Towards landslide space-time forecasting through machine learning: the influence of rainfall parameters and model setting

Landslide susceptibility assessment using machine learning models is a popular and consolidated approach worldwide. The main constraint of susceptibility maps is that they are not adequate for temporal assessments: they are generated from static predisposing factors, allowing only a spatial predicti...

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التفاصيل البيبلوغرافية

الحاوية / القاعدة:	Frontiers in Earth Science
المؤلفون الرئيسيون:	Nicola Nocentini, Ascanio Rosi, Samuele Segoni, Riccardo Fanti
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	Frontiers Media S.A. 2023-04-01
الموضوعات:	machine learning landslides random forest susceptibility variables’ importance landslide probability map
الوصول للمادة أونلاين:	https://www.frontiersin.org/articles/10.3389/feart.2023.1152130/full