Repository for code to plot Figures for "WindSightNet: the inter-annual variability of Martian winds retrieved from InSight's seismic data with machine learning" submitted to JGR: Planets. Authors: A. E. Stott, R. F. Garcia, N. Murdoch, D. Mimoun, M. Drilleau, C. Newman, A. Spiga, D. Banfield, M. Lemmon, S. Navarro, L. Mora-Sotomayor, C. Charalambous, W. T. Pike, P. Lognonné, W. B .Banerdt
Plot_WindSightNetData.py Python file plotting each data Figure in the paper. Use as guideline for using WindSightNet wind speed and direction catalogue
Requirements: WindSightNet data available for download: A. E. Stott et al. https://doi.org/10.5281/zenodo.14267663
File contains value of wind speed and direction for a sample at given times:
- Sol - number of sol of InSight mission
- UTC - Coordinated Universal Time of sample
- LTST - Local True Solar Time of sample
- L_s - Solar longitude value of sample
- Time - seconds since UNIX epoch
Data is considered to be sampled at a rate of 0.01 Hz when there are no gaps.
For Figure 11 InSight optical depth data available: Lemmon, Mark (2024), “InSight Mars lander optical depths”, Mendeley Data, V1, doi: 10.17632/7fn53rjdpc.1
To create axes with L_s in use code to convert Mars times from: https://pss-gitlab.math.univ-paris-diderot.fr/sainton/marsconverter Note - not necessary for basic plotting of original data which already has converted times
InSight seismic data available: InSight Mars SEIS Data Service. (2019). SEIS raw data, Insight Mission. IPGP, JPL, CNES, ETHZ, ICL, MPS, ISAE-Supaero, LPG, MFSC. https://doi.org/10.18715/SEIS.INSIGHT.XB_2016
InSight TWINS wind data available: J A Manfredi, Insight Auxiliary Payload Sensor Subsystem (APSS) Temperatures and Wind Sensor for Insight (TWINS) Archive Bundle, (2019), https://doi.org/10.17189/1518950