Advances in machine learning for natural hazards risk assessment
Advances in machine learning for natural hazards risk assessment
Editor(s): Vitor Silva, Caroline M. Gevaert, David Lallemant, Sabine Loos, and Philip Ward More information

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17 Jun 2022
Comparison of machine learning techniques for reservoir outflow forecasting
Orlando García-Feal, José González-Cao, Diego Fernández-Nóvoa, Gonzalo Astray Dopazo, and Moncho Gómez-Gesteira
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-171,https://doi.org/10.5194/nhess-2022-171, 2022
Preprint under review for NHESS (discussion: open, 1 comment)
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20 May 2022
Landsifier v1.0: a Python library to estimate likely triggers of mapped landslides
Kamal Rana, Nishant Malik, and Ugur Ozturk
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-141,https://doi.org/10.5194/nhess-2022-141, 2022
Preprint under review for NHESS (discussion: open, 1 comment)
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22 Apr 2022
A Comparative Analysis of Machine Learning Algorithms for Snowfall Prediction Models in South Korea
Moon-Soo Song, Hong-Sik Yun, Jae-Joon Lee, and Sang-Guk Yum
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-118,https://doi.org/10.5194/nhess-2022-118, 2022
Preprint under review for NHESS (discussion: final response, 3 comments)
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01 Apr 2022
A Scenario-based Case Study: AI to analyse casualties from landslides in Chittagong Metropolitan Area, Bangladesh
Fahim Sufi, Edris Alam, and Abu Islam
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-90,https://doi.org/10.5194/nhess-2022-90, 2022
Preprint under review for NHESS (discussion: open, 7 comments)
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22 Feb 2022
What weather variables are important for wet and slab avalanches under a changing climate in low altitude mountain range in Czechia?
Markéta Součková, Roman Juras, Kryštof Dytrt, Vojtěch Moravec, Johanna Ruth Blöcher, and Martin Hanel
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2022-44,https://doi.org/10.5194/nhess-2022-44, 2022
Preprint under review for NHESS (discussion: final response, 5 comments)
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07 Jan 2022
Machine learning models to predict myocardial infarctions from past climatic and environmental conditions
Lennart Marien, Mahyar Valizadeh, Wolfgang zu Castell, Christine Nam, Diana Rechid, Alexandra Schneider, Christine Meisinger, Jakob Linseisen, Kathrin Wolf, and Laurens Bouwer
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2021-389,https://doi.org/10.5194/nhess-2021-389, 2022
Preprint under review for NHESS (discussion: final response, 4 comments)
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