Real-time plotting and evaluation of the data quality control from the CSIR-NGRI magnetic observatories

Vengala, Pavan Kumar; Nelapatla, Phani Chandrasekhar; Potharaju, Sai Vijay Kumar

doi:10.5194/gi-14-491-2025

Articles | Volume 14, issue 2

https://doi.org/10.5194/gi-14-491-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Special issue:

Geomagnetic observatories, their data, and the application...

https://doi.org/10.5194/gi-14-491-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 14, issue 2

Research article

|

12 Dec 2025

Research article |

| 12 Dec 2025

Real-time plotting and evaluation of the data quality control from the CSIR-NGRI magnetic observatories

Pavan Kumar Vengala, Phani Chandrasekhar Nelapatla, and Sai Vijay Kumar Potharaju

Data sets

Data for publication: The EAWS matrix, a decision support tool to determine the regional avalanche danger level (Part A): Conceptual development F. Techel et al. https://doi.org/10.5281/zenodo.17086424

Model code and software

GEOMAG code National Geophysical Research Institute https://doi.org/10.5281/zenodo.17276224

Short summary

A Python-based tool for real-time visualization and quality control of 1 s and 1 min geomagnetic data has been developed for geomagnetic observatories in Choutuppal and Hyderabad, India. This tool generates plots, performs quality checks, and prepares data for analysis. It also integrates artificial intelligence and machine learning techniques to enhance the accuracy and accessibility of geomagnetic data.