This page aims to keep a record of all published datasets that may be relevant to the NOMAD team

 

Observational datasets linked to published articles

Dataset descriptionYearInstrument(s)Dataset lead author(s)Article DOILink to dataset
Retrieved dust and water ice concentration and particle size over time from solar occultation measurements 2019 NOMAD-SO Giuliano Liuzzi https://doi.org/10.1029/2019JE006250 https://psg.gsfc.nasa.gov/apps/exomars.php
NOMAD-UVIS ozone and aerosol vertical profile retrievals for MY 34-35 from solar occultation measurements 2021 NOMAD-UVIS Manish Patel https://doi.org/10.1029/2021JE006834 https://ordo.open.ac.uk/articles/dataset/NOMAD-UVIS_ozone_vertical_profile_retrievals_for_Mars_Year_34-35/13580336/1
Water vapour vertical profiles in the atmosphere of Mars retrieved from 3.5 years of solar occultation measurements 2022 NOMAD-SO Shohei Aoki https://doi.org/10.1029/2022JE007231 https://dx.doi.org/10.18758/71021072
CO/CO2 ratio in MY 35 retrieved from solar occultation measurements 2022 NOMAD-SO Nao Yoshida https://doi.org/10.1029/2022GL098485 https://dx.doi.org/10.18758/71021076
Martian atmospheric temperature and density profiles during the 1st year of NOMAD/TGO solar occultation measurements 2022 NOMAD-SO Miguel-Angel Lopez Valverde https://doi.org/10.1029/2022JE007278 https://zenodo.org/record/7086187#.Y4xDQb_MJX0
Limb profiles, brightness and altitude of the emission peak of oxygen green and red lines from dayside limb observations 2022 NOMAD-UVIS Lauriane Soret https://doi.org/10.1029/2022JE007220 https://dx.doi.org/10.18758/71021077
Density and temperature of the upper mesosphere and lower thermosphere of Mars retrieved from the OI 557.7 nm dayglow 2022 NOMAD-UVIS Shohei Aoki https://doi.org/10.1029/2022JE007206 https://dx.doi.org/10.18758/71021073
Retrievals of ozone profiles the 2018 GDS and for the same season one MY later, and GEM-Mars GCM ozone simulations including comparisons to observations 2022 NOMAD-UVIS and GEM-Mars Frank Daerden and Michael Wolff https://doi.org/10.1029/2022GL098821 https://dx.doi.org/10.18758/71021070
Carbon dioxide retrievals and temperature profiles retrievals with the hydrostatic equilibrium equation from solar occultation measurements 2022 NOMAD-SO Loic Trompet - https://dx.doi.org/10.18758/71021074
Water vapor vertical distribution on Mars during perihelion season of MY 34 and MY 35 from solar occultation measurements 2022 NOMAD-SO Adrian Brines - https://doi.org/10.5281/zenodo.7085454
Retrieval of Martian atmospheric CO vertical profiles from NOMAD observations during the 1st year of TGO solar occultation measurements 2022 NOMAD-SO Ashimananda Modak - https://zenodo.org/record/7268447#.Y4xFIL_MJX0
Global distribution of ozone vertical profiles retrieved from solar occultation measurements 2022 NOMAD-UVIS Arianna Piccialli - https://dx.doi.org/10.18758/71021079
Temperature, water VMR and saturation profiles from NIR observations and aerosol extinctions from TIRVIM and MIR observations 2020 ACS Anna Fedorova https://doi.org/10.1126/science.aay9522 http://exomars.cosmos.ru/ACS_Results_stormy_water_vREzUd4pxG/
Isotopic composition of H2O and CO2 from solar occultation measurements 2021 ACS-MIR Juan Alday https://doi.org/10.1038/s41550-021-01389-x https://zenodo.org/record/5100449#.Y4jMCH3MJPY
H2O VMR measured during the second halves of MY 34 and 35 from solar occultation measurements 2021 ACS-MIR Denis Belyaev https://doi.org/10.1029/2021GL093411 https://data.mendeley.com/datasets/995y7ymdgm/1
Pressure, temperature, dust, water vapour, water ice and CO2 ice 2009 MCS Armin Kleinböhl https://doi.org/10.1029/2009JE003358 https://atmos.nmsu.edu/data_and_services/atmospheres_data/MARS/mcs.html

 

GCM datasets linked to published articles

GEM-Mars GCM simulations of O3 for NOMAD-UVIS solar occultation profiles 2021 GEM-Mars Frank Daerden https://doi.org/10.1029/2021JE006837 https://repository.aeronomie.be/?doi=10.18758/71021066
Mars GCM output masked to UVIS aerosol opacity profiles for MY 34-35 2021 MGCM Paul Streeter https://doi.org/10.1029/2021JE007065 https://ordo.open.ac.uk/articles/dataset/Mars_Global_Climate_Model_output_masked_to_UVIS_aerosol_opacity_profiles_Mars_Year_34-35/16616680/1
Temperature, dust, water vapour and ozone from multiple different spacecraft, combined with a Mars GCM 2022 OpenMars James Holmes https://doi.org/10.1016/j.pss.2020.104962 https://doi.org/10.21954/ou.rd.c.4278950

 

 

Datasets in accessible repositories

ESA planetary science archive (PSA): https://archives.esac.esa.int/psa/#!Table%20View/ExoMars%202016=mission

Official ESA repository for all NOMAD data

An introduction to the data can be found here: https://nomad.aeronomie.be/index.php/data-psa-users/introduction

 

Virtual European Solar and Planetary Access (VESPA): https://vespa.obspm.fr/planetary/data/

Virtual Observatory for Planetary Science, connecting all sorts of data in the field, allowing for rapid data search and providing modern tools to retrieve, cross-correlate, and display data and results of scientific analyses.

See presentation from Loic Trompet here

E.g. GEM Mars profiles, NOMAD-SO CO2 and temperature profiles are available

 

Datasets available via API

GEM Mars

GEM Mars profiles are available for MY34 and MY35 directly via the following url:

https://gem-mars.aeronomie.be/vespa-gem?myear=[34,35]&lat=[-90, 90]&lon=[-180,180]&ls=[0, 360]&lst=[0,24]

The output is in VOtable format. See here for an example in python 

 

PSG

Access with curl

https://psg.gsfc.nasa.gov/helpapi.php