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-41 VERGE in VBS 2023 VERGE System Unspecified Yes 10.1007/978-3-031-27077-2_55 101004152 CALLISTO System (details unspecified).
technologies-42 Filling Cloud Gaps on Optical Time-Series through Optical and SAR Data Fusion for Cropland Monitoring Cloud Gap Filling Algorithm Optical and SAR data Yes 10.5281/zenodo.7056724 101004152 CALLISTO Cloud gap filling for optical time series using SAR data.
technologies-43 Fusion of multiple classifiers using self supervised learning for satellite image change detection Multiple Classifier Fusion Algorithm Satellite images Yes 10.1007/978-3-031-27818-1_51 101004152 CALLISTO Satellite image change detection using multiple classifiers.
technologies-44 SyDWEM System Dynamics and Water Environmental Model Integrated Water System Model Rainfall, runoff, water quality data, socio-economic data Not specified Not specified Yes Not specified 908448 AMWRUC Simulates dynamic interactions between socio-economic system, water infrastructure, and receiving water; assesses effects of socio-economic and engineering measures on environmental and development indicators.
technologies-45 SWMM Storm Water Management Model Hydrological Model Rainfall data, catchment characteristics Not specified Not specified Yes Not specified 908448 AMWRUC Analyzes the performance of low impact development systems on urban flooding reduction.
technologies-46 Copula-based multivariate frequency modelling of flood extremes Copula-based statistical modeling Statistical model Multivariate flood data, historical and regional ungauged extremes 301953 IMPALA Multivariate flood frequency analysis accounting for non-stationarity.
technologies-47 Methodology for identification of storm events with convective character Convective rainfall event identification Method High-resolution climatological data, lightning activity Gaál et al. (2014, HESS) 301953 IMPALA Identifies convective storms using lightning activity as an indicator.
technologies-48 Method for differentiating between convective and stratiform rainfall events Rainfall event classification Method Rainfall data 301953 IMPALA Classifies rainfall events as convective or stratiform.
technologies-49 Open source software tools R and Python Software Library Catchment data, model outputs Uncertainty analysis results, optimized sampling strategies No Yes 607000 QUICS Enable uncertainty analysis with existing software packages
technologies-50 EcoWater Toolbox Web-based platform Software suite Data from SEAT and EVAT, technology inventory Case study results, technology inventory Yes 282882 EcoWater Eco-efficiency assessment of water use systems at the meso-level