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All Journal Indonesian Journal of Electrical Engineering and Computer Science
Dongsheng Cai
Nagoya University of Commerce and Business (NUCB)

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A computational framework for detection, classification, and visualization of magnetic nulls in multi-spacecraft observations Sri Ekawati; Dongsheng Cai; Hiroyuki Kudo
Indonesian Journal of Electrical Engineering and Computer Science Vol 42, No 3: June 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v42.i3.pp865-874

Abstract

Magnetic nulls, defined as locations where the magnetic field magnitude be comes zero, are theoretically well defined however practically difficult to lo cate, validate, and interpret. To address these challenges, this paper introduces a novel, modular, and fully reproducible automated framework for magnetic null detection, classification, and visualization based on multi-spacecraft observations. The proposed framework consists of two open-source modules: an automated data ingestion and null detection module, and a topological classification and three-dimensional visualization module. Magnetic nulls are detected by combining eigenvalue analysis of the magnetic field gradient tensor with tetrahedron-based geometric validation, enabling both numerical stability assessment and physical consistency checks. Meanwhile, detected nulls are classified into radial (Type A, B) and spiral (Type As, Bs) topologies, and their lo cal magnetic structures are visualized through reconstructed three-dimensional magnetic field lines. The main contribution of this work is the tight integration of detection, numerical validation, classification, and visualization within a single end-to-end pipeline, ensuring consistency between computational output and physical interpretation. The framework is validated using four previously reported electron diffusion region (EDR) events and one storm-time substorm event. The detected null times closely agree with the reported EDR intervals, with several events showing sub-second differences. Among all detected can didates, three nulls satisfy strict numerical validity criteria, including a Type A null, a Type As null, and a Type Bs null.
Co-Authors Hiroyuki Kudo Sri Ekawati