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-711 AquaRisk software platform Cloud-based software Software platform Data from internet-enabled sensors and water utility SCADA systems 672922 WATERGUARD Early warning and detection of water contamination events
technologies-712 Smart Agri system IoT, LoRa, GPRS, NB-IoT, renewable energy Irrigation management system Sensor data from the field Not specified Not specified Adaptation of a Traditional Irrigation System of Micro-Plots to Smart Agri Development: A Case Study in Murcia (Spain) 10.3390/agronomy10091365 734560 ALICE Remote management and control of irrigation systems in micro-plots, reducing water footprint and energy consumption.
technologies-713 Smart Agri system ICT, renewable energy Water management system Various data (water usage, energy consumption, etc.) Not specified Not specified Reducing the Carbon Footprint of the Water-Energy Binomial through Governance and ICT. A Case Study 10.3390/w12113187 734560 ALICE Modernization and automation of Water User Association (WUA), reducing GHG emissions.
technologies-714 Sherwood Plot Mathematical model Analytical framework Waste matrix composition, recovery cost Potentially cost structure ontologies No Resource Recovery and the Sherwood Plot 10.3390/e25010004 869318 ULTIMATE Analyzes the relationship between recovery cost and concentration of target materials in waste streams.
technologies-715 Membrane-based tertiary treatment trains Ultrafiltration (UF), Reverse Osmosis (RO), Ozonation, Coagulation, Microfiltration (MF) Water treatment processes Brewery wastewater Water quality data No Membrane-Based Processes to Obtain High-Quality Water From Brewery Wastewater 10.3389/fceng.2021.734233 869318 ULTIMATE Treats brewery wastewater to produce high-quality reusable water.
technologies-716 Regulated Deficit Irrigation (RDI) protocol Agricultural protocol Protocol Crop characteristics, water needs 875933 HydSOS Irrigation protocol for olive trees
technologies-717 Water vascular flow sensor Sensor Hardware Water flow in tree trunk 875933 HydSOS Continuous online sensor for measuring water potential in olive tree trunks
technologies-718 Smart Irrigation Management Platform Software Software Sensor data, RDI protocol 875933 HydSOS Online platform for managing irrigation based on sensor data and RDI protocol
technologies-719 Lytic Bacteriophage B1 Bacteriophage Biological Klebsiella pneumoniae strain 52145 Not specified Not specified Isolation and Characterization of a Novel Lytic Bacteriophage against the K2 Capsule-Expressing Hypervirulent Klebsiella pneumoniae Strain 52145, and Identification of Its Functional Depolymerase 10.3390/microorganisms9030650 821423 SPRING Treatment of Klebsiella pneumoniae infections
technologies-720 K2 Depolymerase Enzyme Biological Klebsiella pneumoniae strain 52145 Not specified Not specified Characterisation of a Lytic Bacteriophage and Demonstration of Its Combined Lytic Effect with a K2 Depolymerase on the Hypervirulent Klebsiella pneumoniae Strain 52145 10.3390/microorganisms11030669 821423 SPRING Treatment of Klebsiella pneumoniae infections