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-451 E. coli sensor Hardware Sensor Water samples 312764 SAFEWATER Detects E. coli in drinking water.
technologies-452 Look-Ahead simulator Software Simulation Water network data, contamination data 312764 SAFEWATER Predicts the spread of contamination in water networks.
technologies-453 Online Source identification tool Software Simulation Water network data, contamination data 312764 SAFEWATER Identifies potential sources of contamination in water networks.
technologies-454 Event Detection Training Tool (ED-TT) Software Training EDS data 312764 SAFEWATER Tool for training on the EDS.
technologies-455 Spatial Model Software Spatial analysis Water network data 312764 SAFEWATER Measures lag time between locations in the water network.
technologies-456 Domestic sensors Hardware Sensor Water quality parameters 312764 SAFEWATER Network of low-cost sensors for detecting contamination in homes.
technologies-457 Virtual Sensor Software Sensor Domestic sensor data 312764 SAFEWATER Predicts water quality based on domestic sensor data.
technologies-458 Miniaturised water monitoring technology Miniaturised sensors, wireless communication Water quality monitoring Water samples Not specified Not specified Report on demand and challenges for miniaturised water monitoring technology in urban catchments Not specified 319923 BALTICFLOWS Real-time monitoring of various water parameters in urban catchments.
technologies-459 Miniaturised water monitoring technology for rivers and streams Miniaturised sensors, wireless communication, energy harvesting Water quality monitoring Water samples Not specified Not specified Report on demand and challenges for miniaturised water monitoring technology in rivers and streams Not specified 319923 BALTICFLOWS Real-time monitoring of various water parameters in rivers and streams.
technologies-460 MARS Freshwater Information System (FIS) Web-based Information System Various MARS datasets, models, and case studies MARS catchment data (Freshwater Metadatabase) 603378 MARS Provides access to information and tools generated in MARS. Includes factsheets, a model selection tool, and guidelines.