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-221 IvoriFEM v0.1.0 Finite-element program (Python) Snowpack model Heat conduction, water vapor diffusion, settlement in dry snow No No A finite-element framework to explore the numerical solution of the coupled problem of heat conduction, water vapor diffusion and settlement in dry snow (IvoriFEM v0.1.0) 10.5194/gmd-2023-97 949516 IVORI Simulates heat conduction, vapor diffusion and settlement in dry snow.
technologies-222 VALHALLA v1.0 Spectral snow albedo calculation method Snow albedo model Spectral characteristics of incident radiation, optical properties of snow No No A versatile method for computing optimized snow albedo from spectrally fixed radiative variables: VALHALLA v1.0 10.5194/gmd-14-7329-2021 949516 IVORI Optimizes spectral snow albedo calculation.
technologies-223 CrocO ensemble data assimilation system Ensemble data assimilation framework Snow cover model Snow depth observations from in situ network, meteorological observations No No Propagating information from snow observations with CrocO ensemble data assimilation system : a 10-years case study over a snow depth observation network 10.5194/tc-16-1281-2022 949516 IVORI Assimilates snow observations into a spatialized snow cover modeling framework.
technologies-224 Heated needle Experimental setup Heat and vapor transport measurement Heat and Vapor Transport in snow No No Use of a heated needle to study the dynamics of heat and vapor transport in snow No DOI 949516 IVORI Studies dynamics of heat and vapor transport in snow.
technologies-225 Any Geometry Flume (AGF) Sewer flow monitoring Hardware Water level and velocity 697140 VIGI-LEAK Measures water level and velocity to compute flowrate.
technologies-226 VIGI-LEAK correlator system Real-time flow measurement Software Fluid level and velocity from AGF 697140 VIGI-LEAK Monitors flowing volumes and alerts of faults, calculating leakage magnitude.
technologies-227 Momentum and Energy Model for Backwater Rise Prediction Hydraulic model Predictive model Jam geometry, discharge, channel slope Not specified Not specified Momentum and Energy Predict the Backwater Rise Generated by a Large Wood Jam 10.1029/2020gl089346 795348 WoodJam Predicts backwater rise from unit discharge and a dimensionless structural parameter.
technologies-228 Portable Microsensor Fusion System Probabilistic neuromorphic VLSI architecture Microsensor fusion system Multivariate, nonlinear, time-dependent and noisy signals from microsensors Not specified Live Demonstration (mentioned) Live Demonstration: A Portable Microsensor Fusion System with Real-Time Measurement for On-Site Beverage Tasting 10.1109/iscas.2019.8702184 747848 ProbSenS Real-time measurement for on-site beverage tasting
technologies-229 P-model v1.0 Optimality-based light use efficiency model GPP model fAPAR, meteorological data Not specified Not specified Yes 10.5194/gmd-13-1545-2020 787203 REALM Simulates terrestrial photosynthesis across a wide range of conditions.
technologies-230 CPTDv2: The China Plant Trait Database Version 2 Plant trait database Database Morphometric, physical, chemical, photosynthetic and hydraulic traits Yes Not specified Yes 10.1038/s41597-022-01884-4 787203 REALM Contains information on plant traits from 1529 unique species in 140 sites.