Efficient and accurate TEC modeling and prediction approach with random forest and Bi-LSTM for large-scale region
Author:
Publisher
Elsevier BV
Subject
Space and Planetary Science,Aerospace Engineering,General Earth and Planetary Sciences,Atmospheric Science,Geophysics,Astronomy and Astrophysics
Reference32 articles.
1. A MLP neural network as an investigator of TEC time series to detect seismo-ionospheric anomalies;Akhoondzadeh;Adv. Space Res.,2013
2. Geomagnetic storms, super-storms, and their impacts on GPS-based navigation systems: STORMS, SUPERSTORMS AND GPS-PERFORMANCE;Astafyeva;Space Weather,2014
3. Random forest in remote sensing: a review of applications and future directions;Belgiu;ISPRS J. Photogramm. Remote Sens.,2016
4. Learning long-term dependencies with gradient descent is difficult;Bengio;IEEE Trans. Neural Netw.,1994
5. Random Forest;Breiman;Mach. Learn.,2001
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