. . . . . . . "Classify, explain and analyse the factors underlying the hazards and evaluate their relative importance."@en . . . . . . "Critically asses susceptibility maps and the approaches to convert them into hazard maps."@en . . . . . . . . . "In the context of landslide hazard, formulate the data requirements for the statistical modelling approaches (including aspects of scale and data quality)."@en . . . . . . . . "Understand the appropriate use, the limitations and the issues one can tackle through statistical modelling for predictive mapping of hazards. Implement this knowledge through scripting data-driven methods for hazard prediction."@en . . . . . . . . . "Multivariate Statistical modelling"@en . "Data driven Hazard modelling: LU4"@en . . . . . "Exam"@en . "Data driven Hazard modelling: LU10"@en . . . . . . . . "Intro to group project"@en . "Data driven Hazard modelling: LU5"@en . . . . . "Project"@en . "Data driven Hazard modelling: LU9"@en . . . . . . . "Introduction to Natural Hazard Modelling"@en . "Data driven Hazard modelling: LU1"@en . . . . . "Project"@en . "Data driven Hazard modelling: LU8"@en . . . . . "Multivariate Statistical modelling"@en . "Data driven Hazard modelling: LU6"@en . . . . . . . "Introduction to modelling"@en . "Data driven Hazard modelling: LU3"@en . . . . . "Project"@en . "Data driven Hazard modelling: LU7"@en . . . . . "Size Statistics"@en . "Data driven Hazard modelling: LU2"@en . . . . "hazard modeling"@en . . . . . "susceptibility modeling"@en . . . . . . "landslide hazard"@en . . . . . . . . "modelling"@en . . . . . . "predictive hazards mapping"@en . . . . . . "hazard maps"@en . . . . . . "statistical modelling approaches"@en . . . . . . "Hazard factors importance"@en . . . . . . . . "aim"@en . . . . . . . "hydro-geomorphological processes"@en . . . . . . "susceptibility maps"@en . . . . . . "data-driven methods"@en . . . "https://ltb.itc.utwente.nl/page/792/concept/152926" . . "Data"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://ltb.itc.utwente.nl/page/792/concept/152966" . . "Data quality"@en . . . . . . . . . . . . . . "Hazards factors"@en . . . . . . . . . "classification"@en . . . . . . "hazard inventories"@en . . . . . . "hazard prediction"@en . . . . . . "data requirements formulation"@en . . . "https://ltb.itc.utwente.nl/page/792/concept/152971" . . "Research question"@en . . . . . . . . . . . . "R programming"@en . . . . . . "statistical modelling"@en . . . . . . "scale"@en . . . . . . "Hazards factors analysis"@en . . . . . . "natural hazard modelling"@en . . . . . . . . . . . . . "Decision Maker/Management"@en . . . . . . . . . . . . "Data Analyst/Analysis"@en . . . . . . . . . . . . "Modeler/Modeling"@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "M-GEO 5.0"@en . . . . . . . . . . . . . . . . "Disaster Resilience"@en . . . "Course"@en . "5.0" . "140.0" . "10.0" . "blended, F2F, online" . "Introduction to hazard risk resillience course, GIS data management/terrain analysis"@en . "3.0" . "2.0" . "The identification and assessment of natural hazards is a crucial component of disaster risk management. This course will focus on the modelling of natural hazards, with an emphasis on hydro-meteorological hazards (e.g., floods, landslides and erosion). Starting from the relevant natural phenomena and their causes, the generation of historical inventories of hazardous phenomena will be discussed. From the cloud-based generation of the hazard inventories and their interpretation, the course will expand on the main methods and tools to assess the susceptibility and hazard at different scales. The course will provide the foundation for predictive approaches with a particular focus given to statistical models of multivariate nature. The latter will combine the spatial and temporal dimensions. The use of empirical models will further investigate runout patterns to estimate areas under threat."@en . "Data driven Hazard modelling"@en . "Data driven Hazard modelling"@en . "Data driven Hazard modelling"@en .