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| Paper: |
Multi-Spacecraft Observatory Data Analysis Techniques |
| Volume: |
541, ADASS XXXIII |
| Page: |
269 |
| Authors: |
Theodore Broeren and Kristopher Klein |
| DOI: |
10.26624/UPIU1794 |
| Abstract: |
Spacecraft missions of the future, such as HelioSwarm, will consist of
collections of many small spacecraft taking simultaneous in-situ measurements. An
open question in the field is how to best combine these single point measurements
to gain a global understanding of dynamic phenomena. We investigate how to best
leverage these types of multi-point data sets to extract meaningful scientific insights,
focusing on two particular kinds of analysis techniques. For the first, we have developed
a new method of reconstructing a vector field over a large volume of space using a
sparse set of local measurements. The second method focuses on characterizing the
wave-like structures that are often seen in astronomical data. |
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