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Primitiveness of cometary dust collected by MIDAS on-boardRosetta

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<p>Comets are thought to have preserved dust particles from the very beginning of Solar System formation, providing a unique insight into intricate processes like dust growth mechanisms. The Rosetta mission offered the best opportunity to investigate nearly pristine cometary dust particles of comet 67P/Churyumov–Gerasimenko. In particular, among the three in-situ dust instruments, the MIDAS (Micro-Imaging Dust Analysis System) atomic force microscope collected cometary dust particles with sizes from hundreds of nanometres to tens of micrometres on dedicated targets and recorded their 3D topographic information and related parameters (Bentley et al. 2016a). However, the straightforward dust collection strategy, i.e., simply hitting the collection targets, leads to an unknown degree of collection alteration (Mannel et al. 2016; Bentley et al. 2016b).</p> <p>We aim to understand dust alteration during collection and determine which structural properties of the MIDAS dust particle remained pristine. An exhaustive dust particle catalogue for MIDAS is created, containing 3494 dust particles with (meta)data. Among these particles, we carefully select 1082 particles that are eligible for a more extensive structural investigation. First, we generate sophisticated dust maps showing the distribution of the selected dust particles on the collection targets and investigate dust clustering, i.e., determination of which of the particles stem from a single parent particle that fragmented upon the collection impact. Additionally, in the collaboration with Longobardo et al. in preparation, we use an algorithm to determine from which cometary source regions which MIDAS particles were stemming (Longobardo et al. 2020). Next, we develop MIDAS particle shape descriptors such as aspect ratio (i.e., height of the particle divided by the square root of area; Lasue et al. 2019), elongation, circularity, convexity, and particle surface/volume distribution. Furthermore, we compare the structure of the MIDAS dust particles and the clusters to those found in the laboratory experiments (Ellerborek et al. 2017) and by COSIMA/Rosetta (Langevin et al. 2016). Finally, we combine our findings to calculate a pristinity score for MIDAS particles and determine the most pristine particles and their properties.</p> <p><img src="data:image/png;base64, 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
Title: Primitiveness of cometary dust collected by MIDAS on-boardRosetta
Description:
<p>Comets are thought to have preserved dust particles from the very beginning of Solar System formation, providing a unique insight into intricate processes like dust growth mechanisms.
The Rosetta mission offered the best opportunity to investigate nearly pristine cometary dust particles of comet 67P/Churyumov–Gerasimenko.
In particular, among the three in-situ dust instruments, the MIDAS (Micro-Imaging Dust Analysis System) atomic force microscope collected cometary dust particles with sizes from hundreds of nanometres to tens of micrometres on dedicated targets and recorded their 3D topographic information and related parameters (Bentley et al.
2016a).
However, the straightforward dust collection strategy, i.
e.
, simply hitting the collection targets, leads to an unknown degree of collection alteration (Mannel et al.
2016; Bentley et al.
2016b).
</p> <p>We aim to understand dust alteration during collection and determine which structural properties of the MIDAS dust particle remained pristine.
An exhaustive dust particle catalogue for MIDAS is created, containing 3494 dust particles with (meta)data.
Among these particles, we carefully select 1082 particles that are eligible for a more extensive structural investigation.
First, we generate sophisticated dust maps showing the distribution of the selected dust particles on the collection targets and investigate dust clustering, i.
e.
, determination of which of the particles stem from a single parent particle that fragmented upon the collection impact.
Additionally, in the collaboration with Longobardo et al.
in preparation, we use an algorithm to determine from which cometary source regions which MIDAS particles were stemming (Longobardo et al.
2020).
Next, we develop MIDAS particle shape descriptors such as aspect ratio (i.
e.
, height of the particle divided by the square root of area; Lasue et al.
 2019), elongation, circularity, convexity, and particle surface/volume distribution.
Furthermore, we compare the structure of the MIDAS dust particles and the clusters to those found in the laboratory experiments (Ellerborek et al.
2017) and by COSIMA/Rosetta (Langevin et al.
2016).
Finally, we combine our findings to calculate a pristinity score for MIDAS particles and determine the most pristine particles and their properties.
</p> <p><img src="data:image/png;base64, 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.

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