Predicting deep-seated landslide displacement on Taiwan's Lushan through the integration of convolutional neural networks and the Age of Exploration-Inspired Optimizer by J.-S. Chou, H.-M. Nguyen, H.-P. Phan, K.-L. Wang

“…Natural Hazards and Earth System Sciences…”
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Unraveling landslide failure mechanisms with seismic signal analysis for enhanced pre-survey understanding by J.-M. Chang, J.-M. Chang, C.-M. Yang, W.-A. Chao, W.-A. Chao, C.-S. Ku, M.-W. Huang, M.-W. Huang, T.-C. Hsieh, C.-Y. Hung

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A new method for calculating highway blocking due to high-impact weather conditions by D. Liu, T. Jing, T. Jing, T. Jing, M. Yan, I. Gultepe, Y. Bao, Y. Bao, Y. Bao, H. Wang, F. Zu

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Multi-scale hydraulic graph neural networks for flood modelling by R. Bentivoglio, E. Isufi, S. N. Jonkman, R. Taormina

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The role of antecedent conditions in translating precipitation events into extreme floods at the catchment scale and in a large-basin context by M. Staudinger, M. Kauzlaric, A. Mas, G. Evin, B. Hingray, D. Viviroli

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Spatial identification of regions exposed to multi-hazards at the pan-European level by T.-E. Antofie, T.-E. Antofie, S. Luoni, A. Tilloy, A. Sibilia, S. Salari, G. Eklund, D. Rodomonti, C. Bountzouklis, C. Corbane

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Enhancement of state response capability and famine mitigation: a comparative analysis of two drought events in northern China during the Ming dynasty by F. Tian, F. Tian, Y. Su, Y. Su, X. Chen, X. Chen, L. Tao, L. Tao

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The anomalously thundery month of June 1925 in southwest Spain: description and synoptic analysis by F. J. Acero, M. Antón, A. J. P. Aparicio, A. J. P. Aparicio, N. Bravo-Paredes, V. M. S. Carrasco, M. C. Gallego, J. A. García, M. Núñez, I. Tovar, J. Vaquero-Martínez, J. M. Vaquero

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Compound events in Germany in 2018: drivers and case studies by E. Xoplaki, E. Xoplaki, F. Ellsäßer, F. Ellsäßer, J. Grieger, K. M. Nissen, J. G. Pinto, M. Augenstein, T.-C. Chen, T.-C. Chen, H. Feldmann, P. Friederichs, D. Gliksman, D. Gliksman, L. Goulier, K. Haustein, K. Haustein, J. Heinke, L. Jach, F. Knutzen, S. Kollet, J. Luterbacher, J. Luterbacher, N. Luther, S. Mohr, S. Mohr, C. Mudersbach, C. Müller, E. Rousi, F. Simon, L. Suarez-Gutierrez, L. Suarez-Gutierrez, L. Suarez-Gutierrez, S. Szemkus, S. M. Vallejo-Bernal, S. M. Vallejo-Bernal, S. M. Vallejo-Bernal, O. Vlachopoulos, F. Wolf

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Large-scale flood risk assessment in data-scarce areas: an application to Central Asia by P. Ceresa, G. Bussi, S. Denaro, G. Coccia, P. Bazzurro, P. Bazzurro, M. Martina, M. Martina, E. Fagà, C. Avelar, M. Ordaz, B. Huerta, O. Garay, Z. Raimbekova, K. Abdrakhmatov, S. Mirzokhonova, S. Mirzokhonova, V. Ismailov, V. Belikov

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A quantitative module of avalanche hazard – comparing forecaster assessments of storm and persistent slab avalanche problems with information derived from distributed snowpack simu... by F. Herla, P. Haegeli, S. Horton, P. Mair

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Identifying unrecognised risks to life from debris flows by M. Bloomberg, T. Davies, E. Moltchanova, T. Robinson, D. Palmer

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Modelling current and future forest fire susceptibility in north-eastern Germany by K. H. Horn, K. H. Horn, S. Vulova, S. Vulova, H. Li, B. Kleinschmit

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Subseasonal forecasts of heat waves in West African cities by C. G. Ngoungue Langue, C. G. Ngoungue Langue, C. Lavaysse, C. Lavaysse, C. Flamant

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A methodology to compile multi-hazard interrelationships in a data-scarce setting: an application to the Kathmandu Valley, Nepal by H. E. Thompson, J. C. Gill, R. Šakić Trogrlić, F. E. Taylor, B. D. Malamud

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Analysis of borehole strain anomalies before the 2017 Jiuzhaigou <i>M</i>_s&thinsp;7.0 earthquake based on a graph neural network by C. Li, C. Li, C. Qin, C. Qin, J. Zhang, J. Zhang, Y. Duan, Y. Duan, C. Chi, C. Chi

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Classification of North Atlantic and European extratropical cyclones using multiple measures of intensity by J. Cornér, C. Bouvier, B. Doiteau, B. Doiteau, F. Pantillon, V. A. Sinclair

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Comparison of conditioning factor classification criteria in large-scale statistically based landslide susceptibility models by M. Sinčić, S. Bernat Gazibara, M. Rossi, S. Mihalić Arbanas

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Computing the time-dependent activity rate using non-declustered and declustered catalogues – a first step towards time-dependent seismic hazard calculations for operational earthq... by D. Montiel-López, S. Molina, S. Molina, J. J. Galiana-Merino, J. J. Galiana-Merino, I. Gómez, I. Gómez, A. Kharazian, J. L. Soler-Llorens, J. A. Huesca-Tortosa, A. Guardiola-Villora, G. Ortuño-Sáez

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Brief communication: Training of AI-based nowcasting models for rainfall early warning should take into account user requirements by G. Ayzel, M. Heistermann

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