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-241 1D numerical model of in-situ cosmogenic 10Be, 14C, and 3He concentrations Cosmogenic nuclide geochemistry, numerical modeling Model Cosmogenic nuclide concentrations, erosion rate, erosion style, ground surface temperature Not specified Not specified A Combined Cosmogenic Nuclides Approach for Determining the Temperature-Dependence of Erosion 10.1029/2021jf006580 759639 COLD Model to simulate cosmogenic nuclide concentrations evolution as a function of erosion and temperature.
technologies-242 Lagrangian particle tracing routine combined with numerical ice flow model Numerical ice flow modeling, Lagrangian particle tracing Model Spatial and temporal variability in erosion rates and source areas, 10Be concentrations Not specified Not specified Production and Transport of Supraglacial Debris: Insights From Cosmogenic 10 Be and Numerical Modeling, Chhota Shigri Glacier, Indian Himalaya 10.1029/2020jf005586 759639 COLD Model to simulate debris transport and the impact of erosion on cosmogenic nuclide concentrations.
technologies-243 Debris thickness inversion method Data analysis, inversion Method Debris thickness change, englacial debris content, surface velocity Not specified Not specified The Causes of Debris-Covered Glacier Thinning: Evidence for the Importance of Ice Dynamics From Kennicott Glacier, Alaska 10.3389/feart.2021.680995 759639 COLD Method to estimate debris thickness change and englacial debris content.
technologies-244 Simple debris particle trajectory model Glacial debris transport modeling Model 10Be concentrations, medial moraine debris samples Not specified Not specified Temporal evolution of headwall erosion rates derived from cosmogenic nuclide concentrations in the medial moraines of Glacier d'Otemma, Switzerland 10.1002/esp.5386 759639 COLD Model to simulate debris trajectories and correct 10Be concentrations for post-depositional accumulation.
technologies-245 GROOPS Gravity field recovery and GNSS processing Software toolkit GNSS data, GRACE/GRACE-FO data Not specified Not specified Yes 10.1016/j.cageo.2021.104864 870353 G3P Gravity field recovery and GNSS processing
technologies-246 Python toolbox for computing uncertainties and covariance matrices Spatial covariance modeling Software toolkit GRACE/GRACE-FO TWS data TWS uncertainties for global river basins (via GravIS portal) Not specified Yes 10.1029/2021jb022081 870353 G3P Computation of uncertainties and covariance matrices for terrestrial water storage data
technologies-247 Groundwater storage anomaly (GWSA) downscaling tool Random Forest Algorithm WGHM-based GWSA, ERA5-Land data, GPM-IMERG data Downscaled GWSA (0.1-degree resolution) Not specified Yes 10.3390/hydrology9100179 870353 G3P Downscaling of groundwater storage anomaly data from coarse to fine resolution
technologies-248 GRACE Follow-On Accelerometer Data Recovery Tool Non-gravitational force modeling Algorithm GRACE-FO accelerometer data Improved GRACE-D ACT1B data Not specified Yes 10.1029/2020jb021297 870353 G3P Recovery of GRACE-D accelerometer data
technologies-249 Hydrological Similar Pixels Algorithm Machine Learning Algorithm Satellite data, hydrological models, in-situ data Not specified Not specified A novel evapotranspiration based irrigation quantification method using the hydrological similar pixels algorithm 10.1016/j.agwat.2022.107602 870344 WaterSENSE Irrigation quantification
technologies-250 Soil Water Content Monitoring System Data Fusion System Satellite data, in-situ data Not specified Not specified Towards near real-time national-scale soil water content monitoring using data fusion as a downscaling alternative 10.1016/j.jhydrol.2022.127705 870344 WaterSENSE Soil moisture monitoring