R. Schulz, A. C. Boehnhardt, and K. H. Glassmeier, Rosetta: ESA's mission to the origin of the solar system, 2009.

J. Kissel, K. Altwegg, and B. C. Clark, Cosima -high resolution time-of-flight secondary ion mass spectrometer for the analysis of cometary dust particles onboard Rosetta, Space Science Reviews, vol.128, pp.823-867, 2007.

Y. Langevin, M. Hilchenbach, and N. Ligier, Typology of dust particles collected by the COSIMA mass spectrometer in the inner coma of 67P/Churyumov Gerasimenko, Icarus, vol.271, pp.76-97, 2016.
URL : https://hal.archives-ouvertes.fr/in2p3-01270970

S. Merouane, B. Zaprudin, and O. Stenzel, Dust particle flux and size distribution in the coma of 67P/Churyumov-Gerasimenko measured in situ by the COSIMA instrument on board Rosetta, Astron Astrophys, vol.596, pp.1-12, 2016.

M. Hilchenbach, J. Kissel, and Y. Langevin, Comet 67P/Churyumov-Gerasimenko: close-up on dust particle fragments, The Astrophysical Journal Letters, vol.816, pp.1-6, 2016.
URL : https://hal.archives-ouvertes.fr/in2p3-01291758

N. Fray, A. Bardyn, and H. Cottin, High-molecular-weight organic matter in the particles of comet 67P/Churyumov-Gerasimenko, Nature, vol.528, pp.72-74, 2016.
URL : https://hal.archives-ouvertes.fr/insu-01362335

A. Bardyn, D. Baklouti, and H. Cottin, Carbon-rich dust in comet 67P, Monthly Notices of the Royal Astronomical Society), vol.469, pp.712-722, 2017.

R. Isnard, A. Bardyn, and N. Fray, H/C elemental ratio of the refractory organic matter in cometary particles of 67P/Churyumov-Gerasimenko, Astronomy Astrophysics, vol.630, pp.1-10, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02360763

N. Fray, A. Bardyn, and H. Cottin, Nitrogen-to-carbon atomic ratio measured by COSIMA in the particles of comet 67P/Churyumov-Gerasimenko, MNRAS (Monthly Notices of the Royal Astronomical Society), vol.469, pp.506-516, 2017.

K. Varmuza, P. Filzmoser, and I. Hoffmann, Significance of variables for discrimination: applied to the search of organic ions in mass spectra measured on cometary particles, J Chemometr, vol.32, pp.1-13, 2018.
URL : https://hal.archives-ouvertes.fr/insu-01897886

O. Stenzel, M. Hilchenbach, and S. Merouane, Similarities in element content between comet 67P/Churyumov-Gerasimenko coma dust and selected meteorite samples, MNRAS (Monthly Notices of the Royal Astronomical Society), vol.469, pp.492-505, 2017.

S. Merouane, O. Stenzel, and M. Hilchenbach, Evolution of the physical properties of dust and cometary dust activity from 67P/ Churyumov-Gerasimenko measured in situ by, Monthly Notices of the Royal Astronomical Society), vol.469, pp.459-474, 2017.

P. Filzmoser, K. Hron, and M. Templ, Applied compositional data analysis, 2018.

R. G. Brereton, Applied chemometrics for scientists, 2007.

B. Manly, Multivariate statistical methods: a primer, 2000.

K. Varmuza and P. Filzmoser, Introduction to multivariate statistical analysis in chemometrics, 2009.

M. Hubert, P. J. Rousseeuw, and K. Vandenbranden, ROBPCA: a new approach to robust principal components, Technometrics, vol.47, pp.64-79, 2005.

V. Todorov and P. Filzmoser, Robust multivariate analysis, J Stat Softw, vol.32, pp.1-47, 2009.

R. G. Brereton and G. R. Lloyd, Partial least squares discriminant analysis: taking the magic away, J Chemometr, vol.28, pp.213-225, 2013.

R. G. Brereton, Chemometrics for pattern recognition, 2009.

L. Breiman, Random forests, Machine learning, vol.45, pp.5-32, 2001.

L. Breiman, J. Friedman, C. J. Stone, and R. A. Olshen, Classification and regression trees, 1984.

P. Filzmoser, B. Liebmann, and K. Varmuza, Repeated double cross validation, J Chemometr, vol.23, pp.160-171, 2009.

K. Varmuza and P. Filzmoser, Repeated double cross validation (rdCV)-a strategy for optimizing empirical multivariate models, and for comparing their prediction performances, vol.2015, pp.15-31

R. Wehrens, Chemometrics with R, 2011.

A. Liaw and M. Wiener, Classification and regression by random forest. R News, vol.2, pp.18-22, 2002.

W. N. Venables and B. D. Ripley, Modern applied statistics with S, 2003.

R. Schulz, M. Hilchenbach, and Y. Langevin, Comet 67P/Churyumov-Gerasimenko sheds dust coat accumulated over the past four years, Nature, vol.518, pp.216-218, 2015.
URL : https://hal.archives-ouvertes.fr/insu-01182128

K. Varmuza, P. Filzmoser, and N. Fray, Composition of cometary particles collected during two periods of the Rosetta mission: multivariate evaluation of mass spectral data, Journal of Chemometrics, vol.3218, 2020.
URL : https://hal.archives-ouvertes.fr/hal-02498770