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JRODOS Multi-Model Atmospheric Dispersion Pipeline for Nuclear Emergency Planning

Ahmed, Ramy-Badr ORCID iD icon 1
1 Institut für Thermische Energietechnik und Sicherheit (ITES), Karlsruher Institut für Technologie (KIT)

Abstract (englisch):

Multi-ADM-Analyzer is a modular Python framework for post-processing and visualizing atmospheric dispersion model outputs. The tool supports ensemble-based analysis of cell-wise simulation results by transforming binary model outputs into geospatial products suitable for inter-model comparison and publication-quality reporting. Its main workflows include probabilistic exceedance mapping, signed relative-frequency comparison between two Atmospheric Dispersion Models (ADMs), categorical overlay analysis among three ADMs, and threshold-based overlay analysis for identifying robust regions of probabilistic agreement. The framework reads scenario-specific binary result files, extracts one scalar value per computational grid cell and ensemble run, computes statistical indicators such as exceedance probability or relative activation frequency, joins the derived quantities to a geospatial computational grid, and renders classified map outputs.

The architecture separates configuration handling, path resolution, data loading, geospatial joining, statistical computation, plotting, and pipeline orchestration into dedicated modules. The design keeps the scientific workflow configuration-driven. ... mehr


Zugehörige Institution(en) am KIT Institut für Thermische Energietechnik und Sicherheit (ITES)
Publikationstyp Forschungsdaten
Publikationsdatum 25.06.2026
Erstellungsdatum 18.05.2026
Identifikator DOI: 10.35097/qed6h2s91k3se4ha
KITopen-ID: 1000194563
HGF-Programm 32.12.02 (POF IV, LK 01) Beyond Design Basis and Emergency Management
Lizenz Apache License 2.0
Externe Relationen Forschungsdaten/Software
Forschungsdaten/Software
Schlagwörter Software, Probabilistic Planning, Software Development, Decision-Making Software
Liesmich

See File "ReadMe_technical.md". Also on GitHub:
https://github.com/KIT-ITES/Multi-ADM-Analyzer/blob/main/ReadMe.md

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