Expertises
Earth and Planetary Sciences
- Model
- Landslide
- Time
- Modeling
- Occurrence
- Hazard
- Datum
Computer Science
- Models
Organisaties
Mijn huidige onderzoeksonderwerp is de geofysische en geo-AI-gebaseerde evaluatie en modellering van door Earhtuqkae veroorzaakte aardverschuivingen. Maar ik ben geïnteresseerd in alles wat met natuurkunde, wiskunde, programmeren en aardwetenschappen te maken heeft.
Publicaties
2024
On the use of explainable AI for susceptibility modeling: Examining the spatial pattern of SHAP values, Article 101800. Wang, N., Zhang, H., Dahal, A., Cheng, W., Zhao, M. & Lombardo, L.https://doi.org/10.1016/j.gsf.2024.101800Space–time landslide hazard modeling via Ensemble Neural Networks, 823-845. Dahal, A., Tanyaș, H., Westen, C. v., Meijde, M. v. d., Mai, P. M., Huser, R. & Lombardo, L.https://doi.org/10.5194/nhess-24-823-2024From spatio-temporal landslide susceptibility to landslide risk forecast, Article 101765. Wang, T., Dahal, A., Fang, Z., van Westen, C., Yin, K. & Lombardo, L.https://doi.org/10.1016/j.gsf.2023.101765Deep graphical regression for jointly moderate and extreme Australian wildfires, Article 100811. Cisneros, D., Richards, J., Dahal, A., Lombardo, L. & Huser, R.https://doi.org/10.1016/j.spasta.2024.100811An ensemble neural network approach for space-time landslide predictive modelling. Earth ArXiv. Lim, J., Santinelli, G., Dahal, A., Vrieling, A. & Lombardo, L.https://doi.org/10.31223/X5198VFull seismic waveform analysis combined with transformer neural networks improves coseismic landslide prediction, Article 75 (E-pub ahead of print/First online). Dahal, A., Tanyaș, H. & Lombardo, L.https://doi.org/10.1038/s43247-024-01243-8
2023
Speech-recognition in landslide predictive modelling: A case for a next generation early warning system, Article 105833. Fang, Z., Tanyaș, H., Gorum, T., Dahal, A., Wang, Y. & Lombardo, L.https://doi.org/10.1016/j.envsoft.2023.105833Dynamic rainfall-induced landslide susceptibility: A step towards a unified forecasting system, Article 103593. Ahmed, M., Tanyaș, H., Huser, R., Dahal, A., Titti, G., Borgatti, L., Francioni, M. & Lombardo, L.https://doi.org/10.1016/j.jag.2023.103593From ground motion simulations to landslide occurrence prediction, Article 108898. Dahal, A., Castro-Cruz, D. A., Tanyaş, H., Fadel, I., Mai, P. M., van der Meijde, M., van Westen, C., Huser, R. & Lombardo, L.https://doi.org/10.1016/j.geomorph.2023.108898Assessing multi-hazard susceptibility to cryospheric hazards: Lesson learnt from an Alaskan example, Article 165289. Elia, L., Castellaro, S., Dahal, A. & Lombardo, L.https://doi.org/10.1016/j.scitotenv.2023.165289
Onderzoeksprofielen
Adres
Universiteit Twente
Langezijds (gebouwnr. 19), kamer 1415
Hallenweg 8
7522 NH Enschede
Universiteit Twente
Langezijds 1415
Postbus 217
7500 AE Enschede
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