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-71 Bayesian Network model for Lake Vansjø Bayesian Network Predictive modelling Biological response variables, REFRESH scenarios, catchment and lake modelling data Yes No Yes No 244121 REFRESH Links biological response variables with REFRESH scenarios and catchment/lake modelling
technologies-72 REFRESH models Integrated catchment models Ecological forecasting Reviews, analyses, experiments, local models Yes No Yes No 244121 REFRESH Simulates future water quantity, quality, and ecology at the catchment scale
technologies-73 Bayesian Belief Networks Bayesian Networks Predictive modelling Multiple stress factors Yes No Yes No 244121 REFRESH Describes impacts of multiple stresses on streamwater macro-invertebrate biodiversity, riparian plant diversity, macrophyte status, and algal-cyanobacterial interactions in lakes
technologies-74 Extended CBA tool Cost-Benefit Analysis Economic Evaluation Ecological and economic outcomes, stakeholder dialogue, farm and sub-catchment modelling Yes No Yes No 244121 REFRESH Assesses cost-effectiveness of water quality enhancement strategies, considering land management variability
technologies-75 INCA-N and INCA-P Nutrient transport models Simulation Land use and climate change data Yes No Yes No 244121 REFRESH Models nutrient and sediment transport in the Louros catchment
technologies-76 Anura3D Material Point Method (MPM) 3D computer code Soil properties, fluid properties, boundary conditions Not specified Not specified Not specified Not specified 324522 MPM-DREDGE Modeling large deformation problems for soil-fluid interaction, including generation and dissipation of (excess) pore pressures
technologies-77 Mathematical model for WWTP optimization Mathematical programming Software WWTP operational data, influent characteristics, effluent requirements Optimized operational strategies, microbial group behavior 627475 GREENCOST Optimization of WWTP operation to minimize GHG emissions and nutrient release.
technologies-78 Control system for WWTP Control system Hardware/Software Mathematical model outputs, real-time WWTP sensor data Real-time adjustments to WWTP operation 627475 GREENCOST Real-time regulation of plant carbon footprint and effluent quality.
technologies-79 Data analysis tools for WWTP energy benchmarking Statistical and programming techniques Software WWTP energy consumption data Benchmarking results, energy reduction strategies 627475 GREENCOST Evaluation and benchmarking of energy consumption in WWTPs.
technologies-80 SALTMED model Simulation model Software Climate data, soil data, crop data, irrigation data, fertilizer data Model outputs, calibrated and validated data Not specified Not specified Not specified 212337 SWUP-MED Crop growth simulation, yield prediction, impact assessment of different management practices under various climate scenarios. Includes sub-models for crop growth, crop rotations, nitrogen dynamics, soil temperature, dry matter and marketable yield, subsurface irrigation, deficit irrigation, drainage flow, evapotranspiration. Accounts for environmental stresses such as temperature, CO2 level, water logging, soil oxygen level, nitrogen level, salinity level and drought.