Welcome to the DESI MWS data Model!

The DESI MWS data Tree

This hosts the key products from the RVSpecfit and FERRE pipelines. The outputs are groups two pipelines are given separately with the exceptoin of mwsall table that combined the outputs from the two pipelines in one file, as well as identifies duplicates observed in different surveys and programs.

DESI MWS data

rv_output

rv_output represents the top level of the directory tree of RVSpecfit outputs.

Contents:

RVRUN

Results from a given RVSpecfit run

Contents:

healpix

Fit results from spectra grouped by healpix.

Contents:

SURVEY

Fit results from a given survey

Contents:

PROGRAM

Fit results grouped by PROGRAM.

Contents:

PIXGROUP

Fit results from a given healpixel group (HEALPIX//100)

Contents:

rv fits files

Fit results of coadded spectrin within a given healpixel

Contents:

rvmod_coadd
Summary:

This is the file containing the best fit models to spectra from rvspecfit

Naming Convention:

rvmod_coadd-sv3-bright-10016.fits for a sv3 survey, bright program and healpixel 10016

File Type:

FITS, 551 KB This section gives the type of the file and its approximate size.

Contents

Number

EXTNAME

Type

Contents

HDU0

IMAGE

Empty HDU

HDU1

B_WAVELENGTH

IMAGE

Wavelength array of b-channel spectra

HDU2

B_MODEL

IMAGE

Flux array of best-fit model b-channel spectra

HDU3

R_WAVELENGTH

IMAGE

Wavelength array of r-channel spectra

HDU4

R_MODEL

IMAGE

Flux array of best-fit model r-channel spectra

HDU5

Z_WAVELENGTH

IMAGE

Wavelength array of z-channel spectra

HDU6

Z_MODEL

IMAGE

Flux array of best-fit model z-channel spectra

HDU7

FIBERMAP

BINTABLE

Information about objects inherited from targeting

FITS Header Units
HDU0

Empty

Required Header Keywords
None

KEY

Example Value

Type

Comment

TMPLCON0

desi_b

str

Spec arm config name

TMPLREV0

v211202

str

Spec template revision

TMPLSVR0

0.1.0.210117+devfee7ee

str

Spec template soft version

TMPLCON1

desi_r

str

Spec arm config name

TMPLREV1

v211202

str

Spec template revision

TMPLSVR1

0.1.0.210117+devfee7ee

str

Spec template soft version

TMPLCON2

desi_z

str

Spec arm config name

TMPLREV2

v211202

str

Spec template revision

TMPLSVR2

0.1.0.210117+devfee7ee

str

Spec template soft version

RVS_CONF

/global/cfs/cdirs/desi/science/mws/scripts/configs/config_211202.yaml

str

SPGRP

healpix

str

SPGRPVAL

10016

int

HPXPIXEL

10016

int

HPXNSIDE

64

int

HPXNEST

True

str

CHECKSUM

9HDaDFDY9FDaAFDW

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

0

str

data unit checksum updated 2022-03-13T17:03:18

Empty HDU.

HDU1

EXTNAME = B_WAVELENGTH

The wavelength vector for the spectra

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

2751

int

CHECKSUM

fCA2iB32fBA2fB32

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

979185614

str

data unit checksum updated 2022-03-13T17:03:18

Data: FITS image [float64, 2751]

HDU2

EXTNAME = B_MODEL

The best fit model in the B arm of the instrument. This HDU contains as many rows as many there are rows in the rvtab table. They also match one-to-one in terms of order.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

2751

int

NAXIS2

7

int

CHECKSUM

DTaaDRUTDRZYDRZY

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

2579859831

str

data unit checksum updated 2022-03-13T17:03:18

Data: FITS image [float64, 2751x7]

HDU3

EXTNAME = R_WAVELENGTH

The wavelength vector for the R arm of the instrument

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

2326

int

CHECKSUM

fLCriLCofLCofLCo

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

456732359

str

data unit checksum updated 2022-03-13T17:03:18

Data: FITS image [float64, 2326]

HDU4

EXTNAME = R_MODEL

The best fit model in the R arm of the instrument. This HDU contains as many rows as many there are rows in the rvtab table. They also match one-to-one in terms of order.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

2326

int

NAXIS2

7

int

CHECKSUM

3DbXABZW3BbWABZW

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

3703740820

str

data unit checksum updated 2022-03-13T17:03:18

Data: FITS image [float64, 2326x7]

HDU5

EXTNAME = Z_WAVELENGTH

The wavelength vector of the Z arm of the instrument

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

2881

int

CHECKSUM

QiJBSZGAQfGAQZGA

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

3106662670

str

data unit checksum updated 2022-03-13T17:03:18

Data: FITS image [float64, 2881]

HDU6

EXTNAME = Z_MODEL

The best fit model in the Z arm of the instrument. This HDU contains as many rows as many there are rows in the rvtab table. They also match one-to-one in terms of order.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

2881

int

NAXIS2

7

int

CHECKSUM

daGBfY99daGAdY97

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

1748435426

str

data unit checksum updated 2022-03-13T17:03:18

Data: FITS image [float64, 2881x7]

HDU7

EXTNAME = FIBERMAP

The FIBERMAP targeting table for the objects. The same and in the same order as in RVTAB

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

341

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

CHECKSUM

eMIggKIfeKIfeKIf

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

19021304

str

data unit checksum updated 2022-03-13T17:03:18

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

COADD_FIBERSTATUS

int32

bitwise-AND of input FIBERSTATUS

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

PMRA

float32

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMDEC

float32

mas yr^-1

Proper motion in the +Dec direction

REF_EPOCH

float32

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

FA_TARGET

int64

Targeting bit internally used by fiberassign (linked with FA_TYPE)

FA_TYPE

binary

Fiberassign internal target type (science, standard, sky, safe, suppsky)

OBJTYPE

char[3]

Object type: TGT, SKY, NON, BAD

SUBPRIORITY

float64

Random subpriority [0-1) to break assignment ties

OBSCONDITIONS

int32

Bitmask of allowed observing conditions

RELEASE

int16

Imaging surveys release ID

BRICKNAME

char[8]

Brick name from tractor input

BRICKID

int32

Brick ID from tractor input

BRICK_OBJID

int32

Imaging Surveys OBJID on that brick

MORPHTYPE

char[4]

Imaging Surveys morphological type from Tractor

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

FLUX_G

float32

nanomaggy

Flux in the Legacy Survey g-band (AB)

FLUX_R

float32

nanomaggy

Flux in the Legacy Survey r-band (AB)

FLUX_Z

float32

nanomaggy

Flux in the Legacy Survey z-band (AB)

FLUX_W1

float32

nanomaggy

WISE flux in W1 (AB)

FLUX_W2

float32

nanomaggy

WISE flux in W2 (AB)

FLUX_IVAR_G

float32

nanomaggy^-2

Inverse variance of FLUX_G (AB)

FLUX_IVAR_R

float32

nanomaggy^-2

Inverse variance of FLUX_R (AB)

FLUX_IVAR_Z

float32

nanomaggy^-2

Inverse variance of FLUX_Z (AB)

FLUX_IVAR_W1

float32

nanomaggy^-2

Inverse variance of FLUX_W1 (AB)

FLUX_IVAR_W2

float32

nanomaggy^-2

Inverse variance of FLUX_W2 (AB)

FIBERFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERTOTFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

MASKBITS

int16

Bitwise mask from the imaging indicating potential issue or blending

SERSIC

float32

Power-law index for the Sersic profile model (MORPHTYPE=SER)

SHAPE_R

float32

arcsec

Half-light radius of galaxy model (>0)

SHAPE_E1

float32

Ellipticity component 1 of galaxy model for galaxy type MORPHTYPE

SHAPE_E2

float32

Ellipticity component 2 of galaxy model for galaxy type MORPHTYPE

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

GAIA_PHOT_G_MEAN_MAG

float32

mag

Gaia G band magnitude

GAIA_PHOT_BP_MEAN_MAG

float32

mag

Gaia BP band magnitude

GAIA_PHOT_RP_MEAN_MAG

float32

mag

Gaia RP band magnitude

PARALLAX

float32

mas

Reference catalog parallax

PHOTSYS

char[1]

N for the MzLS/BASS photometric system, S for DECaLS

PRIORITY_INIT

int64

Target initial priority from target selection bitmasks and OBSCONDITIONS

NUMOBS_INIT

int64

Initial number of observations for target calculated across target selection bitmasks and OBSCONDITIONS

SV3_DESI_TARGET

int64

DESI (dark time program) target selection bitmask for SV3

SV3_BGS_TARGET

int64

BGS (bright time program) target selection bitmask for SV3

SV3_MWS_TARGET

int64

MWS (bright time program) target selection bitmask for SV3

SV3_SCND_TARGET

int64

Secondary target selection bitmask for SV3

DESI_TARGET

int64

DESI (dark time program) target selection bitmask

BGS_TARGET

int64

BGS (Bright Galaxy Survey) target selection bitmask

MWS_TARGET

int64

Milky Way Survey targeting bits

PLATE_RA

float64

deg

Right Ascension to be used by PlateMaker

PLATE_DEC

float64

deg

Declination to be used by PlateMaker

COADD_NUMEXP

int16

Number of exposures in coadd

COADD_EXPTIME

float32

s

Summed exposure time for coadd

COADD_NUMNIGHT

int16

Number of nights in coadd

COADD_NUMTILE

int16

Number of tiles in coadd

MEAN_DELTA_X

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 X location on focal plane

RMS_DELTA_X

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 X location on focal plane

MEAN_DELTA_Y

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 Y location on focal plane

RMS_DELTA_Y

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 Y location on focal plane

MEAN_FIBER_RA

float64

deg

Mean (over exposures) RA of actual fiber position

STD_FIBER_RA

float32

arcsec

Standard deviation (over exposures) of RA of actual fiber position

MEAN_FIBER_DEC

float64

deg

Mean (over exposures) DEC of actual fiber position

STD_FIBER_DEC

float32

arcsec

Standard deviation (over exposures) of DEC of actual fiber position

MEAN_PSF_TO_FIBER_SPECFLUX

float32

Mean of input exposures fraction of light from point-like source captured by 1.5 arcsec diameter fiber given atmospheric seeing

rvtab_coadd
Summary:

RVspecfit measurements of coadded spectra in a given healpix.

Naming Convention:

rvtab_coadd-sv3-bright-10016.fits, where this would be the file from sv3 survey in bright program in 10016 healpixel

File Type:

FITS, 61 KB This section gives the type of the file and its approximate size.

Contents

Number

EXTNAME

Type

Contents

HDU0

IMAGE

Empty HDU

HDU1

RVTAB

BINTABLE

RVSpecfit results

HDU2

FIBERMAP

BINTABLE

Information about objects inherited from targeting

HDU3

SCORES

BINTABLE

Information about spectra quality*

HDU4

EXP_FIBERMAP

BINTABLE

Fibermap corresponding to different exposures

FITS Header Units
HDU0

Summarize the contents of this HDU.

Required Header Keywords
None

KEY

Example Value

Type

Comment

TMPLCON0

desi_b

str

Spec arm config name

TMPLREV0

v211202

str

Spec template revision

TMPLSVR0

0.1.0.210117+devfee7ee

str

Spec template soft version

TMPLCON1

desi_r

str

Spec arm config name

TMPLREV1

v211202

str

Spec template revision

TMPLSVR1

0.1.0.210117+devfee7ee

str

Spec template soft version

TMPLCON2

desi_z

str

Spec arm config name

TMPLREV2

v211202

str

Spec template revision

TMPLSVR2

0.1.0.210117+devfee7ee

str

Spec template soft version

RVS_CONF

/global/cfs/cdirs/desi/science/mws/scripts/configs/config_211202.yaml

str

CHECKSUM

XbH4YaG1XaG1XaG1

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

0

str

data unit checksum updated 2022-03-13T17:03:18

Empty HDU.

HDU1

EXTNAME = RVTAB

The table of RVSpecfit measurements in a given healpixel.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

231

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

CHECKSUM

cakocTjmcYjmcYjm

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

2504015193

str

data unit checksum updated 2022-03-13T17:03:18

Required Data Table Columns

Name

Type

Units

Description

VRAD

float64

km s-1

Radial velocity

VRAD_ERR

float64

km s-1

Radial velocity error

VRAD_SKEW

float64

Radial velocity posterior skewness

VRAD_KURT

float64

Radial velocity posterior kurtosis

LOGG

float64

Log of surface gravity

TEFF

float64

K

Effective temperature

ALPHAFE

float64

[alpha/Fe] from template fitting

FEH

float64

[Fe/H] from template fitting

LOGG_ERR

float64

Log of surface gravity uncertainty

TEFF_ERR

float64

K

Effective temperature uncertainty

ALPHAFE_ERR

float64

[alpha/Fe] uncertainty from template fitting

FEH_ERR

float64

[Fe/H] uncertainty from template fitting

VSINI

float64

km s-1

Stellar rotation velocity

NEXP

int64

CHISQ_TOT

float64

Total chi-square for all arms

CHISQ_C_TOT

float64

Total chi-square for all arms for polynomial only fit

CHISQ_B

float64

Chi-square in the B arm

CHISQ_C_B

float64

Chi-square in the B arm after fitting continuum only

CHISQ_R

float64

Chi-square in the R arm

CHISQ_C_R

float64

Chi-square in the R arm after fitting continuum only

CHISQ_Z

float64

Chi-square in the Z arm

CHISQ_C_Z

float64

Chi-square in the Z arm after fitting continuum only

RVS_WARN

int64

RVSpecFit warning flag

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

TARGETID

int64

Unique DESI target ID

SN_B

float32

Median S/N in the B arm

SN_R

float32

Median S/N in the R arm

SN_Z

float32

Median S/N in the Z arm

SUCCESS

logical

Did we succeed or fail

HDU2

EXTNAME = FIBERMAP

Information about objects inherited from targeting

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

341

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

CHECKSUM

eMIggKIfeKIfeKIf

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

19021304

str

data unit checksum updated 2022-03-13T17:03:18

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

COADD_FIBERSTATUS

int32

bitwise-AND of input FIBERSTATUS

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

PMRA

float32

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMDEC

float32

mas yr^-1

Proper motion in the +Dec direction

REF_EPOCH

float32

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

FA_TARGET

int64

Targeting bit internally used by fiberassign (linked with FA_TYPE)

FA_TYPE

binary

Fiberassign internal target type (science, standard, sky, safe, suppsky)

OBJTYPE

char[3]

Object type: TGT, SKY, NON, BAD

SUBPRIORITY

float64

Random subpriority [0-1) to break assignment ties

OBSCONDITIONS

int32

Bitmask of allowed observing conditions

RELEASE

int16

Imaging surveys release ID

BRICKNAME

char[8]

Brick name from tractor input

BRICKID

int32

Brick ID from tractor input

BRICK_OBJID

int32

Imaging Surveys OBJID on that brick

MORPHTYPE

char[4]

Imaging Surveys morphological type from Tractor

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

FLUX_G

float32

nanomaggy

Flux in the Legacy Survey g-band (AB)

FLUX_R

float32

nanomaggy

Flux in the Legacy Survey r-band (AB)

FLUX_Z

float32

nanomaggy

Flux in the Legacy Survey z-band (AB)

FLUX_W1

float32

nanomaggy

WISE flux in W1 (AB)

FLUX_W2

float32

nanomaggy

WISE flux in W2 (AB)

FLUX_IVAR_G

float32

nanomaggy^-2

Inverse variance of FLUX_G (AB)

FLUX_IVAR_R

float32

nanomaggy^-2

Inverse variance of FLUX_R (AB)

FLUX_IVAR_Z

float32

nanomaggy^-2

Inverse variance of FLUX_Z (AB)

FLUX_IVAR_W1

float32

nanomaggy^-2

Inverse variance of FLUX_W1 (AB)

FLUX_IVAR_W2

float32

nanomaggy^-2

Inverse variance of FLUX_W2 (AB)

FIBERFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERTOTFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

MASKBITS

int16

Bitwise mask from the imaging indicating potential issue or blending

SERSIC

float32

Power-law index for the Sersic profile model (MORPHTYPE=SER)

SHAPE_R

float32

arcsec

Half-light radius of galaxy model (>0)

SHAPE_E1

float32

Ellipticity component 1 of galaxy model for galaxy type MORPHTYPE

SHAPE_E2

float32

Ellipticity component 2 of galaxy model for galaxy type MORPHTYPE

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

GAIA_PHOT_G_MEAN_MAG

float32

mag

Gaia G band magnitude

GAIA_PHOT_BP_MEAN_MAG

float32

mag

Gaia BP band magnitude

GAIA_PHOT_RP_MEAN_MAG

float32

mag

Gaia RP band magnitude

PARALLAX

float32

mas

Reference catalog parallax

PHOTSYS

char[1]

N for the MzLS/BASS photometric system, S for DECaLS

PRIORITY_INIT

int64

Target initial priority from target selection bitmasks and OBSCONDITIONS

NUMOBS_INIT

int64

Initial number of observations for target calculated across target selection bitmasks and OBSCONDITIONS

SV3_DESI_TARGET

int64

DESI (dark time program) target selection bitmask for SV3

SV3_BGS_TARGET

int64

BGS (bright time program) target selection bitmask for SV3

SV3_MWS_TARGET

int64

MWS (bright time program) target selection bitmask for SV3

SV3_SCND_TARGET

int64

Secondary target selection bitmask for SV3

DESI_TARGET

int64

DESI (dark time program) target selection bitmask

BGS_TARGET

int64

BGS (Bright Galaxy Survey) target selection bitmask

MWS_TARGET

int64

Milky Way Survey targeting bits

PLATE_RA

float64

deg

Right Ascension to be used by PlateMaker

PLATE_DEC

float64

deg

Declination to be used by PlateMaker

COADD_NUMEXP

int16

Number of exposures in coadd

COADD_EXPTIME

float32

s

Summed exposure time for coadd

COADD_NUMNIGHT

int16

Number of nights in coadd

COADD_NUMTILE

int16

Number of tiles in coadd

MEAN_DELTA_X

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 X location on focal plane

RMS_DELTA_X

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 X location on focal plane

MEAN_DELTA_Y

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 Y location on focal plane

RMS_DELTA_Y

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 Y location on focal plane

MEAN_FIBER_RA

float64

deg

Mean (over exposures) RA of actual fiber position

STD_FIBER_RA

float32

arcsec

Standard deviation (over exposures) of RA of actual fiber position

MEAN_FIBER_DEC

float64

deg

Mean (over exposures) DEC of actual fiber position

STD_FIBER_DEC

float32

arcsec

Standard deviation (over exposures) of DEC of actual fiber position

MEAN_PSF_TO_FIBER_SPECFLUX

float32

Mean of input exposures fraction of light from point-like source captured by 1.5 arcsec diameter fiber given atmospheric seeing

HDU3

EXTNAME = SCORES

Information about spectra quality

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

172

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

CHECKSUM

XMRcaJOaRJOaXJOa

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

118963768

str

data unit checksum updated 2022-03-13T17:03:18

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

INTEG_COADD_FLUX_B

float32

MEDIAN_COADD_FLUX_B

float32

MEDIAN_COADD_SNR_B

float32

INTEG_COADD_FLUX_R

float32

MEDIAN_COADD_FLUX_R

float32

MEDIAN_COADD_SNR_R

float32

INTEG_COADD_FLUX_Z

float32

MEDIAN_COADD_FLUX_Z

float32

MEDIAN_COADD_SNR_Z

float32

TSNR2_GPBDARK_B

float32

TSNR2_ELG_B

float32

ELG B template (S/N)^2

TSNR2_GPBBRIGHT_B

float32

TSNR2_LYA_B

float32

LYA B template (S/N)^2

TSNR2_BGS_B

float32

BGS B template (S/N)^2

TSNR2_GPBBACKUP_B

float32

TSNR2_QSO_B

float32

QSO B template (S/N)^2

TSNR2_LRG_B

float32

LRG B template (S/N)^2

TSNR2_GPBDARK_R

float32

TSNR2_ELG_R

float32

ELG R template (S/N)^2

TSNR2_GPBBRIGHT_R

float32

TSNR2_LYA_R

float32

LYA R template (S/N)^2

TSNR2_BGS_R

float32

BGS R template (S/N)^2

TSNR2_GPBBACKUP_R

float32

TSNR2_QSO_R

float32

QSO R template (S/N)^2

TSNR2_LRG_R

float32

LRG R template (S/N)^2

TSNR2_GPBDARK_Z

float32

TSNR2_ELG_Z

float32

ELG Z template (S/N)^2

TSNR2_GPBBRIGHT_Z

float32

TSNR2_LYA_Z

float32

LYA Z template (S/N)^2

TSNR2_BGS_Z

float32

BGS Z template (S/N)^2

TSNR2_GPBBACKUP_Z

float32

TSNR2_QSO_Z

float32

QSO Z template (S/N)^2

TSNR2_LRG_Z

float32

LRG Z template (S/N)^2

TSNR2_GPBDARK

float32

TSNR2_ELG

float32

ELG template (S/N)^2 summed over B,R,Z

TSNR2_GPBBRIGHT

float32

TSNR2_LYA

float32

LYA template (S/N)^2 summed over B,R,Z

TSNR2_BGS

float32

BGS template (S/N)^2 summed over B,R,Z

TSNR2_GPBBACKUP

float32

TSNR2_QSO

float32

QSO template (S/N)^2 summed over B,R,Z

TSNR2_LRG

float32

LRG template (S/N)^2 summed over B,R,Z

HDU4

EXTNAME = EXP_FIBERMAP

The fibermap records corresponding to individual exposures that went into the stack

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

162

int

length of dimension 1

NAXIS2

24

int

length of dimension 2

CHECKSUM

1TAb3T4Z1T9b1T9Z

str

HDU checksum updated 2022-03-13T17:03:18

DATASUM

672476038

str

data unit checksum updated 2022-03-13T17:03:18

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

PRIORITY

int32

Target current priority

SUBPRIORITY

float64

Random subpriority [0-1) to break assignment ties

NIGHT

int32

EXPID

int32

DESI Exposure ID number

MJD

float64

Modified Julian Date when shutter was opened for this exposure

TILEID

int32

Unique DESI tile ID

EXPTIME

float64

s

Length of time shutter was open

PETAL_LOC

int16

Petal location [0-9]

DEVICE_LOC

int32

Device location on focal plane [0-523]

LOCATION

int64

Location on the focal plane PETAL_LOC*1000 + DEVICE_LOC

FIBER

int32

Fiber ID on the CCDs [0-4999]

FIBERSTATUS

int32

Fiber status mask. 0=good

FIBERASSIGN_X

float32

mm

Fiberassign expected CS5 X location on focal plane

FIBERASSIGN_Y

float32

mm

Fiberassign expected CS5 Y location on focal plane

LAMBDA_REF

float32

Angstrom

Requested wavelength at which targets should be centered on fibers

PLATE_RA

float64

deg

Right Ascension to be used by PlateMaker

PLATE_DEC

float64

deg

Declination to be used by PlateMaker

NUM_ITER

int64

Number of positioner iterations

FIBER_X

float64

mm

CS5 X location requested by PlateMaker

FIBER_Y

float64

mm

CS5 Y location requested by PlateMaker

DELTA_X

float64

mm

CS5 X requested minus actual position

DELTA_Y

float64

mm

CS5 Y requested minus actual position

FIBER_RA

float64

deg

RA of actual fiber position

FIBER_DEC

float64

deg

DEC of actual fiber position

PSF_TO_FIBER_SPECFLUX

float64

fraction of light from point-like source captured by 1.5 arcsec diameter fiber given atmospheric seeing

rvpix

Summary:

RVSpecfit measurements from coadded measurements in different surveys, programs.

Naming Convention:

rvpix-{SURVEY}-{PROGRAM}.fits, where survey is sv1, sv2.. program is dark, bright, …

File Type:

FITS, 1 MB

Contents

Number

EXTNAME

Type

Contents

HDU0

IMAGE

Empty HDU

HDU1

RVTAB

BINTABLE

RVSpecfit results

HDU2

FIBERMAP

BINTABLE

Information about objects inherited from targeting

HDU3

SCORES

BINTABLE

Information about spectra quality

HDU4

GAIA

BINTABLE

Gaia crossmatch

FITS Header Units
HDU0

Empty HDU.

HDU1

EXTNAME = RVTAB

This is table of measurements by RVSpecfit of coadded DESI spectra for a given survey/program.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

253

int

length of dimension 1

NAXIS2

728

int

length of dimension 2

CHECKSUM

6AYU89YT6AYT67YT

str

DATASUM

3901465357

str

Required Data Table Columns

Name

Type

Units

Description

VRAD

float64

km s-1

Radial velocity

VRAD_ERR

float64

km s-1

Radial velocity error

VRAD_SKEW

float64

Radial velocity posterior skewness

VRAD_KURT

float64

Radial velocity posterior kurtosis

LOGG

float64

Log of surface gravity

TEFF

float64

K

Effective temperature

ALPHAFE

float64

[alpha/Fe] from template fitting

FEH

float64

[Fe/H] from template fitting

LOGG_ERR

float64

Log of surface gravity uncertainty

TEFF_ERR

float64

K

Effective temperature uncertainty

ALPHAFE_ERR

float64

[alpha/Fe] uncertainty from template fitting

FEH_ERR

float64

[Fe/H] uncertainty from template fitting

VSINI

float64

km s-1

Stellar rotation velocity

NEXP

int64

CHISQ_TOT

float64

Total chi-square for all arms

CHISQ_C_TOT

float64

Total chi-square for all arms for polynomial only fit

CHISQ_B

float64

Chi-square in the B arm

CHISQ_C_B

float64

Chi-square in the B arm after fitting continuum only

CHISQ_R

float64

Chi-square in the R arm

CHISQ_C_R

float64

Chi-square in the R arm after fitting continuum only

CHISQ_Z

float64

Chi-square in the Z arm

CHISQ_C_Z

float64

Chi-square in the Z arm after fitting continuum only

RVS_WARN

int64

RVSpecFit warning flag

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

TARGETID

int64

Unique DESI target ID

SN_B

float32

Median S/N in the B arm

SN_R

float32

Median S/N in the R arm

SN_Z

float32

Median S/N in the Z arm

SUCCESS

logical

Did we succeed or fail

HEALPIX

int64

HEALPixel containing this location at NSIDE=64 in the NESTED scheme

RR_Z

float64

Redrock redshift

RR_SPECTYPE

char[6]

Redrock spectroscopic type

HDU2

EXTNAME = FIBERMAP

FIBERMAP table with information on individual targets copied from original coadd file.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

317

int

length of dimension 1

NAXIS2

728

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

COADD_FIBERSTATUS

int32

bitwise-AND of input FIBERSTATUS

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

PMRA

float32

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMDEC

float32

mas yr^-1

Proper motion in the +Dec direction

REF_EPOCH

float32

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

FA_TARGET

int64

Targeting bit internally used by fiberassign (linked with FA_TYPE)

FA_TYPE

binary

Fiberassign internal target type (science, standard, sky, safe, suppsky)

OBJTYPE

char[3]

Object type: TGT, SKY, NON, BAD

SUBPRIORITY

float64

Random subpriority [0-1) to break assignment ties

OBSCONDITIONS

int32

Bitmask of allowed observing conditions

RELEASE

int16

Imaging surveys release ID

BRICKNAME

char[8]

Brick name from tractor input

BRICKID

int32

Brick ID from tractor input

BRICK_OBJID

int32

Imaging Surveys OBJID on that brick

MORPHTYPE

char[4]

Imaging Surveys morphological type from Tractor

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

FLUX_G

float32

nanomaggy

Flux in the Legacy Survey g-band (AB)

FLUX_R

float32

nanomaggy

Flux in the Legacy Survey r-band (AB)

FLUX_Z

float32

nanomaggy

Flux in the Legacy Survey z-band (AB)

FLUX_W1

float32

nanomaggy

WISE flux in W1 (AB)

FLUX_W2

float32

nanomaggy

WISE flux in W2 (AB)

FLUX_IVAR_G

float32

nanomaggy^-2

Inverse variance of FLUX_G (AB)

FLUX_IVAR_R

float32

nanomaggy^-2

Inverse variance of FLUX_R (AB)

FLUX_IVAR_Z

float32

nanomaggy^-2

Inverse variance of FLUX_Z (AB)

FLUX_IVAR_W1

float32

nanomaggy^-2

Inverse variance of FLUX_W1 (AB)

FLUX_IVAR_W2

float32

nanomaggy^-2

Inverse variance of FLUX_W2 (AB)

FIBERFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERTOTFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

MASKBITS

int16

Bitwise mask from the imaging indicating potential issue or blending

SERSIC

float32

Power-law index for the Sersic profile model (MORPHTYPE=SER)

SHAPE_R

float32

arcsec

Half-light radius of galaxy model (>0)

SHAPE_E1

float32

Ellipticity component 1 of galaxy model for galaxy type MORPHTYPE

SHAPE_E2

float32

Ellipticity component 2 of galaxy model for galaxy type MORPHTYPE

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

GAIA_PHOT_G_MEAN_MAG

float32

mag

Gaia G band magnitude

GAIA_PHOT_BP_MEAN_MAG

float32

mag

Gaia BP band magnitude

GAIA_PHOT_RP_MEAN_MAG

float32

mag

Gaia RP band magnitude

PARALLAX

float32

mas

Reference catalog parallax

PHOTSYS

char[1]

N for the MzLS/BASS photometric system, S for DECaLS

PRIORITY_INIT

int64

Target initial priority from target selection bitmasks and OBSCONDITIONS

NUMOBS_INIT

int64

Initial number of observations for target calculated across target selection bitmasks and OBSCONDITIONS

CMX_TARGET

int64

Target selection bitmask for commissioning

DESI_TARGET

int64

DESI (dark time program) target selection bitmask

BGS_TARGET

int64

BGS (Bright Galaxy Survey) target selection bitmask

MWS_TARGET

int64

Milky Way Survey targeting bits

PLATE_RA

float64

deg

Right Ascension to be used by PlateMaker

PLATE_DEC

float64

deg

Declination to be used by PlateMaker

COADD_NUMEXP

int16

Number of exposures in coadd

COADD_EXPTIME

float32

s

Summed exposure time for coadd

COADD_NUMNIGHT

int16

Number of nights in coadd

COADD_NUMTILE

int16

Number of tiles in coadd

MEAN_DELTA_X

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 X location on focal plane

RMS_DELTA_X

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 X location on focal plane

MEAN_DELTA_Y

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 Y location on focal plane

RMS_DELTA_Y

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 Y location on focal plane

MEAN_FIBER_RA

float64

deg

Mean (over exposures) RA of actual fiber position

STD_FIBER_RA

float32

arcsec

Standard deviation (over exposures) of RA of actual fiber position

MEAN_FIBER_DEC

float64

deg

Mean (over exposures) DEC of actual fiber position

STD_FIBER_DEC

float32

arcsec

Standard deviation (over exposures) of DEC of actual fiber position

MEAN_PSF_TO_FIBER_SPECFLUX

float32

Mean of input exposures fraction of light from point-like source captured by 1.5 arcsec diameter fiber given atmospheric seeing

HDU3

EXTNAME = SCORES

The table with various quality information about spectra.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

172

int

length of dimension 1

NAXIS2

728

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

INTEG_COADD_FLUX_B

float32

MEDIAN_COADD_FLUX_B

float32

MEDIAN_COADD_SNR_B

float32

INTEG_COADD_FLUX_R

float32

MEDIAN_COADD_FLUX_R

float32

MEDIAN_COADD_SNR_R

float32

INTEG_COADD_FLUX_Z

float32

MEDIAN_COADD_FLUX_Z

float32

MEDIAN_COADD_SNR_Z

float32

TSNR2_GPBDARK_B

float32

TSNR2_ELG_B

float32

ELG B template (S/N)^2

TSNR2_GPBBRIGHT_B

float32

TSNR2_LYA_B

float32

LYA B template (S/N)^2

TSNR2_BGS_B

float32

BGS B template (S/N)^2

TSNR2_GPBBACKUP_B

float32

TSNR2_QSO_B

float32

QSO B template (S/N)^2

TSNR2_LRG_B

float32

LRG B template (S/N)^2

TSNR2_GPBDARK_R

float32

TSNR2_ELG_R

float32

ELG R template (S/N)^2

TSNR2_GPBBRIGHT_R

float32

TSNR2_LYA_R

float32

LYA R template (S/N)^2

TSNR2_BGS_R

float32

BGS R template (S/N)^2

TSNR2_GPBBACKUP_R

float32

TSNR2_QSO_R

float32

QSO R template (S/N)^2

TSNR2_LRG_R

float32

LRG R template (S/N)^2

TSNR2_GPBDARK_Z

float32

TSNR2_ELG_Z

float32

ELG Z template (S/N)^2

TSNR2_GPBBRIGHT_Z

float32

TSNR2_LYA_Z

float32

LYA Z template (S/N)^2

TSNR2_BGS_Z

float32

BGS Z template (S/N)^2

TSNR2_GPBBACKUP_Z

float32

TSNR2_QSO_Z

float32

QSO Z template (S/N)^2

TSNR2_LRG_Z

float32

LRG Z template (S/N)^2

TSNR2_GPBDARK

float32

TSNR2_ELG

float32

ELG template (S/N)^2 summed over B,R,Z

TSNR2_GPBBRIGHT

float32

TSNR2_LYA

float32

LYA template (S/N)^2 summed over B,R,Z

TSNR2_BGS

float32

BGS template (S/N)^2 summed over B,R,Z

TSNR2_GPBBACKUP

float32

TSNR2_QSO

float32

QSO template (S/N)^2 summed over B,R,Z

TSNR2_LRG

float32

LRG template (S/N)^2 summed over B,R,Z

HDU4

EXTNAME = GAIA

The Gaia DR3 measurements for each object in the catalog.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

632

int

length of dimension 1

NAXIS2

728

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

SOLUTION_ID

int64

DESIGNATION

char[20]

SOURCE_ID

int64

RANDOM_INDEX

int64

REF_EPOCH

float64

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

RA

float64

deg

Target Right Ascension

RA_ERROR

float32

DEC

float64

deg

Target declination

DEC_ERROR

float32

PARALLAX

float64

mas

Reference catalog parallax

PARALLAX_ERROR

float32

PARALLAX_OVER_ERROR

float32

PM

float32

PMRA

float64

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMRA_ERROR

float32

PMDEC

float64

mas yr^-1

Proper motion in the +Dec direction

PMDEC_ERROR

float32

RA_DEC_CORR

float32

RA_PARALLAX_CORR

float32

RA_PMRA_CORR

float32

RA_PMDEC_CORR

float32

DEC_PARALLAX_CORR

float32

DEC_PMRA_CORR

float32

DEC_PMDEC_CORR

float32

PARALLAX_PMRA_CORR

float32

PARALLAX_PMDEC_CORR

float32

PMRA_PMDEC_CORR

float32

ASTROMETRIC_N_OBS_AL

int16

ASTROMETRIC_N_OBS_AC

int16

ASTROMETRIC_N_GOOD_OBS_AL

int16

ASTROMETRIC_N_BAD_OBS_AL

int16

ASTROMETRIC_GOF_AL

float32

ASTROMETRIC_CHI2_AL

float32

ASTROMETRIC_EXCESS_NOISE

float32

ASTROMETRIC_EXCESS_NOISE_SIG

float32

ASTROMETRIC_PARAMS_SOLVED

int16

ASTROMETRIC_PRIMARY_FLAG

logical

NU_EFF_USED_IN_ASTROMETRY

float32

PSEUDOCOLOUR

float32

PSEUDOCOLOUR_ERROR

float32

RA_PSEUDOCOLOUR_CORR

float32

DEC_PSEUDOCOLOUR_CORR

float32

PARALLAX_PSEUDOCOLOUR_CORR

float32

PMRA_PSEUDOCOLOUR_CORR

float32

PMDEC_PSEUDOCOLOUR_CORR

float32

ASTROMETRIC_MATCHED_TRANSITS

int16

VISIBILITY_PERIODS_USED

int16

ASTROMETRIC_SIGMA5D_MAX

float32

MATCHED_TRANSITS

int16

NEW_MATCHED_TRANSITS

int16

MATCHED_TRANSITS_REMOVED

int16

IPD_GOF_HARMONIC_AMPLITUDE

float32

IPD_GOF_HARMONIC_PHASE

float32

IPD_FRAC_MULTI_PEAK

int16

IPD_FRAC_ODD_WIN

int16

RUWE

float32

SCAN_DIRECTION_STRENGTH_K1

float32

SCAN_DIRECTION_STRENGTH_K2

float32

SCAN_DIRECTION_STRENGTH_K3

float32

SCAN_DIRECTION_STRENGTH_K4

float32

SCAN_DIRECTION_MEAN_K1

float32

SCAN_DIRECTION_MEAN_K2

float32

SCAN_DIRECTION_MEAN_K3

float32

SCAN_DIRECTION_MEAN_K4

float32

DUPLICATED_SOURCE

logical

PHOT_G_N_OBS

int16

PHOT_G_MEAN_FLUX

float64

PHOT_G_MEAN_FLUX_ERROR

float32

PHOT_G_MEAN_FLUX_OVER_ERROR

float32

PHOT_G_MEAN_MAG

float32

PHOT_BP_N_OBS

int16

PHOT_BP_MEAN_FLUX

float64

PHOT_BP_MEAN_FLUX_ERROR

float32

PHOT_BP_MEAN_FLUX_OVER_ERROR

float32

PHOT_BP_MEAN_MAG

float32

PHOT_RP_N_OBS

int16

PHOT_RP_MEAN_FLUX

float64

PHOT_RP_MEAN_FLUX_ERROR

float32

PHOT_RP_MEAN_FLUX_OVER_ERROR

float32

PHOT_RP_MEAN_MAG

float32

PHOT_BP_RP_EXCESS_FACTOR

float32

PHOT_BP_N_CONTAMINATED_TRANSITS

int16

PHOT_BP_N_BLENDED_TRANSITS

int16

PHOT_RP_N_CONTAMINATED_TRANSITS

int16

PHOT_RP_N_BLENDED_TRANSITS

int16

PHOT_PROC_MODE

int16

BP_RP

float32

BP_G

float32

G_RP

float32

RADIAL_VELOCITY

float32

RADIAL_VELOCITY_ERROR

float32

RV_METHOD_USED

int16

RV_NB_TRANSITS

int16

RV_NB_DEBLENDED_TRANSITS

int16

RV_VISIBILITY_PERIODS_USED

int16

RV_EXPECTED_SIG_TO_NOISE

float32

RV_RENORMALISED_GOF

float32

RV_CHISQ_PVALUE

float32

RV_TIME_DURATION

float32

RV_AMPLITUDE_ROBUST

float32

RV_TEMPLATE_TEFF

float32

RV_TEMPLATE_LOGG

float32

RV_TEMPLATE_FE_H

float32

RV_ATM_PARAM_ORIGIN

int16

VBROAD

float32

VBROAD_ERROR

float32

VBROAD_NB_TRANSITS

int16

GRVS_MAG

float32

GRVS_MAG_ERROR

float32

GRVS_MAG_NB_TRANSITS

int16

RVS_SPEC_SIG_TO_NOISE

float32

PHOT_VARIABLE_FLAG

char[20]

L

float64

B

float64

ECL_LON

float64

ECL_LAT

float64

IN_QSO_CANDIDATES

logical

IN_GALAXY_CANDIDATES

logical

NON_SINGLE_STAR

int16

HAS_XP_CONTINUOUS

logical

HAS_XP_SAMPLED

logical

HAS_RVS

logical

HAS_EPOCH_PHOTOMETRY

logical

HAS_EPOCH_RV

logical

HAS_MCMC_GSPPHOT

logical

HAS_MCMC_MSC

logical

IN_ANDROMEDA_SURVEY

logical

CLASSPROB_DSC_COMBMOD_QUASAR

float32

CLASSPROB_DSC_COMBMOD_GALAXY

float32

CLASSPROB_DSC_COMBMOD_STAR

float32

TEFF_GSPPHOT

float32

TEFF_GSPPHOT_LOWER

float32

TEFF_GSPPHOT_UPPER

float32

LOGG_GSPPHOT

float32

LOGG_GSPPHOT_LOWER

float32

LOGG_GSPPHOT_UPPER

float32

MH_GSPPHOT

float32

MH_GSPPHOT_LOWER

float32

MH_GSPPHOT_UPPER

float32

DISTANCE_GSPPHOT

float32

DISTANCE_GSPPHOT_LOWER

float32

DISTANCE_GSPPHOT_UPPER

float32

AZERO_GSPPHOT

float32

AZERO_GSPPHOT_LOWER

float32

AZERO_GSPPHOT_UPPER

float32

AG_GSPPHOT

float32

AG_GSPPHOT_LOWER

float32

AG_GSPPHOT_UPPER

float32

EBPMINRP_GSPPHOT

float32

EBPMINRP_GSPPHOT_LOWER

float32

EBPMINRP_GSPPHOT_UPPER

float32

LIBNAME_GSPPHOT

char[20]

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

sp_output

sp_output outputs from FERRE

Contents:

RVRUN

Results from a given FERRE run

Contents:

healpix

grouping by healpix

Contents:

SURVEY

grouping by survey

Contents:

PROGRAM

grouping by program

Contents:

PIXGROUP

grouping by parts of healpixel

Contents:

FERRE fits files

SP fits of individiual spectra in healpix pixels

Contents:

spmod_coadd
Summary:

This is the file containing the best-fit models to spectra from FERRE for a given healpix.

Naming Convention:

spmod_coadd-{SURVEY}-{PROGRAM}-{HEALPIX}.fits, where SURVEY is main, special, sv1, sv2, sv3, and PROGRAM is dark, bright, backup, other.

Regex:

spmod_coadd-.*-.*-.*.fits

File Type:

FITS, 50 MB

Contents

Number

EXTNAME

Type

Contents

HDU00

IMAGE

Empty HDU

HDU01

B_WAVELENGTH

IMAGE

Wavelength array of b-channel spectra

HDU02

B_MODEL

BINTABLE

Flux array of best-fit model b-channel spectra and auxiliary quantities

HDU03

R_WAVELENGTH

IMAGE

Wavelength array of r-channel spectra

HDU04

R_MODEL

BINTABLE

Flux array of best-fit model r-channel spectra and auxiliary quantities

HDU05

Z_WAVELENGTH

IMAGE

Wavelength array of z-channel spectra

HDU06

Z_MODEL

BINTABLE

Flux array of best-fit model z-channel spectra and auxiliary quantities

HDU07

FIBERMAP

BINTABLE

Information about objects inherited from targeting

HDU08

SCORES

BINTABLE

Information about spectra quality

HDU09

FILTER

BINTABLE

Spectral filters used for the determination of chemical abundances

FITS Header Units
HDU00

Empty HDU.

Required Header Keywords
None

KEY

Example Value

Type

Comment

DATE

2022-04-03T16:48:32

str

Date of processing

FCONFIG

desi-ms.yaml

str

FERRE config information

HOST

login1

str

machine used

OS

posix

str

Operative system

PLATFORM

Linux 4.4.90-92.45-default

str

OS details

NSPEC

7

int

Number of spectra included

FTIME

234.041

float

Compute time used by FERRE

STIME

900.0

float

Compute time estimated for Slurm

NCORES

16

int

Number of cores in node

NTHREADS

12

int

Maximum number of cores for FERRE

NUMPY

1.17.2

str

NumPy version

ASTROPY

3.2.2

str

AstroPy version

MATPLOTL

3.1.1

str

Matplotlib version

SCIPY

1.3.1

str

SciPy version

YAML

5.1.2

str

Yaml version

PYTHON

3.7.4

str

Python version

PIFERRE

0.4

str

Piferre version

FERRE

5.0.0

str

FERRE version

HDU01

EXTNAME = B_WAVELENGTH

Wavelength array for the b-channel spectra.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

4759

int

Data: FITS image [float64, 4759]

HDU02

EXTNAME = B_MODEL

Best-fit b-channel model fluxes and associated quantities.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

190360

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

obs

float64[4759]

cgs

Normalized b-channel observed flux as fit by FERRE

err

float64[4759]

cgs

Normalized b-channel observed flux uncertainties

flx

float64[4759]

cgs

Best-fit b-channel model flux in absolute units (f_lambda in cgs units)

fit

float64[4759]

cgs

Best-fit b-channel normalized model flux

abu

float64[4759]

cgs

Best-fit b-channel normalized model flux from the chemical abundance determinations

HDU03

EXTNAME = R_WAVELENGTH

Wavelength array for the r-channel spectra.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

4231

int

Data: FITS image [float64, 4231]

HDU04

EXTNAME = R_MODEL

Best-fit r-channel model fluxes and associated quantities.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

169240

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

obs

float64[4231]

cgs

Normalized r-channel observed flux as fit by FERRE

err

float64[4231]

cgs

Normalized r-channel observed flux uncertainties

flx

float64[4231]

cgs

Best-fit r-channel model flux in absolute units (f_lambda in cgs units)

fit

float64[4231]

cgs

Best-fit r-channel normalized model flux

abu

float64[4231]

cgs

Best-fit r-channel normalized model flux from the chemical abundance determinations

HDU05

EXTNAME = Z_WAVELENGTH

Wavelength array for the z-channel spectra.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

4797

int

Data: FITS image [float64, 4797]

HDU06

EXTNAME = Z_MODEL

Best-fit z-channel model fluxes and associated quantities.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

191880

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

obs

float64[4797]

cgs

Normalized z-channel observed flux as fit by FERRE

err

float64[4797]

cgs

Normalized z-channel observed flux uncertainties

flx

float64[4797]

cgs

Best-fit z-channel model flux in absolute units (f_lambda in cgs units)

fit

float64[4797]

cgs

Best-fit z-channel normalized model flux

abu

float64[4797]

cgs

Best-fit z-channel normalized model flux from the chemical abundance determinations

HDU07

EXTNAME = FIBERMAP

The FIBERMAP targeting table for the objects. The same and in the same order

as in SPTAB.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

341

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

COADD_FIBERSTATUS

int32

bitwise-AND of input FIBERSTATUS

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

PMRA

float32

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMDEC

float32

mas yr^-1

Proper motion in the +Dec direction

REF_EPOCH

float32

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

FA_TARGET

int64

Targeting bit internally used by fiberassign (linked with FA_TYPE)

FA_TYPE

binary

Fiberassign internal target type (science, standard, sky, safe, suppsky)

OBJTYPE

char[3]

Object type: TGT, SKY, NON, BAD

SUBPRIORITY

float64

Random subpriority [0-1) to break assignment ties

OBSCONDITIONS

int32

Bitmask of allowed observing conditions

RELEASE

int16

Imaging surveys release ID

BRICKNAME

char[8]

Brick name from tractor input

BRICKID

int32

Brick ID from tractor input

BRICK_OBJID

int32

Imaging Surveys OBJID on that brick

MORPHTYPE

char[4]

Imaging Surveys morphological type from Tractor

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

FLUX_G

float32

nanomaggy

Flux in the Legacy Survey g-band (AB)

FLUX_R

float32

nanomaggy

Flux in the Legacy Survey r-band (AB)

FLUX_Z

float32

nanomaggy

Flux in the Legacy Survey z-band (AB)

FLUX_W1

float32

nanomaggy

WISE flux in W1 (AB)

FLUX_W2

float32

nanomaggy

WISE flux in W2 (AB)

FLUX_IVAR_G

float32

nanomaggy^-2

Inverse variance of FLUX_G (AB)

FLUX_IVAR_R

float32

nanomaggy^-2

Inverse variance of FLUX_R (AB)

FLUX_IVAR_Z

float32

nanomaggy^-2

Inverse variance of FLUX_Z (AB)

FLUX_IVAR_W1

float32

nanomaggy^-2

Inverse variance of FLUX_W1 (AB)

FLUX_IVAR_W2

float32

nanomaggy^-2

Inverse variance of FLUX_W2 (AB)

FIBERFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERTOTFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

MASKBITS

int16

Bitwise mask from the imaging indicating potential issue or blending

SERSIC

float32

Power-law index for the Sersic profile model (MORPHTYPE=SER)

SHAPE_R

float32

arcsec

Half-light radius of galaxy model (>0)

SHAPE_E1

float32

Ellipticity component 1 of galaxy model for galaxy type MORPHTYPE

SHAPE_E2

float32

Ellipticity component 2 of galaxy model for galaxy type MORPHTYPE

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

GAIA_PHOT_G_MEAN_MAG

float32

mag

Gaia G band magnitude

GAIA_PHOT_BP_MEAN_MAG

float32

mag

Gaia BP band magnitude

GAIA_PHOT_RP_MEAN_MAG

float32

mag

Gaia RP band magnitude

PARALLAX

float32

mas

Reference catalog parallax

PHOTSYS

char[1]

N for the MzLS/BASS photometric system, S for DECaLS

PRIORITY_INIT

int64

Target initial priority from target selection bitmasks and OBSCONDITIONS

NUMOBS_INIT

int64

Initial number of observations for target calculated across target selection bitmasks and OBSCONDITIONS

SV3_DESI_TARGET

int64

DESI (dark time program) target selection bitmask for SV3

SV3_BGS_TARGET

int64

BGS (bright time program) target selection bitmask for SV3

SV3_MWS_TARGET

int64

MWS (bright time program) target selection bitmask for SV3

SV3_SCND_TARGET

int64

Secondary target selection bitmask for SV3

DESI_TARGET

int64

DESI (dark time program) target selection bitmask

BGS_TARGET

int64

BGS (Bright Galaxy Survey) target selection bitmask

MWS_TARGET

int64

Milky Way Survey targeting bits

PLATE_RA

float64

deg

Right Ascension to be used by PlateMaker

PLATE_DEC

float64

deg

Declination to be used by PlateMaker

COADD_NUMEXP

int16

Number of exposures in coadd

COADD_EXPTIME

float32

s

Summed exposure time for coadd

COADD_NUMNIGHT

int16

Number of nights in coadd

COADD_NUMTILE

int16

Number of tiles in coadd

MEAN_DELTA_X

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 X location on focal plane

RMS_DELTA_X

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 X location on focal plane

MEAN_DELTA_Y

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 Y location on focal plane

RMS_DELTA_Y

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 Y location on focal plane

MEAN_FIBER_RA

float64

deg

Mean (over exposures) RA of actual fiber position

STD_FIBER_RA

float32

arcsec

Standard deviation (over exposures) of RA of actual fiber position

MEAN_FIBER_DEC

float64

deg

Mean (over exposures) DEC of actual fiber position

STD_FIBER_DEC

float32

arcsec

Standard deviation (over exposures) of DEC of actual fiber position

MEAN_PSF_TO_FIBER_SPECFLUX

float32

Mean of input exposures fraction of light from point-like source captured by 1.5 arcsec diameter fiber given atmospheric seeing

HDU08

EXTNAME = SCORES

The table with various quality information about spectra.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

172

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

INTEG_COADD_FLUX_B

float32

MEDIAN_COADD_FLUX_B

float32

MEDIAN_COADD_SNR_B

float32

INTEG_COADD_FLUX_R

float32

MEDIAN_COADD_FLUX_R

float32

MEDIAN_COADD_SNR_R

float32

INTEG_COADD_FLUX_Z

float32

MEDIAN_COADD_FLUX_Z

float32

MEDIAN_COADD_SNR_Z

float32

TSNR2_GPBDARK_B

float32

TSNR2_ELG_B

float32

ELG B template (S/N)^2

TSNR2_GPBBRIGHT_B

float32

TSNR2_LYA_B

float32

LYA B template (S/N)^2

TSNR2_BGS_B

float32

BGS B template (S/N)^2

TSNR2_GPBBACKUP_B

float32

TSNR2_QSO_B

float32

QSO B template (S/N)^2

TSNR2_LRG_B

float32

LRG B template (S/N)^2

TSNR2_GPBDARK_R

float32

TSNR2_ELG_R

float32

ELG R template (S/N)^2

TSNR2_GPBBRIGHT_R

float32

TSNR2_LYA_R

float32

LYA R template (S/N)^2

TSNR2_BGS_R

float32

BGS R template (S/N)^2

TSNR2_GPBBACKUP_R

float32

TSNR2_QSO_R

float32

QSO R template (S/N)^2

TSNR2_LRG_R

float32

LRG R template (S/N)^2

TSNR2_GPBDARK_Z

float32

TSNR2_ELG_Z

float32

ELG Z template (S/N)^2

TSNR2_GPBBRIGHT_Z

float32

TSNR2_LYA_Z

float32

LYA Z template (S/N)^2

TSNR2_BGS_Z

float32

BGS Z template (S/N)^2

TSNR2_GPBBACKUP_Z

float32

TSNR2_QSO_Z

float32

QSO Z template (S/N)^2

TSNR2_LRG_Z

float32

LRG Z template (S/N)^2

TSNR2_GPBDARK

float32

TSNR2_ELG

float32

ELG template (S/N)^2 summed over B,R,Z

TSNR2_GPBBRIGHT

float32

TSNR2_LYA

float32

LYA template (S/N)^2 summed over B,R,Z

TSNR2_BGS

float32

BGS template (S/N)^2 summed over B,R,Z

TSNR2_GPBBACKUP

float32

TSNR2_QSO

float32

QSO template (S/N)^2 summed over B,R,Z

TSNR2_LRG

float32

LRG template (S/N)^2 summed over B,R,Z

HDU09

EXTNAME = FILTER

Summarize the contents of this HDU.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

32

int

length of dimension 1

NAXIS2

13787

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

Fe

float64

FERRE array of weights used to derive the iron abundance

Ca

float64

FERRE array of weights used to derive the calcium abundance

C

float64

FERRE array of weights used to derive the carbon abundance

Mg

float64

FERRE array of weights used to derive the magnesium abundance

Notes and Examples

https://data.desi.lbl.gov/desi/science/mws/redux/edr/v1/sp_output/220309/healpix/sv3/dark/105/10517/spmod_coadd-sv3-dark-10517.fits

sptab_coadd
Summary:

FERRE results from coadded spectra for a given HEALPIX.

Naming Convention:

sptab_coadd-{SURVEY}-{PROGRAM}-{HEALPIX}.fits, where SURVEY is main, special, sv1, sv2, sv3, and PROGRAM is dark, bright, backup, other.

Regex:

sptab_coadd-.*-.*-.*.fits

File Type:

FITS, 100 KB

Contents

Number

EXTNAME

Type

Contents

HDU0

IMAGE

Empty HDU

HDU1

SPTAB

BINTABLE

FERRE results

HDU2

FIBERMAP

BINTABLE

Information about objects inherited from targeting

HDU3

SCORES

BINTABLE

Information about spectra quality

HDU4

AUX

BINTABLE

Auxiliary information: names of the parameters and chemical elements in the order used in building the PARAM and ELEM arrays in SPTAB

FITS Header Units
HDU0

Empty HDU.

Required Header Keywords
None

KEY

Example Value

Type

Comment

DATE

2022-04-03T16:48:32

str

Date of processing

FCONFIG

desi-ms.yaml

str

FERRE config information

HOST

login1

str

machine used

OS

posix

str

Operative system

PLATFORM

Linux 4.4.90-92.45-default

str

OS details

NSPEC

7

int

Number of spectra included

FTIME

234.041

float

Compute time used by FERRE

STIME

900.0

float

Compute time estimated for Slurm

NCORES

16

int

Number of cores in node

NTHREADS

12

int

Number of cores used by large FERRE instances

NUMPY

1.17.2

str

NumPy version

ASTROPY

3.2.2

str

AstroPy version

MATPLOTL

3.1.1

str

Matplotlib version

SCIPY

1.3.1

str

SciPy version

YAML

5.1.2

str

Yaml version

PYTHON

3.7.4

str

Python version

PIFERRE

0.4

str

Piferre version

FERRE

5.0.0

str

FERRE version

HDU1

EXTNAME = SPTAB

This is the table of measurements by FERRE of coadded DESI spectra for a given HEALPIX.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

448

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

SUCCESS

int64

Bit indicating whether the code has likely produced useful results

TARGETID

int64

Unique DESI target ID

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

SRCFILE

char[20]

DESI data file

BESTGRID

char[8]

Model grid that produced the best fit

TEFF

float64

K

Effective temperature (K)

LOGG

float64

Surface gravity (g in cm/s**2)

FEH

float64

Metallicity [Fe/H] = log10(N(Fe)/N(H)) - log10(N(Fe)/N(H))sun

ALPHAFE

float64

Alpha-to-iron ratio [alpha/Fe]

LOG10MICRO

float64

Log10 of Microturbulence (km/s)

PARAM

float64[5]

Array of atmospheric parameters ([Fe/H], [a/Fe], log10micro, Teff,logg)

COVAR

float64[25]

Covariance matrix for ([Fe/H], [a/Fe], log10micro, Teff,logg)

ELEM

float64[4]

Elemental abundance ratios to hydrogen [elem/H]

ELEM_ERR

float64[4]

Uncertainties in the elemental abundance ratios

CHISQ_TOT

float64

Total chi**2

SNR_MED

float64

Median signal-to-ratio

RV_ADOP

float64

km s-1

Adopted Radial Velocity (km/s)

RV_ERR

float64

km s-1

Uncertainty in the adopted Radial Velocity (km/s)

HDU2

EXTNAME = FIBERMAP

FIBERMAP table with information on individual targets copied from original coadd file.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

341

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

COADD_FIBERSTATUS

int32

bitwise-AND of input FIBERSTATUS

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

PMRA

float32

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMDEC

float32

mas yr^-1

Proper motion in the +Dec direction

REF_EPOCH

float32

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

FA_TARGET

int64

Targeting bit internally used by fiberassign (linked with FA_TYPE)

FA_TYPE

binary

Fiberassign internal target type (science, standard, sky, safe, suppsky)

OBJTYPE

char[3]

Object type: TGT, SKY, NON, BAD

SUBPRIORITY

float64

Random subpriority [0-1) to break assignment ties

OBSCONDITIONS

int32

Bitmask of allowed observing conditions

RELEASE

int16

Imaging surveys release ID

BRICKNAME

char[8]

Brick name from tractor input

BRICKID

int32

Brick ID from tractor input

BRICK_OBJID

int32

Imaging Surveys OBJID on that brick

MORPHTYPE

char[4]

Imaging Surveys morphological type from Tractor

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

FLUX_G

float32

nanomaggy

Flux in the Legacy Survey g-band (AB)

FLUX_R

float32

nanomaggy

Flux in the Legacy Survey r-band (AB)

FLUX_Z

float32

nanomaggy

Flux in the Legacy Survey z-band (AB)

FLUX_W1

float32

nanomaggy

WISE flux in W1 (AB)

FLUX_W2

float32

nanomaggy

WISE flux in W2 (AB)

FLUX_IVAR_G

float32

nanomaggy^-2

Inverse variance of FLUX_G (AB)

FLUX_IVAR_R

float32

nanomaggy^-2

Inverse variance of FLUX_R (AB)

FLUX_IVAR_Z

float32

nanomaggy^-2

Inverse variance of FLUX_Z (AB)

FLUX_IVAR_W1

float32

nanomaggy^-2

Inverse variance of FLUX_W1 (AB)

FLUX_IVAR_W2

float32

nanomaggy^-2

Inverse variance of FLUX_W2 (AB)

FIBERFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERTOTFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

MASKBITS

int16

Bitwise mask from the imaging indicating potential issue or blending

SERSIC

float32

Power-law index for the Sersic profile model (MORPHTYPE=SER)

SHAPE_R

float32

arcsec

Half-light radius of galaxy model (>0)

SHAPE_E1

float32

Ellipticity component 1 of galaxy model for galaxy type MORPHTYPE

SHAPE_E2

float32

Ellipticity component 2 of galaxy model for galaxy type MORPHTYPE

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

GAIA_PHOT_G_MEAN_MAG

float32

mag

Gaia G band magnitude

GAIA_PHOT_BP_MEAN_MAG

float32

mag

Gaia BP band magnitude

GAIA_PHOT_RP_MEAN_MAG

float32

mag

Gaia RP band magnitude

PARALLAX

float32

mas

Reference catalog parallax

PHOTSYS

char[1]

N for the MzLS/BASS photometric system, S for DECaLS

PRIORITY_INIT

int64

Target initial priority from target selection bitmasks and OBSCONDITIONS

NUMOBS_INIT

int64

Initial number of observations for target calculated across target selection bitmasks and OBSCONDITIONS

SV3_DESI_TARGET

int64

DESI (dark time program) target selection bitmask for SV3

SV3_BGS_TARGET

int64

BGS (bright time program) target selection bitmask for SV3

SV3_MWS_TARGET

int64

MWS (bright time program) target selection bitmask for SV3

SV3_SCND_TARGET

int64

Secondary target selection bitmask for SV3

DESI_TARGET

int64

DESI (dark time program) target selection bitmask

BGS_TARGET

int64

BGS (Bright Galaxy Survey) target selection bitmask

MWS_TARGET

int64

Milky Way Survey targeting bits

PLATE_RA

float64

deg

Right Ascension to be used by PlateMaker

PLATE_DEC

float64

deg

Declination to be used by PlateMaker

COADD_NUMEXP

int16

Number of exposures in coadd

COADD_EXPTIME

float32

s

Summed exposure time for coadd

COADD_NUMNIGHT

int16

Number of nights in coadd

COADD_NUMTILE

int16

Number of tiles in coadd

MEAN_DELTA_X

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 X location on focal plane

RMS_DELTA_X

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 X location on focal plane

MEAN_DELTA_Y

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 Y location on focal plane

RMS_DELTA_Y

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 Y location on focal plane

MEAN_FIBER_RA

float64

deg

Mean (over exposures) RA of actual fiber position

STD_FIBER_RA

float32

arcsec

Standard deviation (over exposures) of RA of actual fiber position

MEAN_FIBER_DEC

float64

deg

Mean (over exposures) DEC of actual fiber position

STD_FIBER_DEC

float32

arcsec

Standard deviation (over exposures) of DEC of actual fiber position

MEAN_PSF_TO_FIBER_SPECFLUX

float32

Mean of input exposures fraction of light from point-like source captured by 1.5 arcsec diameter fiber given atmospheric seeing

HDU3

EXTNAME = SCORES

The table with various quality information about spectra.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

172

int

length of dimension 1

NAXIS2

7

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

INTEG_COADD_FLUX_B

float32

MEDIAN_COADD_FLUX_B

float32

MEDIAN_COADD_SNR_B

float32

INTEG_COADD_FLUX_R

float32

MEDIAN_COADD_FLUX_R

float32

MEDIAN_COADD_SNR_R

float32

INTEG_COADD_FLUX_Z

float32

MEDIAN_COADD_FLUX_Z

float32

MEDIAN_COADD_SNR_Z

float32

TSNR2_GPBDARK_B

float32

TSNR2_ELG_B

float32

ELG B template (S/N)^2

TSNR2_GPBBRIGHT_B

float32

TSNR2_LYA_B

float32

LYA B template (S/N)^2

TSNR2_BGS_B

float32

BGS B template (S/N)^2

TSNR2_GPBBACKUP_B

float32

TSNR2_QSO_B

float32

QSO B template (S/N)^2

TSNR2_LRG_B

float32

LRG B template (S/N)^2

TSNR2_GPBDARK_R

float32

TSNR2_ELG_R

float32

ELG R template (S/N)^2

TSNR2_GPBBRIGHT_R

float32

TSNR2_LYA_R

float32

LYA R template (S/N)^2

TSNR2_BGS_R

float32

BGS R template (S/N)^2

TSNR2_GPBBACKUP_R

float32

TSNR2_QSO_R

float32

QSO R template (S/N)^2

TSNR2_LRG_R

float32

LRG R template (S/N)^2

TSNR2_GPBDARK_Z

float32

TSNR2_ELG_Z

float32

ELG Z template (S/N)^2

TSNR2_GPBBRIGHT_Z

float32

TSNR2_LYA_Z

float32

LYA Z template (S/N)^2

TSNR2_BGS_Z

float32

BGS Z template (S/N)^2

TSNR2_GPBBACKUP_Z

float32

TSNR2_QSO_Z

float32

QSO Z template (S/N)^2

TSNR2_LRG_Z

float32

LRG Z template (S/N)^2

TSNR2_GPBDARK

float32

TSNR2_ELG

float32

ELG template (S/N)^2 summed over B,R,Z

TSNR2_GPBBRIGHT

float32

TSNR2_LYA

float32

LYA template (S/N)^2 summed over B,R,Z

TSNR2_BGS

float32

BGS template (S/N)^2 summed over B,R,Z

TSNR2_GPBBACKUP

float32

TSNR2_QSO

float32

QSO template (S/N)^2 summed over B,R,Z

TSNR2_LRG

float32

LRG template (S/N)^2 summed over B,R,Z

HDU4

EXTNAME = AUX

Additional information on the order of the parameters and elements in the arrays PARAM and ELEM, respectively.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

232

int

length of dimension 1

NAXIS2

1

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

p

char[200]

e

char[32]

Notes and Examples

Example: https://data.desi.lbl.gov/desi/science/mws/redux/edr/v1/sp_output/220309/healpix/sv3/dark/105/10517/sptab_coadd-sv3-dark-10517.fits

sppix

Summary:

FERRE results from coadded spectra for different surveys, programs.

Naming Convention:

sppix-{SURVEY}-{PROGRAM}.fits, where SURVEY is main, special, sv1, sv2, sv3, and PROGRAM is dark, bright, backup, other.

Regex:

sppix-.*-.*fits

File Type:

FITS, 100 MB

Contents

Number

EXTNAME

Type

Contents

HDU0

IMAGE

Empty HDU

HDU1

SPTAB

BINTABLE

FERRE results

HDU2

FIBERMAP

BINTABLE

Information about objects inherited from targeting

HDU3

SCORES

BINTABLE

Information about spectra quality

HDU4

GAIA

BINTABLE

Gaia crossmatch

FITS Header Units
HDU0

Empty HDU.

HDU1

EXTNAME = SPTAB

This is the table of measurements by FERRE of coadded DESI spectra for given survey/program.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

454

int

length of dimension 1

NAXIS2

728

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

SUCCESS

int64

Bit indicating whether the code has likely produced useful results

TARGETID

int64

Unique DESI target ID

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

SRCFILE

char[20]

DESI data file

BESTGRID

char[8]

Model grid that produced the best fit

TEFF

float64

K

Effective temperature (K)

LOGG

float64

Surface gravity (g in cm/s**2)

FEH

float64

Metallicity [Fe/H] = log10(N(Fe)/N(H)) - log10(N(Fe)/N(H))sun

ALPHAFE

float64

Alpha-to-iron ratio [alpha/Fe]

LOG10MICRO

float64

Log10 of Microturbulence (km/s)

PARAM

float64[5]

Array of atmospheric parameters ([Fe/H], [a/Fe], log10micro, Teff,logg)

COVAR

float64[25]

Covariance matrix for ([Fe/H], [a/Fe], log10micro, Teff,logg)

ELEM

float64[4]

Elemental abundance ratios to hydrogen [elem/H]

ELEM_ERR

float64[4]

Uncertainties in the elemental abundance ratios

CHISQ_TOT

float64

Total chi**2

SNR_MED

float64

Median signal-to-ratio

RV_ADOP

float64

km s-1

Adopted Radial Velocity (km/s)

RV_ERR

float64

km s-1

Uncertainty in the adopted Radial Velocity (km/s)

HEALPIX

int64

HEALPixel containing this location at NSIDE=64 in the NESTED scheme

HDU2

EXTNAME = FIBERMAP

FIBERMAP table with information on individual targets copied from original coadd file.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

317

int

length of dimension 1

NAXIS2

728

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

COADD_FIBERSTATUS

int32

bitwise-AND of input FIBERSTATUS

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

PMRA

float32

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMDEC

float32

mas yr^-1

Proper motion in the +Dec direction

REF_EPOCH

float32

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

FA_TARGET

int64

Targeting bit internally used by fiberassign (linked with FA_TYPE)

FA_TYPE

binary

Fiberassign internal target type (science, standard, sky, safe, suppsky)

OBJTYPE

char[3]

Object type: TGT, SKY, NON, BAD

SUBPRIORITY

float64

Random subpriority [0-1) to break assignment ties

OBSCONDITIONS

int32

Bitmask of allowed observing conditions

RELEASE

int16

Imaging surveys release ID

BRICKNAME

char[8]

Brick name from tractor input

BRICKID

int32

Brick ID from tractor input

BRICK_OBJID

int32

Imaging Surveys OBJID on that brick

MORPHTYPE

char[4]

Imaging Surveys morphological type from Tractor

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

FLUX_G

float32

nanomaggy

Flux in the Legacy Survey g-band (AB)

FLUX_R

float32

nanomaggy

Flux in the Legacy Survey r-band (AB)

FLUX_Z

float32

nanomaggy

Flux in the Legacy Survey z-band (AB)

FLUX_W1

float32

nanomaggy

WISE flux in W1 (AB)

FLUX_W2

float32

nanomaggy

WISE flux in W2 (AB)

FLUX_IVAR_G

float32

nanomaggy^-2

Inverse variance of FLUX_G (AB)

FLUX_IVAR_R

float32

nanomaggy^-2

Inverse variance of FLUX_R (AB)

FLUX_IVAR_Z

float32

nanomaggy^-2

Inverse variance of FLUX_Z (AB)

FLUX_IVAR_W1

float32

nanomaggy^-2

Inverse variance of FLUX_W1 (AB)

FLUX_IVAR_W2

float32

nanomaggy^-2

Inverse variance of FLUX_W2 (AB)

FIBERFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERTOTFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

MASKBITS

int16

Bitwise mask from the imaging indicating potential issue or blending

SERSIC

float32

Power-law index for the Sersic profile model (MORPHTYPE=SER)

SHAPE_R

float32

arcsec

Half-light radius of galaxy model (>0)

SHAPE_E1

float32

Ellipticity component 1 of galaxy model for galaxy type MORPHTYPE

SHAPE_E2

float32

Ellipticity component 2 of galaxy model for galaxy type MORPHTYPE

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

GAIA_PHOT_G_MEAN_MAG

float32

mag

Gaia G band magnitude

GAIA_PHOT_BP_MEAN_MAG

float32

mag

Gaia BP band magnitude

GAIA_PHOT_RP_MEAN_MAG

float32

mag

Gaia RP band magnitude

PARALLAX

float32

mas

Reference catalog parallax

PHOTSYS

char[1]

N for the MzLS/BASS photometric system, S for DECaLS

PRIORITY_INIT

int64

Target initial priority from target selection bitmasks and OBSCONDITIONS

NUMOBS_INIT

int64

Initial number of observations for target calculated across target selection bitmasks and OBSCONDITIONS

CMX_TARGET

int64

Target selection bitmask for commissioning

DESI_TARGET

int64

DESI (dark time program) target selection bitmask

BGS_TARGET

int64

BGS (Bright Galaxy Survey) target selection bitmask

MWS_TARGET

int64

Milky Way Survey targeting bits

PLATE_RA

float64

deg

Right Ascension to be used by PlateMaker

PLATE_DEC

float64

deg

Declination to be used by PlateMaker

COADD_NUMEXP

int16

Number of exposures in coadd

COADD_EXPTIME

float32

s

Summed exposure time for coadd

COADD_NUMNIGHT

int16

Number of nights in coadd

COADD_NUMTILE

int16

Number of tiles in coadd

MEAN_DELTA_X

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 X location on focal plane

RMS_DELTA_X

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 X location on focal plane

MEAN_DELTA_Y

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 Y location on focal plane

RMS_DELTA_Y

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 Y location on focal plane

MEAN_FIBER_RA

float64

deg

Mean (over exposures) RA of actual fiber position

STD_FIBER_RA

float32

arcsec

Standard deviation (over exposures) of RA of actual fiber position

MEAN_FIBER_DEC

float64

deg

Mean (over exposures) DEC of actual fiber position

STD_FIBER_DEC

float32

arcsec

Standard deviation (over exposures) of DEC of actual fiber position

MEAN_PSF_TO_FIBER_SPECFLUX

float32

Mean of input exposures fraction of light from point-like source captured by 1.5 arcsec diameter fiber given atmospheric seeing

HDU3

EXTNAME = SCORES

The table with various quality information about spectra.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

172

int

length of dimension 1

NAXIS2

728

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

INTEG_COADD_FLUX_B

float32

MEDIAN_COADD_FLUX_B

float32

MEDIAN_COADD_SNR_B

float32

INTEG_COADD_FLUX_R

float32

MEDIAN_COADD_FLUX_R

float32

MEDIAN_COADD_SNR_R

float32

INTEG_COADD_FLUX_Z

float32

MEDIAN_COADD_FLUX_Z

float32

MEDIAN_COADD_SNR_Z

float32

TSNR2_GPBDARK_B

float32

TSNR2_ELG_B

float32

ELG B template (S/N)^2

TSNR2_GPBBRIGHT_B

float32

TSNR2_LYA_B

float32

LYA B template (S/N)^2

TSNR2_BGS_B

float32

BGS B template (S/N)^2

TSNR2_GPBBACKUP_B

float32

TSNR2_QSO_B

float32

QSO B template (S/N)^2

TSNR2_LRG_B

float32

LRG B template (S/N)^2

TSNR2_GPBDARK_R

float32

TSNR2_ELG_R

float32

ELG R template (S/N)^2

TSNR2_GPBBRIGHT_R

float32

TSNR2_LYA_R

float32

LYA R template (S/N)^2

TSNR2_BGS_R

float32

BGS R template (S/N)^2

TSNR2_GPBBACKUP_R

float32

TSNR2_QSO_R

float32

QSO R template (S/N)^2

TSNR2_LRG_R

float32

LRG R template (S/N)^2

TSNR2_GPBDARK_Z

float32

TSNR2_ELG_Z

float32

ELG Z template (S/N)^2

TSNR2_GPBBRIGHT_Z

float32

TSNR2_LYA_Z

float32

LYA Z template (S/N)^2

TSNR2_BGS_Z

float32

BGS Z template (S/N)^2

TSNR2_GPBBACKUP_Z

float32

TSNR2_QSO_Z

float32

QSO Z template (S/N)^2

TSNR2_LRG_Z

float32

LRG Z template (S/N)^2

TSNR2_GPBDARK

float32

TSNR2_ELG

float32

ELG template (S/N)^2 summed over B,R,Z

TSNR2_GPBBRIGHT

float32

TSNR2_LYA

float32

LYA template (S/N)^2 summed over B,R,Z

TSNR2_BGS

float32

BGS template (S/N)^2 summed over B,R,Z

TSNR2_GPBBACKUP

float32

TSNR2_QSO

float32

QSO template (S/N)^2 summed over B,R,Z

TSNR2_LRG

float32

LRG template (S/N)^2 summed over B,R,Z

HDU4

EXTNAME = GAIA

The Gaia DR3 measurements for each object in the catalog.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

632

int

length of dimension 1

NAXIS2

728

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

SOLUTION_ID

int64

DESIGNATION

char[20]

SOURCE_ID

int64

RANDOM_INDEX

int64

REF_EPOCH

float64

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

RA

float64

deg

Target Right Ascension

RA_ERROR

float32

DEC

float64

deg

Target declination

DEC_ERROR

float32

PARALLAX

float64

mas

Reference catalog parallax

PARALLAX_ERROR

float32

PARALLAX_OVER_ERROR

float32

PM

float32

PMRA

float64

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMRA_ERROR

float32

PMDEC

float64

mas yr^-1

Proper motion in the +Dec direction

PMDEC_ERROR

float32

RA_DEC_CORR

float32

RA_PARALLAX_CORR

float32

RA_PMRA_CORR

float32

RA_PMDEC_CORR

float32

DEC_PARALLAX_CORR

float32

DEC_PMRA_CORR

float32

DEC_PMDEC_CORR

float32

PARALLAX_PMRA_CORR

float32

PARALLAX_PMDEC_CORR

float32

PMRA_PMDEC_CORR

float32

ASTROMETRIC_N_OBS_AL

int16

ASTROMETRIC_N_OBS_AC

int16

ASTROMETRIC_N_GOOD_OBS_AL

int16

ASTROMETRIC_N_BAD_OBS_AL

int16

ASTROMETRIC_GOF_AL

float32

ASTROMETRIC_CHI2_AL

float32

ASTROMETRIC_EXCESS_NOISE

float32

ASTROMETRIC_EXCESS_NOISE_SIG

float32

ASTROMETRIC_PARAMS_SOLVED

int16

ASTROMETRIC_PRIMARY_FLAG

logical

NU_EFF_USED_IN_ASTROMETRY

float32

PSEUDOCOLOUR

float32

PSEUDOCOLOUR_ERROR

float32

RA_PSEUDOCOLOUR_CORR

float32

DEC_PSEUDOCOLOUR_CORR

float32

PARALLAX_PSEUDOCOLOUR_CORR

float32

PMRA_PSEUDOCOLOUR_CORR

float32

PMDEC_PSEUDOCOLOUR_CORR

float32

ASTROMETRIC_MATCHED_TRANSITS

int16

VISIBILITY_PERIODS_USED

int16

ASTROMETRIC_SIGMA5D_MAX

float32

MATCHED_TRANSITS

int16

NEW_MATCHED_TRANSITS

int16

MATCHED_TRANSITS_REMOVED

int16

IPD_GOF_HARMONIC_AMPLITUDE

float32

IPD_GOF_HARMONIC_PHASE

float32

IPD_FRAC_MULTI_PEAK

int16

IPD_FRAC_ODD_WIN

int16

RUWE

float32

SCAN_DIRECTION_STRENGTH_K1

float32

SCAN_DIRECTION_STRENGTH_K2

float32

SCAN_DIRECTION_STRENGTH_K3

float32

SCAN_DIRECTION_STRENGTH_K4

float32

SCAN_DIRECTION_MEAN_K1

float32

SCAN_DIRECTION_MEAN_K2

float32

SCAN_DIRECTION_MEAN_K3

float32

SCAN_DIRECTION_MEAN_K4

float32

DUPLICATED_SOURCE

logical

PHOT_G_N_OBS

int16

PHOT_G_MEAN_FLUX

float64

PHOT_G_MEAN_FLUX_ERROR

float32

PHOT_G_MEAN_FLUX_OVER_ERROR

float32

PHOT_G_MEAN_MAG

float32

PHOT_BP_N_OBS

int16

PHOT_BP_MEAN_FLUX

float64

PHOT_BP_MEAN_FLUX_ERROR

float32

PHOT_BP_MEAN_FLUX_OVER_ERROR

float32

PHOT_BP_MEAN_MAG

float32

PHOT_RP_N_OBS

int16

PHOT_RP_MEAN_FLUX

float64

PHOT_RP_MEAN_FLUX_ERROR

float32

PHOT_RP_MEAN_FLUX_OVER_ERROR

float32

PHOT_RP_MEAN_MAG

float32

PHOT_BP_RP_EXCESS_FACTOR

float32

PHOT_BP_N_CONTAMINATED_TRANSITS

int16

PHOT_BP_N_BLENDED_TRANSITS

int16

PHOT_RP_N_CONTAMINATED_TRANSITS

int16

PHOT_RP_N_BLENDED_TRANSITS

int16

PHOT_PROC_MODE

int16

BP_RP

float32

BP_G

float32

G_RP

float32

RADIAL_VELOCITY

float32

RADIAL_VELOCITY_ERROR

float32

RV_METHOD_USED

int16

RV_NB_TRANSITS

int16

RV_NB_DEBLENDED_TRANSITS

int16

RV_VISIBILITY_PERIODS_USED

int16

RV_EXPECTED_SIG_TO_NOISE

float32

RV_RENORMALISED_GOF

float32

RV_CHISQ_PVALUE

float32

RV_TIME_DURATION

float32

RV_AMPLITUDE_ROBUST

float32

RV_TEMPLATE_TEFF

float32

RV_TEMPLATE_LOGG

float32

RV_TEMPLATE_FE_H

float32

RV_ATM_PARAM_ORIGIN

int16

VBROAD

float32

VBROAD_ERROR

float32

VBROAD_NB_TRANSITS

int16

GRVS_MAG

float32

GRVS_MAG_ERROR

float32

GRVS_MAG_NB_TRANSITS

int16

RVS_SPEC_SIG_TO_NOISE

float32

PHOT_VARIABLE_FLAG

char[20]

L

float64

B

float64

ECL_LON

float64

ECL_LAT

float64

IN_QSO_CANDIDATES

logical

IN_GALAXY_CANDIDATES

logical

NON_SINGLE_STAR

int16

HAS_XP_CONTINUOUS

logical

HAS_XP_SAMPLED

logical

HAS_RVS

logical

HAS_EPOCH_PHOTOMETRY

logical

HAS_EPOCH_RV

logical

HAS_MCMC_GSPPHOT

logical

HAS_MCMC_MSC

logical

IN_ANDROMEDA_SURVEY

logical

CLASSPROB_DSC_COMBMOD_QUASAR

float32

CLASSPROB_DSC_COMBMOD_GALAXY

float32

CLASSPROB_DSC_COMBMOD_STAR

float32

TEFF_GSPPHOT

float32

TEFF_GSPPHOT_LOWER

float32

TEFF_GSPPHOT_UPPER

float32

LOGG_GSPPHOT

float32

LOGG_GSPPHOT_LOWER

float32

LOGG_GSPPHOT_UPPER

float32

MH_GSPPHOT

float32

MH_GSPPHOT_LOWER

float32

MH_GSPPHOT_UPPER

float32

DISTANCE_GSPPHOT

float32

DISTANCE_GSPPHOT_LOWER

float32

DISTANCE_GSPPHOT_UPPER

float32

AZERO_GSPPHOT

float32

AZERO_GSPPHOT_LOWER

float32

AZERO_GSPPHOT_UPPER

float32

AG_GSPPHOT

float32

AG_GSPPHOT_LOWER

float32

AG_GSPPHOT_UPPER

float32

EBPMINRP_GSPPHOT

float32

EBPMINRP_GSPPHOT_LOWER

float32

EBPMINRP_GSPPHOT_UPPER

float32

LIBNAME_GSPPHOT

char[20]

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

Notes and Examples

Example https://data.desi.lbl.gov/desi/science/mws/redux/edr/v1/sp_output/sppix-sv3-bright.fits

mwsall

Summary:

Combined catalog of DESI measurements from RVSpecfit and FERRE crossmatched with Gaia

File Type:

FITS, 1 GB

Contents

Number

EXTNAME

Type

Contents

HDU0

IMAGE

Empty HDU

HDU1

RVTAB

BINTABLE

RVSpecfit results

HDU2

SPTAB

BINTABLE

FERRE results

HDU3

FIBERMAP

BINTABLE

Information about objects inherited from targeting

HDU4

SCORES

BINTABLE

Information about spectra quality

HDU5

GAIA

BINTABLE

Gaia crossmatch

FITS Header Units

HDU0

Empty HDU.

HDU1

EXTNAME = RVTAB

This is table of measurements by RVSpecfit of coadded DESI spectra. This table combines the measurements from different survey/program combinations and labels their suggested PRIMARY observation.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

267

int

length of dimension 1

NAXIS2

625588

int

length of dimension 2

CHECKSUM

nXheqVeZnVednVeZ

str

DATASUM

2471068207

str

Required Data Table Columns

Name

Type

Units

Description

VRAD

float64

km s-1

Radial velocity

VRAD_ERR

float64

km s-1

Radial velocity error

VRAD_SKEW

float64

Radial velocity posterior skewness

VRAD_KURT

float64

Radial velocity posterior kurtosis

LOGG

float64

Log of surface gravity

TEFF

float64

K

Effective temperature

ALPHAFE

float64

[alpha/Fe] from template fitting

FEH

float64

[Fe/H] from template fitting

LOGG_ERR

float64

Log of surface gravity uncertainty

TEFF_ERR

float64

K

Effective temperature uncertainty

ALPHAFE_ERR

float64

[alpha/Fe] uncertainty from template fitting

FEH_ERR

float64

[Fe/H] uncertainty from template fitting

VSINI

float64

km s-1

Stellar rotation velocity

NEXP

int64

CHISQ_TOT

float64

Total chi-square for all arms

CHISQ_C_TOT

float64

Total chi-square for all arms for polynomial only fit

CHISQ_B

float64

Chi-square in the B arm

CHISQ_C_B

float64

Chi-square in the B arm after fitting continuum only

CHISQ_R

float64

Chi-square in the R arm

CHISQ_C_R

float64

Chi-square in the R arm after fitting continuum only

CHISQ_Z

float64

Chi-square in the Z arm

CHISQ_C_Z

float64

Chi-square in the Z arm after fitting continuum only

RVS_WARN

int64

RVSpecFit warning flag

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

TARGETID

int64

Unique DESI target ID

SN_B

float32

Median S/N in the B arm

SN_R

float32

Median S/N in the R arm

SN_Z

float32

Median S/N in the Z arm

SUCCESS

logical

Did we succeed or fail

HEALPIX

int64

HEALPixel containing this location at NSIDE=64 in the NESTED scheme

RR_Z

float64

Redrock redshift

RR_SPECTYPE

char[6]

Redrock spectroscopic type

SURVEY

char[7]

Survey name

PROGRAM

char[6]

DESI program type - BRIGHT, DARK, BACKUP, OTHER

PRIMARY

logical

If true this is the primary observation of the source

HDU2

EXTNAME = SPTAB

This is table of measurements by FERRE of coadded DESI spectra. This table combines the measurements from different survey/program pairs. This table has exactly the same length as the RVTAB and matches row by row the RVTAB extension.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

458

int

length of dimension 1

NAXIS2

625588

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

SUCCESS

int64

Bit indicating whether the code has likely produced useful results

TARGETID

int64

Unique DESI target ID

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

SRCFILE

char[24]

DESI data file

BESTGRID

char[8]

Model grid that produced the best fit

TEFF

float64

K

Effective temperature (K)

LOGG

float64

Surface gravity (g in cm/s**2)

FEH

float64

Metallicity [Fe/H] = log10(N(Fe)/N(H)) - log10(N(Fe)/N(H))sun

ALPHAFE

float64

Alpha-to-iron ratio [alpha/Fe]

LOG10MICRO

float64

Log10 of Microturbulence (km/s)

PARAM

float64[5]

Array of atmospheric parameters ([Fe/H], [a/Fe], log10micro, Teff,logg)

COVAR

float64[25]

Covariance matrix for ([Fe/H], [a/Fe], log10micro, Teff,logg)

ELEM

float64[4]

Elemental abundance ratios to hydrogen [elem/H]

ELEM_ERR

float64[4]

Uncertainties in the elemental abundance ratios

CHISQ_TOT

float64

Total chi**2

SNR_MED

float64

Median signal-to-ratio

RV_ADOP

float64

km s-1

Adopted Radial Velocity (km/s)

RV_ERR

float64

km s-1

Uncertainty in the adopted Radial Velocity (km/s)

HEALPIX

int64

HEALPixel containing this location at NSIDE=64 in the NESTED scheme

HDU3

EXTNAME = FIBERMAP

FIBERMAP table with information on individual targets copied from original coadd file.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

421

int

length of dimension 1

NAXIS2

625588

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

COADD_FIBERSTATUS

int32

bitwise-AND of input FIBERSTATUS

TARGET_RA

float64

deg

Target right ascension

TARGET_DEC

float64

deg

Target declination

PMRA

float32

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMDEC

float32

mas yr^-1

Proper motion in the +Dec direction

REF_EPOCH

float32

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

FA_TARGET

int64

Targeting bit internally used by fiberassign (linked with FA_TYPE)

FA_TYPE

binary

Fiberassign internal target type (science, standard, sky, safe, suppsky)

OBJTYPE

char[3]

Object type: TGT, SKY, NON, BAD

SUBPRIORITY

float64

Random subpriority [0-1) to break assignment ties

OBSCONDITIONS

int32

Bitmask of allowed observing conditions

RELEASE

int16

Imaging surveys release ID

BRICKNAME

char[8]

Brick name from tractor input

BRICKID

int32

Brick ID from tractor input

BRICK_OBJID

int32

Imaging Surveys OBJID on that brick

MORPHTYPE

char[4]

Imaging Surveys morphological type from Tractor

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

FLUX_G

float32

nanomaggy

Flux in the Legacy Survey g-band (AB)

FLUX_R

float32

nanomaggy

Flux in the Legacy Survey r-band (AB)

FLUX_Z

float32

nanomaggy

Flux in the Legacy Survey z-band (AB)

FLUX_W1

float32

nanomaggy

WISE flux in W1 (AB)

FLUX_W2

float32

nanomaggy

WISE flux in W2 (AB)

FLUX_IVAR_G

float32

nanomaggy^-2

Inverse variance of FLUX_G (AB)

FLUX_IVAR_R

float32

nanomaggy^-2

Inverse variance of FLUX_R (AB)

FLUX_IVAR_Z

float32

nanomaggy^-2

Inverse variance of FLUX_Z (AB)

FLUX_IVAR_W1

float32

nanomaggy^-2

Inverse variance of FLUX_W1 (AB)

FLUX_IVAR_W2

float32

nanomaggy^-2

Inverse variance of FLUX_W2 (AB)

FIBERFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from this object in 1 arcsec Gaussian seeing

FIBERTOTFLUX_G

float32

nanomaggy

Predicted g-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_R

float32

nanomaggy

Predicted r-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

FIBERTOTFLUX_Z

float32

nanomaggy

Predicted z-band flux within a fiber of diameter 1.5 arcsec from all sources at this location in 1 arcsec Gaussian seeing

MASKBITS

int16

Bitwise mask from the imaging indicating potential issue or blending

SERSIC

float32

Power-law index for the Sersic profile model (MORPHTYPE=SER)

SHAPE_R

float32

arcsec

Half-light radius of galaxy model (>0)

SHAPE_E1

float32

Ellipticity component 1 of galaxy model for galaxy type MORPHTYPE

SHAPE_E2

float32

Ellipticity component 2 of galaxy model for galaxy type MORPHTYPE

REF_ID

int64

Tyc1*1,000,000+Tyc2*10+Tyc3 for Tycho-2; sourceid for Gaia DR2

REF_CAT

char[2]

Reference catalog source for star: T2 for Tycho-2, G2 for Gaia DR2, L2 for the SGA, empty otherwise

GAIA_PHOT_G_MEAN_MAG

float32

mag

Gaia G band magnitude

GAIA_PHOT_BP_MEAN_MAG

float32

mag

Gaia BP band magnitude

GAIA_PHOT_RP_MEAN_MAG

float32

mag

Gaia RP band magnitude

PARALLAX

float32

mas

Reference catalog parallax

PHOTSYS

char[1]

N for the MzLS/BASS photometric system, S for DECaLS

PRIORITY_INIT

int64

Target initial priority from target selection bitmasks and OBSCONDITIONS

NUMOBS_INIT

int64

Initial number of observations for target calculated across target selection bitmasks and OBSCONDITIONS

CMX_TARGET

int64

Target selection bitmask for commissioning

DESI_TARGET

int64

DESI (dark time program) target selection bitmask

BGS_TARGET

int64

BGS (Bright Galaxy Survey) target selection bitmask

MWS_TARGET

int64

Milky Way Survey targeting bits

PLATE_RA

float64

deg

Right Ascension to be used by PlateMaker

PLATE_DEC

float64

deg

Declination to be used by PlateMaker

COADD_NUMEXP

int16

Number of exposures in coadd

COADD_EXPTIME

float32

s

Summed exposure time for coadd

COADD_NUMNIGHT

int16

Number of nights in coadd

COADD_NUMTILE

int16

Number of tiles in coadd

MEAN_DELTA_X

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 X location on focal plane

RMS_DELTA_X

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 X location on focal plane

MEAN_DELTA_Y

float32

mm

Mean (over exposures) fiber difference requested - actual CS5 Y location on focal plane

RMS_DELTA_Y

float32

mm

RMS (over exposures) of the fiber difference between measured and requested CS5 Y location on focal plane

MEAN_FIBER_RA

float64

deg

Mean (over exposures) RA of actual fiber position

STD_FIBER_RA

float32

arcsec

Standard deviation (over exposures) of RA of actual fiber position

MEAN_FIBER_DEC

float64

deg

Mean (over exposures) DEC of actual fiber position

STD_FIBER_DEC

float32

arcsec

Standard deviation (over exposures) of DEC of actual fiber position

MEAN_PSF_TO_FIBER_SPECFLUX

float32

Mean of input exposures fraction of light from point-like source captured by 1.5 arcsec diameter fiber given atmospheric seeing

SCND_TARGET

int64

Target selection bitmask for secondary programs

SV1_DESI_TARGET

int64

DESI (dark time program) target selection bitmask for SV1

SV1_BGS_TARGET

int64

BGS (bright time program) target selection bitmask for SV1

SV1_MWS_TARGET

int64

MWS (bright time program) target selection bitmask for SV1

SV1_SCND_TARGET

int64

Secondary target selection bitmask for SV1

SV2_DESI_TARGET

int64

DESI (dark time program) target selection bitmask for SV2

SV2_BGS_TARGET

int64

BGS (bright time program) target selection bitmask for SV2

SV2_MWS_TARGET

int64

MWS (bright time program) target selection bitmask for SV2

SV2_SCND_TARGET

int64

Secondary target selection bitmask for SV2

SV3_DESI_TARGET

int64

DESI (dark time program) target selection bitmask for SV3

SV3_BGS_TARGET

int64

BGS (bright time program) target selection bitmask for SV3

SV3_MWS_TARGET

int64

MWS (bright time program) target selection bitmask for SV3

SV3_SCND_TARGET

int64

Secondary target selection bitmask for SV3

HDU4

EXTNAME = SCORES

The table with various quality information about spectra.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

172

int

length of dimension 1

NAXIS2

625588

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

TARGETID

int64

Unique DESI target ID

INTEG_COADD_FLUX_B

float32

MEDIAN_COADD_FLUX_B

float32

MEDIAN_COADD_SNR_B

float32

INTEG_COADD_FLUX_R

float32

MEDIAN_COADD_FLUX_R

float32

MEDIAN_COADD_SNR_R

float32

INTEG_COADD_FLUX_Z

float32

MEDIAN_COADD_FLUX_Z

float32

MEDIAN_COADD_SNR_Z

float32

TSNR2_GPBDARK_B

float32

TSNR2_ELG_B

float32

ELG B template (S/N)^2

TSNR2_GPBBRIGHT_B

float32

TSNR2_LYA_B

float32

LYA B template (S/N)^2

TSNR2_BGS_B

float32

BGS B template (S/N)^2

TSNR2_GPBBACKUP_B

float32

TSNR2_QSO_B

float32

QSO B template (S/N)^2

TSNR2_LRG_B

float32

LRG B template (S/N)^2

TSNR2_GPBDARK_R

float32

TSNR2_ELG_R

float32

ELG R template (S/N)^2

TSNR2_GPBBRIGHT_R

float32

TSNR2_LYA_R

float32

LYA R template (S/N)^2

TSNR2_BGS_R

float32

BGS R template (S/N)^2

TSNR2_GPBBACKUP_R

float32

TSNR2_QSO_R

float32

QSO R template (S/N)^2

TSNR2_LRG_R

float32

LRG R template (S/N)^2

TSNR2_GPBDARK_Z

float32

TSNR2_ELG_Z

float32

ELG Z template (S/N)^2

TSNR2_GPBBRIGHT_Z

float32

TSNR2_LYA_Z

float32

LYA Z template (S/N)^2

TSNR2_BGS_Z

float32

BGS Z template (S/N)^2

TSNR2_GPBBACKUP_Z

float32

TSNR2_QSO_Z

float32

QSO Z template (S/N)^2

TSNR2_LRG_Z

float32

LRG Z template (S/N)^2

TSNR2_GPBDARK

float32

TSNR2_ELG

float32

ELG template (S/N)^2 summed over B,R,Z

TSNR2_GPBBRIGHT

float32

TSNR2_LYA

float32

LYA template (S/N)^2 summed over B,R,Z

TSNR2_BGS

float32

BGS template (S/N)^2 summed over B,R,Z

TSNR2_GPBBACKUP

float32

TSNR2_QSO

float32

QSO template (S/N)^2 summed over B,R,Z

TSNR2_LRG

float32

LRG template (S/N)^2 summed over B,R,Z

HDU5

EXTNAME = GAIA

The Gaia DR3 measurements for each object in the catalog.

Required Header Keywords
None

KEY

Example Value

Type

Comment

NAXIS1

640

int

length of dimension 1

NAXIS2

625588

int

length of dimension 2

Required Data Table Columns

Name

Type

Units

Description

SOLUTION_ID

int64

DESIGNATION

char[28]

SOURCE_ID

int64

RANDOM_INDEX

int64

REF_EPOCH

float64

yr

Reference epoch for Gaia/Tycho astrometry. Typically 2015.5 for Gaia

RA

float64

deg

Target Right Ascension

RA_ERROR

float32

DEC

float64

deg

Target declination

DEC_ERROR

float32

PARALLAX

float64

mas

Reference catalog parallax

PARALLAX_ERROR

float32

PARALLAX_OVER_ERROR

float32

PM

float32

PMRA

float64

mas yr^-1

proper motion in the +RA direction (already including cos(dec))

PMRA_ERROR

float32

PMDEC

float64

mas yr^-1

Proper motion in the +Dec direction

PMDEC_ERROR

float32

RA_DEC_CORR

float32

RA_PARALLAX_CORR

float32

RA_PMRA_CORR

float32

RA_PMDEC_CORR

float32

DEC_PARALLAX_CORR

float32

DEC_PMRA_CORR

float32

DEC_PMDEC_CORR

float32

PARALLAX_PMRA_CORR

float32

PARALLAX_PMDEC_CORR

float32

PMRA_PMDEC_CORR

float32

ASTROMETRIC_N_OBS_AL

int16

ASTROMETRIC_N_OBS_AC

int16

ASTROMETRIC_N_GOOD_OBS_AL

int16

ASTROMETRIC_N_BAD_OBS_AL

int16

ASTROMETRIC_GOF_AL

float32

ASTROMETRIC_CHI2_AL

float32

ASTROMETRIC_EXCESS_NOISE

float32

ASTROMETRIC_EXCESS_NOISE_SIG

float32

ASTROMETRIC_PARAMS_SOLVED

int16

ASTROMETRIC_PRIMARY_FLAG

logical

NU_EFF_USED_IN_ASTROMETRY

float32

PSEUDOCOLOUR

float32

PSEUDOCOLOUR_ERROR

float32

RA_PSEUDOCOLOUR_CORR

float32

DEC_PSEUDOCOLOUR_CORR

float32

PARALLAX_PSEUDOCOLOUR_CORR

float32

PMRA_PSEUDOCOLOUR_CORR

float32

PMDEC_PSEUDOCOLOUR_CORR

float32

ASTROMETRIC_MATCHED_TRANSITS

int16

VISIBILITY_PERIODS_USED

int16

ASTROMETRIC_SIGMA5D_MAX

float32

MATCHED_TRANSITS

int16

NEW_MATCHED_TRANSITS

int16

MATCHED_TRANSITS_REMOVED

int16

IPD_GOF_HARMONIC_AMPLITUDE

float32

IPD_GOF_HARMONIC_PHASE

float32

IPD_FRAC_MULTI_PEAK

int16

IPD_FRAC_ODD_WIN

int16

RUWE

float32

SCAN_DIRECTION_STRENGTH_K1

float32

SCAN_DIRECTION_STRENGTH_K2

float32

SCAN_DIRECTION_STRENGTH_K3

float32

SCAN_DIRECTION_STRENGTH_K4

float32

SCAN_DIRECTION_MEAN_K1

float32

SCAN_DIRECTION_MEAN_K2

float32

SCAN_DIRECTION_MEAN_K3

float32

SCAN_DIRECTION_MEAN_K4

float32

DUPLICATED_SOURCE

logical

PHOT_G_N_OBS

int16

PHOT_G_MEAN_FLUX

float64

PHOT_G_MEAN_FLUX_ERROR

float32

PHOT_G_MEAN_FLUX_OVER_ERROR

float32

PHOT_G_MEAN_MAG

float32

PHOT_BP_N_OBS

int16

PHOT_BP_MEAN_FLUX

float64

PHOT_BP_MEAN_FLUX_ERROR

float32

PHOT_BP_MEAN_FLUX_OVER_ERROR

float32

PHOT_BP_MEAN_MAG

float32

PHOT_RP_N_OBS

int16

PHOT_RP_MEAN_FLUX

float64

PHOT_RP_MEAN_FLUX_ERROR

float32

PHOT_RP_MEAN_FLUX_OVER_ERROR

float32

PHOT_RP_MEAN_MAG

float32

PHOT_BP_RP_EXCESS_FACTOR

float32

PHOT_BP_N_CONTAMINATED_TRANSITS

int16

PHOT_BP_N_BLENDED_TRANSITS

int16

PHOT_RP_N_CONTAMINATED_TRANSITS

int16

PHOT_RP_N_BLENDED_TRANSITS

int16

PHOT_PROC_MODE

int16

BP_RP

float32

BP_G

float32

G_RP

float32

RADIAL_VELOCITY

float32

RADIAL_VELOCITY_ERROR

float32

RV_METHOD_USED

int16

RV_NB_TRANSITS

int16

RV_NB_DEBLENDED_TRANSITS

int16

RV_VISIBILITY_PERIODS_USED

int16

RV_EXPECTED_SIG_TO_NOISE

float32

RV_RENORMALISED_GOF

float32

RV_CHISQ_PVALUE

float32

RV_TIME_DURATION

float32

RV_AMPLITUDE_ROBUST

float32

RV_TEMPLATE_TEFF

float32

RV_TEMPLATE_LOGG

float32

RV_TEMPLATE_FE_H

float32

RV_ATM_PARAM_ORIGIN

int16

VBROAD

float32

VBROAD_ERROR

float32

VBROAD_NB_TRANSITS

int16

GRVS_MAG

float32

GRVS_MAG_ERROR

float32

GRVS_MAG_NB_TRANSITS

int16

RVS_SPEC_SIG_TO_NOISE

float32

PHOT_VARIABLE_FLAG

char[20]

L

float64

B

float64

ECL_LON

float64

ECL_LAT

float64

IN_QSO_CANDIDATES

logical

IN_GALAXY_CANDIDATES

logical

NON_SINGLE_STAR

int16

HAS_XP_CONTINUOUS

logical

HAS_XP_SAMPLED

logical

HAS_RVS

logical

HAS_EPOCH_PHOTOMETRY

logical

HAS_EPOCH_RV

logical

HAS_MCMC_GSPPHOT

logical

HAS_MCMC_MSC

logical

IN_ANDROMEDA_SURVEY

logical

CLASSPROB_DSC_COMBMOD_QUASAR

float32

CLASSPROB_DSC_COMBMOD_GALAXY

float32

CLASSPROB_DSC_COMBMOD_STAR

float32

TEFF_GSPPHOT

float32

TEFF_GSPPHOT_LOWER

float32

TEFF_GSPPHOT_UPPER

float32

LOGG_GSPPHOT

float32

LOGG_GSPPHOT_LOWER

float32

LOGG_GSPPHOT_UPPER

float32

MH_GSPPHOT

float32

MH_GSPPHOT_LOWER

float32

MH_GSPPHOT_UPPER

float32

DISTANCE_GSPPHOT

float32

DISTANCE_GSPPHOT_LOWER

float32

DISTANCE_GSPPHOT_UPPER

float32

AZERO_GSPPHOT

float32

AZERO_GSPPHOT_LOWER

float32

AZERO_GSPPHOT_UPPER

float32

AG_GSPPHOT

float32

AG_GSPPHOT_LOWER

float32

AG_GSPPHOT_UPPER

float32

EBPMINRP_GSPPHOT

float32

EBPMINRP_GSPPHOT_LOWER

float32

EBPMINRP_GSPPHOT_UPPER

float32

LIBNAME_GSPPHOT

char[20]

EBV

float32

mag

Galactic extinction E(B-V) reddening from SFD98

Indices and Tables