.csv
    HITRAN exact name= (2H3_p)
    HITRAN exact name= (2H3_p)
    Downloaded and unzipped to opacity_zips/20250516131942__2H3_p__1300.0K.csv
    No line? 2H3_p
    HITRAN exact name= (14N)(1H)3
    HITRAN exact name= (14N)(1H)3
    Downloaded and unzipped to opacity_zips/20250516131944__14N-1H3__1300.0K.csv
    HITRAN exact name= (15N)(1H)3
    HITRAN exact name= (15N)(1H)3
    Downloaded and unzipped to opacity_zips/20250516131946__15N-1H3__1300.0K.csv
    HITRAN exact name= (27Al)(35Cl)
    HITRAN exact name= (27Al)(35Cl)
    Downloaded and unzipped to opacity_zips/20250516131948__27Al-35Cl__1300.0K.csv
    No line? 27Al-35Cl
    HITRAN exact name= (27Al)(37Cl)
    HITRAN exact name= (27Al)(37Cl)
    Downloaded and unzipped to opacity_zips/20250516131949__27Al-37Cl__1300.0K.csv
    No line? 27Al-37Cl
    HITRAN exact name= (14N)H
    HITRAN exact name= (14N)H
    Downloaded and unzipped to opacity_zips/20250516131951__14N-1H__1300.0K.csv
    No line? 14N-1H
    HITRAN exact name= (14N)D
    HITRAN exact name= (14N)D
    Downloaded and unzipped to opacity_zips/20250516131952__14N-2H__1300.0K.csv
    HITRAN exact name= (15N)H
    HITRAN exact name= (15N)H
    Downloaded and unzipped to opacity_zips/20250516131954__15N-1H__1300.0K.csv
    No line? 15N-1H
    HITRAN exact name= (15N)D
    HITRAN exact name= (15N)D
    Downloaded and unzipped to opacity_zips/20250516131955__15N-2H__1300.0K.csv
    HITRAN exact name= (28Si)(14N)
    HITRAN exact name= (28Si)(14N)
    Downloaded and unzipped to opacity_zips/20250516131957__28Si-14N__1300.0K.csv
    No line? 28Si-14N
    HITRAN exact name= (28Si)(15N)
    HITRAN exact name= (28Si)(15N)
    Downloaded and unzipped to opacity_zips/20250516131958__28Si-15N__1300.0K.csv
    No line? 28Si-15N
    HITRAN exact name= (29Si)(14N)
    HITRAN exact name= (29Si)(14N)
    Downloaded and unzipped to opacity_zips/20250516132000__29Si-14N__1300.0K.csv
    No line? 29Si-14N
    HITRAN exact name= (30Si)(14N)
    HITRAN exact name= (30Si)(14N)
    Downloaded and unzipped to opacity_zips/20250516132001__30Si-14N__1300.0K.csv
    No line? 30Si-14N
    HITRAN exact name= (24Mg)H
    HITRAN exact name= (24Mg)H
    Downloaded and unzipped to opacity_zips/20250516132003__24Mg-1H__1300.0K.csv
    No line? 24Mg-1H
    HITRAN exact name= (25Mg)H
    HITRAN exact name= (25Mg)H
    Downloaded and unzipped to opacity_zips/20250516132004__25Mg-1H__1300.0K.csv


.. parsed-literal::

    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)


.. parsed-literal::

    HITRAN exact name= (26Mg)H
    HITRAN exact name= (26Mg)H
    Downloaded and unzipped to opacity_zips/20250516132006__26Mg-1H__1300.0K.csv
    HITRAN exact name= (12C)2
    HITRAN exact name= (12C)2
    Downloaded and unzipped to opacity_zips/20250516132007__12C2__1300.0K.csv
    HITRAN exact name= (26Al)(16O)
    HITRAN exact name= (26Al)(16O)
    Downloaded and unzipped to opacity_zips/20250516132009__26Al-16O__1300.0K.csv
    HITRAN exact name= (27Al)(16O)
    HITRAN exact name= (27Al)(16O)
    Downloaded and unzipped to opacity_zips/20250516132012__27Al-16O__1300.0K.csv
    HITRAN exact name= (27Al)(17O)
    HITRAN exact name= (27Al)(17O)
    Downloaded and unzipped to opacity_zips/20250516132014__27Al-17O__1300.0K.csv
    HITRAN exact name= (27Al)(18O)
    HITRAN exact name= (27Al)(18O)
    Downloaded and unzipped to opacity_zips/20250516132016__27Al-18O__1300.0K.csv
    HITRAN exact name= (12C)(16O)2
    Downloaded and unzipped to opacity_zips/20250516132018__12C-16O2__1300.0K.csv
    No line? 12C-16O2
    HITRAN exact name= (28Si)(16O)
    HITRAN exact name= (28Si)(16O)
    Downloaded and unzipped to opacity_zips/20250516132028__28Si-16O__1300.0K.csv
    No line? 28Si-16O
    HITRAN exact name= (32S)(16O)2
    Downloaded and unzipped to opacity_zips/20250516132029__32S-16O2__1300.0K.csv
    No line? 32S-16O2
    HITRAN exact name= (32S)(16O)
    Downloaded and unzipped to opacity_zips/20250516132032__32S-16O__1300.0K.csv
    No line? 32S-16O
    HITRAN exact name= (48Ti)(16O)
    HITRAN exact name= (48Ti)(16O)
    Downloaded and unzipped to opacity_zips/20250516132033__48Ti-16O__1300.0K.csv
    No line? 48Ti-16O
    HITRAN exact name= (40Ca)(16O)H
    HITRAN exact name= (40Ca)(16O)H
    Downloaded and unzipped to opacity_zips/20250516132035__40Ca-16O-1H__1300.0K.csv
    No line? 40Ca-16O-1H
    HITRAN exact name= (89Y)(16O)
    HITRAN exact name= (89Y)(16O)
    Downloaded and unzipped to opacity_zips/20250516132037__89Y-16O__1300.0K.csv
    No line? 89Y-16O
    HITRAN exact name= (89Y)(17O)
    HITRAN exact name= (89Y)(17O)
    Downloaded and unzipped to opacity_zips/20250516132038__89Y-17O__1300.0K.csv
    No line? 89Y-17O
    HITRAN exact name= (89Y)(18O)
    HITRAN exact name= (89Y)(18O)
    Downloaded and unzipped to opacity_zips/20250516132040__89Y-18O__1300.0K.csv
    No line? 89Y-18O
    HITRAN exact name= (9Be)H
    HITRAN exact name= (9Be)H
    Downloaded and unzipped to opacity_zips/20250516132041__9Be-1H__1300.0K.csv
    No line? 9Be-1H
    HITRAN exact name= (9Be)D
    HITRAN exact name= (9Be)D
    Downloaded and unzipped to opacity_zips/20250516132043__9Be-2H__1300.0K.csv
    HITRAN exact name= (90Zr)(16O)
    HITRAN exact name= (90Zr)(16O)
    Downloaded and unzipped to opacity_zips/20250516132044__90Zr-16O__1300.0K.csv
    HITRAN exact name= (91Zr)(16O)
    HITRAN exact name= (91Zr)(16O)
    Downloaded and unzipped to opacity_zips/20250516132046__91Zr-16O__1300.0K.csv
    HITRAN exact name= (92Zr)(16O)
    HITRAN exact name= (92Zr)(16O)
    Downloaded and unzipped to opacity_zips/20250516132048__92Zr-16O__1300.0K.csv
    HITRAN exact name= (93Zr)(16O)
    HITRAN exact name= (93Zr)(16O)
    Downloaded and unzipped to opacity_zips/20250516132049__93Zr-16O__1300.0K.csv
    HITRAN exact name= (94Zr)(16O)
    HITRAN exact name= (94Zr)(16O)


.. parsed-literal::

    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)


.. parsed-literal::

    Downloaded and unzipped to opacity_zips/20250516132051__94Zr-16O__1300.0K.csv
    HITRAN exact name= (96Zr)(16O)
    HITRAN exact name= (96Zr)(16O)
    Downloaded and unzipped to opacity_zips/20250516132052__96Zr-16O__1300.0K.csv
    HITRAN exact name= (31P)(14N)
    HITRAN exact name= (31P)(14N)
    Downloaded and unzipped to opacity_zips/20250516132054__31P-14N__1300.0K.csv
    No line? 31P-14N
    HITRAN exact name= (31P)(15N)
    HITRAN exact name= (31P)(15N)
    No line? 31P-15N
    HITRAN exact name= (51V)(16O)
    HITRAN exact name= (51V)(16O)
    Downloaded and unzipped to opacity_zips/20250516132057__51V-16O__1300.0K.csv
    No line? 51V-16O
    HITRAN exact name= H2(12C)(32S)
    HITRAN exact name= H2(12C)(32S)
    Downloaded and unzipped to opacity_zips/20250516132059__1H2-12C-32S__1300.0K.csv
    No line? 1H2-12C-32S
    HITRAN exact name= (16O)(12C)(32S)
    Downloaded and unzipped to opacity_zips/20250516132100__16O-12C-32S__1300.0K.csv
    No line? 16O-12C-32S
    HITRAN exact name= (14N)2(16O)
    Downloaded and unzipped to opacity_zips/20250516132102__14N2-16O__1300.0K.csv
    30 molecules have no lines


.. parsed-literal::

    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:63: UserWarning: No isotope number identified.
      warnings.warn("No isotope number identified.", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:28: UserWarning: exact molecule name is not Exomol nor HITRAN form.
      warnings.warn("exact molecule name is not Exomol nor HITRAN form.")
    /home/kawahara/exojax/src/exojax/spec/molinfo.py:29: UserWarning: No molmass available
      warnings.warn("No molmass available", UserWarning)
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(
    /home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.
      warnings.warn(


Let’s plot the line strength in this wavelength region. You can check
which isotope has strong lines.

.. code:: ipython3

    lslist = ["-", "--", "-.", ":", "-", "--", "-.", ":"]
    lwlist = [1.0, 1.0, 1.0, 1.0, 2.0, 2.0, 2.0, 2.0]
    markers_list = [".", "o", "s", "D", "^", "v", "<", ">"]
    
    fig = plt.figure(figsize=(20, 6)) 
    for molecule in iso_dict:
        isos = iso_dict[molecule]
        for j, iso in enumerate(isos):
            try:
                xdb = xdbs[iso]
                plt.plot(1.e8/xdb.nu_lines, xdb.line_strength, markers_list[j], label=iso, ls=lslist[j], lw=lwlist[j])
            except:
                print(f"No line? {iso}")
                continue
    
    plt.yscale("log")
    plt.xlabel("wavelength (AA)")
    plt.ylabel("Line Strength (cm/molecule)")
    plt.legend()
    plt.show()



.. parsed-literal::

    No line? 12C2-1H2
    No line? 6Li-16O-1H
    No line? 7Li-16O-1H
    No line? 14N-16O
    No line? 1H3-16O_p
    No line? 2H3_p
    No line? 27Al-35Cl
    No line? 27Al-37Cl
    No line? 14N-1H
    No line? 15N-1H
    No line? 28Si-14N
    No line? 28Si-15N
    No line? 29Si-14N
    No line? 30Si-14N
    No line? 24Mg-1H
    No line? 12C-16O2
    No line? 28Si-16O
    No line? 32S-16O2
    No line? 32S-16O
    No line? 48Ti-16O
    No line? 40Ca-16O-1H
    No line? 89Y-16O
    No line? 89Y-17O
    No line? 89Y-18O
    No line? 9Be-1H
    No line? 31P-14N
    No line? 31P-15N
    No line? 51V-16O
    No line? 1H2-12C-32S
    No line? 16O-12C-32S



.. image:: exomolhr_files/exomolhr_11_1.png


that’s it.