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-181 Leak detection system Machine learning, physically-based models Software application Water pressure data, flowrate data Not specified Not specified Multiple leaks location in water distribution networks combining physically-based and machine learning approaches using high-performance computing 10.5281/zenodo.7702275 820985 NAIADES Locates leaks in water distribution networks.
technologies-182 Single and double-leak location system Machine learning Software application Flowrate-dependent pressure residuals vectors Not specified Not specified A methodology for single and double-leak location in pressurised water distribution networks using flowrate-dependent pressure residuals vectors. 10.4995/wdsa-ccwi2022.2022.14749 820985 NAIADES Locates single and double leaks in pressurized water distribution networks.
technologies-183 Pump scheduling optimization system Optimization algorithms Software application Water distribution system data Not specified Not specified Optimising Pump Scheduling in Water Distribution Systems to Minimize Leakage 10.5281/zenodo.7909360 820985 NAIADES Optimizes pump scheduling to minimize leakage.
technologies-184 Real-time drinking water quality monitoring system Sensors, data analytics Monitoring system Water quality data Not specified Not specified Real time drinking water quality monitoring 10.5281/zenodo.7698464 820985 NAIADES Monitors drinking water quality in real-time.
technologies-185 Integrated Exploitation Platform Online GIS Decision Support System Platform EO data, weather forecasts, crop models Not specified Not specified Not specified Not specified 642258 MOSES Provides integrated water management information
technologies-186 Crop mapping package Remote Sensing Software Package EO data Irrigated crop maps Not specified Not specified Not specified 642258 MOSES Early-season irrigated crop mapping
technologies-187 In-season water demand monitoring package Software Package Software Package EO data, weather data, soil data Water demand maps, soil water balance Not specified Not specified Not specified 642258 MOSES In-season monitoring of crop water requirements and soil water balance
technologies-188 Seasonal probabilistic forecasting package Software Package Software Package Weather data Seasonal weather forecasts Not specified Not specified Not specified 642258 MOSES Seasonal weather forecasting and downscaling
technologies-189 Irrigation forecasting package Software Package Software Package Weather forecasts, crop water requirements Irrigation forecasts Not specified Not specified Not specified 642258 MOSES Medium and short term crop water demand and irrigation forecasting
technologies-190 UAV-based glacier monitoring system Unmanned Aerial Vehicle (UAV), Structure from Motion (SfM) Remote Sensing UAV imagery Seasonal surface velocity data Not specified Seasonal surface velocities of a Himalayan glacier derived by automated correlation of unmanned aerial vehicle imagery 10.3189/2016AoG71A072 676819 CAT Monitoring glacier dynamics