Spread F and Normal Labelled Ionograms (doi:10.21979/N9/BHGVGH)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Document Description

Citation

Title:

Spread F and Normal Labelled Ionograms

Identification Number:

doi:10.21979/N9/BHGVGH

Distributor:

DR-NTU (Data)

Date of Distribution:

2021-06-08

Version:

2

Bibliographic Citation:

Luwanga Christopher, 2021, "Spread F and Normal Labelled Ionograms", https://doi.org/10.21979/N9/BHGVGH, DR-NTU (Data), V2, UNF:6:KtIzBeP/Yvw34yryrUsBFQ== [fileUNF]

Study Description

Citation

Title:

Spread F and Normal Labelled Ionograms

Identification Number:

doi:10.21979/N9/BHGVGH

Authoring Entity:

Luwanga Christopher (Nanyang Technological University)

Software used in Production:

Excel

Distributor:

DR-NTU (Data)

Access Authority:

Luwanga Christopher

Depositor:

Luwanga Christopher

Date of Deposit:

2021-06-08

Holdings Information:

https://doi.org/10.21979/N9/BHGVGH

Study Scope

Keywords:

Astronomy and Astrophysics, Astronomy and Astrophysics, ionogram, ionosphere, Spread F

Abstract:

This dataset contains over 28377 ionograms which have been labelled as either having spread F or not. The folders are labelled Train, Validation, and Test for the Training, Validation, and Test when training machine learning algorithms. However, the other option is to read all of the (train and validation) data and do a random 80:20 split between training and validation.

Kind of Data:

binary data, RGB images (Portable Network Graphics (PNG) format).

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Studies

<a href="https://data.ngdc.noaa.gov/instruments/remote-sensing/active/profilers-sounders/ionosonde/">https://data.ngdc.noaa.gov/instruments/remote-sensing/active/profilers-sounders/ionosonde/</a>

File Description--f69348

File: LabelledIongramsJune2021-1.tab

  • Number of cases: 28374

  • No. of variables per record: 3

  • Type of File: text/tab-separated-values

Notes:

UNF:6:KtIzBeP/Yvw34yryrUsBFQ==

Variable Description

List of Variables:

Variables

Filename

f69348 Location:

Variable Format: character

Notes: UNF:6:WJ6Bp7c0zBOk6uABZL+rFA==

Spread F

f69348 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.489266224385902; Mean 0.6030873334743457; Valid 28374.0;

Variable Format: numeric

Notes: UNF:6:r0VhUjmnnIxLFUCrRy35aw==

Normal

f69348 Location:

Summary Statistics: StDev 0.489266224385902; Max. 1.0; Mean 0.39691266652565427; Min. 0.0; Valid 28374.0

Variable Format: numeric

Notes: UNF:6:zKIVsBYFP4AVd8t4ZHcUqg==