MHIA Model ("Modelo Hidrológico Agregado")
Abstract
The MHIA model combines a soil water balance with two response branches (fast and slow), each routed using a Gamma-type instantaneous unit hydrograph (IUH). The objective is to represent, in a conceptually consistent and computationally efficient manner, the processes of storage, release, and flow propagation within a catchment. The formulation is designed to support gradient-based optimization, enabling its use within differentiable architectures or hybrid neural networks, while also allowing global optimization through Particle Swarm Optimization (PSO).
Fields of Study & Subjects
Hydrology and Watershed Management Studies
Hydrological Forecasting Using AI
Soil Moisture and Remote Sensing
Publication details
- Journal / source
- CUAHSI
- Publication date
- 17 February 2026
- Language
- EN
- Document type
- Dataset