A Hybrid Deep Learning‐Based Forecasting Model for the Peak Height of Ionospheric F2 Layer

A Short-Term Forecast Method of Maximum Usable Frequency for HF Communication

(2023) Jian Wang et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Evaluation of foF2 and hmF2 Parameters of IRI-2016 Model in Different Latitudes over China under High and Low Solar Activity Years

(2022) Bingbing Zhang et al.   Remote Sensing

A 3D Empirical Model of Electron Density Based on CSES Radio Occultation Measurements

(2022) He Huang et al.   SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

Prediction of Global Ionospheric TEC Based on Deep Learning

(2022) Zhou Chen et al.   SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

Deep Learning for Global Ionospheric TEC Forecasting: Different Approaches and Validation

(2022) Xiaodong Ren et al.   SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

The International Reference Ionosphere Model: A Review and Description of an Ionospheric Benchmark

(2022) Dieter Bilitza et al.   REVIEWS OF GEOPHYSICS

A Prediction Model of Relativistic Electrons at Geostationary Orbit Using the EMD‐LSTM Network and Geomagnetic Indices

(2022) H. Zhang et al.   SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

Ionospheric TEC Forecasting over an Indian Low Latitude Location Using Long Short-Term Memory (LSTM) Deep Learning Network

(2022) Kanaka Durga Reddybattula et al.   Universe

A Machine Learning-Based Method for Modeling TEC Regional Temporal-Spatial Map

(2022) Yiran Liu et al.   Remote Sensing

Ionospheric TEC prediction using hybrid method based on ensemble empirical mode decomposition (EEMD) and long short-term memory (LSTM) deep learning model over India

(2022) S. Nath et al.   ADVANCES IN SPACE RESEARCH

Validating IRI-2016 for quiet-time F2-region peak electron density height (hmF2) at different latitudes during moderate solar activity

(2021) J.O. Adeniyi et al.   ADVANCES IN SPACE RESEARCH

An Aided Abel Inversion Technique Assisted By Artificial Neural Network-Based Background Ionospheric Model for near Real-time correction of FORMOSAT-7/COSMIC-2 Data

(2021) V. Sai Gowtam et al.   ADVANCES IN SPACE RESEARCH

Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

(2021) Ming-De Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Long Short‐Term Memory Neural Network for Ionospheric Total Electron Content Forecasting Over China

(2021) Pan Xiong et al.   SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

Machine learning regression models for prediction of multiple ionospheric parameters

(2021) Muzaffer Can Iban et al.   ADVANCES IN SPACE RESEARCH

A Bidirectional Long Short-Term Memory-Based Ionospheric foF2 and hmF2 Models for a Single Station in the Low Latitude Region

(2021) T. Venkateswara Rao et al.   IEEE Geoscience and Remote Sensing Letters

Deep Recurrent Neural Networks for Ionospheric Variations Estimation Using GNSS Measurements

(2021) Maria Kaselimi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Forecasting Ionospheric foF2 Based on Deep Learning Method

(2021) Xiaojun Li et al.   Remote Sensing

Regional Refined Long-Term Predictions Method of Usable Frequency for HF Communication Based on Machine Learning Over Asia

(2021) Jian Wang et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Advanced Machine Learning Optimized by The Genetic Algorithm in Ionospheric Models Using Long-Term Multi-Instrument Observations

(2020) Wang Li et al.   Remote Sensing

Ionospheric electron density characteristics over Africa from FORMOSAT-3/COSMIC radio occultation

(2020) Mefe Moses et al.   ASTROPHYSICS AND SPACE SCIENCE

Regional Ionospheric Parameter Estimation by Assimilating the LSTM Trained Results Into the SAMI2 Model

(2020) Jeong‐Heon Kim et al.   SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

Forecasting the ionospheric F2 Parameters over Jeju Station (33.43°N, 126.30°E) by Using Long Short-Term Memory

(2020) Suin Moon et al.   JOURNAL OF THE KOREAN PHYSICAL SOCIETY

Ionospheric and plasmaspheric electron contents from space-time collocated digisonde, COSMIC, and GPS observations and model assessments

(2020) Sampad Kumar Panda et al.   ACTA ASTRONAUTICA

Assessment of IRI-2016 hmF2 model predictions with COSMIC observations over the African region

(2020) Mefe Moses et al.   ADVANCES IN SPACE RESEARCH

Modeling of the Ionospheric Critical Frequency of the F 2 layer over Asia based on Modified Temporal‐Spatial Reconstruction

(2019) Jian Wang et al.   RADIO SCIENCE

A new artificial neural network based global three dimensional ionospheric model (ANNIM‐3D) using long‐term ionospheric observations: Preliminary results

(2019) V. Sai Gowtam et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS

The Improved Two-Dimensional Artificial Neural Network-Based Ionospheric Model (ANNIM)

(2018) S. Tulasi Ram et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS

A modified whale optimization algorithm for large-scale global optimization problems

(2018) Yongjun Sun et al.   EXPERT SYSTEMS WITH APPLICATIONS

Using Bidirectional Long Short-Term Memory Method for the Height of F2 Peak Forecasting from Ionosonde Measurements in the Australian Region

(2018) Andong Hu et al.   Remote Sensing

Seagull optimization algorithm: Theory and its applications for large-scale industrial engineering problems

(2018) Gaurav Dhiman et al.   KNOWLEDGE-BASED SYSTEMS

Short-term forecasting of ionospheric total electron content over a low-latitude global navigation satellite system station

(2017) Gampala Sivavaraprasad et al.   IET Radar Sonar and Navigation

The Empirical Canadian High Arctic Ionospheric Model (E-CHAIM): N m F 2 and h m F 2

(2017) David R. Themens et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS

An Artificial Neural Network-Based Ionospheric Model to Predict N m F 2 and h m F 2 Using Long-Term Data Set of FORMOSAT-3/COSMIC Radio Occultation Observations: Preliminary Results

(2017) V. Sai Gowtam et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS

Impact of the 15 January 2010 annular solar eclipse on the equatorial and low latitude ionosphere over the Indian region

(2015) S.K. Panda et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Empirical orthogonal function analysis and modeling of the ionospheric peak height during the years 2002-2011

(2014) Jian Lin et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS

Estimation of $hmF2$ and $foF2$ Communication Parameters of Ionosphere $F2$-Layer Using GPS Data and IRI-Plas Model

(2013) Umut Sezen et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Global empirical models of the density peak height and of the equivalent scale height for quiet conditions

(2012) D. Altadill et al.   ADVANCES IN SPACE RESEARCH

MidlatitudeFregion peak height changes in response to interplanetary magnetic field conditions and modeling results

(2012) Estefania Blanch et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Comparison of peak characteristics of F2 ionospheric layer over Tehran region at a low solar activity period with IRI-2001 and IRI-2007 models predictions

(2011) Kh. Karami et al.   ADVANCES IN SPACE RESEARCH

A modeling study offoF2andhmF2parameters measured by the Arecibo incoherent scatter radar and comparison with IRI model predictions for solar cycles 21, 22, and 23

(2011) Christiano Garnett Marques Brum et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Empirical model of ionospheric storm effects on theF2layer peak height associated with changes of peak electron density

(2011) T. L. Gulyaeva   JOURNAL OF GEOPHYSICAL RESEARCH

Comparison of Radar Waveforms for a Low-Power Vertical-Incidence Ionosonde

(2010) Ming Yao et al.   IEEE Geoscience and Remote Sensing Letters

The variability of foF2 in different phases of solar cycle 23

(2009) Tamer Ataç et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS