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-1041 YOLOv8l-seg Deep Learning Image segmentation Underwater imagery of cold-water coral reefs Not specified Not specified Deep Learning Based Characterization of Cold-Water Coral Habitat at Central Cantabrian Natura 2000 Sites Using YOLOv8 10.3390/jmse12091617 101058625 iMagine Automated detection and segmentation of cold-water coral species in underwater imagery.
technologies-1042 AI-powered image analysis tools AI-based Image analysis Marine and freshwater research images Not specified Not specified Multiple papers Various 101058625 iMagine Portfolio of tools for efficient processing and analysis of imaging data.
technologies-1043 Forecast system demonstrator Unspecified Demonstrator GNSS, drone, radar, in-situ data Unspecified Unspecified Unspecified Unspecified 101082189 MAGDA Weather forecasting and severe weather/irrigation/crop monitoring advisory
technologies-1044 Demonstrator operational irrigation advisory service Unspecified Demonstrator Weather forecasts, hydrological model output Irrigation advisories Unspecified Unspecified Unspecified 101082189 MAGDA Operational irrigation advisory service
technologies-1045 Riversaver platform Not specified Platform Not specified Not specified Not specified A folyómentés tudománya és technikái – a Riversaver platform bemutatása No DOI available 101094070 DALIA Not specified
technologies-1046 Clean Tisza Map Machine learning algorithms Map Sentinel-2 images, citizen science data Not specified Not specified Sustainability 10.3390/su16125040 101094070 DALIA Maps litter accumulations along the Tisza River.
technologies-1047 DALIA tool Not specified Tool Not specified Not specified Not specified DALIA Danube Region Water Lighthouse Action No DOI available 101094070 DALIA Integrated tool for better decision-making in DRB water management.
technologies-1048 Multi-Temporal and Multisource Satellite Imagery Analysis Workflow Remote Sensing, Machine Learning Workflow LANDSAT 5, Sentinel-2, Sentinel 1 SAR, TanDEM-X DSMs Not specified Not specified Application of Multi-Temporal and Multisource Satellite Imagery in the Study of Irrigated Landscapes in Arid Climates 10.3390/rs16111997 101062705 UnderTheSands Detecting and analyzing ancient irrigation networks in arid climates.
technologies-1049 Deep Learning-based Qanat Detection System Deep Learning Model HEXAGON spy satellite imagery Not specified Not specified Deep learning-based detection of qanat underground water distribution systems using HEXAGON spy satellite imagery 10.1016/j.jas.2024.106053 101062705 UnderTheSands Detecting qanat underground water distribution systems.
technologies-1050 CENTAUR integrated platform Unspecified Platform Meteorological data, socio-economic data, data from new sensors (e.g., traditional and social media), data from other Copernicus services Unspecified Unspecified Unspecified Unspecified 101082720 CENTAUR Improves situational awareness and preparedness around climate change; anticipates occurrence and knock-on effects of crisis events triggered by climatic extremes. Addresses flood threats in urban areas and water & food insecurity in developing countries.