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Springer Nature1
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✓Earth Science Informatics1
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20251
Javier Quinteros results 1 · Newest (Page 1/1, per page 25)
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Journal: Earth Science Informatics ×Author: Javier Quinteros ×Clear All Filters
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A deep learning pipeline for large earthquake analysis using high-rate global navigation satellite system dataNARA Subscribed
Earth Science Informatics · 2025 · Vol. 18 · Issue 4 · Springer
Claudia Quinteros-Cartaya; Javier Quintero-Arenas; Andrea Padilla-Lafarga; Carlos Moraila; Johannes Faber; Wei Li; Jonas Köhler; Nishtha Srivastava
Deep learning techniques for processing large and complex datasets have unlocked new opportunities for fast and reliable earthquake analysis using Global Navigation Satellite System (GNSS) data. This work presents a deep learning model, MagEs, to estimate earthquake magnitudes using data from high-rate GNSS stations. Furthermore, MagEs is integrated with the DetEQ model for earthquake detection within the SAIPy package, creati...
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