INGV 5-minute forecast of Sym-H index

SYM-H is forecast using two different artificial neural network (ANN) models. One is based on the long short-term memory (LSTM) and the other on the convolutional neural network (CNN). Both requires as input 5-minute averages of IMF Bz, By^2 and B^2. The former model needs also SymH values. Prediction is performed 1-hour in advance. The product consists in a Python software to run the models and two sets of coefficients (two different files containing the two networks configurations).

Providers:

  • INGV - source:

    • Magnetometer

Product Type: software
Status: Active
Creation date: 2022-04-29T12:00:00+02:00
Last Update: 2023-10-01T12:00:00+02:00

Data Description

Data type: timeseries
Data formats: - json
Sample: 8_AQU_sample.json

Capabilities

  • int2130.1: Product ingestion

  • int2130.4: Scheduled computation

  • int2320.1: Data conversion

  • ext2220.1: Standard Visualisation: Web GUI

  • ext2220.2: Standard Query: Web GUI

  • ext2220.3: Download: Web GUI

  • ext2220.4: NRT Visualisation: Web GUI

  • ext2230.1: Advanced Visualisation: ASPIS.py

  • ext2230.2: Advanced Query: ASPIS.py

  • ext2230.3: Download: ASPIS.py