2026-04-20T23:42:17Zhttps://www.radar-service.eu/oai/OAIHandler10.35097/bkbwu1c6cbrqjsq62025-10-21T06:06:31ZIMKradar4kit
10.35097/bkbwu1c6cbrqjsq6
Küpfer, Katharina
Katharina
Küpfer
0000-0003-3986-6840
Code for Küpfer et al. 2025 (NHESS): Impact-based temporal clustering of multiple meteorological hazard types in southwestern Germany
Küpfer, Katharina
2025
2025
Atmospheric Science
Serial clustering
Multi-hazard
insurance loss data
Open Access
GNU General Public License v3.0 only
Küpfer, Katharina
Kunz, Michael
0000-0002-0202-9558
Tuel, Alexandre
0000-0001-5780-0664
This code is the basis of the publication "Impact-based temporal clustering of multiple meteorological hazard types in southwestern Germany" to be published in Natural Hazards and Earth System Sciences. The scripts range from identifying events with fixed or varying durations to the identification of the degree of clustering as well as cluster periods.
Prerequisites: Daily timeseries of (impact) data.
1_event_identification: Allows to identify distinct events from daily resolved timeseries.
2_precipitation_categorization and 2_wind_categorization: Allows to create distinct meteorological categories from generalized "flood" or "wind" impact data (large-scale storms, convective gusts, stratiform precipitation, mixed precipitation, and convective precipitation).
3_combination_hazards: Allows to decluster hazards so no artificial clusters on the scale of days are created
4_RipleyK and 4_counting: Allow to assess the degree of clustering vs. the number and timing of clusters, respectively
46,6 kB
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