Tools and Technologies

This catalogue is a dataset of data models, AI technologies, simulation tools, intelligent systems, and digital twins for inland water management. The catalogue includes hydrological models for predicting flow and quality, social models for water usage, and hydraulic models for urban distribution. AI technologies, such as machine learning algorithms for processing hydrological data and analysing satellite images, are identified. Simulation tools are catalogued based on their ability to predict event outcomes. Intelligent systems integrating cyber-physical architectures, sensors, actuators, and software are analysed for their roles in monitoring, event detection, risk assessment, and decision support. Digital twins, which combine real data with models and simulations to create virtual system replicas, are also included.

ID â–² Name Technology Type Data used as input Produced datasets (openly available) Demo (video if available) Paper (if available) Paper DOI (if available) Project ID (if available) Project Acronym (if available) Service description
technologies-151 ClimGen v1.20 Climate scenario generator Software GENIE Earth System Model emulator outputs Future climate data 265170 ERMITAGE Improved version of ClimGen for coupling with GENIEem
technologies-152 Fractal profile blades dynamic mixer Mechanical engineering Mixer Fluid properties, flow parameters Not specified Not specified Not specified Not specified 320560 MULTITURBULENCE Reduces mixing time by half; higher mechanical and energy efficiency in high viscosity fluid mixing.
technologies-153 Ice dynamics model Ice flow modelling Numerical model Ice thickness, bedrock elevations Not specified Not specified [De Rydt et al., 2015a] 10.1002/2015GL064355 301268 MODISC Simulate ice flow in Larsen B area before ice shelf disintegration
technologies-154 Coupled ice-ocean model Ice-ocean modelling Numerical model Ocean model output Not specified Not specified [De Rydt, 2015b] Not specified 301268 MODISC Simulate interaction between ocean and ice dynamics, focusing on areas with complex bathymetry
technologies-155 Hierarchy of models of a mixture of ice crystals in the ocean Computational fluid dynamics Model Oceanographic data, ice crystal properties Not specified Not specified Not specified Not specified 618610 SEA ICE CFD Simulates interaction between buoyant ice crystals and sinking cold water currents.
technologies-156 Simple models of a population of ice crystals Theoretical model Model Ice crystal size distribution, ocean properties Not specified Not specified Not specified Not specified 618610 SEA ICE CFD Models population of ice crystals of different sizes in the ocean mixed layer.
technologies-157 Theoretical models of the impact of ice crystals on convection Theoretical model Model Ice crystal properties, ocean properties Not specified Not specified Not specified Not specified 618610 SEA ICE CFD Models impact of ice crystals on ocean convection.
technologies-158 Full numerical simulations of a turbulent flow with embedded ice crystals Computational fluid dynamics Simulation Oceanographic data, ice crystal properties Not specified Not specified Not specified Not specified 618610 SEA ICE CFD Simulates turbulent flow with embedded ice crystals.
technologies-159 Theoretical and computational models of brine drainage Theoretical and computational model Model Ice properties, ocean properties Not specified Not specified Not specified Not specified 618610 SEA ICE CFD Models salt drainage from sea ice into the ocean.
technologies-160 Models of convective flows in melt ponds Computational fluid dynamics Model Melt pond properties, ice properties Not specified Not specified Not specified Not specified 618610 SEA ICE CFD Models convective flows in melt ponds on sea ice.