Explainable artificial intelligence in geoscience: A glimpse into the future of landslide susceptibility modeling
Author:
Publisher
Elsevier BV
Subject
Computers in Earth Sciences,Information Systems
Reference104 articles.
1. On the Prediction of Landslide Occurrences and Sizes via Hierarchical Neural Networks;Aguilera,2022
2. Parameter-free delineation of slope units and terrain subdivision of Italy;Alvioli;Geomorphology,2020
3. Automatic delineation of geomorphological slope units with r.slopeunits v1.0 and their optimization for landslide susceptibility modeling;Alvioli;Geosci. Model Dev. (GMD),2016
4. Accounting for covariate distributions in slope–unit–based landslide susceptibility models. a case study in the alpine environment;Amato;Eng. Geol.,2019
5. Generalized linear modelling in geomorphology;Atkinson;Earth Surf. Process. Landforms: The Journal of the British Geomorphological Group,1998
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