Machine Learning Applications in Seismology
The purpose of this Special Issue is to immerse readers in the transformative impact of machine learning-based artificial intelligence on seismology. From digital seismic data processing to the development of structured seismic catalogs, AI technology is poised to revolutionize our understanding of...
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| Formato: | Online |
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| Idioma: | inglês |
| Publicado em: |
MDPI - Multidisciplinary Digital Publishing Institute
2025
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| Acesso em linha: | ONIX_20250812T095121_9783725829514_15 |
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| _version_ | 1869523388231319552 |
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| collection | Directory of Open Access Books |
| description | The purpose of this Special Issue is to immerse readers in the transformative impact of machine learning-based artificial intelligence on seismology. From digital seismic data processing to the development of structured seismic catalogs, AI technology is poised to revolutionize our understanding of earthquakes. By enabling multiple geophysical observations, AI uncovers signals and patterns that traditional methods overlook, offering new insights into the physical processes of earthquakes. In this Special Issue, leading experts share their innovative ideas and latest findings in earthquake monitoring, early warning, and forecasting systems, all developed through cutting-edge machine learning methods, theories, and applications. Together, we explore the potential of AI in seismology, aiming to enhance our ability to predict and understand seismic events. This journey promises to advance our scientific knowledge and improve our preparedness for future earthquakes, paving the way for a safer and more informed world. |
| format | Online |
| id | doab-20.500.12854ir-165066 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1650662025-08-12T07:58:33Z Machine Learning Applications in Seismology Zhou, Shiyong Jia, Ke machine learning processing of seismic data earthquake detection and monitoring earthquake forecast and early warning thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general The purpose of this Special Issue is to immerse readers in the transformative impact of machine learning-based artificial intelligence on seismology. From digital seismic data processing to the development of structured seismic catalogs, AI technology is poised to revolutionize our understanding of earthquakes. By enabling multiple geophysical observations, AI uncovers signals and patterns that traditional methods overlook, offering new insights into the physical processes of earthquakes. In this Special Issue, leading experts share their innovative ideas and latest findings in earthquake monitoring, early warning, and forecasting systems, all developed through cutting-edge machine learning methods, theories, and applications. Together, we explore the potential of AI in seismology, aiming to enhance our ability to predict and understand seismic events. This journey promises to advance our scientific knowledge and improve our preparedness for future earthquakes, paving the way for a safer and more informed world. 2025-08-12T07:58:31Z 2025-08-12T07:58:31Z 2025 book ONIX_20250812T095121_9783725829514_15 9783725829514 9783725829521 https://directory.doabooks.org/handle/20.500.12854/165066 eng image/jpeg Attribution 4.0 International https://mdpi.com/books https://mdpi.com/books/pdfview/book/10520 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-2952-1 10.3390/books978-3-7258-2952-1 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725829514 9783725829521 272 open access |
| spellingShingle | machine learning processing of seismic data earthquake detection and monitoring earthquake forecast and early warning thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general Machine Learning Applications in Seismology |
| title | Machine Learning Applications in Seismology |
| title_full | Machine Learning Applications in Seismology |
| title_fullStr | Machine Learning Applications in Seismology |
| title_full_unstemmed | Machine Learning Applications in Seismology |
| title_short | Machine Learning Applications in Seismology |
| title_sort | machine learning applications in seismology |
| topic | machine learning processing of seismic data earthquake detection and monitoring earthquake forecast and early warning thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general |
| topic_facet | machine learning processing of seismic data earthquake detection and monitoring earthquake forecast and early warning thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general |
| url | ONIX_20250812T095121_9783725829514_15 |