Accurate prediction of river runoff is of great significance for water resources management,
flood prevention and mitigation. The causes of runoff are complex and the mechanisms …

Accurate ahead evapotranspiration forecasting is crucial for irrigation planning, for wetlands,
agricultural and forest habitats preservation, and for water resource management. Deep …

In recent years, the growing impact of climate change on surface water bodies has made the
analysis and forecasting of streamflow rates essential for proper planning and management …

Flood hazard mitigation in urban areas crossed by vegetated flows can be achieved through
two distinct approaches, based on structural and eco-friendly solutions, referred to as grey …

Prediction of flow rate in rivers is essential for the planning and management of water
resources. This study shows that, based on a Machine Learning approach, accurate models …

Water, a renewable but limited resource, is vital for all living creatures. Increasing demand
makes the sustainability of water resources crucial. River flow management, one of the key …

There is a scientific consensus that the Mediterranean region (MedR) is warming and as the
temperature continues to rise, droughts and heat waves are becoming more frequent …

Hidden and perilous rip currents are one of the primary factors leading to drownings of
beach swimmers. By identifying the coastal areas with the highest likelihood of generating …

Groundwater resources (GWR) are vital to agricultural crop production, everyday life, and
economic development. As a result, accurate groundwater level (GWL) prediction would aid …

Precipitation forecasting is essential for the assessment of several hydrological processes.
This study shows that based on a machine learning approach, reliable models for …