In this section you can find some resources and information for external users who are using the publicly available data on the ESA Planetary Science Archive.
ESA Planetary Science Archive
Calibrated NOMAD data is now available via the ESA Planetary Science Archive.
|Access the ESA Planetary Science Archive|
Type in ExoMars 2016 and click the search icon.
Then in the menus on the left select:
- Missions -> ExoMars 2016 -> Orbiter
- Instruments -> NOMAD -> SO/LNO/UVIS as desired
- Processing Level -> Level 3 || Calibrated
Any file in the list with an unlocked padlock can be downloaded. Note that you do not need a PSA account.
The Product Identifier has a defined format for each observation type:
|SO solar occultation||nmd_cal_sc_<channel>_<start_time>-<end_time>-<altitude_type>-<observation_type>-<diffraction_order>|
|UVIS solar occultation / limb / nadir||nmd_cal_sc_<channel>_<start_time>-<end_time>-<observation_type>|
|SO / LNO solar occultation fullscan||nmd_cal_sc_<channel>_<start_time>-<end_time>-<observation_type>-S|
|SO / LNO solar calibration*||nmd_cal_sc_<channel>_<start_time>-<end_time>-<observation_number>-<observation_type>|
|UVIS solar calibration*||nmd_cal_sc_<channel>_<start_time>-<end_time>-<observation_type>|
*To search for solar calibration observations, you must select Processing Level -> Partially Processed
To use the SO and LNO data, firstly we suggest that you read both Neefs et al. 2015 and Liuzzi et al. 2019 to understand how the AOTF and diffraction grating work to select the desired spectral region (diffraction order). For calibration of the SO channel, we suggest you additionally read Villanueva et al. 2022 (particularly the appendix); for LNO you should read Thomas et al. 2022; for UVIS you should read Willame et al. 2022.
For those unaccustomed to the PDS4 standard, we suggest you take a look at the NASA PDS Atmospheres Node.
A NOMAD calibrated data product consists of 4 files, conforming to the NASA PDS4 format. An example of the four filenames for an SO channel product is given here:
- nmd_cal_sc_so_20180421T202111-20180421T203543-a-e-134.tab (tabulated data product)
- nmd_cal_sc_so_20180421T202111-20180421T203543-a-e-134.xml (tabulated data xml label)
- nmd_cal_sc_browse_20180421T202111-20180421T203543-a-e-134-so.png (png browse product)
- nmd_cal_sc_browse_20180421T202111-20180421T203543-a-e-134-so.xml (browse xml label).
By looking at the filename we can see that the product above contains data taken by the SO channel, measuring diffraction order 134 during an egress occultation, starting at 20:21:11 UTC on 21st April 2018 (the first solar occultation of the science phase). The <altitude_type> letter "a" tells us that this diffraction order was measured for the complete solar occultation (i.e. from above the atmosphere to the surface).
The browse product shows a quick summary of the data, displaying the transmittances of all recorded spectra throughout the entire occultation. Notable features include a small H2O absorption band around 3026cm-1. Most bad pixels have been successfully corrected; however some datasets still include the occasional bad pixel. The SO channel consists of 320 pixels in the spectral dimension, ranging here from 3011 to 3035cm-1 for diffraction order 134 and this specific instrument temperature. To run a simple test of your PDS reader, follow the instructions below to plot the transmittances in the data product and check that the figure matches the browse product:
- Wavenumber data, to be plotted on the x axis, can be found in the xml group field Pixel wavenumbers (for SO) or Pixel wavelengths (for UVIS)
- Transmittances, to be ploted on the y axis, can be found in the xml group field Pixel transmittances (for occultation data) or Pixel radiances (for UVIS nadir data).
- The tangent altitude corresponding to the centre of the field of view is found in the fields TangentAltStart0 and TangentAltEnd0, where Start and End correspond to the acqusition start and end times respectively, and the 0 refers to the field of view point (where 0 = centre, and 1-4 define the corners of the SO channel).
Experiment-To-Archive Interface Document (EAICD)
The EAICD describes the steps taken to process and calibrate the data, and a detailed description of all the fields available in the data.
|Click here to access the NOMAD EAICD|
Analysing the data
To run retrievals on the SO data, it is essential that the Instrument Line Shape, AOTF shape, blaze function and temperature-dependent spectral calibration are correctly accounted for within the retrieval code. The latest model presented in the appendix in Villanueva et al. 2022; for more information on the AOTF and blaze, please see Liuzzi et al. 2019. As calibration progresses, this page will be updated with more information.
This page contains a list of known issues that have been found in the data. If you find anything unusual, please check these pages first to see if the reason is already known.