AI improves flood projections under climate change

When engineers and planners design roads, bridges and dams, they rely on hydrological models intended to protect ...
GitHub

Rainfall rUnoff Balance Enhanced Model

The Rainfall rUnoff Balance Enhanced Model (RUBEM) 1 2 is a hydrological model for transforming precipitation into surface and subsurface runoff. The model is based on equations that represent the ...
IEEE

Assimilation of remote sensing observations into a continuous distributed hydrological model: Impacts on the hydrologic cycle

Abstract: A reliable estimation of soil moisture conditions is fundamental for discharges prediction and, consequently, for flood risk mitigation. Microwave remote sensing can be exploited to estimate ...
IEEE

Understanding the Way Machines Simulate Hydrological Processes—A Case Study of Predicting Fine-Scale Watershed Response on a Distributed Framework

Abstract: This study developed a deep neural network (DNN)-based distributed hydrologic model for an urban watershed in the Republic of Korea. The developed model is composed of multiple long ...
GitHub

Structure for Unifying Multiple Modeling Alternatives: SUMMA

SUMMA (Clark et al., 2015a;b;c; 2021 is a hydrologic modeling framework that can be used for the systematic analysis of alternative model conceptualizations with respect to flux parameterizations, ...