WindSightNet: Catalogue of wind speed and direction data from NASA InSight lander on Mars using seismic data

Dataset associated with the publication "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 Files containing catalogue of winds produced from the seismic data on the NASA InSight mission using machine learning algorithm produced in above publication. Please refer to this publication for technical details. Contents: WindSightNet.csv - file containing wind speed and direction produced from the WindSightNet neural network based on seismic data TWINS.csv - comparitive wind speed and direction from TWINS wind sensor when available. TWINS data originally available from: 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 Each file contains values for: Wind Speed Wind dir. 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. Example code for plotting paper figures can be found: https://doi.org/10.5281/zenodo.14267939