Friday 14 April 2017

Combining Datasets




This week’s guess the planet image comes from Mercury and was captured by the Messenger spacecraft using two separate instruments. These are the Mercury Dual Imaging System (MDIS) which mapped the surface, and the Mercury Laser Altimeter (MLA) which recorded the topography. I’ve talked before about some of the ways of producing topographic data from orbital spacecraft. In this case a somewhat different method has been used. The instrument used a laser to record the distance between its orbital position and the ground. Since the movement of the spacecraft is known very precisely it is possible to time how long it takes a laser to reach the surface and derive distance from this (since the speed of light is known). 

Here this elevation data has been combined with the visual data from the spacecrafts cameras. The result is a more useful and indeed more impressive image than either instrument could generate on its own. The elevation data has been used to create a perspective view across this part of mercury, so that details of the positive and negative relief can be clearly seen. The false colour component of the image shows the elevation, with reds indicating high features and blue  showing low elevation areas. This is a fairly standard colour scheme for showing topography, and thus allows us to interpret this landscape at a glance. More information about this area of mercury can be found at this link, to the NASA description of this image.

What we see is quite interesting. The area is clearly a cratered plain, like much of Mercury. However there is a clear divide between high elevation areas to the left of the image and lower elevation areas to the right. The divide between these, which cuts across the central crater is the Carnegie Rupes, a tectonic escarpment. “Rupes” means cliff or escarpment in Latin. This feature is the result of the gradual shrinking of mercury. It is a small planet, only slightly larger than Earth’s moon. As a result the core has cooled more rapidly than that of Earth, and this has resulted in contraction of the planet. As the planet shrinks a large number of faults and escarpments form as sections of the crust get crinkled up. 

By combining data from a variety of sources we can get a good look at the structure of the cliff in this area. This allows us to determine how and, in some cases, when it formed. For example in this location the cliffs seem to cut through the basin of the Duccio crater. This tells us that the crater must already have been present when the cliffs formed, and thus that one feature is younger than the other. Planetary scientist rarely work from isolated images, but compare and contrast between different datasets, and use overlays like this to highlight features of the landscape. Any false colour data can be combined with a visual map in order to make it clearer when variations match other features. For example instruments which measure chemical and mineral signatures on the surface can be combined with other data to indicate where specific patches of materials occur, and whether they are frequently associated with specific elements of the landscape. 

All spacecraft carry a range of different sensors, and try to collect as much diverse data on each orbit as they can. This is then transmitted back to Earth and processed and combined by the scientists who study that planet. The end result are higher level products such as this, which can be used to study the planet, or demonstrate specific features of its landscape. 

Image Credit:
ASA/Johns Hopkins University Applied Physics Laboratory/Carnegie Institution of Washington

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