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-671 EO based processors Remote Sensing algorithms Software Sentinel 1, 2 and 3 data Water quality parameters Not specified D3.3 EO based processors and products 10.5281/zenodo.4031234 730066 EOMORES Implementation of validated EO-based water quality indicators for WFD and other reporting and historic compilation of data for specific ecological analysis
technologies-672 Algal forecasting models Ecological model Software Satellite and in situ data Algal bloom predictions Not specified Improved version of the algal forecasting models 10.5281/zenodo.3239279 730066 EOMORES Operational water quality monitoring and forecasting for operational water management
technologies-673 BOMBER (Bio-Optical Model-Based tool) Ecological model Software Sentinel 2 data Substrate coverage (bare sediment, dense stands of macrophytes) Not specified Spatiotemporal Dynamics of Submerged Aquatic Vegetation in a Deep Lake from Sentinel-2 Data 10.3390/w11030563 730066 EOMORES Implementation of validated EO-based water quality indicators for WFD and other reporting and historic compilation of data for specific ecological analysis
technologies-674 Water Distribution Network Model Simulation Model Water distribution network data Not specified Not specified Simulation of a Water Distribution Network with Key Performance Indicators for Spatio-Temporal Analysis and Operation of Highly Stressed Water Infrastructure 10.3390/w12041149 734409 Water4Cities Spatio-temporal analysis and operation of water distribution networks.
technologies-675 Optimal Missing Value Estimation Algorithm Kalman filter Algorithm Groundwater levels Not specified Not specified Optimal Missing Value Estimation Algorithm for Groundwater Levels 10.3390/proceedings2110698 734409 Water4Cities Estimates missing values in groundwater level data.
technologies-676 IoT Middleware for Water Management Middleware Software Sensor data Not specified Not specified IoT Middleware for Water Management 10.3390/proceedings2110696 734409 Water4Cities Middleware for water management using IoT data.
technologies-677 Water4Cities Platform ICT Platform Platform Surface water and groundwater data Not specified Not specified Water4Cities: An ICT Platform Enabling Holistic Surface Water and Groundwater Management for Sustainable Cities 10.3390/proceedings2110695 734409 Water4Cities Holistic surface water and groundwater management platform.
technologies-678 SWAMP Platform IoT, Big Data, Cloud/Fog, Drones Software Platform Sensor data, weather data, soil data Not specified Not specified Smart Water Management Platform: IoT-Based Precision Irrigation for Agriculture 10.3390/s19020276 777112 SWAMP Smart water management for precision irrigation
technologies-679 SWAMP Farmer App IoT Mobile Application Sensor data, SWAMP Platform data Not specified Not specified The SWAMP Farmer App for IoT-based Smart Water Status Monitoring and Irrigation Control 10.1109/metroagrifor50201.2020.9277588 777112 SWAMP Smart water status monitoring and irrigation control
technologies-680 SWAMP-UGA Multi-Parameter and Multi-Depth Soil Probe Not specified Sensor Soil data Not specified Not specified SWAMP-UGA Multi-Parameter and Multi-Depth Soil Probe No DOI available 777112 SWAMP Multi-parameter and multi-depth soil measurements