Space Weather Monitoring Data Analysis System

Design an advanced Bash script for processing and analyzing space weather monitoring data from multiple satellite and ground-based instruments. Requirements include: 1) Automated data ingestion from various space weather sensors, 2) Implement sophisticated signal processing and anomaly detection algorithms, 3) Support multiple data formats and instrument types, 4) Generate comprehensive space weather event reports, 5) Integrate with space weather prediction models. Include robust error handling and the ability to manage complex, multi-source space weather datasets.