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-891 Evapotranspiration Estimation Tool Remote Sensing-based Models Evapotranspiration Estimation Remote Sensing Data Not specified Not specified Evapotranspiration estimates in a traditional irrigated area in semi-arid Mediterranean. Comparison of four remote sensing-based models 10.1016/j.agwat.2022.107728 823965 ACCWA Estimates evapotranspiration using four remote sensing-based models.
technologies-892 Evapotranspiration Estimation Tool (TSEB) Two-Source Energy Balance Model (TSEB) Evapotranspiration Estimation Landsat and MODIS data, LAS, EC Not specified Not specified Multi-Scale Evaluation of the TSEB Model over a Complex Agricultural Landscape in Morocco 10.3390/rs12071181 823965 ACCWA Estimates evapotranspiration using TSEB model with Landsat and MODIS data.
technologies-893 Flood-Irrigated Crops Indicator SMOS and SMAP Soil Moisture Products Flood Irrigation Monitoring SMOS and SMAP Soil Moisture Products Not specified Not specified Indicator of Flood-Irrigated Crops From SMOS and SMAP Soil Moisture Products in Southern India 10.1109/lgrs.2023.3267825 823965 ACCWA Indicates flood-irrigated crops using SMOS and SMAP soil moisture products.
technologies-894 Soil Evaporation Reduction Coefficient Tool Texture-Based Soil Evaporation Reduction Soil texture data Not specified Not specified Implementing a new texture-based soil evaporation reduction coefficient in the FAO dual crop coefficient method 10.1016/j.agwat.2021.106827 823965 ACCWA Implements a texture-based soil evaporation reduction coefficient in FAO dual crop coefficient method.
technologies-895 Durum Wheat Response to Drought Monitoring Tool Two-Source Energy Balance (TSEB) Model Drought Monitoring UAV multispectral and thermal imagery Not specified Not specified Performance of the Two-Source Energy Balance (TSEB) Model as a Tool for Monitoring the Response of Durum Wheat to Drought by High-Throughput Field Phenotyping 10.3389/fpls.2021.658357 823965 ACCWA Monitors durum wheat response to drought using TSEB model with UAV imagery.
technologies-896 GRACE Data Downscaling Tool Random Forest Data Downscaling GRACE TWS data Not specified Not specified Evaluating downscaling methods of GRACE (Gravity Recovery and Climate Experiment) data: a case study over a fractured crystalline aquifer in southern India 10.5194/hess-26-4169-2022 823965 ACCWA Downscales GRACE data using random forest.
technologies-897 Automated Irrigation Scheduling Tool Digital Twin, Sentinel-2 Irrigation Scheduling Sentinel-2 fAPAR, in situ measurements Not specified Not specified Assimilation of Sentinel-2 Biophysical Variables into a Digital Twin for the Automated Irrigation Scheduling of a Vineyard 10.3390/w15142506 823965 ACCWA Automates irrigation scheduling for vineyards using digital twin and Sentinel-2 data.
technologies-898 Soil Moisture Downscaling Tool (DISPATCH) Disaggregation Algorithm Soil Moisture Downscaling SMAP, MODIS, Sentinel-3 Not specified Not specified Extending the spatio-temporal applicability of DISPATCH soil moisture downscaling algorithm: A study case using SMAP, MODIS and Sentinel-3 data 10.3389/fenvs.2021.555216 823965 ACCWA Downscales SMAP soil moisture using DISPATCH algorithm with MODIS and Sentinel-3 data.
technologies-899 Irrigated Winter Wheat Water Balance Assessment Tool HYDRUS-1D Model Water Balance Assessment Field Data Not specified Not specified Performance of the HYDRUS-1D model for water balance components assessment of irrigated winter wheat under different water managements in semi-arid region of Morocco 10.1016/j.agwat.2020.106546 823965 ACCWA Assesses water balance components of irrigated winter wheat using HYDRUS-1D model.
technologies-900 Almond Crop Water Use Assessment Tool Two-Source Energy Balance Model (TSEB) Water Use Assessment Sentinel-2 and Sentinel-3 data, eddy covariance system, soil water balance model Not specified Not specified Accounting for Almond Crop Water Use under Different Irrigation Regimes with a Two-Source Energy Balance Model and Copernicus-Based Inputs 10.3390/rs14092106 823965 ACCWA Assesses almond crop water use using TSEB model with Sentinel-2 and Sentinel-3 data.