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-721 Lytic Bacteriophage 731 Bacteriophage Biological Klebsiella pneumoniae strain 52145 (capsule-defective mutant) Not specified Not specified Characterisation of a Lytic Bacteriophage and Demonstration of Its Combined Lytic Effect with a K2 Depolymerase on the Hypervirulent Klebsiella pneumoniae Strain 52145 10.3390/microorganisms11030669 821423 SPRING Treatment of Klebsiella pneumoniae infections
technologies-722 Air Cathode Microbial Fuel Cell Microbial Fuel Cell Biological Wastewater Not specified Not specified Experimental Study of Power Generation and COD Removal Efficiency by Air Cathode Microbial Fuel Cell Using Shewanella baltica 20 10.3390/en15114152 821423 SPRING Wastewater treatment and electricity generation
technologies-723 S-BIRD Dataset Imagery Dataset Data Sewer imagery S-BIRD dataset Not specified S-BIRD: A Novel Critical Multi-Class Imagery Dataset for Sewer Monitoring and Maintenance Systems 10.3390/s23062966 821423 SPRING Sewer blockage detection
technologies-724 AI-Driven High-Precision Model for Blockage Detection Deep Neural Network AI S-BIRD dataset Not specified Not specified AI-Driven High-Precision Model for Blockage Detection in Urban Wastewater Systems 10.3390/electronics12173606 821423 SPRING Sewer blockage detection
technologies-725 Microbial Fuel Cell with PVDF Activated Carbon Air Cathode and Electrochemically and Chemically Treated Carbon Felt Anode Microbial Fuel Cell Biological Wastewater Not specified Not specified Enhanced Performance of Microbial Fuel Cells Using PVDF Activated Carbon Air Cathode and Electrochemically and Chemically Treated Carbon Felt Anode 10.1149/ma2022-02542037mtgabs 821423 SPRING Wastewater treatment and electricity generation
technologies-726 Shewanella baltica Microbial Fuel Cell for BOD Sensing Microbial Fuel Cell Biological Wastewater Not specified Not specified Shewanella baltica in a Microbial Fuel Cell for Sensing of Biological Oxygen Demand (BOD) of Wastewater 10.1080/00032719.2024.2341087 821423 SPRING Wastewater BOD sensing
technologies-727 Irrigation Mapping Tool Support Vector Machine (SVM), Random Forest (RF) Classification Sentinel-1 time series Irrigated areas map Irrigation Mapping Using Sentinel-1 Time Series at Field Scale 10.3390/rs10091495 645642 REC Maps irrigated fields based on Sentinel-1 data.
technologies-728 Soil Moisture Disaggregation Tool (Weight Method) Radar-based disaggregation Downscaling SMOS soil moisture, Sentinel-1 backscattering coefficient (σ°), MODIS optical/thermal data 100 m resolution soil moisture Disaggregation of SMOS Soil Moisture to 100 m Resolution Using MODIS Optical/Thermal and Sentinel-1 Radar Data: Evaluation over a Bare Soil Site in Morocco 10.3390/rs9111155 645642 REC Disaggregates SMOS soil moisture to 100 m using Sentinel-1 and MODIS data (Weight method).
technologies-729 Soil Moisture Disaggregation Tool (Regression Method) Radar-based disaggregation Downscaling SMOS soil moisture, Sentinel-1 backscattering coefficient (σ°), MODIS optical/thermal data 100 m resolution soil moisture Disaggregation of SMOS Soil Moisture to 100 m Resolution Using MODIS Optical/Thermal and Sentinel-1 Radar Data: Evaluation over a Bare Soil Site in Morocco 10.3390/rs9111155 645642 REC Disaggregates SMOS soil moisture to 100 m using Sentinel-1 and MODIS data (Regression method).
technologies-730 Soil Moisture Disaggregation Tool (CDF Method) Radar-based disaggregation Downscaling SMOS soil moisture, Sentinel-1 backscattering coefficient (σ°), MODIS optical/thermal data 100 m resolution soil moisture Disaggregation of SMOS Soil Moisture to 100 m Resolution Using MODIS Optical/Thermal and Sentinel-1 Radar Data: Evaluation over a Bare Soil Site in Morocco 10.3390/rs9111155 645642 REC Disaggregates SMOS soil moisture to 100 m using Sentinel-1 and MODIS data (CDF method).