Knowledge discovery in big data from astronomy and earth observation : astrogeoinformatics /: astrogeoinformatics. (2020)

• Record Type: Book
• Further Information: Note: Edited by Petr Skoda, Fathalrahman Adam.
• Editors: Skoda, Petr; Adam, Fathalrahman
• Contents: 1. Methodologies for Knowledge Discovery Processes in Context of AstroGeoInformatics 2. Historical Background of Big Data in Astro and Geo Context 3. AstroGeoInformatics: from Data Acquisition to Further Application 4. Synergy between astronomy and geosciences 5. Surveys, Catalogues, Databases and Archives of Astronomical data 6. Surveys, Catalogues, Databases/Archives and State-of-The-Art Methods for Geospatial data processing 7. International Database of Neutron Monitor Measurements: Development and Applications 8. High Performance Techniques for Big Data Processing 9. Query Processing and Access Methods for Big Astro and Geo Databases 10. Real Time Stream Processing in Astronomy 11. Time Series 12. Time Series Analysis of Generally Irregularly Spaced Signals 13. When Evolutionary Computing Meets Astro- and Geo- Informatics 14. Learning in Big Data: Introduction to Machine Learning 15. Deep Learning- An Opportunity and a Challenge for Geo- and Astrophysics 16. Astro Geo Informatics - Visually Guided Classification of Time Series Data 17. Multiwavelength Astronomy: Examples of Data-Mining 18. Applications of Big Data in Astronomy and Geosciences: Algorithms for Photographic Images, Processing and Error Elimination 19. Big Astronomical Data Sets and Discovery of New Celestial Bodies in the Solar System in Automated Mode by the CoLiTec Software 20. Big Data for the Magnetic Field Variations in Solar-Terrestrial Physics and their Wavelet Analysis 21. Monitoring the Earth Ionosphere by Listening to GPS Satellites 22. Exploitation of Big Real-time GNSS Databases for Weather Prediction 23. Application of Big Databases of Radio Observation in Investigation of Ionosphere, Natural Disaster Prediction and Telecommunication 24. Influence on Life Applications of a Federated Astro-Geo Data Base
• Publisher Details: Amsterdam : Elsevier
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 522.8557; Astronomy -- Data processing; Big data; Geoinformatics
• Languages: English
• ISBNs: 9780128191552
• Related ISBNs: 9780128191545
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.