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-121 Regression models Statistical modelling Priority setting Climate data, species distribution data, water chemistry data Not specified Not specified Not specified Not specified 251785 FRESIS Identifying areas vulnerable to multiple invasions by Ponto-Caspian species.
technologies-122 BioBullets Green technology Biofouling mitigation Not specified Not specified Not specified Not specified Not specified 251785 FRESIS Cost-efficient green technology to mitigate biofouling.
technologies-123 New land-use model Not specified Land-use simulation Regional data, scenarios on future land-use change Not specified Not specified Not specified Not specified 272284 DYVERSE Simulates future potential land uses, allowing testing of landscape configuration and composition changes.
technologies-124 Graph theory-based landscape connectivity analysis tool Graph theory Landscape connectivity analysis Spatial data on habitat patches and connectivity Not specified Not specified Not specified Not specified 272284 DYVERSE Defines climate-proof habitat networks.
technologies-125 Niche-based models Not specified Climate change impact assessment Species distribution data, climate data Not specified Not specified Not specified Not specified 272284 DYVERSE Assesses climate change impacts on species.
technologies-126 Hybrid vegetation modeling tool Not specified Vegetation dynamics simulation Environmental data, land-use data Not specified Not specified Not specified Not specified 272284 DYVERSE Simulates vegetation dynamics.
technologies-127 Ecosystem services model Not specified Ecosystem services assessment Vegetation data, land-use data Not specified Not specified Not specified Not specified 272284 DYVERSE Models ecosystem services.
technologies-128 Habitat quality model Not specified Habitat quality assessment Environmental data, land-use data Not specified Not specified Not specified Not specified 272284 DYVERSE Models habitat quality.
technologies-129 Hydro-economic modelling framework Simulation and optimization techniques Model Agronomic simulation data, nitrate leaching data, unsaturated and saturated groundwater flow and mass transport data Not specified Not specified Not specified Not specified 226536 GENESIS Selecting sustainable cost-efficient measures and management strategies to achieve good groundwater status.
technologies-130 Bayesian network model Bayesian networks Model Data on impacts of integrated management policies under uncertainty Not specified Not specified Not specified Not specified 226536 GENESIS Assessing the impact of several policies for integrated multiobjective groundwater management under uncertainty.