The Geomagnetic Kp Index and Derived Indices of Geomagnetic Activity

J Matzka, C Stolle, Y Yamazaki, O Bronkalla… - Space …, 2021 - Wiley Online Library
The geomagnetic Kp index is one of the most extensively used indices of geomagnetic
activity, both for scientific and operational purposes. This article reviews the properties of the …

RMSE is not enough: Guidelines to robust data-model comparisons for magnetospheric physics

MW Liemohn, AD Shane, AR Azari, AK Petersen… - Journal of Atmospheric …, 2021 - Elsevier
The magnetospheric physics research community uses a broad array of quantitative data-
model comparison methods (metrics) when conducting their research investigations. It is …

Geomagnetic activity index Hpo

Y Yamazaki, J Matzka, C Stolle… - Geophysical …, 2022 - Wiley Online Library
The geomagnetic activity index Kp is widely used but is restricted by low time resolution (3‐
hourly) and an upper limit. To address this, new geomagnetic activity indices, Hpo, are …

[HTML][HTML] Thermosphere and satellite drag

S Bruinsma, TD de Wit, T Fuller-Rowell… - Advances in Space …, 2023 - Elsevier
Accurate forecasts of thermosphere densities, realistic calculation of aerodynamic drag, and
propagation of the uncertainty on the predicted orbit positions are required for conjunction …

Medium energy electron flux in earth's outer radiation belt (MERLIN): A machine learning model

AG Smirnov, M Berrendorf, YY Shprits… - Space …, 2020 - Wiley Online Library
The radiation belts of the Earth, filled with energetic electrons, comprise complex and
dynamic systems that pose a significant threat to satellite operation. While various models of …

Deep neural networks with convolutional and LSTM layers for SYM‐H and ASY‐H forecasting

A Collado‐Villaverde, P Muñoz, C Cid - Space Weather, 2021 - Wiley Online Library
Geomagnetic indices quantify the disturbance caused by the solar activity on a planetary
scale or in particular regions of the Earth. Among them, the SYM‐H and ASY‐H indices …

Probabilistic prediction of geomagnetic storms and the Kp index

S Chakraborty, SK Morley - Journal of Space Weather and Space …, 2020 - swsc-journal.org
Geomagnetic activity is often described using summary indices to summarize the likelihood
of space weather impacts, as well as when parameterizing space weather models. The …

On the considerations of using near real time data for space weather hazard forecasting

AW Smith, C Forsyth, IJ Rae, TM Garton… - Space …, 2022 - Wiley Online Library
Abstract Space weather represents a severe threat to ground‐based infrastructure, satellites
and communications. Accurately forecasting when such threats are likely (eg, when we may …

Systematic analysis of machine learning and feature selection techniques for prediction of the Kp index

IS Zhelavskaya, R Vasile, YY Shprits, C Stolle… - Space …, 2019 - Wiley Online Library
The Kp index is a measure of the midlatitude global geomagnetic activity and represents
short‐term magnetic variations driven by solar wind plasma and interplanetary magnetic …

Prediction of dynamic plasmapause location using a neural network

D Guo, S Fu, Z Xiang, B Ni, Y Guo, M Feng… - Space …, 2021 - Wiley Online Library
As a common boundary layer that distinctly separates the regions of high‐density
plasmasphere and low‐density plasmatrough, the plasmapause is essential to comprehend …