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GEMSOR (1)

Global Empirical Model of Sporadic-E Occurrence Rates

Model Description

The GEMSOR provides occurrence rates (ORs) of blanketing sporadic-E with intensities of fbEs >= 3 MHz.   ORs are estimated from a combination of ionosonde & GNSS radio occultation observations, with a Karhunen–Loéve Expansion (KLE) used to improve temporal resolution.

Model Figure(s) :

Model Inputs Description

The model data is stored in two .mat files. These are read and output based on the user inputs described below.

Model Outputs Description

Outputs the occurrence rate and uncertainty for the given user inputs. Also outputs a plot of the occurrence rates and uncertainties for the 12 hours before and after the requested time for the given user inputs.

Model Caveats

There are many locations (generally high and low latitudes) and times that did not have sufficient data to generate an estimated occurrence rate with high confidence. These will be indicated by a zero or near zero occurrence rate with a zero or unreported uncertainty. 

The model also assumes geomagnetic quiet conditions. These were defined as an AE index < 500nT and a Kp <= 4.

The model uses the 2020 World Magnetic Model to convert user input geographic latitudes into geomagnetic latitudes using the magnetic inclination (dip) as the geomagnetic latitude. User inputs outside the years 2010-2030 are likely to be much less reliable. 

Change Log


	
	 
	

Model Acknowledgement/Publication Policy (if any)


	
	
	

Model Domains:

Global_Ionosphere

Space Weather Impacts:

Ionosphere variability (navigation, communications)

Phenomena :

Variablility_of_Plasma_Density

Simulation Type(s):

Empirical

Temporal Dependence Possible? (whether the code results depend on physical time?)

false

Model is available at?

CCMC

Source code of the model is publicly available?

false

CCMC Model Status (e.g. onboarding, use in production, retired, only hosting output, only source is available):

production

Code Language:

Python wrapper for data stored in .mat (MATLAB) file

Regions (this is automatically mapped based on model domain):

Contacts :

Daniel.Emmons, ModelDeveloper
Eli.Parsch, ModelDeveloper
Jia.Yue, ModelHostContact

Acknowledgement/Institution :

Relevant Links :

GEMSOR python wrapper and .mat datafiles: https://osf.io/fg37m/?view_only=658c4adc8ece449592b739d6ac506b37

Publications :

  • Parsch EV, Franz AL, Dao EV, Wu DL, Swarnalingam N, Salinas CCJH and Emmons DJ (2024) Global Empirical Model of Sporadic-E Occurrence Rates. Front. Astron. Space Sci. 11:1434367. doi: 10.3389/fspas.2024.1434367
  • Model Access Information :

    Access URL: https://kauai.ccmc.gsfc.nasa.gov/instantrun/gemsor/
    Access URL Name: Instant Run
    Repository ID: spase://CCMC/Repository/NASA/GSFC/CCMC
    Availability: online
    AccessRights: OPEN
    Format: HTML
    Encoding: None

    Linked to Other Spase Resource(s) (example: another SimulationModel) :

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    Curator: Chiu Wiegand | NASA Official: Dr. Masha Kuznetsova | Privacy and Security Notices | Accessibility | CCMC Data Collection Consent Agreement