3 research outputs found
Layerings in the nucleus of comet 67P/Churyumov-Gerasimenko
The Rosetta mission delivered images of comet 67P's nucleus at unprecedented
resolution which indicate the presence of a global layering system. By merging
techniques of structural geology, statistical image processing, and solar
system science, this thesis aims to contribute to the understanding of the
formation of the layerings, and thus of cometary nuclei as a whole. I describe
the two distinctive approaches to studying the layerings' orientation on comet
67P's nucleus. First, I mapped layering-related linear features on a 3D shape
model of the nucleus, onto which I projected high-res OSIRIS images. I selected
only lineaments of substantial curvature, and used a plane-fitting algorithm to
find the normals to the layering planes represented by these lineaments. I used
the normals to confirm previous authors' results, including that the layering
systems on the comet's two lobes are geometrically independent from each other.
My results rule out the proposal that 67P's lobes represent collisional
fragments of a much larger, layered body. Second, I developed a Fourier-based
image analysis algorithm to detect lineament structures at pixel-precision. I
analysed the layering-related features exposed on the Hathor cliff on the
comet's Small Lobe. I found my algorithm to be a broadly applicable, powerful
tool for automating the detection of layerings in images where conventional
edge-detection algorithms are not effective. When correctly configured to the
target conditions, I found the algorithm to have a higher signal-to-noise
detection sensitivity than a human, while reducing over-interpretation due to
bias. In summary, I studied the layerings in the nucleus of comet 67P using
several unconventional approaches and constrained their lateral extent,
curvature, and to a degree also their thickness. Finally, I nominated two
mechanisms that could have formed these layerings in cometary nuclei.Comment: Dissertaton, Gottingen, 11.09.2019. online version with abbreviated
Appendix B.4, full version available under ISBN 978-3-947208-20-
Detecting and analysing geomorphological structures in images of comet 67P/Churyumov-Gerasimenko using Fourier transform
We present a method for automatised detection and analysis of quasi-periodic
lineament structures from images at pixel-precision. The method exploits
properties of the images' frequency domain found by using the Fourier
transform. We developed this method with the goal of detecting lineament
structures in an image of the Hathor cliff of comet 67P/Churyumov-Gerasimenko,
which are caused by layerings and furrows in the nucleus material. Using our
method, we determined the orientation and wavelength-range of these structures.
The detected layering edges have similar orientations, spatial separations of
9-20 m, and are ubiquitous throughout the image. We suggest that the layerings
are a global feature of the comet nucleus that provide information about
formation and evolution of comet 67P. The furrows are non-uniformly distributed
throughout the image. Their orientation is broadly parallel to the direction of
the local gravity vector at the Hathor cliff, with spacings similar to that of
the layering structures. The furrows are interpreted as signatures of local
down-slope movement of cliff material. We demonstrate that the developed method
is broadly applicable to the detection and analysis of various kinds of
quasi-periodic structures like geological layering, folding and faulting, and
texture analysis in general. In order to facilitate the application of our
method, this paper is accompanied by a demo program written in Matlab
Analysis of layering-related linear features on comet 67P/Churyumov-Gerasimenko
We analysed layering-related linear features on the surface of comet
67P/Churyumov-Gerasimenko (67P) to determine the internal configuration of the
layerings within the nucleus. We used high-resolution images from the OSIRIS
Narrow Angle Camera onboard the Rosetta spacecraft, projected onto the SHAP7
shape model of the nucleus, to map 171 layering-related linear features which
we believe to represent terrace margins and strata heads. From these curved
lineaments, extending laterally to up to 1925 m, we extrapolated the subsurface
layering planes and their normals. We furthermore fitted the lineaments with
concentric ellipsoidal shells, which we compared to the established shell model
based on planar terrace features. Our analysis confirms that the layerings on
the comet's two lobes are independent from each other. Our data is not
compatible with 67P's lobes representing fragments of a much larger layered
body. The geometry we determined for the layerings on both lobes supports a
concentrically layered, `onion-shell' inner structure of the nucleus. For the
big lobe, our results are in close agreement with the established model of a
largely undisturbed, regular, concentric inner structure following a generally
ellipsoidal configuration. For the small lobe, the parameters of our
ellipsoidal shells differ significantly from the established model, suggesting
that the internal structure of the small lobe cannot be unambiguously modelled
by regular, concentric ellipsoids and could have suffered deformational or
evolutional influences. A more complex model is required to represent the
actual geometry of the layerings in the small lobe