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-861 Modulating Function Based Fault Diagnosis Modulating functions, Parity space method Fault diagnosis Not specified Not specified Not specified Modulating Function Based Fault Diagnosis Using the Parity Space Method 10.5281/zenodo.5599173 824046 PURE-WATER Fault diagnosis using modulating functions and parity space method
technologies-862 Non-asymptotic State Estimator for Linear Reaction Diffusion Equation Modulating Functions Observer Not specified Not specified Not specified Non-asymptotic State Estimation of Linear Reaction Diffusion Equation using Modulating Functions 10.5281/zenodo.4609890 824046 PURE-WATER State estimation for linear reaction-diffusion equations
technologies-863 Adaptive Velocity Estimator for Lagrangian Systems Modulating Functions Observer Not specified Not specified Not specified Adaptive Velocity Estimation for Lagrangian Systems using Modulating Functions 10.5281/zenodo.8101714 824046 PURE-WATER Velocity estimation for Lagrangian systems
technologies-864 Automated machine learning-based potsherd detection Machine learning Software High-resolution drone imagery Not specified Not specified A brave new world for archaeological survey: Automated machine learning-based potsherd detection using high-resolution drone imagery 10.1016/j.jas.2019.105013 746446 WaMStrIn Automated detection of potsherds in drone imagery.
technologies-865 Deep learning segmentation for archaeological features extraction Deep learning Software Historical map series Not specified Not specified Potential of deep learning segmentation for the extraction of archaeological features from historical map series 10.17863/cam.63954 746446 WaMStrIn Automated extraction of archaeological features from historical maps.
technologies-866 Algorithms for topography and seasonal water availability analysis Geospatial analysis Algorithm Satellite imagery Not specified Not specified Remote Sensing and Historical Morphodynamics of Alluvial Plains. The 1909 Indus Flood and the City of Dera Ghazi Khan (Province of Punjab, Pakistan) 10.3390/geosciences9010021 746446 WaMStrIn Analysis of topography and seasonal water availability from satellite data.
technologies-867 Machine learning classification of multisensor and multitemporal satellite data Machine learning Software Multitemporal synthetic-aperture radar and multispectral bands Probability field of mound signatures Not specified Automated detection of archaeological mounds using machine-learning classification of multisensor and multitemporal satellite data 10.1073/pnas.2005583117 746446 WaMStrIn Automated detection of archaeological mounds using multi-sensor and multi-temporal satellite data.
technologies-868 MixSIAR Bayesian statistics Ecological source apportionment model Isotopic and biogeochemical sediment tracer data Not specified Not specified Methodological perspectives on the application of compound-specific stable isotope fingerprinting for sediment source apportionment 10.1007/s11368-017-1706-4 644320 IMIXSED Source apportionment in river basins
technologies-869 pHenom Sensor Voltammetric electrochemical technique pH sensor Water samples 774792 pHenom Cost-effective, smart, calibration-free, low-maintenance pH sensor for sea and drinking water monitoring.
technologies-870 Soil Moisture Retrieval Model Machine Learning, Semiempirical Models Soil Moisture Retrieval Sentinel-1 Backscatter and Interferometric Coherence Not specified Not specified Sentinel-1 Backscatter and Interferometric Coherence for Soil Moisture Retrieval in Winter Wheat Fields Within a Semiarid South-Mediterranean Climate: Machine Learning Versus Semiempirical Models 10.1109/jstars.2023.3339616 823965 ACCWA Retrieves soil moisture from Sentinel-1 data.