[1]:

import numpy as np
import astropy.units as u
import astropy.table
import astropy.io.fits
import plasmapy
import pathlib
import matplotlib.pyplot as plt

from astropy.coordinates import SkyCoord
from astropy.convolution import convolve, Gaussian1DKernel
import ndcube
from ndcube.extra_coords import QuantityTableCoordinate
import fiasco
import aiapy.response
from sunpy.coordinates import get_earth, Helioprojective

from fiasco.io import Parser
from fiasco.util import parse_ion_name
from synthesizAR.instruments import InstrumentDEM

from mocksipipeline.physics.spectral import get_spectral_tables
from mocksipipeline.detector.response import SpectrogramChannel, convolve_with_response

Updated 1D Spectral Predictions#

Using new effective area and inclusion of 2nd order contribution, model 1D AR spectrum.

[2]:

def dem_table_to_ndcube(dem_table):
    temperature = dem_table['temperature_bin_center']
    em = dem_table['dem']*np.gradient(temperature, edge_order=2)
    tab_coord = QuantityTableCoordinate(temperature,
                                        names='temperature',
                                        physical_types='phys.temperature')
    return ndcube.NDCube(em, wcs=tab_coord.wcs, meta=dem_table.meta)

[3]:

def compute_total_flux(dem, spec_table, channels, location, ):
    intensity = InstrumentDEM.calculate_intensity(dem, spec_table, {})
    wcs = channels[0].get_wcs(location.observer)
    pix_grid, _, _ = wcs.world_to_pixel(location, channels[0].wavelength)
    flux_total = np.zeros(pix_grid.shape)
    for chan in channels:
        flux = convolve_with_response(intensity, chan, electrons=False, include_gain=False)
        _pix_grid, _, _ = chan.get_wcs(location.observer).world_to_pixel(location, chan.wavelength)
        flux_total += np.interp(pix_grid, _pix_grid, flux.data)
    return ndcube.NDCube(flux_total, flux.wcs, unit=flux.unit)

[4]:

def degrade_spectra(spec, resolution, chan):
    std = resolution / chan.spectral_order / (2*np.sqrt(2*np.log(2)))  # FWHM is 0.5 so convert to sigma using W = 2\sqrt{2\ln2}\sigma
    std_eff = (std / chan.spectral_resolution).to_value('pix')  # Scale sigma by bin width
    kernel = Gaussian1DKernel(std_eff)
    data_smooth = convolve(spec.data, kernel)
    return ndcube.NDCube(data_smooth, wcs=spec.wcs, meta=spec.meta, unit=spec.unit)

[5]:

dem_ar = dem_table_to_ndcube(Parser('active_region.dem', ascii_dbase_root='/Users/wtbarnes/ssw/packages/chianti/dbase/').parse())

[6]:

dem_flare = dem_table_to_ndcube(Parser('flare_ext.dem', ascii_dbase_root='/Users/wtbarnes/ssw/packages/chianti/dbase/').parse())

[7]:

spec_tables = get_spectral_tables()

WARNING: UnitsWarning: The unit 'Angstrom' has been deprecated in the VOUnit standard. Suggested: 0.1nm. [astropy.units.format.utils]
WARNING: AstropyDeprecationWarning: The truth value of a Quantity is ambiguous. In the future this will raise a ValueError. [astropy.units.quantity]

[8]:

line_list = astropy.table.QTable.read('../data/moxsi-line-list.asdf')

[9]:

earth_observer = get_earth(time='2020-01-01 12:00:00')
flare_loc = SkyCoord(Tx=0*u.arcsec, Ty=0*u.arcsec,
                     frame=Helioprojective(obstime=earth_observer.obstime, observer=earth_observer))
roll_angle = -90 * u.deg
dispersion_angle = 0*u.deg

[10]:

chan_1 = SpectrogramChannel(1)
chan_2 = SpectrogramChannel(2)
chan_3 = SpectrogramChannel(3)

[12]:

flux_tot = compute_total_flux(dem_ar,
                              spec_tables['sun_coronal_1992_feldman_ext_all'],
                              [chan_1, chan_2, chan_3],
                              flare_loc)
blur = 40 * u.arcsec * chan_1.spectral_resolution / chan_1.resolution[0]
flux_tot = degrade_spectra(flux_tot, blur, chan_1)

WARNING: UnitsWarning: The unit 'Angstrom' has been deprecated in the VOUnit standard. Suggested: 0.1nm. [astropy.units.format.utils]

[13]:

pix_grid_1,_,_ = chan_1.get_wcs(flare_loc.observer).world_to_pixel(flare_loc, chan_1.wavelength)
pix_grid_2,_,_ = chan_2.get_wcs(flare_loc.observer).world_to_pixel(flare_loc, chan_2.wavelength)
pix_grid_3,_,_ = chan_3.get_wcs(flare_loc.observer).world_to_pixel(flare_loc, chan_3.wavelength)

[14]:

flux_1 = compute_total_flux(dem_ar, spec_tables['sun_coronal_1992_feldman_ext_all'], [chan_1,], flare_loc)
flux_1 = degrade_spectra(flux_1, blur, chan_1)
flux_2 = compute_total_flux(dem_ar, spec_tables['sun_coronal_1992_feldman_ext_all'], [chan_2,], flare_loc)
flux_2 = degrade_spectra(flux_2, blur, chan_2)
flux_3 = compute_total_flux(dem_ar, spec_tables['sun_coronal_1992_feldman_ext_all'], [chan_3,], flare_loc)
flux_3 = degrade_spectra(flux_3, blur, chan_3)

[20]:

ar_line_labels = line_list[line_list['intensity_scaled (coronal)_active_region']>0.1]
ar_line_labels = ar_line_labels[['ion name', 'wavelength', 'ion id']]
#ar_line_labels = ar_line_labels[np.logical_or(ar_line_labels['ion name'] == 'O VIII', ar_line_labels['ion name'] == 'O VII')]
#ar_line_labels = ar_line_labels[ar_line_labels['wavelength'] > 20*u.angstrom]
#is_iron = ['Si' in i for i in ar_line_labels['ion name']]
#ar_line_labels = ar_line_labels[is_iron]

[21]:

ar_line_labels

[21]:

QTable length=58

ion name	wavelength	ion id
	Angstrom
str9	float64	str5
C V	40.267398834228516	c_5
C V	41.471500396728516	c_5
C VI	33.739601135253906	c_6
C VI	33.73419952392578	c_6
O VII	21.601499557495117	o_7
O VII	21.803600311279297	o_7
O VII	22.097700119018555	o_7
O VIII	18.97249984741211	o_8
O VIII	18.967100143432617	o_8
Mg IX	67.23899841308594	mg_9
Mg IX	62.750999450683594	mg_9
Mg X	63.152000427246094	mg_10
Mg X	65.6729965209961	mg_10
Mg X	63.29499816894531	mg_10
Mg X	65.84500122070312	mg_10
Mg X	57.91999816894531	mg_10
...	...	...
Fe XV	63.957000732421875	fe_15
Fe XV	59.404998779296875	fe_15
Fe XV	69.68199920654297	fe_15
Fe XV	52.9109992980957	fe_15
Fe XVI	66.2490005493164	fe_16
Fe XVI	66.35700225830078	fe_16
Fe XVI	54.125999450683594	fe_16
Fe XVI	62.87099838256836	fe_16
Fe XVI	54.709999084472656	fe_16
Fe XVI	63.71099853515625	fe_16
Fe XVI	50.564998626708984	fe_16
Fe XVI	50.361000061035156	fe_16
Fe XVII	15.012999534606934	fe_17
Fe XVII	15.26200008392334	fe_17
Fe XVII	17.051000595092773	fe_17
Fe XVII	16.77560043334961	fe_17
Fe XVII	17.09600067138672	fe_17

[27]:

fig = plt.figure(figsize=(20,8))
ax = fig.add_subplot()
ax.plot(pix_grid_1, flux_tot.data, color='k', label='total')
ax.plot(pix_grid_1, flux_1.data, label='order=1')
ax.plot(pix_grid_2, flux_2.data, label='order=2')
ax.plot(pix_grid_3, flux_3.data, label='order=3')

# Add vertical lines denoting lines
tick_locations = []
for i, chan in enumerate([chan_1, chan_2, chan_3]):
    line_pos,_,_ = chan.get_wcs(flare_loc.observer).world_to_pixel(flare_loc, ar_line_labels['wavelength'])
    ax.vlines(line_pos, 0, 100, ls=':', color=f'C{i}',)
    tick_locations.append(line_pos)
# Add tick labels for lines
tick_labels = [f'{row["ion name"]}, {row["wavelength"].to_string(format="latex_inline")}' for row in ar_line_labels]
ax_top = ax.secondary_xaxis('top')
ax_top.set_xticks(np.hstack(tick_locations),
                  labels=3*tick_labels,
                  rotation=90,
                  horizontalalignment='center',
                  color='k');
for i, tick in enumerate(ax_top.get_xticklabels()):
    if i < len(tick_labels):
        tick.set_color('C0')
    elif len(tick_labels) <= i < 2*len(tick_labels):
        tick.set_color('C1')
    else:
        tick.set_color('C2')

ax.set_yscale('log')
#ax.set_ylim(1e-3,2e0)
ax.set_ylim(1e-7, 1e-3)
#ax.set_xlim(1800,2000)
#ax.set_xlim(1500,1800)
ax.set_xlim(1000,2000)
ax.legend()

[27]:

<matplotlib.legend.Legend at 0x2a68b26d0>

../_images/reports_updated-1d-spectra-all-orders_16_1.png

[23]:

line_list

[23]:

QTable length=836

atomic number	ionization stage	transition	transition (latex)	ion name	lower level	upper level	max temperature_flare_ext	wavelength	only theoretical_flare_ext	element	ion id	energy	abundance (coronal)	abundance (photospheric)	intensity (coronal)_flare_ext	intensity_scaled (coronal)_flare_ext	intensity (photospheric)_flare_ext	intensity_scaled (photospheric)_flare_ext	max temperature_active_region	only theoretical_active_region	intensity (coronal)_active_region	intensity_scaled (coronal)_active_region	intensity (photospheric)_active_region	intensity_scaled (photospheric)_active_region
							MK	Angstrom				keV			ph / (cm2 s sr)		ph / (cm2 s sr)		MK		ph / (cm2 s sr)		ph / (cm2 s sr)
int16	int16	str48	str93	str9	int16	int16	float32	float64	bool	str2	str5	float64	float64	float64	float64	float64	float64	float64	float32	bool	float64	float64	float64	float64
6	5	1s2 1S0 - 1s.2p 1P1	1s$^{2}$ $^1$S$_{0}$ - 1s 2p $^1$P$_{1}$	C V	1	7	1.0	40.267398834228516	False	C	c_5	0.3079021789900417	0.0003890451449942805	0.0002691534803926914	6533714714604.047	0.001743170922485647	4520226194711.858	0.004636371752013014	1.1220190525054932	False	329912553647.37476	0.14822303764598255	228243722308.20892	0.23036640952282866
6	5	1s2 1S0 - 1s.2p 3P1	1s$^{2}$ $^1$S$_{0}$ - 1s 2p $^3$P$_{1}$	C V	1	4	0.8912505507469177	40.730201721191406	False	C	c_5	0.3044035953514388	0.0003890451449942805	0.0002691534803926914	817185380850.2845	0.00021802203744748316	565354155454.413	0.0005798807235130193	1.0	False	47490837462.94683	0.021336672737326194	32855632191.743896	0.033161192536082684
6	5	1s2 1S0 - 1s.2s 3S1	1s$^{2}$ $^1$S$_{0}$ - 1s 2s $^3$S$_{1}$	C V	1	2	1.0	41.471500396728516	False	C	c_5	0.298962413337186	0.0003890451449942805	0.0002691534803926914	4448601168028.341	0.001186870339549656	3077680065308.1606	0.003156759927903988	1.1220190525054932	False	250709904086.47617	0.11263888912620688	173448876363.1402	0.1750619665656783
6	5	1s2 1S0 - 1s.3p 1P1	1s$^{2}$ $^1$S$_{0}$ - 1s 3p $^1$P$_{1}$	C V	1	17	1.1220190525054932	34.972801208496094	False	C	c_5	0.35451606433824995	0.0003890451449942805	0.0002691534803926914	970088269583.565	0.00025881596268700365	671137109423.0685	0.0006883817317586987	1.1220190525054932	False	44996472231.79761	0.020216004889219277	31129953072.051495	0.031419464444848534
6	6	1s 2S1/2 - 2p 2P1/2	1s $^2$S$_{1/2}$ - 2p $^2$P$_{1/2}$	C VI	1	3	11.220189094543457	33.739601135253906	False	C	c_6	0.3674738119640999	0.0003890451449942805	0.0002691534803926914	157924415453753.56	0.04213364999763524	109257001675175.8	0.11206432033623354	1.5848925113677979	False	523641758655.5146	0.23526165115003184	362271586304.34393	0.3656407447490605
6	6	1s 2S1/2 - 2p 2P3/2	1s $^2$S$_{1/2}$ - 2p $^2$P$_{3/2}$	C VI	1	4	11.220189094543457	33.73419952392578	False	C	c_6	0.3675326528654258	0.0003890451449942805	0.0002691534803926914	289421291045608.6	0.07721653009600904	200230612788695.44	0.20537546508354335	1.5848925113677979	False	855361668545.9404	0.384296697400997	591765693636.9792	0.5972691679898798
6	6	1s 2S1/2 - 3p 2P1/2	1s $^2$S$_{1/2}$ - 3p $^2$P$_{1/2}$	C VI	1	6	11.220189094543457	28.466299057006836	False	C	c_6	0.4355473052008219	0.0003890451449942805	0.0002691534803926914	20029673823547.336	0.00534384290119645	13857148688534.355	0.014213203051238077	1.5848925113677979	False	44602733254.508934	0.020039105930364474	30857552253.10524	0.031144530273704105
6	6	1s 2S1/2 - 3p 2P3/2	1s $^2$S$_{1/2}$ - 3p $^2$P$_{3/2}$	C VI	1	7	11.220189094543457	28.465200424194336	False	C	c_6	0.4355641154306379	0.0003890451449942805	0.0002691534803926914	40066139099582.625	0.010689497736800134	27718995914237.4	0.028431225366837343	1.5848925113677979	False	89273505126.47072	0.04010878023542279	61762175728.982864	0.062336569536800175
6	6	1s 2S1/2 - 4p 2P3/2	1s $^2$S$_{1/2}$ - 4p $^2$P$_{3/2}$	C VI	1	12	11.220189094543457	26.989599227905273	False	C	c_6	0.45937769355615193	0.0003890451449942805	0.0002691534803926914	13444623584008.266	0.0035869758505102174	9301406987764.066	0.009540403235240037	1.5848925113677979	False	27236596864.48879	0.012236852092353524	18843121253.286934	0.01901836398138208
7	6	1s2 1S0 - 1s.2p 1P1	1s$^{2}$ $^1$S$_{0}$ - 1s 2p $^1$P$_{1}$	N VI	1	7	1.9952632188796997	28.78700065612793	False	N	n_6	0.43069509017017915	0.0001	6.760829753919819e-05	4892836634379.657	0.001305390719074276	3307963549878.289	0.003392960462307583	1.5848925113677979	False	158824949992.5355	0.0713568376880472	107378844757.43611	0.10837747770375417
7	6	1s2 1S0 - 1s.2p 3P1	1s$^{2}$ $^1$S$_{0}$ - 1s 2p $^3$P$_{1}$	N VI	1	4	1.778279423713684	29.084299087524414	False	N	n_6	0.4262925438226659	0.0001	6.760829753919819e-05	509016185965.2705	0.00013580363594172906	344137177530.0784	0.0003529796563244003	1.5848925113677979	False	23018449490.165897	0.01034172379199538	15562381820.221409	0.015707113375528797
7	6	1s2 1S0 - 1s.2s 3S1	1s$^{2}$ $^1$S$_{0}$ - 1s 2s $^3$S$_{1}$	N VI	1	2	1.778279423713684	29.534700393676758	False	N	n_6	0.4197916240238709	0.0001	6.760829753919819e-05	2846653696012.6035	0.0007594766784328727	1924574100710.7834	0.001974025327677241	1.5848925113677979	False	121276088983.05888	0.054486893887969234	81992699083.5692	0.08275523858422558
7	7	1s 2S1/2 - 2p 2P1/2	1s $^2$S$_{1/2}$ - 2p $^2$P$_{1/2}$	N VII	1	3	11.220189094543457	24.78459930419922	False	N	n_7	0.5002469352498016	0.0001	6.760829753919819e-05	64856235454392.09	0.017303403764060782	43848196638728.35	0.04497485999933931	2.238720655441284	False	104099923411.5682	0.04676999009643341	70380185958.17046	0.07103472803882507
7	7	1s 2S1/2 - 2p 2P3/2	1s $^2$S$_{1/2}$ - 2p $^2$P$_{3/2}$	N VII	1	4	11.220189094543457	24.779199600219727	False	N	n_7	0.5003559454442621	0.0001	6.760829753919819e-05	129814006106167.66	0.03463389674328	87765039495810.73	0.09002013005648314	2.238720655441284	False	208256728431.46146	0.0935655359490177	140798828603.3424	0.14210827041531116
7	7	1s 2S1/2 - 3p 2P3/2	1s $^2$S$_{1/2}$ - 3p $^2$P$_{3/2}$	N VII	1	7	11.220189094543457	20.909500122070312	False	N	n_7	0.592956300769395	0.0001	6.760829753919819e-05	18382395110423.367	0.004904355032598671	12428024381086.049	0.012747357917886103	2.238720655441284	False	24102987521.20857	0.010828984793816965	16295619519.174498	0.016447170251250934
8	7	1s2 1S0 - 1s.2p 1P1	1s$^{2}$ $^1$S$_{0}$ - 1s 2p $^1$P$_{1}$	O VII	1	7	7.079456329345703	21.601499557495117	False	O	o_7	0.573961072022804	0.0007762471166286928	0.0004897788193684457	119535470268644.78	0.031891621394518864	75421782891895.02	0.07735971799276983	2.238720655441284	False	1570289359709.8772	0.7054992491378178	990785604468.0447	1.0
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
28	19	2s2 2p6 1S0 - 2s2 2p5 4d 3D1	2s$^{2}$ 2p$^{6}$ $^1$S$_{0}$ - 2s$^{2}$ 2p$^{5}$ 4d $^3$D$_{1}$	Ni XIX	1	71	10.0	9.977100372314453	False	Ni	ni_19	1.2426876928816424	6.9183097091893625e-06	1.584893192461114e-06	39634878730894.06	0.010574439065346662	9079826160597.867	0.009313128969836482	6.309576034545898	False	4772477155.884557	0.002144177459513588	1093311353.998908	0.0011034792482536215
28	20	2s.2p6 2S1/2 - 2s2.2p4(1D).3p 2P3/2	2s 2p$^{6}$ $^2$S$_{1/2}$ - 2s$^{2}$ 2p$^{4}$ ($^1$D) 3p $^2$P$_{3/2}$	Ni XX	3	29	11.220189094543457	14.470000267028809	False	Ni	ni_20	0.8568361862142416	6.9183097091893625e-06	1.584893192461114e-06	72730913241022.0	0.01940433867493388	16661689650011.672	0.01708980566602951	6.309576034545898	False	1627427575.072038	0.0007311702936404228	372822118.89548314	0.0003762893982453977
28	20	2s2.2p5 2P3/2 - 2s2.2p4(1D).3d 2D5/2	2s$^{2}$ 2p$^{5}$ $^2$P$_{3/2}$ - 2s$^{2}$ 2p$^{4}$ ($^1$D) 3d $^2$D$_{5/2}$	Ni XX	1	56	11.220189094543457	11.831999778747559	False	Ni	ni_20	1.047871879239709	6.9183097091893625e-06	1.584893192461114e-06	141198889258698.78	0.03767134146412616	32346796800949.223	0.03317793590318014	6.309576034545898	False	2594049884.0822625	0.0011654541464792224	594262496.9110051	0.0005997891917596705
28	20	2s2.2p5 2P3/2 - 2s2.2p4(1D).3d 2P3/2	2s$^{2}$ 2p$^{5}$ $^2$P$_{3/2}$ - 2s$^{2}$ 2p$^{4}$ ($^1$D) 3d $^2$P$_{3/2}$	Ni XX	1	55	11.220189094543457	11.841400146484375	False	Ni	ni_20	1.0470400197565342	6.9183097091893625e-06	1.584893192461114e-06	80957631788627.7	0.021599196758897325	18546321990925.133	0.01902286294501338	6.309576034545898	False	1502058905.2551005	0.0006748446859590477	344101815.8600685	0.0003473019937999782
28	20	2s2.2p5 2P3/2 - 2s2.2p4(1D).3s 2D5/2	2s$^{2}$ 2p$^{5}$ $^2$P$_{3/2}$ - 2s$^{2}$ 2p$^{4}$ ($^1$D) 3s $^2$D$_{5/2}$	Ni XX	1	9	11.220189094543457	12.927000045776367	False	Ni	ni_20	0.9591103735913541	6.9183097091893625e-06	1.584893192461114e-06	50728397448075.77	0.013534148832382817	11621204479054.412	0.011919807073833742	6.309576034545898	False	1316525681.588375	0.0005914883611023491	301598609.7988856	0.00030440350408685507
28	20	2s2.2p5 2P3/2 - 2s2.2p4(3P).3d 2D5/2	2s$^{2}$ 2p$^{5}$ $^2$P$_{3/2}$ - 2s$^{2}$ 2p$^{4}$ ($^3$P) 3d $^2$D$_{5/2}$	Ni XX	1	49	11.220189094543457	11.961000442504883	False	Ni	ni_20	1.036570469411632	6.9183097091893625e-06	1.584893192461114e-06	54333933446386.46	0.014496092502525343	12447185057996.385	0.012767010921375277	6.309576034545898	False	1040709885.8130208	0.00046756990262421635	238412861.33246937	0.00024063012245769744
28	20	2s2.2p5 2P3/2 - 2s2.2p4(3P).3d 2F5/2	2s$^{2}$ 2p$^{5}$ $^2$P$_{3/2}$ - 2s$^{2}$ 2p$^{4}$ ($^3$P) 3d $^2$F$_{5/2}$	Ni XX	1	39	11.220189094543457	12.112000465393066	False	Ni	ni_20	1.0236475699241696	6.9183097091893625e-06	1.584893192461114e-06	52712879676498.195	0.01406360135179621	12075823093512.957	0.012386106947163257	6.309576034545898	False	1024125331.2201306	0.00046011879767962773	234613559.36722803	0.00023679548664132304
28	20	2s2.2p5 2P3/2 - 2s2.2p4(3P).3s 2P3/2	2s$^{2}$ 2p$^{5}$ $^2$P$_{3/2}$ - 2s$^{2}$ 2p$^{4}$ ($^3$P) 3s $^2$P$_{3/2}$	Ni XX	1	5	11.220189094543457	13.255999565124512	False	Ni	ni_20	0.9353062952671851	6.9183097091893625e-06	1.584893192461114e-06	61391984021375.086	0.016379154293431664	14064091033380.428	0.01442546270387717	6.309576034545898	False	1609886614.8705578	0.0007232894949998545	368803717.06307733	0.0003722336249133222
28	20	2s2.2p5 2P3/2 - 2s2.2p4(3P).3s 4P5/2	2s$^{2}$ 2p$^{5}$ $^2$P$_{3/2}$ - 2s$^{2}$ 2p$^{4}$ ($^3$P) 3s $^4$P$_{5/2}$	Ni XX	1	4	11.220189094543457	13.309000015258789	False	Ni	ni_20	0.9315816236460451	6.9183097091893625e-06	1.584893192461114e-06	85350134211318.95	0.02277110016065875	19552586162409.88	0.020054982706009555	6.309576034545898	False	2505577340.4120836	0.0011257052220261165	573994608.0657954	0.000579332809719187
28	21	2s2.2p4 3P2 - 2s2.2p3(2D).3d 3D3	2s$^{2}$ 2p$^{4}$ $^3$P$_{2}$ - 2s$^{2}$ 2p$^{3}$ ($^2$D) 3d $^3$D$_{3}$	Ni XXI	1	40	12.589250564575195	11.318599700927734	False	Ni	ni_21	1.0954022733310183	6.9183097091893625e-06	1.584893192461114e-06	91143782064616.03	0.02431682398150679	20879834208274.453	0.021416333904531435	6.309576034545898	False	169119903.9970099	7.598215229974842e-05	38743131.750594154	3.910344637212956e-05
28	21	2s2.2p4 3P2 - 2s2.2p3(2D).3d 3P2	2s$^{2}$ 2p$^{4}$ $^3$P$_{2}$ - 2s$^{2}$ 2p$^{3}$ ($^2$D) 3d $^3$P$_{2}$	Ni XXI	1	43	12.589250564575195	11.302000045776367	False	Ni	ni_21	1.0970111301630543	6.9183097091893625e-06	1.584893192461114e-06	50422296830006.2	0.01345248231952129	11551080878611.63	0.011847881673148548	6.309576034545898	False	93823295.15263595	4.215290887155348e-05	21493675.194125723	2.1693568313061765e-05
28	21	2s2.2p4 3P2 - 2s2.2p3(4S).3d 3D3	2s$^{2}$ 2p$^{4}$ $^3$P$_{2}$ - 2s$^{2}$ 2p$^{3}$ ($^4$S) 3d $^3$D$_{3}$	Ni XXI	1	28	12.589250564575195	11.539299964904785	False	Ni	ni_21	1.0744516462028142	6.9183097091893625e-06	1.584893192461114e-06	38385391789593.52	0.010241080570334285	8793585238959.753	0.009019533192504432	6.309576034545898	False	74704673.56613338	3.356329887997864e-05	17113852.01832308	1.7273012386480475e-05
28	23	2s2 2p2 3P0 - 2s2 2p 3d 3D1	2s$^{2}$ 2p$^{2}$ $^3$P$_{0}$ - 2s$^{2}$ 2p 3d $^3$D$_{1}$	Ni XXIII	1	39	14.125378608703613	10.310999870300293	True	Ni	ni_23	1.2024459314593063	6.9183097091893625e-06	1.584893192461114e-06	133524420560359.5	0.0356238215975839	30588677591628.797	0.03137464246439144	6.309576034545898	True	1014824.4605358213	4.5594010459765935e-07	232482.852987902	2.3464496450039022e-07
28	24	2s2 2p 2P1/2 - 2s2 3d 2D3/2	2s$^{2}$ 2p $^2$P$_{1/2}$ - 2s$^{2}$ 3d $^2$D$_{3/2}$	Ni XXIV	1	20	15.84892463684082	9.946900367736816	True	Ni	ni_24	1.246460644517443	6.9183097091893625e-06	1.584893192461114e-06	67922124327718.75	0.01812137157701253	15560059752964.203	0.01595986979206392	6.309576034545898	True	17923.962241346857	8.05287371060142e-09	4106.142530813249	4.144330026896028e-09
28	25	2s 2p 1P1 - 2s 3d 1D2	2s 2p $^1$P$_{1}$ - 2s 3d $^1$D$_{2}$	Ni XXV	5	20	19.9526309967041	9.967000007629395	False	Ni	ni_25	1.2439470085110327	6.9183097091893625e-06	1.584893192461114e-06	78721595267674.97	0.021002630484549825	18034075617299.332	0.018497454588341275	6.309576034545898	False	324.9639654335325	1.4599973705009554e-10	74.44494367268248	7.513728836689363e-11
28	25	2s 2p 1P1 - 2s 3s 1S0	2s 2p $^1$P$_{1}$ - 2s 3s $^1$S$_{0}$	Ni XXV	5	12	19.9526309967041	10.288000106811523	False	Ni	ni_25	1.205134109117206	6.9183097091893625e-06	1.584893192461114e-06	43602824326146.56	0.01163307227566863	9988829981808.5	0.010245489311463483	6.309576034545898	False	236.0866112768827	1.060689394329881e-10	54.08431810257703	5.45873071416041e-11
28	25	2s2 1S0 - 2s 3p 1P1	2s$^{2}$ $^1$S$_{0}$ - 2s 3p $^1$P$_{1}$	Ni XXV	1	15	19.9526309967041	9.329999923706055	False	Ni	ni_25	1.3288767357669102	6.9183097091893625e-06	1.584893192461114e-06	38779322008648.805	0.010346179695922168	8883829438587.898	0.009112096183805275	6.309576034545898	False	138.7967040321257	6.235855186305297e-11	31.796487957797932	3.209219816518181e-11

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