# Available Species Providentia does not define or control the list of available species. All species are dictated by GHOST (**G**lobally **H**armonised **O**bservations in **S**pace & **T**ime). For a full description of GHOST and its standards, see the [GHOST reference paper](https://essd.copernicus.org/articles/16/4417/2024/). ## Supported GHOST Versions Depending on the version specified in `ghost_version` in the [configuration file](Configuration-files.md), the available species may vary. Providentia currently supports the following GHOST versions: - **[1.2](#ghost-1-2)** - **[1.3](#ghost-1-3)** - **[1.3.1](#ghost-1-3-1)** - **[1.3.2](#ghost-1-3-2)** - **[1.3.3](#ghost-1-3-3)** - **[1.4](#ghost-1-4)** - **[1.5](#ghost-1-5)** - **[1.5.1](#ghost-1-5-1)** ## Check Available Species As explained above, the available species depend on the selected GHOST version. For each version, the supported species are listed below on this page. A link to the corresponding `GHOST_standards.py` file used by Providentia is also provided for additional context on the GHOST standards used. (ghost-1-2)= ### GHOST 1.2 #### Standards file [GHOST_standards.py](https://github.com/BSC-ES/providentia/blob/master/providentia/dependencies/GHOST_standards/1.2/GHOST_standards.py) #### Available species - acprec - acsnow - ae440_870 - ccovmean - cfracmean - cldbot - dir - dir10 - fm500frac - od1020aero - od380aero - od440aero - od500aero - od500aerocorse - od500aerofine - od550aero - od675aero - od870aero - p - p10 - pm1 - pm10 - pm10al - pm10as - pm10bc - pm10c - pm10ca - pm10ccorrected - pm10cd - pm10cl - pm10cobalt - pm10cr - pm10cu - pm10ec - pm10fe - pm10hg - pm10k - pm10mg - pm10mn - pm10na - pm10nh4 - pm10ni - pm10no3 - pm10oc - pm10occorrected - pm10pb - pm10se - pm10so4 - pm10so4nss - pm10v - pm10zn - pm1al - pm1as - pm1bc - pm1c - pm1ca - pm1ccorrected - pm1cd - pm1cl - pm1cobalt - pm1cr - pm1cu - pm1ec - pm1fe - pm1hg - pm1k - pm1mg - pm1mn - pm1na - pm1nh4 - pm1ni - pm1no3 - pm1oc - pm1occorrected - pm1pb - pm1se - pm1so4 - pm1so4nss - pm1v - pm1zn - pm2p5 - pm2p5al - pm2p5as - pm2p5bc - pm2p5c - pm2p5ca - pm2p5ccorrected - pm2p5cd - pm2p5cl - pm2p5cobalt - pm2p5cr - pm2p5cu - pm2p5ec - pm2p5fe - pm2p5hg - pm2p5k - pm2p5mg - pm2p5mn - pm2p5na - pm2p5nh3 - pm2p5nh4 - pm2p5ni - pm2p5no3 - pm2p5oc - pm2p5occorrected - pm2p5pb - pm2p5se - pm2p5so4 - pm2p5so4nss - pm2p5v - pm2p5zn - pshltr - rh - rho2 - sconcal - sconcas - sconcbc - sconcc - sconcca - sconcccorrected - sconccd - sconccl - sconcco - sconccobalt - sconccr - sconccu - sconcec - sconcfe - sconchg - sconchno3 - sconcisop - sconck - sconcmg - sconcmn - sconcna - sconcnh3 - sconcnh4 - sconcni - sconcno - sconcno2 - sconcno3 - sconco3 - sconcoc - sconcoccorrected - sconcpan - sconcpb - sconcse - sconcso2 - sconcso4 - sconcso4nss - sconcv - sconczn - si - slp - spd - spd10 - sst - stc - stc10 - stc100 - stc200 - stc40 - t - t10 - t2 - td - td2 - vdist (ghost-1-3)= ### GHOST 1.3 #### Standards file [GHOST_standards.py](https://github.com/BSC-ES/providentia/blob/master/providentia/dependencies/GHOST_standards/1.3/GHOST_standards.py) #### Available species - acprec - acsnow - ae440_870 - ccovmean - cfracmean - cldbot - dir10 - fm500frac - od1020aero - od380aero - od440aero - od500aero - od500aerocorse - od500aerofine - od550aero - od675aero - od870aero - pm1 - pm10 - pm10al - pm10as - pm10bc - pm10c - pm10ca - pm10cd - pm10cl - pm10cobalt - pm10cr - pm10cu - pm10ebc - pm10ec - pm10fe - pm10hg - pm10k - pm10mg - pm10mn - pm10msa - pm10na - pm10nh4 - pm10nh4no3 - pm10ni - pm10no3 - pm10oc - pm10pb - pm10se - pm10so4 - pm10so4nss - pm10so4ss - pm10v - pm10zn - pm1al - pm1as - pm1bc - pm1c - pm1ca - pm1cd - pm1cl - pm1cobalt - pm1cr - pm1cu - pm1ebc - pm1ec - pm1fe - pm1hg - pm1k - pm1mg - pm1mn - pm1msa - pm1na - pm1nh4 - pm1nh4no3 - pm1ni - pm1no3 - pm1oc - pm1pb - pm1se - pm1so4 - pm1so4nss - pm1so4ss - pm1v - pm1zn - pm2p5 - pm2p5al - pm2p5as - pm2p5bc - pm2p5c - pm2p5ca - pm2p5cd - pm2p5cl - pm2p5cobalt - pm2p5cr - pm2p5cu - pm2p5ebc - pm2p5ec - pm2p5fe - pm2p5hg - pm2p5k - pm2p5mg - pm2p5mn - pm2p5msa - pm2p5na - pm2p5nh4 - pm2p5nh4no3 - pm2p5ni - pm2p5no3 - pm2p5oc - pm2p5pb - pm2p5se - pm2p5so4 - pm2p5so4nss - pm2p5so4ss - pm2p5v - pm2p5zn - precal - precas - precca - preccd - preccl - preccobalt - preccr - preccu - precfe - prechg - preck - precmg - precmn - precmsa - precna - precnh4 - precnh4no3 - precni - precno3 - precpb - precse - precso4 - precso4nss - precso4ss - precv - preczn - pshltr - rho2 - sconcal - sconcas - sconcbc - sconcc - sconcc6h6 - sconcca - sconccd - sconcch4 - sconccl - sconcco - sconccobalt - sconccr - sconccu - sconcebc - sconcec - sconcfe - sconchg - sconchno3 - sconcisop - sconck - sconcmg - sconcmn - sconcmsa - sconcna - sconcnh3 - sconcnh4 - sconcnh4no3 - sconcni - sconcno - sconcno2 - sconcno3 - sconco3 - sconcoc - sconcpan - sconcpb - sconcse - sconcso2 - sconcso4 - sconcso4nss - sconcso4ss - sconcv - sconczn - si - slp - spd10 - sst - t2 - td2 - vdist - wetal - wetas - wetca - wetcd - wetcl - wetcobalt - wetcr - wetcu - wetfe - wethg - wetk - wetmg - wetmn - wetmsa - wetna - wetnh4 - wetnh4no3 - wetni - wetno3 - wetpb - wetse - wetso4 - wetso4nss - wetso4ss - wetv - wetzn (ghost-1-3-1)= ### GHOST 1.3.1 #### Standards file [GHOST_standards.py](https://github.com/BSC-ES/providentia/blob/master/providentia/dependencies/GHOST_standards/1.3.1/GHOST_standards.py) #### Available species - acprec - acsnow - ae440-870aero - ccovmean - cfracmean - cldbot - dir10 - fm500frac - od1020aero - od380aero - od440aero - od500aero - od500aerocoarse - od500aerofine - od550aero - od675aero - od870aero - pm1 - pm10 - pm10al - pm10as - pm10bc - pm10c - pm10ca - pm10cd - pm10cl - pm10cobalt - pm10cr - pm10cu - pm10du - pm10ebc - pm10ec - pm10fe - pm10hg - pm10k - pm10mg - pm10mn - pm10msa - pm10na - pm10nh4 - pm10nh4no3 - pm10ni - pm10no3 - pm10oc - pm10pb - pm10se - pm10so4 - pm10so4nss - pm10so4ss - pm10v - pm10zn - pm1al - pm1as - pm1bc - pm1c - pm1ca - pm1cd - pm1cl - pm1cobalt - pm1cr - pm1cu - pm1du - pm1ebc - pm1ec - pm1fe - pm1hg - pm1k - pm1mg - pm1mn - pm1msa - pm1na - pm1nh4 - pm1nh4no3 - pm1ni - pm1no3 - pm1oc - pm1pb - pm1se - pm1so4 - pm1so4nss - pm1so4ss - pm1v - pm1zn - pm2p5 - pm2p5al - pm2p5as - pm2p5bc - pm2p5c - pm2p5ca - pm2p5cd - pm2p5cl - pm2p5cobalt - pm2p5cr - pm2p5cu - pm2p5du - pm2p5ebc - pm2p5ec - pm2p5fe - pm2p5hg - pm2p5k - pm2p5mg - pm2p5mn - pm2p5msa - pm2p5na - pm2p5nh4 - pm2p5nh4no3 - pm2p5ni - pm2p5no3 - pm2p5oc - pm2p5pb - pm2p5se - pm2p5so4 - pm2p5so4nss - pm2p5so4ss - pm2p5v - pm2p5zn - precal - precas - precca - preccd - preccl - preccobalt - preccr - preccu - precfe - prechg - preck - precmg - precmn - precmsa - precna - precnh4 - precnh4no3 - precni - precno3 - precpb - precse - precso4 - precso4nss - precso4ss - precv - preczn - pshltr - rho2 - sconcal - sconcas - sconcbc - sconcc - sconcc6h6 - sconcca - sconccd - sconcch4 - sconccl - sconcco - sconccobalt - sconccr - sconccu - sconcdu - sconcebc - sconcec - sconcfe - sconchg - sconchno3 - sconcisop - sconck - sconcmg - sconcmn - sconcmsa - sconcna - sconcnh3 - sconcnh4 - sconcnh4no3 - sconcni - sconcno - sconcno2 - sconcno3 - sconco3 - sconcoc - sconcpan - sconcpb - sconcse - sconcso2 - sconcso4 - sconcso4nss - sconcso4ss - sconcv - sconczn - si - slp - spd10 - sst - t2 - td2 - vdist - wetal - wetas - wetca - wetcd - wetcl - wetcobalt - wetcr - wetcu - wetfe - wethg - wetk - wetmg - wetmn - wetmsa - wetna - wetnh4 - wetnh4no3 - wetni - wetno3 - wetpb - wetse - wetso4 - wetso4nss - wetso4ss - wetv - wetzn (ghost-1-3-2)= ### GHOST 1.3.2 #### Standards file [GHOST_standards.py](https://github.com/BSC-ES/providentia/blob/master/providentia/dependencies/GHOST_standards/1.3.2/GHOST_standards.py) #### Available species - acprec - acsnow - ae440-870aero - ccovmean - cfracmean - cldbot - dir10 - fm500frac - od1020aero - od380aero - od440aero - od500aero - od500aerocoarse - od500aerofine - od550aero - od675aero - od870aero - pm1 - pm10 - pm10al - pm10as - pm10bc - pm10c - pm10ca - pm10cd - pm10cl - pm10cobalt - pm10cr - pm10cu - pm10du - pm10ebc - pm10ec - pm10fe - pm10hg - pm10k - pm10mg - pm10mn - pm10msa - pm10na - pm10nh4 - pm10nh4no3 - pm10ni - pm10no3 - pm10oc - pm10pb - pm10se - pm10so4 - pm10so4nss - pm10so4ss - pm10v - pm10zn - pm1al - pm1as - pm1bc - pm1c - pm1ca - pm1cd - pm1cl - pm1cobalt - pm1cr - pm1cu - pm1du - pm1ebc - pm1ec - pm1fe - pm1hg - pm1k - pm1mg - pm1mn - pm1msa - pm1na - pm1nh4 - pm1nh4no3 - pm1ni - pm1no3 - pm1oc - pm1pb - pm1se - pm1so4 - pm1so4nss - pm1so4ss - pm1v - pm1zn - pm2p5 - pm2p5al - pm2p5as - pm2p5bc - pm2p5c - pm2p5ca - pm2p5cd - pm2p5cl - pm2p5cobalt - pm2p5cr - pm2p5cu - pm2p5du - pm2p5ebc - pm2p5ec - pm2p5fe - pm2p5hg - pm2p5k - pm2p5mg - pm2p5mn - pm2p5msa - pm2p5na - pm2p5nh4 - pm2p5nh4no3 - pm2p5ni - pm2p5no3 - pm2p5oc - pm2p5pb - pm2p5se - pm2p5so4 - pm2p5so4nss - pm2p5so4ss - pm2p5v - pm2p5zn - precal - precas - precca - preccd - preccl - preccobalt - preccr - preccu - precfe - prechg - preck - precmg - precmn - precmsa - precna - precnh4 - precnh4no3 - precni - precno3 - precpb - precse - precso4 - precso4nss - precso4ss - precv - preczn - pshltr - rho2 - sconcal - sconcas - sconcbc - sconcc - sconcc10h16 - sconcc2h4 - sconcc2h6 - sconcc3h6 - sconcc3h8 - sconcc6h6 - sconcc7h8 - sconcca - sconccd - sconcch4 - sconccl - sconcco - sconccobalt - sconccr - sconccu - sconcdu - sconcebc - sconcec - sconcfe - sconch2s - sconchc - sconchcho - sconchcl - sconchf - sconchg - sconchno3 - sconcisop - sconck - sconcmg - sconcmn - sconcmsa - sconcna - sconcnh3 - sconcnh4 - sconcnh4no3 - sconcni - sconcnmvoc - sconcno - sconcno2 - sconcno3 - sconco3 - sconcoc - sconcpan - sconcpb - sconcse - sconcso2 - sconcso4 - sconcso4nss - sconcso4ss - sconcv - sconcvoc - sconczn - sconnmhc - si - slp - spd10 - sst - t2 - td2 - vdist - wetal - wetas - wetca - wetcd - wetcl - wetcobalt - wetcr - wetcu - wetfe - wethg - wetk - wetmg - wetmn - wetmsa - wetna - wetnh4 - wetnh4no3 - wetni - wetno3 - wetpb - wetse - wetso4 - wetso4nss - wetso4ss - wetv - wetzn (ghost-1-3-3)= ### GHOST 1.3.3 #### Standards file [GHOST_standards.py](https://github.com/BSC-ES/providentia/blob/master/providentia/dependencies/GHOST_standards/1.3.3/GHOST_standards.py) #### Available species - acprec - acsnow - ae440-870aero - ccovmean - cfracmean - cldbot - dir10 - fm500frac - od1020aero - od380aero - od440aero - od500aero - od500aerocoarse - od500aerofine - od550aero - od675aero - od870aero - pm1 - pm10 - pm10al - pm10as - pm10bc - pm10c - pm10ca - pm10cd - pm10cl - pm10cobalt - pm10cr - pm10cu - pm10du - pm10ebc - pm10ec - pm10fe - pm10hg - pm10k - pm10mg - pm10mn - pm10msa - pm10na - pm10nh4 - pm10nh4no3 - pm10ni - pm10no3 - pm10oc - pm10pb - pm10se - pm10so4 - pm10so4nss - pm10so4ss - pm10v - pm10zn - pm1al - pm1as - pm1bc - pm1c - pm1ca - pm1cd - pm1cl - pm1cobalt - pm1cr - pm1cu - pm1du - pm1ebc - pm1ec - pm1fe - pm1hg - pm1k - pm1mg - pm1mn - pm1msa - pm1na - pm1nh4 - pm1nh4no3 - pm1ni - pm1no3 - pm1oc - pm1pb - pm1se - pm1so4 - pm1so4nss - pm1so4ss - pm1v - pm1zn - pm2p5 - pm2p5al - pm2p5as - pm2p5bc - pm2p5c - pm2p5ca - pm2p5cd - pm2p5cl - pm2p5cobalt - pm2p5cr - pm2p5cu - pm2p5du - pm2p5ebc - pm2p5ec - pm2p5fe - pm2p5hg - pm2p5k - pm2p5mg - pm2p5mn - pm2p5msa - pm2p5na - pm2p5nh4 - pm2p5nh4no3 - pm2p5ni - pm2p5no3 - pm2p5oc - pm2p5pb - pm2p5se - pm2p5so4 - pm2p5so4nss - pm2p5so4ss - pm2p5v - pm2p5zn - precal - precas - precca - preccd - preccl - preccobalt - preccr - preccu - precfe - prechg - preck - precmg - precmn - precmsa - precna - precnh4 - precnh4no3 - precni - precno3 - precpb - precse - precso4 - precso4nss - precso4ss - precv - preczn - pshltr - rho2 - sconcal - sconcas - sconcbc - sconcc - sconcc10h16 - sconcc2h4 - sconcc2h6 - sconcc3h6 - sconcc3h8 - sconcc6h6 - sconcc7h8 - sconcca - sconccd - sconcch4 - sconccl - sconcco - sconccobalt - sconccr - sconccu - sconcdu - sconcebc - sconcec - sconcfe - sconch2s - sconchc - sconchcho - sconchcl - sconchf - sconchg - sconchno3 - sconcisop - sconck - sconcmg - sconcmn - sconcmsa - sconcna - sconcnh3 - sconcnh4 - sconcnh4no3 - sconcni - sconcnmvoc - sconcno - sconcno2 - sconcno3 - sconco3 - sconcoc - sconcpan - sconcpb - sconcse - sconcso2 - sconcso4 - sconcso4nss - sconcso4ss - sconcv - sconcvoc - sconczn - sconnmhc - si - slp - spd10 - sst - t2 - td2 - vdist - wetal - wetas - wetca - wetcd - wetcl - wetcobalt - wetcr - wetcu - wetfe - wethg - wetk - wetmg - wetmn - wetmsa - wetna - wetnh4 - wetnh4no3 - wetni - wetno3 - wetpb - wetse - wetso4 - wetso4nss - wetso4ss - wetv - wetzn (ghost-1-4)= ### GHOST 1.4 #### Standards file [GHOST_standards.py](https://github.com/BSC-ES/providentia/blob/master/providentia/dependencies/GHOST_standards/1.4/GHOST_standards.py) #### Available species - absae440-870aero - absco370 - absco467 - absco470 - absco520 - absco522 - absco525 - absco528 - absco530 - absco550 - absco565 - absco590 - absco637 - absco652 - absco660 - absco670 - absco880 - absco950 - absod1020aero - absod440aero - absod675aero - absod870aero - acprec - acsnow - ae440-870aero - asy1020aero - asy1020aerocoarse - asy1020aerofine - asy440aero - asy440aerocoarse - asy440aerofine - asy675aero - asy675aerocoarse - asy675aerofine - asy870aero - asy870aerocoarse - asy870aerofine - cfracmax - cldbot - dir10 - extae440-870aero - extod1020aero - extod1020aerocoarse - extod1020aerofine - extod440aero - extod440aerocoarse - extod440aerofine - extod675aero - extod675aerocoarse - extod675aerofine - extod870aero - extod870aerocoarse - extod870aerofine - fm500frac - lbsco450 - lbsco520 - lbsco525 - lbsco530 - lbsco532 - lbsco550 - lbsco635 - lbsco700 - lbsco850 - lsco450 - lsco520 - lsco525 - lsco530 - lsco532 - lsco550 - lsco635 - lsco700 - lsco850 - od1020aero - od380aero - od440aero - od500aero - od500aerocoarse - od500aerofine - od550aero - od675aero - od870aero - pm1 - pm10 - pm10absco370 - pm10absco467 - pm10absco470 - pm10absco520 - pm10absco522 - pm10absco525 - pm10absco528 - pm10absco530 - pm10absco550 - pm10absco565 - pm10absco590 - pm10absco637 - pm10absco652 - pm10absco660 - pm10absco670 - pm10absco880 - pm10absco950 - pm10al - pm10as - pm10bap - pm10bc - pm10c - pm10ca - pm10cd - pm10cl - pm10cobalt - pm10cr - pm10cu - pm10du - pm10ebc - pm10ec - pm10fe - pm10hg - pm10k - pm10lbsco450 - pm10lbsco520 - pm10lbsco525 - pm10lbsco530 - pm10lbsco532 - pm10lbsco550 - pm10lbsco635 - pm10lbsco700 - pm10lbsco850 - pm10lsco450 - pm10lsco520 - pm10lsco525 - pm10lsco530 - pm10lsco532 - pm10lsco550 - pm10lsco635 - pm10lsco700 - pm10lsco850 - pm10mg - pm10mn - pm10msa - pm10na - pm10nh4 - pm10nh4no3 - pm10ni - pm10no3 - pm10oc - pm10pb - pm10se - pm10so4 - pm10so4nss - pm10so4ss - pm10v - pm10zn - pm1absco370 - pm1absco467 - pm1absco470 - pm1absco520 - pm1absco522 - pm1absco525 - pm1absco528 - pm1absco530 - pm1absco550 - pm1absco565 - pm1absco590 - pm1absco637 - pm1absco652 - pm1absco660 - pm1absco670 - pm1absco880 - pm1absco950 - pm1al - pm1as - pm1bap - pm1bc - pm1c - pm1ca - pm1cd - pm1cl - pm1cobalt - pm1cr - pm1cu - pm1du - pm1ebc - pm1ec - pm1fe - pm1hg - pm1k - pm1lbsco450 - pm1lbsco520 - pm1lbsco525 - pm1lbsco530 - pm1lbsco532 - pm1lbsco550 - pm1lbsco635 - pm1lbsco700 - pm1lbsco850 - pm1lsco450 - pm1lsco520 - pm1lsco525 - pm1lsco530 - pm1lsco532 - pm1lsco550 - pm1lsco635 - pm1lsco700 - pm1lsco850 - pm1mg - pm1mn - pm1msa - pm1na - pm1nh4 - pm1nh4no3 - pm1ni - pm1no3 - pm1oc - pm1pb - pm1se - pm1so4 - pm1so4nss - pm1so4ss - pm1v - pm1zn - pm2p5 - pm2p5absco370 - pm2p5absco467 - pm2p5absco470 - pm2p5absco520 - pm2p5absco522 - pm2p5absco525 - pm2p5absco528 - pm2p5absco530 - pm2p5absco550 - pm2p5absco565 - pm2p5absco590 - pm2p5absco637 - pm2p5absco652 - pm2p5absco660 - pm2p5absco670 - pm2p5absco880 - pm2p5absco950 - pm2p5al - pm2p5as - pm2p5bap - pm2p5bc - pm2p5c - pm2p5ca - pm2p5cd - pm2p5cl - pm2p5cobalt - pm2p5cr - pm2p5cu - pm2p5du - pm2p5ebc - pm2p5ec - pm2p5fe - pm2p5hg - pm2p5k - pm2p5lbsco450 - pm2p5lbsco520 - pm2p5lbsco525 - pm2p5lbsco530 - pm2p5lbsco532 - pm2p5lbsco550 - pm2p5lbsco635 - pm2p5lbsco700 - pm2p5lbsco850 - pm2p5lsco450 - pm2p5lsco520 - pm2p5lsco525 - pm2p5lsco530 - pm2p5lsco532 - pm2p5lsco550 - pm2p5lsco635 - pm2p5lsco700 - pm2p5lsco850 - pm2p5mg - pm2p5mn - pm2p5msa - pm2p5na - pm2p5nh4 - pm2p5nh4no3 - pm2p5ni - pm2p5no3 - pm2p5oc - pm2p5pb - pm2p5se - pm2p5so4 - pm2p5so4nss - pm2p5so4ss - pm2p5v - pm2p5zn - precal - precas - precca - preccd - preccl - preccobalt - preccr - preccu - precfe - prechg - preck - precmg - precmn - precmsa - precna - precnh4 - precnh4no3 - precni - precno3 - precpb - precse - precso4 - precso4nss - precso4ss - precv - preczn - pshltr - rh2 - rinimag1020 - rinimag440 - rinimag675 - rinimag870 - rinreal1020 - rinreal440 - rinreal675 - rinreal870 - sca1020aero - sca440aero - sca675aero - sca870aero - sconcal - sconcas - sconcbap - sconcbappm - sconcbc - sconcc - sconcc10h16 - sconcc2h2 - sconcc2h4 - sconcc2h6 - sconcc3h6 - sconcc3h8 - sconcc4h10 - sconcc4h6 - sconcc4h8 - sconcc5h12 - sconcc6h14 - sconcc6h6 - sconcc7h8 - sconcc9h12 - sconcca - sconccd - sconcch4 - sconccl - sconcco - sconccobalt - sconccr - sconccu - sconcdu - sconcebc - sconcec - sconcfe - sconch2s - sconchc - sconchcho - sconchcl - sconchf - sconchg - sconchno3 - sconcisop - sconck - sconcmg - sconcmn - sconcmsa - sconcna - sconcnh3 - sconcnh4 - sconcnh4no3 - sconcni - sconcnmvoc - sconcno - sconcno2 - sconcno3 - sconco3 - sconcoc - sconcpan - sconcpb - sconcse - sconcso2 - sconcso4 - sconcso4nss - sconcso4ss - sconcv - sconcvoc - sconcxyl - sconczn - sconnmhc - si - slp - spd10 - sphaero - sst - t2 - td2 - vconcaero - vconcaerobin1 - vconcaerobin10 - vconcaerobin11 - vconcaerobin12 - vconcaerobin13 - vconcaerobin14 - vconcaerobin15 - vconcaerobin16 - vconcaerobin17 - vconcaerobin18 - vconcaerobin19 - vconcaerobin2 - vconcaerobin20 - vconcaerobin21 - vconcaerobin22 - vconcaerobin3 - vconcaerobin4 - vconcaerobin5 - vconcaerobin6 - vconcaerobin7 - vconcaerobin8 - vconcaerobin9 - vconcaerocoarse - vconcaerofine - vdist - wetal - wetas - wetca - wetcd - wetcl - wetcobalt - wetcr - wetcu - wetfe - wethg - wetk - wetmg - wetmn - wetmsa - wetna - wetnh4 - wetnh4no3 - wetni - wetno3 - wetpb - wetse - wetso4 - wetso4nss - wetso4ss - wetv - wetzn (ghost-1-5)= ### GHOST 1.5 #### Standards file [GHOST_standards.py](https://github.com/BSC-ES/providentia/blob/master/providentia/dependencies/GHOST_standards/1.5/GHOST_standards.py) #### Available species - absae370-880 - absae370-950 - absae440-675aero - absae440-870aero - absae440-870bc - absae467-652 - absae467-660 - absae675-870aero - absco370 - absco467 - absco470 - absco520 - absco522 - absco525 - absco528 - absco530 - absco550 - absco565 - absco590 - absco637 - absco652 - absco660 - absco670 - absco880 - absco950 - absod1020aero - absod440aero - absod440bcbahadur - absod440bcbahadurschuster - absod440bcschuster - absod440brcbahadur - absod440brcbahadurschuster - absod440brcschuster - absod550aero - absod675aero - absod870aero - abswdaeaero - acprec - acsnow - ae440-870aero - asy1020aero - asy1020aerocoarse - asy1020aerofine - asy440aero - asy440aerocoarse - asy440aerofine - asy525 - asy550 - asy675aero - asy675aerocoarse - asy675aerofine - asy870aero - asy870aerocoarse - asy870aerofine - bcmac637 - bcmac880 - cfracmax - cldbot - dir10 - extae440-675aero - extae440-870aero - extod1020aero - extod1020aerocoarse - extod1020aerofine - extod440aero - extod440aerocoarse - extod440aerofine - extod550aero - extod675aero - extod675aerocoarse - extod675aerofine - extod870aero - extod870aerocoarse - extod870aerofine - fm500frac - lbsco450 - lbsco520 - lbsco525 - lbsco530 - lbsco532 - lbsco550 - lbsco635 - lbsco700 - lbsco850 - lbsf450 - lbsf520 - lbsf525 - lbsf530 - lbsf532 - lbsf550 - lbsf635 - lbsf700 - lbsf850 - lsae440-675aero - lsae450-635 - lsae450-700 - lsco450 - lsco520 - lsco525 - lsco530 - lsco532 - lsco550 - lsco635 - lsco700 - lsco850 - od1020aero - od380aero - od440aero - od500aero - od500aerocoarse - od500aerofine - od550aero - od675aero - od870aero - pm1 - pm10 - pm10absae370-880 - pm10absae370-950 - pm10absae467-652 - pm10absae467-660 - pm10absco370 - pm10absco467 - pm10absco470 - pm10absco520 - pm10absco522 - pm10absco525 - pm10absco528 - pm10absco530 - pm10absco550 - pm10absco565 - pm10absco590 - pm10absco637 - pm10absco652 - pm10absco660 - pm10absco670 - pm10absco880 - pm10absco950 - pm10al - pm10as - pm10asy525 - pm10asy550 - pm10bap - pm10bc - pm10bcmac637 - pm10bcmac880 - pm10c - pm10ca - pm10cd - pm10cl - pm10cobalt - pm10cr - pm10cu - pm10du - pm10ec - pm10fe - pm10hg - pm10k - pm10lbsco450 - pm10lbsco520 - pm10lbsco525 - pm10lbsco530 - pm10lbsco532 - pm10lbsco550 - pm10lbsco635 - pm10lbsco700 - pm10lbsco850 - pm10lbsf450 - pm10lbsf520 - pm10lbsf525 - pm10lbsf530 - pm10lbsf532 - pm10lbsf550 - pm10lbsf635 - pm10lbsf700 - pm10lbsf850 - pm10lsae450-635 - pm10lsae450-700 - pm10lsco450 - pm10lsco520 - pm10lsco525 - pm10lsco530 - pm10lsco532 - pm10lsco550 - pm10lsco635 - pm10lsco700 - pm10lsco850 - pm10mg - pm10mn - pm10msa - pm10na - pm10nh4 - pm10nh4no3 - pm10ni - pm10no3 - pm10oc - pm10pb - pm10sca470 - pm10sca520 - pm10sca590 - pm10sca637 - pm10sca660 - pm10se - pm10so4 - pm10so4nss - pm10so4ss - pm10v - pm10zn - pm1absae370-880 - pm1absae370-950 - pm1absae467-652 - pm1absae467-660 - pm1absco370 - pm1absco467 - pm1absco470 - pm1absco520 - pm1absco522 - pm1absco525 - pm1absco528 - pm1absco530 - pm1absco550 - pm1absco565 - pm1absco590 - pm1absco637 - pm1absco652 - pm1absco660 - pm1absco670 - pm1absco880 - pm1absco950 - pm1al - pm1as - pm1asy525 - pm1asy550 - pm1bap - pm1bc - pm1bcmac637 - pm1bcmac880 - pm1c - pm1ca - pm1cd - pm1cl - pm1cobalt - pm1cr - pm1cu - pm1du - pm1ec - pm1fe - pm1hg - pm1k - pm1lbsco450 - pm1lbsco520 - pm1lbsco525 - pm1lbsco530 - pm1lbsco532 - pm1lbsco550 - pm1lbsco635 - pm1lbsco700 - pm1lbsco850 - pm1lbsf450 - pm1lbsf520 - pm1lbsf525 - pm1lbsf530 - pm1lbsf532 - pm1lbsf550 - pm1lbsf635 - pm1lbsf700 - pm1lbsf850 - pm1lsae450-635 - pm1lsae450-700 - pm1lsco450 - pm1lsco520 - pm1lsco525 - pm1lsco530 - pm1lsco532 - pm1lsco550 - pm1lsco635 - pm1lsco700 - pm1lsco850 - pm1mg - pm1mn - pm1msa - pm1na - pm1nh4 - pm1nh4no3 - pm1ni - pm1no3 - pm1oc - pm1pb - pm1sca470 - pm1sca520 - pm1sca590 - pm1sca637 - pm1sca660 - pm1se - pm1so4 - pm1so4nss - pm1so4ss - pm1v - pm1zn - pm2p5 - pm2p5absae370-880 - pm2p5absae370-950 - pm2p5absae467-652 - pm2p5absae467-660 - pm2p5absco370 - pm2p5absco467 - pm2p5absco470 - pm2p5absco520 - pm2p5absco522 - pm2p5absco525 - pm2p5absco528 - pm2p5absco530 - pm2p5absco550 - pm2p5absco565 - pm2p5absco590 - pm2p5absco637 - pm2p5absco652 - pm2p5absco660 - pm2p5absco670 - pm2p5absco880 - pm2p5absco950 - pm2p5al - pm2p5as - pm2p5asy525 - pm2p5asy550 - pm2p5bap - pm2p5bc - pm2p5c - pm2p5ca - pm2p5cd - pm2p5cl - pm2p5cobalt - pm2p5cr - pm2p5cu - pm2p5du - pm2p5ec - pm2p5fe - pm2p5hg - pm2p5k - pm2p5lbsco450 - pm2p5lbsco520 - pm2p5lbsco525 - pm2p5lbsco530 - pm2p5lbsco532 - pm2p5lbsco550 - pm2p5lbsco635 - pm2p5lbsco700 - pm2p5lbsco850 - pm2p5lbsf450 - pm2p5lbsf520 - pm2p5lbsf525 - pm2p5lbsf530 - pm2p5lbsf532 - pm2p5lbsf550 - pm2p5lbsf635 - pm2p5lbsf700 - pm2p5lbsf850 - pm2p5lsae450-635 - pm2p5lsae450-700 - pm2p5lsco450 - pm2p5lsco520 - pm2p5lsco525 - pm2p5lsco530 - pm2p5lsco532 - pm2p5lsco550 - pm2p5lsco635 - pm2p5lsco700 - pm2p5lsco850 - pm2p5mg - pm2p5mn - pm2p5msa - pm2p5na - pm2p5nh4 - pm2p5nh4no3 - pm2p5ni - pm2p5no3 - pm2p5oc - pm2p5pb - pm2p5se - pm2p5so4 - pm2p5so4nss - pm2p5so4ss - pm2p5v - pm2p5zn - pmp25bcmac637 - pmp25bcmac880 - pmp25sca470 - pmp25sca520 - pmp25sca590 - pmp25sca637 - pmp25sca660 - precal - precas - precbap - precca - preccd - preccl - preccobalt - preccr - preccu - precf - precfe - prech - prechg - preck - precmg - precmn - precmsa - precna - precnh4 - precnh4no3 - precni - precno3 - precpb - precph - precpo4 - precse - precso4 - precso4nss - precso4ss - precv - preczn - pshltr - rh2 - rinimag1020 - rinimag440 - rinimag675 - rinimag870 - rinreal1020 - rinreal440 - rinreal675 - rinreal870 - sca1020aero - sca440aero - sca470 - sca520 - sca550aero - sca590 - sca637 - sca660 - sca675aero - sca870aero - scaae440-675aero - sconcal - sconcas - sconcbap - sconcbappm - sconcbc - sconcc - sconcc10h16 - sconcc2h2 - sconcc2h4 - sconcc2h6 - sconcc3h6 - sconcc3h8 - sconcc4h10 - sconcc4h6 - sconcc4h8 - sconcc5h12 - sconcc6h14 - sconcc6h6 - sconcc7h8 - sconcc9h12 - sconcca - sconccd - sconcch4 - sconccl - sconcco - sconccobalt - sconccr - sconccu - sconcdu - sconcec - sconcfe - sconch2s - sconchc - sconchcho - sconchcl - sconchf - sconchg - sconchno3 - sconcisop - sconck - sconcmg - sconcmn - sconcmpxyl - sconcmsa - sconcmxyl - sconcna - sconcnh3 - sconcnh4 - sconcnh4no3 - sconcni - sconcnmvoc - sconcno - sconcno2 - sconcno3 - sconco3 - sconcoc - sconcoxyl - sconcpan - sconcpb - sconcpxyl - sconcse - sconcso2 - sconcso4 - sconcso4nss - sconcso4ss - sconcv - sconcvoc - sconcxyl - sconczn - sconnmhc - si - slp - spd10 - sphaero - sst - t2 - td2 - vconcaero - vconcaerobin1 - vconcaerobin10 - vconcaerobin11 - vconcaerobin12 - vconcaerobin13 - vconcaerobin14 - vconcaerobin15 - vconcaerobin16 - vconcaerobin17 - vconcaerobin18 - vconcaerobin19 - vconcaerobin2 - vconcaerobin20 - vconcaerobin21 - vconcaerobin22 - vconcaerobin3 - vconcaerobin4 - vconcaerobin5 - vconcaerobin6 - vconcaerobin7 - vconcaerobin8 - vconcaerobin9 - vconcaerocoarse - vconcaerofine - vdist - wetal - wetas - wetbap - wetca - wetcd - wetcl - wetcobalt - wetcr - wetcu - wetf - wetfe - wethg - wetk - wetmg - wetmn - wetmsa - wetna - wetnh4 - wetnh4no3 - wetni - wetno3 - wetpb - wetpo4 - wetse - wetso4 - wetso4nss - wetso4ss - wetv - wetzn (ghost-1-5-1)= ### GHOST 1.5.1 #### Standards file [GHOST_standards.py](https://github.com/BSC-ES/providentia/blob/master/providentia/dependencies/GHOST_standards/1.5.1/GHOST_standards.py) #### Available species - absae370-880 - absae370-950 - absae440-675aero - absae440-870aero - absae440-870bc - absae467-652 - absae467-660 - absae675-870aero - absco370 - absco467 - absco470 - absco520 - absco522 - absco525 - absco528 - absco530 - absco550 - absco565 - absco590 - absco637 - absco652 - absco660 - absco670 - absco880 - absco950 - absod1020aero - absod440aero - absod440bcbahadur - absod440bcbahadurschuster - absod440bcschuster - absod440brcbahadur - absod440brcbahadurschuster - absod440brcschuster - absod550aero - absod675aero - absod870aero - abswdaeaero - acprec - acsnow - ae440-870aero - asy1020aero - asy1020aerocoarse - asy1020aerofine - asy440aero - asy440aerocoarse - asy440aerofine - asy525 - asy550 - asy675aero - asy675aerocoarse - asy675aerofine - asy870aero - asy870aerocoarse - asy870aerofine - bcmac637 - bcmac880 - cfracmax - cldbot - dir10 - extae440-675aero - extae440-870aero - extod1020aero - extod1020aerocoarse - extod1020aerofine - extod440aero - extod440aerocoarse - extod440aerofine - extod550aero - extod675aero - extod675aerocoarse - extod675aerofine - extod870aero - extod870aerocoarse - extod870aerofine - fm500frac - lbsco450 - lbsco520 - lbsco525 - lbsco530 - lbsco532 - lbsco550 - lbsco635 - lbsco700 - lbsco850 - lbsf450 - lbsf520 - lbsf525 - lbsf530 - lbsf532 - lbsf550 - lbsf635 - lbsf700 - lbsf850 - lsae440-675aero - lsae450-635 - lsae450-700 - lsco450 - lsco520 - lsco525 - lsco530 - lsco532 - lsco550 - lsco635 - lsco700 - lsco850 - od1020aero - od380aero - od440aero - od500aero - od500aerocoarse - od500aerofine - od550aero - od675aero - od870aero - pm1 - pm10 - pm10absae370-880 - pm10absae370-950 - pm10absae467-652 - pm10absae467-660 - pm10absco370 - pm10absco467 - pm10absco470 - pm10absco520 - pm10absco522 - pm10absco525 - pm10absco528 - pm10absco530 - pm10absco550 - pm10absco565 - pm10absco590 - pm10absco637 - pm10absco652 - pm10absco660 - pm10absco670 - pm10absco880 - pm10absco950 - pm10al - pm10as - pm10asy525 - pm10asy550 - pm10bap - pm10bc - pm10bcmac637 - pm10bcmac880 - pm10c - pm10ca - pm10cd - pm10cl - pm10cobalt - pm10cr - pm10cu - pm10du - pm10ec - pm10fe - pm10hg - pm10k - pm10lbsco450 - pm10lbsco520 - pm10lbsco525 - pm10lbsco530 - pm10lbsco532 - pm10lbsco550 - pm10lbsco635 - pm10lbsco700 - pm10lbsco850 - pm10lbsf450 - pm10lbsf520 - pm10lbsf525 - pm10lbsf530 - pm10lbsf532 - pm10lbsf550 - pm10lbsf635 - pm10lbsf700 - pm10lbsf850 - pm10lsae450-635 - pm10lsae450-700 - pm10lsco450 - pm10lsco520 - pm10lsco525 - pm10lsco530 - pm10lsco532 - pm10lsco550 - pm10lsco635 - pm10lsco700 - pm10lsco850 - pm10mg - pm10mn - pm10msa - pm10na - pm10nh4 - pm10nh4no3 - pm10ni - pm10no3 - pm10oc - pm10pb - pm10sca470 - pm10sca520 - pm10sca590 - pm10sca637 - pm10sca660 - pm10se - pm10so4 - pm10so4nss - pm10so4ss - pm10v - pm10zn - pm1absae370-880 - pm1absae370-950 - pm1absae467-652 - pm1absae467-660 - pm1absco370 - pm1absco467 - pm1absco470 - pm1absco520 - pm1absco522 - pm1absco525 - pm1absco528 - pm1absco530 - pm1absco550 - pm1absco565 - pm1absco590 - pm1absco637 - pm1absco652 - pm1absco660 - pm1absco670 - pm1absco880 - pm1absco950 - pm1al - pm1as - pm1asy525 - pm1asy550 - pm1bap - pm1bc - pm1bcmac637 - pm1bcmac880 - pm1c - pm1ca - pm1cd - pm1cl - pm1cobalt - pm1cr - pm1cu - pm1du - pm1ec - pm1fe - pm1hg - pm1k - pm1lbsco450 - pm1lbsco520 - pm1lbsco525 - pm1lbsco530 - pm1lbsco532 - pm1lbsco550 - pm1lbsco635 - pm1lbsco700 - pm1lbsco850 - pm1lbsf450 - pm1lbsf520 - pm1lbsf525 - pm1lbsf530 - pm1lbsf532 - pm1lbsf550 - pm1lbsf635 - pm1lbsf700 - pm1lbsf850 - pm1lsae450-635 - pm1lsae450-700 - pm1lsco450 - pm1lsco520 - pm1lsco525 - pm1lsco530 - pm1lsco532 - pm1lsco550 - pm1lsco635 - pm1lsco700 - pm1lsco850 - pm1mg - pm1mn - pm1msa - pm1na - pm1nh4 - pm1nh4no3 - pm1ni - pm1no3 - pm1oc - pm1pb - pm1sca470 - pm1sca520 - pm1sca590 - pm1sca637 - pm1sca660 - pm1se - pm1so4 - pm1so4nss - pm1so4ss - pm1v - pm1zn - pm2p5 - pm2p5absae370-880 - pm2p5absae370-950 - pm2p5absae467-652 - pm2p5absae467-660 - pm2p5absco370 - pm2p5absco467 - pm2p5absco470 - pm2p5absco520 - pm2p5absco522 - pm2p5absco525 - pm2p5absco528 - pm2p5absco530 - pm2p5absco550 - pm2p5absco565 - pm2p5absco590 - pm2p5absco637 - pm2p5absco652 - pm2p5absco660 - pm2p5absco670 - pm2p5absco880 - pm2p5absco950 - pm2p5al - pm2p5as - pm2p5asy525 - pm2p5asy550 - pm2p5bap - pm2p5bc - pm2p5c - pm2p5ca - pm2p5cd - pm2p5cl - pm2p5cobalt - pm2p5cr - pm2p5cu - pm2p5du - pm2p5ec - pm2p5fe - pm2p5hg - pm2p5k - pm2p5lbsco450 - pm2p5lbsco520 - pm2p5lbsco525 - pm2p5lbsco530 - pm2p5lbsco532 - pm2p5lbsco550 - pm2p5lbsco635 - pm2p5lbsco700 - pm2p5lbsco850 - pm2p5lbsf450 - pm2p5lbsf520 - pm2p5lbsf525 - pm2p5lbsf530 - pm2p5lbsf532 - pm2p5lbsf550 - pm2p5lbsf635 - pm2p5lbsf700 - pm2p5lbsf850 - pm2p5lsae450-635 - pm2p5lsae450-700 - pm2p5lsco450 - pm2p5lsco520 - pm2p5lsco525 - pm2p5lsco530 - pm2p5lsco532 - pm2p5lsco550 - pm2p5lsco635 - pm2p5lsco700 - pm2p5lsco850 - pm2p5mg - pm2p5mn - pm2p5msa - pm2p5na - pm2p5nh4 - pm2p5nh4no3 - pm2p5ni - pm2p5no3 - pm2p5oc - pm2p5pb - pm2p5se - pm2p5so4 - pm2p5so4nss - pm2p5so4ss - pm2p5v - pm2p5zn - pmp25bcmac637 - pmp25bcmac880 - pmp25sca470 - pmp25sca520 - pmp25sca590 - pmp25sca637 - pmp25sca660 - precal - precas - precbap - precca - preccd - preccl - preccobalt - preccr - preccu - precf - precfe - prech - prechg - preck - precmg - precmn - precmsa - precna - precnh4 - precnh4no3 - precni - precno3 - precpb - precph - precpo4 - precse - precso4 - precso4nss - precso4ss - precv - preczn - pshltr - rh2 - rinimag1020 - rinimag440 - rinimag675 - rinimag870 - rinreal1020 - rinreal440 - rinreal675 - rinreal870 - sca1020aero - sca440aero - sca470 - sca520 - sca550aero - sca590 - sca637 - sca660 - sca675aero - sca870aero - 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