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-931 pHenom Voltammetric electrochemical technique with pH responding molecule in solid-state matrix and in-situ reference electrode verification pH sensor pH Not specified Not specified Novel Self-Calibrating pH Sensors for use onboard Autonomous Underwater Vehicles No DOI available 822927 pHenom Calibration-free pH measurement for autonomous underwater vehicles.
technologies-932 i-Cal Electrochemical technique Ion Selective Electrode (ISE) sensor Ion concentration Not specified Not specified i-Cal: Calibration Free Ion Selective Electrode Sensing No DOI available 822927 pHenom Calibration-free ISE sensing.
technologies-933 Glass pH sensor system Traditional glass electrode technology pH sensor pH Not specified Not specified Not specified No DOI available 822927 pHenom Traditional glass pH sensor for comparison.
technologies-934 Methodological framework for assessing crop water availability Archaeobotanical analysis, plant physiology, Traditional Ecological Knowledge (TEK) Methodological framework Macro-remains (stable carbon and nitrogen isotopes of grains), micro-remains (phytolith morphological ratios, stable oxygen, and silicon isotopes from phytoliths), ethnographic evidence Not specified Not specified Multiple papers See individual papers 759800 RAINDROPS Assessing past crop water availability in drylands.
technologies-935 Model for resilient practices of millet and sorghum cultivation Ethnoarchaeological modelling, ecological modelling Model Ethnographic data, archaeobotanical data Not specified Not specified Small-scale farming in drylands: New models for resilient practices of millet and sorghum cultivation 10.5281/zenodo.6501883 759800 RAINDROPS Predicting resilient millet and sorghum cultivation practices.
technologies-936 Application Programming Interface (API) and Geospatial Web Services API, Cloud Computing Software Sentinel-2 data Not specified Not specified The COALA Application Programming Interface No DOI available 870518 COALA Provides access to Earth Observation products for agriculture management. Integrates with various platforms (YieldProphet, QGIS).
technologies-937 Methodological framework for assessing nutritional status of crops and mapping soil productivity Algorithm Software Sentinel-2 data Not specified Not specified Remote Sensing-based crop yield model at field and within-field scales in wheat and barley crops 10.1016/j.eja.2022.126720 870518 COALA Provides information for variable rate nutrient application.
technologies-938 Physically based model for crop evapotranspiration Algorithm Software Sentinel-2 data Not specified Not specified Estimating evapotranspiration by using canopy conductance models with Sentinel-2 data in irrigated crops in California and Australia 10.5194/egusphere-gc8-hydro-58 870518 COALA Estimates crop evapotranspiration using full spectrum of Sentinel-2, incorporating shortwave infrared data.
technologies-939 Merging process Data fusion Algorithm Different sources of bathymetry data Single merged bathymetry dataset A comparison of different algorithms for a seamless merged bathymetry No DOI available 687323 BASE-platform Combines various bathymetry data sources into a single dataset.
technologies-940 Altimetry processing chain Satellite data processing Algorithm Copernicus and other satellite data Satellite-derived bathymetry data The altimetry processing chain. Bathymetry for BASE-platform No DOI available 687323 BASE-platform Processes satellite data to produce bathymetric information.