CE-MS data for Autonomous CE Mass-Spectra Examination (ACME) for the Ocean Worlds Life Surveyor (OWLS)
Authors/Creators
- 1. Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
Description
These folders contain the original data used to develop the ACME software [1].
The Golden and Silver dataset come from simulations. They underrepresent the complexity in the CE-MS observations but provide additional data with known peak locations and peak properties. For more information see [1]
The Dev-, Train-, and Test-set contain CE-MS [2] observations of Mix25 (a standard set of 25 organic compounds relevant to astrobiology) and labels for peak locations from subject matter experts.
The ACME software is available at:
https://github.com/JPLMLIA/OWLS-Autonomy
When using the data please cite this dataset [3] and the two papers below.
For further questions please reach out to:
Steffen Mauceri, Steffen.Mauceri@jpl.nasa.gov
References:
[1] Mauceri, S., Lee, J., Wronkiewicz, M., et.al. (2022). Autonomous CE Mass-Spectra Examination (ACME) for the Ocean Worlds Life Surveyor (OWLS). (submitted) Earth and Space Science
[2] Mora et al., F.(2021). Detection of biosignatures by capillary electrophoresis and mass spectrometry in the presence of salts relevant to missions to ocean worlds (submitted). Astrobiology.
[3] 10.5281/zenodo.5849873
© 2022. California Institute of Technology. Government sponsorship acknowledged
Files
Dev_set_V1.zip
Files
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Additional details
References
- Mauceri, S., Lee, J., Wronkiewicz, M., et.al. (2022). Autonomous CE Mass-Spectra Examination (ACME) for the Ocean Worlds Life Surveyor (OWLS) (submitted). Earth and Space Science
- Mora et al., F.(2021). Detection of biosignatures by capillary electrophoresis and mass spectrometry in the presence of salts relevant to missions to ocean worlds (submitted). Astrobiology.