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-561 High-throughput root phenotyping protocol Root architecture analysis Field protocol Maize plants Not specified Not specified Not specified Not specified 311933 WATER4CROPS Screens maize roots for architectural traits.
technologies-562 Tomato root phenotyping protocol Root architecture analysis Laboratory protocol Tomato plants Not specified Not specified Not specified Not specified 311933 WATER4CROPS Analyzes root architecture of tomato seedlings.
technologies-563 Multi-species, multi-genotypes model (APSIM-based) Crop growth simulation Simulation model Genotypic data, environmental conditions Not specified Not specified Not specified Not specified 311933 WATER4CROPS Simulates effects of genetic variability on WUE and leaf growth under different climatic scenarios and irrigation strategies.
technologies-564 Highly efficient TDR system Time Domain Reflectometry Sensor system Soil water content High spatial and temporal resolution data on soil water content Yes No No 619120 MARSOL Continuous monitoring of soil water content in the unsaturated zone
technologies-565 Decision Support System (DSS) Wireless Sensor Network, open source databases Software application Data from wireless sensor network Real-time data on water quantity and quality Yes No No 619120 MARSOL Real-time monitoring and analysis of water quantity and quality, scenario analysis
technologies-566 Wireless Sensor Network Wireless communication, open source hardware and software Data network Sensor data Real-time sensor data Yes No No 619120 MARSOL Real-time data transmission and storage from multiple sensors
technologies-567 Web-based MARSOL data platform Web application, database Data management system Data from various sensors Long-term statistical series of hydrological variables Yes No No 619120 MARSOL Data storage, visualization, and analysis for scientists and decision makers
technologies-568 Prototype TDR sensors Time Domain Reflectometry Sensor Soil water content High spatial and temporal resolution data on soil water content Yes No No 619120 MARSOL Continuous monitoring of soil water content in the subsurface
technologies-569 Radar-based sensors Ground Penetrating Radar Sensor Infiltration rate, karstic conduit characteristics Data on infiltration rate and karstic conduit properties Yes No No 619120 MARSOL Quantifying infiltration rate and analyzing cavitational characteristics of karstic conduits
technologies-570 MAR-RISKAPP Fault tree analysis, probabilistic risk assessment Software application Risk assessment data from surveys Risk assessment results Yes No No 619120 MARSOL User-friendly risk assessment tool for MAR facilities