An overview of current applications, challenges, and future trends in distributed process-based models in hydrology
Process-based hydrological models have a long history dating back to the 1960s. Criticized
by some as over-parameterized, overly complex, and difficult to use, a more nuanced view is …
by some as over-parameterized, overly complex, and difficult to use, a more nuanced view is …
Physically based modeling in catchment hydrology at 50: Survey and outlook
C Paniconi, M Putti - Water Resources Research, 2015 - Wiley Online Library
Integrated, process‐based numerical models in hydrology are rapidly evolving, spurred by
novel theories in mathematical physics, advances in computational methods, insights from …
novel theories in mathematical physics, advances in computational methods, insights from …
Modeling spatio-temporal distribution of soil moisture by deep learning-based cellular automata model
Soil moisture content (SMC) is a key hydrological parameter in agriculture, meteorology and
climate change, and understanding of spatio-temporal distributions of SMC in farmlands is …
climate change, and understanding of spatio-temporal distributions of SMC in farmlands is …
[HTML][HTML] A dual-layer MPI continuous large-scale hydrological model including Human Systems
Large-scale hydrological models are demanding both in term of memory allocation and CPU
time, particularly when assessment of modeling uncertainty is required. High Performance …
time, particularly when assessment of modeling uncertainty is required. High Performance …
Opencal system extension and application to the three-dimensional richards equation for unsaturated flow
OpenCAL is a scientific software library specifically developed for the simulation of 2D and
3D complex dynamical systems on parallel computational devices. It is written in C/C++ and …
3D complex dynamical systems on parallel computational devices. It is written in C/C++ and …
Asynchronous cellular automata subsurface flow simulations in two-and three-dimensional heterogeneous soils
Cellular Automata (CA) are particularly suitable for physically-based modelling of complex
hydrological processes due to their inherent aptitude for parallel computing. Nevertheless …
hydrological processes due to their inherent aptitude for parallel computing. Nevertheless …
Towards efficient gpgpu cellular automata model implementation using persistent active cells
Natural complex phenomena simulation relies on the application of advanced numerical
models. Nevertheless, due to their inherent temporal and spatial computational complexity …
models. Nevertheless, due to their inherent temporal and spatial computational complexity …
RunCA: A cellular automata model for simulating surface runoff at different scales
Summary The Runoff Model Based on Cellular Automata (RunCA) has been developed to
simulate surface runoff at different scales by integrating basic cellular automata (CA) rules …
simulate surface runoff at different scales by integrating basic cellular automata (CA) rules …
Macroscopic cellular automata for groundwater modelling: A first approach
G Ravazzani, D Rametta, M Mancini - Environmental Modelling & Software, 2011 - Elsevier
A groundwater model representing two-dimensional flow in unconfined aquifers is
presented. The model is based on the paradigm of macroscopic cellular automata, that …
presented. The model is based on the paradigm of macroscopic cellular automata, that …
HydroCAL: A novel integrated surface–subsurface hydrological model based on the Cellular Automata paradigm
Abstract Integrated Surface–Subsurface Hydrological Models (ISSHMs) are advanced tools
for reproducing hydrological processes that are difficult to manage due to their complexity …
for reproducing hydrological processes that are difficult to manage due to their complexity …