The Grid Object¶
Here we show how to instantiate a Grid object and use it to explore a grid file.
The Grid object needs a file to load, these are HDF5 files that are available through the synthesizer-download command line tool (for more details see the introduction to grids. By default, once downloaded these files are stored in the GRID_DIR directory. The default location of this directory is platform dependent, but the location can be found by import it and printing it.
[2]:
from synthesizer import GRID_DIR
print(GRID_DIR)
/home/runner/.local/share/Synthesizer/grids
This directory can be overriden by setting the SYNTHESIZER_GRID_DIR environment variable.
Assuming the grid file is in the default location, all we need to do is pass the name of the grid we want to load to the Grid constructor. Note that the name of the grid can include the extension or not. If the extension is not included, it is assumed to be "hdf5".
Here we will load the test grid (a simplified BPASS 2.2.1 grid).
[3]:
from synthesizer import Grid
grid = Grid("test_grid.hdf5")
If we are loading a grid from a different location we can just pass that path to the grid_dir argument.
[5]:
grid = Grid(
"test_grid.hdf5", grid_dir="../../../tests/test_grid", ignore_lines=True
)
Printing a summary of the Grid¶
We can have a look at what the loaded grid contains by simply printing the grid.
[6]:
print(grid)
+-----------------------------------------------------------------------------------+
| GRID |
+-----------------------------+-----------------------------------------------------+
| Attribute | Value |
+-----------------------------+-----------------------------------------------------+
| grid_dir | '../../../tests/test_grid' |
+-----------------------------+-----------------------------------------------------+
| grid_name | 'test_grid' |
+-----------------------------+-----------------------------------------------------+
| grid_ext | 'hdf5' |
+-----------------------------+-----------------------------------------------------+
| grid_filename | '../../../tests/test_grid/test_grid.hdf5' |
+-----------------------------+-----------------------------------------------------+
| reprocessed | True |
+-----------------------------+-----------------------------------------------------+
| naxes | 2 |
+-----------------------------+-----------------------------------------------------+
| date_created | '2025-09-27' |
+-----------------------------+-----------------------------------------------------+
| synthesizer_grids_version | '0.1.dev613+ga9a6aa9' |
+-----------------------------+-----------------------------------------------------+
| synthesizer_version | '0.9.7b1.dev4+g00432846a' |
+-----------------------------+-----------------------------------------------------+
| has_lines | False |
+-----------------------------+-----------------------------------------------------+
| has_spectra | True |
+-----------------------------+-----------------------------------------------------+
| lines_available | False |
+-----------------------------+-----------------------------------------------------+
| ndim | 3 |
+-----------------------------+-----------------------------------------------------+
| new_line_format | False |
+-----------------------------+-----------------------------------------------------+
| nlam | 9244 |
+-----------------------------+-----------------------------------------------------+
| nlines | 0 |
+-----------------------------+-----------------------------------------------------+
| shape | (51, 13, 9244) |
+-----------------------------+-----------------------------------------------------+
| available_spectra_emissions | [incident, linecont, nebular, transmitted, |
| | nebular_continuum, ] |
+-----------------------------+-----------------------------------------------------+
| available_emissions | [nebular, transmitted, nebular_continuum, incident, |
| | linecont, ] |
+-----------------------------+-----------------------------------------------------+
| axes | [ages, metallicities] |
+-----------------------------+-----------------------------------------------------+
| available_spectra | [incident, linecont, nebular, transmitted, |
| | nebular_continuum, ] |
+-----------------------------+-----------------------------------------------------+
| lam (9244,) | 1.30e-04 Å -> 2.99e+11 Å (Mean: 9.73e+09 Å) |
+-----------------------------+-----------------------------------------------------+
| incident_axes | ['ages' 'metallicities'] |
+-----------------------------+-----------------------------------------------------+
| spec_names (4,) | [incident, transmitted, nebular, ...] |
+-----------------------------+-----------------------------------------------------+
| stellar_fraction (51, 13) | 3.24e-01 -> 1.00e+00 (Mean: 6.56e-01) |
+-----------------------------+-----------------------------------------------------+
| spectra | incident: ndarray |
| | linecont: ndarray |
| | nebular: ndarray |
| | transmitted: ndarray |
| | nebular_continuum: ndarray |
+-----------------------------+-----------------------------------------------------+
| _axes_values | ages: ndarray |
| | metallicities: ndarray |
+-----------------------------+-----------------------------------------------------+
| log10_specific_ionising_lum | HI: ndarray |
| | HeII: ndarray |
+-----------------------------+-----------------------------------------------------+
| axes_values | ages: ndarray |
| | metallicities: ndarray |
+-----------------------------+-----------------------------------------------------+
In this instance, its a stellar grid with the incident spectrum defined by the axes_values, ages and metallicities. The grid also contains some useful quantites like the photon rate (log10_specific_ionising_luminosity) available for fully ionising hydrogen and helium.
Since this grid is a cloudy processed grid, there are additional spectra or line data that are available to extract or manipulate. These include (but not limited to)
spectranebular: is the nebular continuum (including line emission) predicted by the photoionisation modellinecont: this is the line contribution to the spectrumtransmitted: this is the incident spectra that is transmitted through the gas in the photoionisation modelling; it has zero flux at shorter wavelength of the lyman-limitwavelength: the wavelength covered
linesid: line id, this is the same as used in cloudy (see Linelist generation)luminosity: the luminosity of the linenebular_continuum: the underlying nebular continuum at the linetransmitted: this is the transmitted luminosity at the linewavelength: the wavelength of the line
A similar structure is also followed for AGN grids, where the axes could either be described by mass (black hole mass), acretion_rate_eddington (the accretion rate normalised to the eddington limit for the mass), cosine_inclination (cosine value describing the inclination of the AGN), or the temperature (blackbody temperature of the big bump component), alpha-ox (X-ray to UV ratio) , alpha-uv (low-energy slope of the big bump component), alpha-x (slope of the
X-ray component).
Limiting the Grid¶
A Grid can be limited in various ways to reduce memory usage and focus on specific wavelength regions or parameter ranges. This can be done either during instantiation or after the grid is loaded using dedicated reduction methods.
Limiting during instantiation¶
Passing a wavelength array¶
If you only care about a grid of specific wavelength values, you can pass this array and the Grid will automatically be interpolated onto the new wavelength array at instantiation using SpectRes.
[7]:
# Define a new set of wavelengths
new_lams = np.logspace(2, 5, 1000) * angstrom
# Create a new grid
grid = Grid(
"test_grid",
# ignore_lines=True,
new_lam=new_lams,
)
print(grid.shape)
(51, 13, 1000)
Passing wavelength limits¶
If you don’t want to modify the underlying grid resolution, but only care about a specific wavelength range, you can instead pass limits to truncate the grid at instantiation.
[8]:
# Create a new grid
grid = Grid("test_grid", lam_lims=(10**3 * angstrom, 10**4 * angstrom))
print(grid.shape)
(51, 13, 692)
Ignoring spectra or lines¶
It is also possible to ignore either spectra or lines. This can be useful if, for example, you have a large multi-dimensional grid and only want to consider lines since these are much smaller in memory.
[9]:
# Create a new grid without spectra
grid = Grid("test_grid", ignore_spectra=True)
print(grid.available_spectra)
# Create a new grid without lines
grid = Grid("test_grid", ignore_lines=True)
[]
Grid reduction methods¶
Beyond limiting during instantiation, grids can also be modified after loading using dedicated reduction methods. These methods return a new Grid object by default, leaving the original grid unchanged. For in-place modification, you can add inplace=True to any reduction method and this will instead modify the existing grid.
Wavelength range reduction¶
You can reduce a grid to a specific rest-frame wavelength range.
[10]:
# Load a fresh grid
grid = Grid("test_grid")
print(
f"Original wavelength range: {grid.lam.min():.0f} - {grid.lam.max():.0f}"
)
print(f"Original grid shape: {grid.shape}")
# Reduce to a specific rest-frame wavelength range (UV-optical)
# Returns a new grid by default, leaving the original unchanged
reduced_grid = grid.reduce_rest_frame_range(1000 * angstrom, 8000 * angstrom)
print(
f"Reduced wavelength range: {reduced_grid.lam.min():.0f} - "
f"{reduced_grid.lam.max():.0f}"
)
print(f"Reduced grid shape: {reduced_grid.shape}")
Original wavelength range: 0 Å - 299293000000 Å
Original grid shape: (51, 13, 9244)
Reduced wavelength range: 999 Å - 7995 Å
Reduced grid shape: (51, 13, 625)
Notice that the code warns you if any lines are now outside the wavelength range and have been removed.
You can also limit to an observer-frame wavelength range at a specific redshift.
[11]:
# Load a fresh grid
grid = Grid("test_grid")
# Reduce to observed wavelength range at redshift z=1
redshift = 1.0
reduced_grid = grid.reduce_observed_range(
2000 * angstrom, 8000 * angstrom, redshift
)
print(
f"Rest-frame range after observed reduction: "
f"{reduced_grid.lam.min():.0f} - {reduced_grid.lam.max():.0f}"
)
print(f"Grid shape: {reduced_grid.shape}")
Rest-frame range after observed reduction: 999 Å - 3997 Å
Grid shape: (51, 13, 417)
You can also reduce to a specific wavelength array (via interpolation using SpectRes).
[12]:
# Load a fresh grid
grid = Grid("test_grid")
# Define a custom wavelength array (lower resolution)
custom_lam = np.logspace(2.5, 4.5, 500) * angstrom
# Reduce the grid to this wavelength array
reduced_grid = grid.reduce_rest_frame_lam(custom_lam)
print(f"New wavelength points: {len(reduced_grid.lam)}")
print(f"Grid shape: {reduced_grid.shape}")
print(f"Original grid unchanged: {len(grid.lam)} wavelength points")
New wavelength points: 500
Grid shape: (51, 13, 500)
Original grid unchanged: 9244 wavelength points
Which can also be done in the observer-frame at a specific redshift.
[13]:
# Load a fresh grid
grid = Grid("test_grid")
# Define a custom observed wavelength array (lower resolution)
redshift = 1.0
custom_lam = np.logspace(2.5, 4.5, 500) * angstrom * (1 + redshift)
# Reduce the grid to this wavelength array at the specified redshift
reduced_grid = grid.reduce_observed_lam(custom_lam, redshift)
print(f"New wavelength points: {len(reduced_grid.lam)}")
print(f"Grid shape: {reduced_grid.shape}")
New wavelength points: 500
Grid shape: (51, 13, 500)
Filter-based reduction¶
You can reduce a grid to the non-zero transmission wavelength range of a set of filters. Again, this can be done in either the rest-frame or observer-frame at a specific redshift.
[14]:
from synthesizer.instruments.filters import UVJ
# Load a fresh grid
grid = Grid("test_grid")
# Get UVJ filter collection
filters = UVJ()
print(f"Filter effective wavelengths: {[f.lam_eff for f in filters]}")
# Reduce grid to rest-frame filter range
reduced_grid = grid.reduce_rest_frame_filters(filters)
print(
f"Grid reduced to filter range: {reduced_grid.lam.min():.0f} - "
f"{reduced_grid.lam.max():.0f}"
)
print(f"Grid shape: {reduced_grid.shape}")
# You can also reduce to observer-frame filter ranges
# For in-place modification, use inplace=True
redshift = 2.0
grid.reduce_observed_filters(filters, redshift, inplace=True)
print(
f"Grid reduced for z={redshift} observations (in-place): "
f"{grid.lam.min():.0f} - {grid.lam.max():.0f}"
)
Filter effective wavelengths: [unyt_quantity(3650, 'Å'), unyt_quantity(5510, 'Å'), unyt_quantity(12200, 'Å')]
Grid reduced to filter range: 3317 Å - 13269 Å
Grid shape: (51, 13, 159)
Grid reduced for z=2.0 observations (in-place): 1108 Å - 4417 Å
Parameter axis reduction¶
Instead of limiting the wavelength range, you might instead be interested in limiting the parameter space of the grid. This can be done using the reduce_axis method.
[15]:
# Load a fresh grid
grid = Grid("test_grid")
print(
f"Original (log10) age range: {grid.log10ages.min():.1f} - "
f"{grid.log10ages.max():.1f}"
)
print(
f"Original metallicity range: {grid.metallicities.min():.3f} - "
f"{grid.metallicities.max():.3f}"
)
print(f"Original grid shape: {grid.shape}")
# Reduce to young stellar populations only (log age < 7.5)
age_reduced_grid = grid.reduce_axis(6, 7.5, "log10ages")
print(
f"Reduced age range: {age_reduced_grid.log10ages.min():.1f} - "
f"{age_reduced_grid.log10ages.max():.1f}"
)
print(f"Grid shape after age reduction: {age_reduced_grid.shape}")
# Further reduce to low metallicity (Z < 0.02)
final_grid = age_reduced_grid.reduce_axis(
age_reduced_grid.metallicities.min(), 0.02, "metallicities"
)
print(
f"Reduced metallicity range: {final_grid.metallicities.min():.3f} - "
f"{final_grid.metallicities.max():.3f}"
)
print(f"Final grid shape: {final_grid.shape}")
Original (log10) age range: 6.0 - 11.0
Original metallicity range: 0.000 dimensionless - 0.040 dimensionless
Original grid shape: (51, 13, 9244)
Reduced age range: 0.8 - 0.9
Grid shape after age reduction: (16, 13, 9244)
Reduced metallicity range: 0.000 dimensionless - 0.020 dimensionless
Final grid shape: (16, 11, 9244)
You can chain these calls together in a single line if you want to.
[16]:
# Load a fresh grid
grid = Grid("test_grid")
reduced_grid = grid.reduce_axis(6, 7.5, "log10ages").reduce_axis(
grid.metallicities.min(), 0.01, "metallicities"
)
print("Original grid shape:", grid.shape)
print("Reduced grid shape:", reduced_grid.shape)
Original grid shape: (51, 13, 9244)
Reduced grid shape: (16, 9, 9244)
Grid collapse methods¶
Beyond reduction, you can also collapse entire parameter dimensions using various methods:
Marginalization¶
Collapse a dimension by marginalizing (e.g., averaging) over it:
[17]:
# Load a fresh grid
grid = Grid("test_grid")
print(f"Original axes: {grid.axes}")
print(f"Original shape: {grid.shape}")
# Collapse over metallicity by averaging
collapsed_grid = grid.collapse(
"metallicities", method="marginalize", marginalize_function=np.mean
)
print(f"Axes after collapse: {collapsed_grid.axes}")
print(f"Shape after collapse: {collapsed_grid.shape}")
print(f"Original grid unchanged: {grid.axes}")
Original axes: ['ages', 'metallicities']
Original shape: (51, 13, 9244)
Axes after collapse: ['ages']
Shape after collapse: (51, 9244)
Original grid unchanged: ['ages', 'metallicities']
Interpolation to specific values¶
Collapse a dimension by interpolating to a specific parameter value:
[18]:
# Load a fresh grid
grid = Grid("test_grid")
# Collapse to a specific age (log10(age) = 6.5)
target_age = 6.5
collapsed_grid = grid.collapse(
"log10ages", method="interpolate", value=target_age
)
print(f"Collapsed to log10(age) = {target_age}")
print(f"Remaining axes: {collapsed_grid.axes}")
print(f"Shape after collapse: {collapsed_grid.shape}")
print(f"Original grid unchanged: {grid.axes}")
Collapsed to log10(age) = 6.5
Remaining axes: ['metallicities']
Shape after collapse: (13, 9244)
Original grid unchanged: ['ages', 'metallicities']
Nearest value extraction¶
Collapse by extracting the nearest grid point:
[19]:
# Load a fresh grid
grid = Grid("test_grid")
# Collapse to nearest metallicity value
target_Z = 0.015
collapsed_grid = grid.collapse(
"metallicities", method="nearest", value=target_Z
)
print(f"Collapsed to nearest Z = {target_Z}")
print(f"Remaining axes: {collapsed_grid.axes}")
print(f"Shape after collapse: {collapsed_grid.shape}")
print(f"Original grid unchanged: {grid.axes}")
Collapsed to nearest Z = 0.015
Remaining axes: ['ages']
Shape after collapse: (51, 9244)
Original grid unchanged: ['ages', 'metallicities']
Combining methods for efficient workflows¶
These methods can be combined for efficient analysis workflows:
[20]:
# Example: Focus on young, metal-poor stars in the optical
# Method 1: Chain operations (returns new grids each time)
grid = Grid("test_grid")
print(f"Starting grid shape: {grid.shape}")
# Chain the operations - each returns a new grid
final_grid = (
grid.reduce_rest_frame_range(
3000 * angstrom, 7000 * angstrom
) # 1. Optical wavelengths
.reduce_axis(
grid.log10ages.min(), 7.0, "log10ages"
) # 2. Young populations
.collapse("metallicities", method="nearest", value=0.02)
) # 3. Solar metallicity
print(f"Final grid shape: {final_grid.shape}")
print(f"Original grid unchanged: {grid.shape}")
# Method 2: In-place operations (modifies the same grid)
grid2 = Grid("test_grid")
print("\nAlternative approach - modifying in-place:")
print(f"Starting grid shape: {grid2.shape}")
# Modify the grid in-place
grid2.reduce_rest_frame_range(3000 * angstrom, 7000 * angstrom, inplace=True)
print(f"After wavelength reduction: {grid2.shape}")
grid2.reduce_axis(grid2.log10ages.min(), 7.0, "log10ages", inplace=True)
print(f"After age reduction: {grid2.shape}")
grid2.collapse("metallicities", method="nearest", value=0.02, inplace=True)
print(f"After metallicity collapse: {grid2.shape}")
Starting grid shape: (51, 13, 9244)
Final grid shape: (11, 255)
Original grid unchanged: (51, 13, 9244)
Alternative approach - modifying in-place:
Starting grid shape: (51, 13, 9244)
After wavelength reduction: (51, 13, 255)
After age reduction: (11, 13, 255)
After metallicity collapse: (11, 255)
Plot a single grid point¶
We can plot the spectra at the location of a single point in our grid. First, we choose some age and metallicity.
[21]:
# Return to the unmodified grid
grid = Grid("test_grid")
log10age = 6.0 # log10(age/yr)
Z = 0.01 # metallicity
We then get the index location of that grid point for this age and metallicity
[22]:
grid_point = grid.get_grid_point(log10ages=log10age, metallicities=Z)
We can then loop over the available spectra (contained in grid.spec_names) and plot
[23]:
for spectra_type in grid.available_spectra:
# Get `Sed` object
sed = grid.get_sed_at_grid_point(grid_point, spectra_type=spectra_type)
# Mask zero valued elements
mask = sed.lnu > 0
plt.plot(
np.log10(sed.lam[mask]),
np.log10(sed.lnu[mask]),
lw=1,
alpha=0.8,
label=spectra_type,
)
plt.legend(fontsize=8, labelspacing=0.0)
plt.xlim(2.3, 8)
plt.ylim(19, 25)
plt.xlabel(r"$\rm log_{10}(\lambda/\AA)$")
plt.ylabel(r"$\rm log_{10}(L_{\nu}/erg\ s^{-1}\ Hz^{-1} M_{\odot}^{-1})$")
[23]:
Text(0, 0.5, '$\\rm log_{10}(L_{\\nu}/erg\\ s^{-1}\\ Hz^{-1} M_{\\odot}^{-1})$')
We can also perform an interpolation on the grid if you want to provide a non-exact grid point value
[24]:
interpolated_values = grid.interpolate_grid_at_axes_value(
spectra_type="nebular", ages=12 * Myr, metallicities=0.007
)
for key in interpolated_values.keys():
print(f"{key}: {interpolated_values[key]}")
spectra: +----------------------------------------------------------------------------------------------------+
| SED |
+---------------------------+------------------------------------------------------------------------+
| Attribute | Value |
+---------------------------+------------------------------------------------------------------------+
| redshift | 0 |
+---------------------------+------------------------------------------------------------------------+
| ndim | 1 |
+---------------------------+------------------------------------------------------------------------+
| nlam | 9244 |
+---------------------------+------------------------------------------------------------------------+
| shape | (9244,) |
+---------------------------+------------------------------------------------------------------------+
| lam (9244,) | 1.30e-04 Å -> 2.99e+11 Å (Mean: 9.73e+09 Å) |
+---------------------------+------------------------------------------------------------------------+
| nu (9244,) | 1.00e+07 Hz -> 2.31e+22 Hz (Mean: 8.51e+19 Hz) |
+---------------------------+------------------------------------------------------------------------+
| lnu (9244,) | 0.00e+00 erg/(Hz*s) -> 3.34e+22 erg/(Hz*s) (Mean: 1.20e+20 erg/(Hz*s)) |
+---------------------------+------------------------------------------------------------------------+
| bolometric_luminosity | 6.649592119497164e+34 erg/s |
+---------------------------+------------------------------------------------------------------------+
| energy (9244,) | 4.14e-08 eV -> 9.56e+07 eV (Mean: 3.52e+05 eV) |
+---------------------------+------------------------------------------------------------------------+
| frequency (9244,) | 1.00e+07 Hz -> 2.31e+22 Hz (Mean: 8.51e+19 Hz) |
+---------------------------+------------------------------------------------------------------------+
| llam (9244,) | 0.00e+00 erg/(s*Å) -> 4.05e+33 erg/(s*Å) (Mean: 7.51e+29 erg/(s*Å)) |
+---------------------------+------------------------------------------------------------------------+
| luminosity (9244,) | 0.00e+00 erg/s -> 4.92e+36 erg/s (Mean: 2.16e+33 erg/s) |
+---------------------------+------------------------------------------------------------------------+
| luminosity_lambda (9244,) | 0.00e+00 erg/(s*Å) -> 4.05e+33 erg/(s*Å) (Mean: 7.51e+29 erg/(s*Å)) |
+---------------------------+------------------------------------------------------------------------+
| luminosity_nu (9244,) | 0.00e+00 erg/(Hz*s) -> 3.34e+22 erg/(Hz*s) (Mean: 1.20e+20 erg/(Hz*s)) |
+---------------------------+------------------------------------------------------------------------+
| wavelength (9244,) | 1.30e-04 Å -> 2.99e+11 Å (Mean: 9.73e+09 Å) |
+---------------------------+------------------------------------------------------------------------+
lines: +---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| LINECOLLECTION |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| Attribute | Value |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| nlines | 254 |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| line2index | mappingproxy({np.str_('He 2 1025.27A'): 0, np.str_('O 6 1031.91A'): 1, np.str_('O 6 1037.61A'): 2, np.str_('He 2 1084.94A'): 3, np.str_('Si 2 1179.59A'): 4, np.str_('Si 3 1206.50A'): 5, np.str_('He 2 1215.13A'): 6, np.str_('H 1 1215.67A'): 7, np.str_('O 5 1218.34A'): 8, np.str_('N 5 1238.82A'): 9, np.str_('N 5 1242.80A'): 10, np.str_('Si 2 1260.42A'): 11, np.str_('Si 2 1264.74A'): 12, np.str_('Si 2 1265.00A'): 13, np.str_('O 1 1302.17A'): 14, np.str_('O 1 1304.86A'): 15, np.str_('O 1 1306.03A'): 16, np.str_('C 2 1334.53A'): 17, np.str_('C 2 1335.66A'): 18, np.str_('C 2 1335.71A'): 19, np.str_('Si 4 1393.75A'): 20, np.str_('O 4 1399.78A'): 21, np.str_('O 4 1401.16A'): 22, np.str_('Si 4 1402.77A'): 23, np.str_('O 4 1404.81A'): 24, np.str_('O 4 1407.38A'): 25, np.str_('N 4 1486.50A'): 26, np.str_('Si 2 1526.71A'): 27, np.str_('Si 2 1533.43A'): 28, np.str_('C 4 1548.19A'): 29, np.str_('C 4 1550.77A'): 30, np.str_('Ne 4 1601.45A'): 31, np.str_('He 2 1640.41A'): 32, np.str_('O 1 1641.31A'): 33, np.str_('C 1 1657.91A'): 34, np.str_('O 3 1660.81A'): 35, np.str_('O 3 1666.15A'): 36, np.str_('Al 2 1670.79A'): 37, np.str_('N 3 1749.67A'): 38, np.str_('Mg 6 1806.00A'): 39, np.str_('Si 3 1882.71A'): 40, np.str_('Si 3 1892.03A'): 41, np.str_('C 3 1906.68A'): 42, np.str_('C 3 1908.73A'): 43, np.str_('C 1 1992.01A'): 44, np.str_('Si 7 2146.64A'): 45, np.str_('O 3 2320.95A'): 46, np.str_('C 2 2325.40A'): 47, np.str_('C 2 2326.93A'): 48, np.str_('Fe 2 2395.63A'): 49, np.str_('Fe 2 2399.24A'): 50, np.str_('Fe 2 2406.66A'): 51, np.str_('Fe 2 2410.52A'): 52, np.str_('C 1 2582.90A'): 53, np.str_('Fe 2 2598.37A'): 54, np.str_('Fe 2 2607.09A'): 55, np.str_('Fe 2 2611.87A'): 56, np.str_('Fe 2 2613.82A'): 57, np.str_('Fe 2 2625.67A'): 58, np.str_('Fe 2 2628.29A'): 59, np.str_('Mg 7 2628.89A'): 60, np.str_('Fe 2 2631.05A'): 61, np.str_('Fe 2 2631.32A'): 62, np.str_('Mg 5 2782.76A'): 63, np.str_('Mg 2 2795.53A'): 64, np.str_('Mg 2 2802.71A'): 65, np.str_('Fe 4 2829.36A'): 66, np.str_('Fe 4 2835.74A'): 67, np.str_('Ar 4 2853.66A'): 68, np.str_('Fe 4 3094.96A'): 69, np.str_('He 1 3187.74A'): 70, np.str_('Ne 5 3345.82A'): 71, np.str_('Ne 5 3425.88A'): 72, np.str_('Fe 7 3586.32A'): 73, np.str_('Fe 6 3662.50A'): 74, np.str_('O 2 3726.03A'): 75, np.str_('O 2 3728.81A'): 76, np.str_('H 1 3734.37A'): 77, np.str_('H 1 3750.15A'): 78, np.str_('Fe 7 3758.92A'): 79, np.str_('H 1 3770.63A'): 80, np.str_('H 1 3797.90A'): 81, np.str_('H 1 3835.38A'): 82, np.str_('Ne 3 3868.76A'): 83, np.str_('He 1 3888.64A'): 84, np.str_('H 1 3889.05A'): 85, np.str_('Fe 5 3891.28A'): 86, np.str_('Ne 3 3967.47A'): 87, np.str_('H 1 3970.07A'): 88, np.str_('S 2 4068.60A'): 89, np.str_('S 2 4076.35A'): 90, np.str_('H 1 4101.73A'): 91, np.str_('Fe 2 4243.97A'): 92, np.str_('Fe 2 4276.84A'): 93, np.str_('Fe 2 4287.39A'): 94, np.str_('Fe 2 4319.62A'): 95, np.str_('H 1 4340.46A'): 96, np.str_('Fe 2 4346.86A'): 97, np.str_('Fe 2 4352.79A'): 98, np.str_('Fe 2 4358.37A'): 99, np.str_('Fe 2 4359.33A'): 100, np.str_('O 3 4363.21A'): 101, np.str_('Fe 2 4413.78A'): 102, np.str_('Fe 2 4416.27A'): 103, np.str_('Fe 2 4452.10A'): 104, np.str_('Fe 2 4474.90A'): 105, np.str_('Fe 3 4658.05A'): 106, np.str_('He 2 4685.68A'): 107, np.str_('Fe 2 4814.54A'): 108, np.str_('H 1 4861.32A'): 109, np.str_('Fe 2 4874.50A'): 110, np.str_('Fe 2 4889.62A'): 111, np.str_('Fe 2 4905.35A'): 112, np.str_('Fe 2 4923.92A'): 113, np.str_('Fe 2 4947.39A'): 114, np.str_('O 3 4958.91A'): 115, np.str_('Fe 2 4973.40A'): 116, np.str_('Fe 3 4985.87A'): 117, np.str_('Fe 2 5005.52A'): 118, np.str_('O 3 5006.84A'): 119, np.str_('Fe 2 5018.44A'): 120, np.str_('Fe 2 5020.25A'): 121, np.str_('Fe 2 5049.30A'): 122, np.str_('Fe 2 5072.41A'): 123, np.str_('Fe 2 5111.64A'): 124, np.str_('Fe 2 5158.01A'): 125, np.str_('Fe 2 5158.79A'): 126, np.str_('Fe 2 5169.03A'): 127, np.str_('Fe 6 5176.04A'): 128, np.str_('Fe 2 5184.80A'): 129, np.str_('Fe 2 5261.63A'): 130, np.str_('Fe 3 5270.40A'): 131, np.str_('Fe 2 5273.36A'): 132, np.str_('Fe 2 5284.10A'): 133, np.str_('Fe 2 5333.66A'): 134, np.str_('Fe 2 5376.47A'): 135, np.str_('Fe 2 5412.67A'): 136, np.str_('Fe 2 5433.15A'): 137, np.str_('Fe 2 5527.36A'): 138, np.str_('Fe 7 5720.71A'): 139, np.str_('He 1 5875.61A'): 140, np.str_('He 1 5875.64A'): 141, np.str_('Fe 7 6086.97A'): 142, np.str_('O 1 6300.30A'): 143, np.str_('O 1 6363.78A'): 144, np.str_('Fe 2 6516.08A'): 145, np.str_('N 2 6548.05A'): 146, np.str_('H 1 6562.80A'): 147, np.str_('N 2 6583.45A'): 148, np.str_('Ni 2 6666.80A'): 149, np.str_('He 1 6678.15A'): 150, np.str_('S 2 6716.44A'): 151, np.str_('S 2 6730.82A'): 152, np.str_('Ar 3 7135.79A'): 153, np.str_('Fe 2 7155.17A'): 154, np.str_('Fe 2 7172.00A'): 155, np.str_('Ca 2 7291.47A'): 156, np.str_('Ca 2 7323.89A'): 157, np.str_('Ni 2 7377.83A'): 158, np.str_('Fe 2 7388.17A'): 159, np.str_('Ni 2 7411.61A'): 160, np.str_('Fe 2 7452.56A'): 161, np.str_('Ar 3 7751.11A'): 162, np.str_('O 1 8446.25A'): 163, np.str_('O 1 8446.36A'): 164, np.str_('O 1 8446.76A'): 165, np.str_('Cl 2 8578.70A'): 166, np.str_('Fe 2 8616.95A'): 167, np.str_('Fe 2 8891.93A'): 168, np.str_('Fe 2 9051.95A'): 169, np.str_('S 3 9068.62A'): 170, np.str_('Fe 2 9226.63A'): 171, np.str_('H 1 9229.02A'): 172, np.str_('Fe 2 9267.56A'): 173, np.str_('Fe 2 9399.04A'): 174, np.str_('Fe 2 9470.94A'): 175, np.str_('S 3 9530.62A'): 176, np.str_('H 1 9545.97A'): 177, np.str_('H 1 1.00494m'): 178, np.str_('S 2 1.02867m'): 179, np.str_('S 2 1.03205m'): 180, np.str_('S 2 1.03364m'): 181, np.str_('He 1 1.08291m'): 182, np.str_('He 1 1.08303m'): 183, np.str_('H 1 1.09381m'): 184, np.str_('O 1 1.12863m'): 185, np.str_('O 1 1.12864m'): 186, np.str_('O 1 1.12869m'): 187, np.str_('O 1 1.12870m'): 188, np.str_('O 1 1.12873m'): 189, np.str_('Ni 2 1.19102m'): 190, np.str_('Fe 2 1.25668m'): 191, np.str_('Fe 2 1.27877m'): 192, np.str_('H 1 1.28181m'): 193, np.str_('Fe 2 1.29427m'): 194, np.str_('Fe 2 1.32055m'): 195, np.str_('Fe 2 1.32777m'): 196, np.str_('Fe 2 1.37181m'): 197, np.str_('Fe 2 1.53348m'): 198, np.str_('Fe 2 1.59948m'): 199, np.str_('Fe 2 1.64355m'): 200, np.str_('Fe 2 1.66377m'): 201, np.str_('Fe 2 1.67688m'): 202, np.str_('Fe 2 1.71113m'): 203, np.str_('Fe 2 1.74494m'): 204, np.str_('Fe 2 1.79711m'): 205, np.str_('Fe 2 1.80002m'): 206, np.str_('Fe 2 1.80940m'): 207, np.str_('H 1 1.87510m'): 208, np.str_('Fe 2 1.89541m'): 209, np.str_('Ni 2 1.93877m'): 210, np.str_('Fe 2 1.95361m'): 211, np.str_('Si 6 1.96247m'): 212, np.str_('H 1 2.16553m'): 213, np.str_('Si 7 2.48071m'): 214, np.str_('O 4 25.8832m'): 215, np.str_('O 3 51.8004m'): 216, np.str_('N 3 57.3238m'): 217, np.str_('O 1 63.1679m'): 218, np.str_('O 3 88.3323m'): 219, np.str_('N 2 121.767m'): 220, np.str_('O 1 145.495m'): 221, np.str_('C 2 157.636m'): 222, np.str_('N 2 205.244m'): 223, np.str_('CO 371.549m'): 224, np.str_('HCN 375.844m'): 225, np.str_('HCN 422.796m'): 226, np.str_('CO 433.438m'): 227, np.str_('HCN 483.168m'): 228, np.str_('CO 520.089m'): 229, np.str_('HCO+ 560.140m'): 230, np.str_('HCN 563.665m'): 231, np.str_('CO 650.074m'): 232, np.str_('HCO+ 672.144m'): 233, np.str_('HCN 676.373m'): 234, np.str_('^13CO 679.978m'): 235, np.str_('HCO+ 840.150m'): 236, np.str_('HCN 845.428m'): 237, np.str_('CO 866.727m'): 238, np.str_('^13CO 906.599m'): 239, np.str_('HCO+ 1120.18m'): 240, np.str_('HCN 1127.22m'): 241, np.str_('CO 1300.05m'): 242, np.str_('^13CO 1359.86m'): 243, np.str_('HCO+ 1680.21m'): 244, np.str_('HCN 1690.78m'): 245, np.str_('HCN 1690.80m'): 246, np.str_('HCN 1690.82m'): 247, np.str_('CO 2600.05m'): 248, np.str_('^13CO 2719.67m'): 249, np.str_('HCO+ 3360.43m'): 250, np.str_('HCN 3381.44m'): 251, np.str_('HCN 3381.52m'): 252, np.str_('HCN 3381.58m'): 253}) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| ndim | 1 |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| nlam | 254 |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| shape | (254,) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| _available_ratios | [BalmerDecrement, N2, S2, O1, R2, R3, R23, |
| | O32, Ne3O2] |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| _available_diagrams | [OHNO, BPT-NII, VO78-SII, VO78-OI] |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| available_diagrams | [OHNO, BPT-NII, VO78-SII, VO78-OI] |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| available_ratios | [BalmerDecrement, N2, S2, O1, R2, R3, R23, |
| | O32, Ne3O2] |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| elements | [He, O, O, He, Si, Si, He, H, O, N, N, Si, |
| | Si, Si, O, O, O, C, C, C, Si, O, O, Si, O, |
| | O, N, Si, Si, C, C, Ne, He, O, C, O, O, Al, |
| | N, Mg, Si, Si, C, C, C, Si, O, C, C, Fe, Fe, |
| | Fe, Fe, C, Fe, Fe, Fe, Fe, Fe, Fe, Mg, Fe, |
| | Fe, Mg, Mg, Mg, Fe, Fe, Ar, Fe, He, Ne, Ne, |
| | Fe, Fe, O, O, H, H, Fe, H, H, H, Ne, He, H, |
| | Fe, Ne, H, S, S, H, Fe, Fe, Fe, Fe, H, Fe, |
| | Fe, Fe, Fe, O, Fe, Fe, Fe, Fe, Fe, He, Fe, |
| | H, Fe, Fe, Fe, Fe, Fe, O, Fe, Fe, Fe, O, Fe, |
| | Fe, Fe, Fe, Fe, Fe, Fe, Fe, Fe, Fe, Fe, Fe, |
| | Fe, Fe, Fe, Fe, Fe, Fe, Fe, Fe, He, He, Fe, |
| | O, O, Fe, N, H, N, Ni, He, S, S, Ar, Fe, Fe, |
| | Ca, Ca, Ni, Fe, Ni, Fe, Ar, O, O, O, Cl, Fe, |
| | Fe, Fe, S, Fe, H, Fe, Fe, Fe, S, H, H, S, |
| | S, S, He, He, H, O, O, O, O, O, Ni, Fe, Fe, |
| | H, Fe, Fe, Fe, Fe, Fe, Fe, Fe, Fe, Fe, Fe, |
| | Fe, Fe, Fe, Fe, H, Fe, Ni, Fe, Si, H, Si, |
| | O, O, N, O, O, N, O, C, N, CO, HCN, HCN, CO, |
| | HCN, CO, HCO+, HCN, CO, HCO+, HCN, ^13CO, |
| | HCO+, HCN, CO, ^13CO, HCO+, HCN, CO, ^13CO, |
| | HCO+, HCN, HCN, HCN, CO, ^13CO, HCO+, HCN, |
| | HCN, HCN] |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| line_ids (254,) | [He 2 1025.27A, O 6 1031.91A, O 6 1037.61A, ...] |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| lam (254,) | 1.03e+03 Å -> 3.38e+07 Å (Mean: 1.63e+06 Å) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| luminosity (254,) | 0.00e+00 erg/s -> 1.34e+34 erg/s (Mean: 1.16e+32 erg/s) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| continuum (254,) | 8.95e+16 erg/(Hz*s) -> 2.54e+21 erg/(Hz*s) (Mean: 4.81e+19 erg/(Hz*s)) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| cont (254,) | 8.95e+16 erg/(Hz*s) -> 2.54e+21 erg/(Hz*s) (Mean: 4.81e+19 erg/(Hz*s)) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| continuum_llam (254,) | 2.96e+22 erg/(s*Å) -> 8.62e+30 erg/(s*Å) (Mean: 1.55e+30 erg/(s*Å)) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| energy (254,) | 3.67e-04 eV -> 1.21e+01 eV (Mean: 3.18e+00 eV) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| equivalent_width (254,) | 0.00e+00 Å -> 7.99e+04 Å (Mean: 9.60e+02 Å) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| lum (254,) | 0.00e+00 erg/s -> 1.34e+34 erg/s (Mean: 1.16e+32 erg/s) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| nu (254,) | 8.87e+10 Hz -> 2.92e+15 Hz (Mean: 7.70e+14 Hz) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| vacuum_wavelengths (254,) | 1.03e+03 Å -> 3.38e+07 Å (Mean: 1.63e+06 Å) |
+---------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
star_fraction: 0.8396312417229479
log10_specific_ionising_luminosity/HI: 45.01498055804258
log10_specific_ionising_luminosity/HeII: 41.55573297826968
Plot ionising luminosities¶
We can also plot properties over the entire age and metallicity grid, such as the ionising luminosity.
In the examples below we plot ionising luminosities for HI and HeII
[25]:
fig, ax, cax = grid.plot_specific_ionising_lum(ion="HI")
[26]:
fig, ax, cax = grid.plot_specific_ionising_lum(ion="HeII")
