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-261 Optimized MD Modules Membrane Distillation Module Hydrodynamics data, energy recovery data Not specified Not specified Not specified Not specified 101091915 MEloDIZER Improved hydrodynamics and energy recovery in MD systems
technologies-262 Next-generation membranes (flat-sheet and hollow-fibre) Membrane Distillation Membrane Not specified Not specified Not specified Not specified Not specified 101091915 MEloDIZER High-performance, robust membranes made with green materials
technologies-263 Four MD prototypes (2-5 m3/day, 0.5-2 m3/day, 50-100 L/day, 10-20 L/day) Membrane Distillation System Wastewater, saline water Not specified Not specified Not specified Not specified 101091915 MEloDIZER Demonstrates MD performance in various applications
technologies-264 OMD System Osmotic Membrane Distillation System Wastewater streams Not specified Not specified Process optimization of osmotic membrane distillation for the extraction of valuable resources from water streams 10.1038/s41545-023-00294-2 101091915 MEloDIZER Concentrates valuable elements and substances in dilute feed streams
technologies-265 Pseudo-nitzschia bloom detection framework Remote sensing (MERIS) Algorithm MERIS satellite data Not specified Not specified Pseudo-nitzschia Blooms in a Coastal Upwelling System: Remote Sensing Detection, Toxicity and Environmental Variables 10.3390/w11091954 776348 CoastObs Detection of Pseudo-nitzschia blooms and prediction of toxicity
technologies-266 Remote sensing model for particulate domoic acid (pDA) Remote sensing (MERIS) Algorithm MERIS satellite data Not specified Not specified Pseudo-nitzschia Blooms in a Coastal Upwelling System: Remote Sensing Detection, Toxicity and Environmental Variables 10.3390/w11091954 776348 CoastObs Prediction of particulate domoic acid concentrations
technologies-267 Sentinel-2 based microphytobenthos water quality indices Remote sensing (Sentinel-2) Algorithm Sentinel-2 satellite imagery Not specified Not specified Using sentinel-2 satellite imagery to develop microphytobenthos-based water quality indices in estuaries 10.1016/j.ecolind.2020.107184 776348 CoastObs Water quality assessment using microphytobenthos
technologies-268 CoastObs service platform Earth Observation data processing and service delivery platform Platform Sentinel-2, Sentinel-3 Not specified Not specified COMMERCIAL SERVICE PLATFORM FOR USER-RELEVANT COASTAL WATER MONITORING SERVICES BASED ON EARTH OBSERVATION 10.5281/zenodo.5041169 776348 CoastObs Coastal water quality monitoring and reporting
technologies-269 HydroColor Smartphone app Software RAW image data from smartphone camera Not specified Not specified Accuracy and Reproducibility of Above-Water Radiometry With Calibrated Smartphone Cameras Using RAW Data 10.3389/frsen.2022.940096 776480 MONOCLE Above-water radiometry
technologies-270 EyeOnWater Smartphone app Software RAW image data from smartphone camera Not specified Not specified Accuracy and Reproducibility of Above-Water Radiometry With Calibrated Smartphone Cameras Using RAW Data 10.3389/frsen.2022.940096 776480 MONOCLE Above-water radiometry