The International Reference Ionosphere model: A review and description of an ionospheric benchmark

D Bilitza, M Pezzopane, V Truhlik… - Reviews of …, 2022 - Wiley Online Library
This paper is a review of the International Reference Ionosphere (IRI) project and model. IRI
is recognized as the official standard for the Earth's ionosphere by the International …

International Reference Ionosphere 2016: From ionospheric climate to real‐time weather predictions

D Bilitza, D Altadill, V Truhlik, V Shubin, I Galkin… - Space …, 2017 - Wiley Online Library
The paper presents the latest version of the International Reference Ionosphere model (IRI‐
2016) describing the most important changes and improvements that were included with this …

IRI the international standard for the ionosphere

D Bilitza - Advances in radio science, 2018 - ars.copernicus.org
This paper gives a brief overview over the International Reference Ionosphere (IRI) project
and model. IRI is recognized as the official standard for the ionosphere by the International …

A novel neural network model of Earth's topside ionosphere

A Smirnov, Y Shprits, F Prol, H Lühr, M Berrendorf… - Scientific reports, 2023 - nature.com
The Earth's ionosphere affects the propagation of signals from the Global Navigation
Satellite Systems (GNSS). Due to the non-uniform coverage of available observations and …

The Empirical Canadian High Arctic Ionospheric Model (E‐CHAIM): NmF2 and hmF2

DR Themens, PT Jayachandran… - Journal of Geophysical …, 2017 - Wiley Online Library
We present here the Empirical Canadian High Arctic Ionospheric Model (E‐CHAIM) quiet N
m F 2, perturbation N m F 2, and quiet hm F 2 models. These models provide peak …

Global median model of the F2-layer peak height based on ionospheric radio-occultation and ground-based Digisonde observations

VN Shubin - Advances in Space Research, 2015 - Elsevier
In this article, we present a global median model of the ionospheric F2-layer peak height
(hm F 2), which we named Satellite and Digisonde Model of the F2 layer (SDMF2). This …

A hybrid deep learning‐based forecasting model for the peak height of ionospheric F2 layer

Y Shi, C Yang, J Wang, Y Zheng, F Meng… - Space …, 2023 - Wiley Online Library
To achieve accurate forecasting of the peak height of the ionospheric F2 layer (hmF2), we
propose a hybrid deep learning model of improved seagull optimization algorithm (ISOA) …

Ionospheric TEC prediction using Long Short-Term Memory deep learning network

Z Wen, S Li, L Li, B Wu, J Fu - Astrophysics and Space Science, 2021 - Springer
In this paper, the prediction model for ionospheric total electron content (TEC) based on
Long Short-Term Memory (LSTM) deep learning network and its performance are discussed …

Topside electron density representations for middle and high latitudes: A topside parameterization for E‐CHAIM based on the NeQuick

DR Themens, PT Jayachandran… - Journal of …, 2018 - Wiley Online Library
In this study, we present a topside model representation to be used by the Empirical
Canadian High Arctic Ionospheric Model (E‐CHAIM). In the process of this, we also present …

Ionosphere Variability II: Advances in theory and modeling

I Tsagouri, DR Themens, A Belehaki, JS Shim… - Advances in Space …, 2023 - Elsevier
This paper aims to provide an overview on recent advances in ionospheric modeling
capabilities, with the emphasis in the efforts relevant to electron density variability. The …