Hy2DL

Hydrological simulator

Develops a framework for simulating complex hydrological processes using machine learning and process-based models

Hybrid Hydrological modeling using Deep Learning methods

GitHub

19 stars
4 watching
4 forks
Language: Jupyter Notebook
last commit: 3 months ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
ec-usgs/pywatershed A hydrologic model framework using Python and Fortran 36
driftingtides/hyvr A package for simulating complex groundwater flow and transport in heterogeneous subsurface models 22
hydpy-dev/hydpy A framework for developing and applying hydrological models using Python 40
jgcri/xanthos A global hydrologic model designed to simulate and analyze water availability at large spatial scales. 35
uw-hydro/vic A hydrological model with detailed representation of subgrid variability and parameterization of base flow. 267
deltares/ribasim A water resources modeling framework built in Julia that simulates the behavior of complex hydrological systems. 42
labsid-usp/rubem A distributed hydrological model that simulates rainfall runoff and balance in water cycles 8
deltares/wflow.jl A Julia package for simulating hydrological processes in various configurations 122
deltares/hydromt Automates spatial geoscientific model building and analysis from raw data 76
doi-usgs/nhdplustools Tools for working with US hydrographic data. 85
ecohydrologyteam/clearwater-modules A collection of simulation modules designed to couple with water transport models 5
raoulcollenteur/python-hydrology-tools Provides a curated list of Python packages useful in hydrology and related research 441
h2oai/h2o-tutorials Provides tutorials and training materials for machine learning with H2O, a platform for building predictive models. 1,484
ouranosinc/raven A platform providing tools and services for hydrological modeling and data analysis 37
hydroframe/hf_hydrodata A Python package providing access to national hydrologic simulations and gridded model input datasets. 6