Single station modelling and comparison with ionosonde foF2 over Karachi from 1983 to 2007

Autor: Weimin Zhen, Ghulam Murtaza, Tong Xu, Muhammad Atiq, Mehak Abdul Jabbar, Farrukh Chishtie, Muhammmad Ayyaz Ameen, Muneeza Salman Ali
Rok vydání: 2019
Předmět:
Zdroj: Advances in Space Research. 64:2104-2113
ISSN: 0273-1177
Popis: In this study, we develop a single station model (SSM) based upon derived solar radio flux (F10.7P) using ionosonde foF2 data over Karachi (24.95 ° N, 67.14 ° E) over a period of 1983–2007. The station is positioned at the northern Equatorial Ionization Anomaly (EIA) crest region. For the development of this SSM, six regression models are proposed which can be categorised as (i) sunspot number (R) against foF2, (ii) R and geomagnetic index (Ap) against foF2 and (iii) current and prior month indices against foF2. This is an initial study based on a large set of ground observations of foF2 over Karachi. A significant saturation between foF2 against R at daytime is observed in all the months for the entire dataset. Analysis shows that the local statistical models are better than International Reference Ionosphere (IRI-2016) which has least accuracy with higher Root Mean Square Error (RMSE) and Mean Absolute Error (MAE) in comparison to the local models. The developed SSM is in good agreement with observations with lower RMSE and MAE values as compared to the mentioned local models. Based on this validation, our SSM is used to forecast and compare ionosonde foF2 over Sonmiani (25.19 ° N, 66.74 ° E) showing a standard deviation of 0.4956 MHz from the observed data supporting our error assessments for the year 2018 while IRI-2016 for the same shows standard deviation as 1.1088 MHz. On the basis of our results, it is proposed that IRI may make use of F10.7P for predicting foF2.
Databáze: OpenAIRE
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