TL;DR
This paper introduces improved magnetic field reconstruction methods for multi-spacecraft space observatories, enabling more accurate characterization of plasma processes over larger volumes using realistic nine-spacecraft data.
Contribution
It proposes enhanced first- and second-order reconstruction techniques that outperform traditional methods, especially with multiple spacecraft data, advancing space plasma analysis capabilities.
Findings
Improved first-order method accurately reconstructs magnetic fields over larger volumes.
Averaging over ensembles of four spacecraft enhances reconstruction accuracy.
Reconstruction volume improves approximately linearly with the number of measurement points.
Abstract
Future in situ space plasma investigations will likely involve spatially distributed observatories comprised of multiple spacecraft, beyond the four and five spacecraft configurations currently in operation. Inferring the magnetic field structure across the observatory, and not simply at the observation points, is a necessary step towards characterizing fundamental plasma processes using these unique multi-point, multi-scale data sets. We propose improvements upon the classic first-order reconstruction method, as well as a second-order method, utilizing magnetometer measurements from a realistic nine-spacecraft observatory. The improved first-order method, which averages over select ensembles of four spacecraft, reconstructs the magnetic field associated with simple current sheets and numerical simulations of turbulence accurately over larger volumes compared to second-order methods or…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
