GEOMAGNETIC DATA RECOVERY APPROACH BASED ON THE CONCEPT OF DIGITAL TWINS

• Published in: Solar-Terrestrial Physics
• Main Authors: A.V. Vorobev, V.A. Pilipenko
• Format: Article in Journal/Newspaper
• Language: English
• Published: INFRA-M 2021
• Subjects: digital twins; time series reconstruction; statistical analysis; geomagnetic data; magnetic stations; Astrophysics; QB460-466; Kilpisjärvi
• Online Access: https://doi.org/10.12737/stp-72202105; https://doaj.org/article/b0e47eb600d24670a2f1198f27682cbd

There is no ground-based magnetic station or observatory that guarantees the quality of information received and transmitted to it. Data gaps, outliers, and anomalies are a common problem affecting virtually any ground-based magnetometer network, creating additional obstacles to efficient processing...