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-1051 Urban Flood and Water&Food Insecurity service pipelines Unspecified Pipeline Unspecified Unspecified Unspecified Unspecified Unspecified 101082720 CENTAUR Supports the CENTAUR integrated platform by processing data for flood and water & food insecurity analyses.
technologies-1052 Machine learning model for peat layer thickness mapping Machine learning, Aerial laser scanning data Model NFI sample plot data on peat layer thickness, ALS laser scanning data Raster map of peat layer thickness Mapping peat layer thickness using machine learning and aerial laser scanning data 10.5194/egusphere-egu23-17242 101056844 ALFAwetlands Maps peat layer thickness in three classes.
technologies-1053 MIR-DRIFTS method for soil parameter quantification Fourier-transform infrared spectroscopy Method Soil samples Application of fourier-transform infrared spectroscopy for quantification of chemical parameters in peat samples 10.22616/ERDev.2023.22.TF097 101056844 ALFAwetlands Quantifies soil parameters (pH, C, N, P, Ca, Mg, K, humic acid).
technologies-1054 MIR-DRIFTS method for foliar litter composition quantification Fourier-transform infrared spectroscopy Method Foliar litter samples Application of fourier infrared spectroscopy method for quantification of foliar litter composition 10.22616/ERDev.2023.22.TF100 101056844 ALFAwetlands Quantifies foliar litter fractions (pine needles, needles and leaves, twigs, other).
technologies-1055 ptBox Camera-based system Surface water monitoring Images Not specified Not specified Not specified Not specified 101086209 TEMBO Africa Water level and flow measurement
technologies-1056 DischargeKeeper Light (DKL) Camera-based system Surface water monitoring Images Not specified Not specified Not specified Not specified 101086209 TEMBO Africa Water level and flow measurement
technologies-1057 DischargeKeeper (DK) Camera-based system Surface water monitoring Images Not specified Not specified Not specified Not specified 101086209 TEMBO Africa Water level, flow velocity, and discharge measurement
technologies-1058 Participatory system dynamics model System Dynamics Model Stakeholder views, CAPRI-Water projections No No Integrating Stakeholder Views and System Dynamics to Assess the Water–Energy–Food Nexus in Andalusia 10.3390/w12113172 689150 SIM4NEXUS Identifies and assesses key interlinkages between water, food, and energy.
technologies-1059 System dynamic model System Dynamics Model Demographic-economic, energy and environmental sub-systems of the Netherlands No No The Role of Mitigation Options for Achieving a Low-Carbon Economy in the Netherlands in 2050 Using a System Dynamics Modelling Approach 10.3390/cli8110132 689150 SIM4NEXUS Simulates investment subsidies and carbon levies to support technological mitigation options.
technologies-1060 Computable general equilibrium model (MAGNET) Computable General Equilibrium Model Export shares of crops No No Virtual Crop Water Export Analysis: The Case of Greece at River Basin District Level 10.3390/geosciences8050161 689150 SIM4NEXUS Analyzes virtual crop water export through international trade.