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-271 iSPEX 2 Smartphone add-on Hardware Light Not specified Not specified A universal smartphone add-on for portable spectroscopy and polarimetry: iSPEX 2 10.1117/12.2558562 776480 MONOCLE Portable spectroscopy and polarimetry
technologies-272 KduSTICK Low-cost Do-It-Yourself instrument Hardware Water samples Not specified Not specified Water quality monitoring program through the KduSTICK, a low-cost and Do-It-Yourself instrument connected by the Internet of Things No DOI available 776480 MONOCLE Water quality monitoring
technologies-273 MONOCLE reference sensor collection Collection of sensors Hardware Various water parameters Not specified Not specified D2.6 MONOCLE reference sensor collection 10.5281/zenodo.6949209 776480 MONOCLE Water quality monitoring
technologies-274 So-Rad Solar-Tracking Radiometry Platform Hardware Solar irradiance, upwelling radiance Not specified Not specified Incorporating a Hyperspectral Direct-Diffuse Pyranometer in an Above-Water Reflectance Algorithm 10.3390/rs14102491 776480 MONOCLE Above-water radiometry
technologies-275 Low-cost sensors Various sensors Hardware Various water parameters Not specified Not specified D2.5 Low-cost sensors support package 10.5281/zenodo.3967123 776480 MONOCLE Water quality monitoring
technologies-276 Legacy sensor interface Software library and user interface Software Data from legacy sensors Not specified Not specified D2.3 Legacy sensor interface including software library and user interface 10.5281/zenodo.3558533 776480 MONOCLE Sensor data integration
technologies-277 Hyperspectral pyranometer (HSP) Sensor Hardware Solar irradiance Not specified Not specified Incorporating a Hyperspectral Direct-Diffuse Pyranometer in an Above-Water Reflectance Algorithm 10.3390/rs14102491 776480 MONOCLE Characterization of aerosols and improved precision in Rrs(λ)
technologies-278 Macroporous Ion Exchange Membrane Adsorbers Ion exchange membrane adsorption Water treatment Natural Organic Matter (NOM), Suwannee River NOM (SRNOM) Not specified Not specified Characterizing Macroporous Ion Exchange Membrane Adsorbers for Natural Organic Matter (NOM) Removal—Adsorption and Regeneration Behavior 10.3390/membranes14060124 101081980 SafeCREW Removal of disinfection byproduct precursors in drinking water treatment
technologies-279 Optical sensor technologies for water quality monitoring – Hardware Optical sensor technology Hardware Water samples Not specified Not specified Not specified Not specified 101081963 H2OforAll Water quality monitoring
technologies-280 Data-driven leakage corrected GRACE product Data-driven Data processing GRACE data Yes No No No 841407 CLOSeR Improved GRACE data for global applications