Coseismic Landslides : Intelligent Prediction and Recognition / / by Xianmin Wang, Lizhe Wang, Haixiang Guo, Xuewen Wang, Qiyuan Yang, Aomei Zhang
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| Autore: |
Wang Xianmin
|
| Titolo: |
Coseismic Landslides : Intelligent Prediction and Recognition / / by Xianmin Wang, Lizhe Wang, Haixiang Guo, Xuewen Wang, Qiyuan Yang, Aomei Zhang
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 |
| Edizione: | 1st ed. 2025. |
| Descrizione fisica: | 1 online resource (147 pages) |
| Disciplina: | 551 |
| 363.34 | |
| Soggetto topico: | Natural disasters |
| Machine learning | |
| Geology | |
| Artificial intelligence | |
| Natural Hazards | |
| Machine Learning | |
| Artificial Intelligence | |
| Altri autori: |
WangLizhe
GuoHaixiang
WangXuewen
YangQiyuan
ZhangAomei
|
| Nota di contenuto: | Near real-time intelligent prediction and cause characteristics of coseismic landslides -- Intelligent identification of coseismic landslides across an extensive region -- Cross-earthquake-event intelligent recognition of coseismic landslides. |
| Sommario/riassunto: | Focusing on Habitable Earth for sustainability, this book develops novel and sophisticated deep learning algorithms and explores their successful application in intelligent prediction and recognition of coseismic landslides. These algorithms have originality and unique advantages in relatively high accuracy, low false alarms, strong generalization, and good interpretability. They were successfully applied in a series of violent earthquakes occurring worldwide from 2008 to 2022. This book provides significant techniques to support the 72-hour “golden window” for survivors in emergency rescue and to instruct postseismic rational reconstruction and development in society and economy. With cutting-edge algorithms and international urgent disaster-mitigating demands, this book caters to geoscientists, environmentalists, engineering geologists, and hazard geologists. It also appeals graduate students in the above fields. |
| Titolo autorizzato: | Coseismic Landslides |
| ISBN: | 981-9512-97-2 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9911021151203321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Earth and Environmental Science Series