Feature selection for landslide forecasting models in Southern Andes

Labbé, Manuel; Curilem, Millaray; Fustos-Toribio, Ivo; Pooley, Mario

doi:10.5194/nhess-26-3253-2026

Articles | Volume 26, issue 7

https://doi.org/10.5194/nhess-26-3253-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

Special issue:

The influence of landslide inventory quality on susceptibility...

https://doi.org/10.5194/nhess-26-3253-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 26, issue 7

Research article

|

14 Jul 2026

Research article |

| 14 Jul 2026

Feature selection for landslide forecasting models in Southern Andes

Manuel Labbé, Millaray Curilem, Ivo Fustos-Toribio, and Mario Pooley

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Cited articles

Abraham, M., Pothuraju, D., and Satyam, N.: Rainfall thresholds for prediction of landslides in idukki, india: an empirical approach, Water, 11, 2113, https://doi.org/10.3390/w11102113, 2019.

Abraham, M., Satyam, N., Kushal, S., Rosi, A., Pradhan, B., and Segoni, S.: Rainfall threshold estimation and landslide forecasting for kalimpong, india using sigma model, Water, 12, 1195, https://doi.org/10.3390/w12041195, 2020.

Adnan, M., Rahman, M., Ahmed, N., Ahmed, B., Rabbi, M., and Rahman, R.: Improving spatial agreement in machine learning-based landslide susceptibility mapping, Remote Sens., 12, 3347, https://doi.org/10.3390/rs12203347, 2020.

Ballabh, H., Pillay, S., Negi, G., and Pillay, K.: Relationship between selected physiographic features and landslide occurrence around four hydropower projects in bhagirathi valley of uttarakhand, western himalaya, india, Int. J. Geosci., 5, 1088–1099, https://doi.org/10.4236/ijg.2014.510093, 2014.

Barnhart, K. R., George, D. L., Collins, A. L., Schaefer, L. N., and Staley, D. M.: Uncertainty Reduction for Subaerial Landslide‐Tsunami Hazards, J. Geophys. Res.-Earth, 130, https://doi.org/10.1029/2024jf007906, 2025.