nlmod module by Artesia
Project description
nlmod
Python package with functions to process, build and visualise MODFLOW models in the Netherlands.
The functions in nlmod have four main objectives:
- Create and adapt the temporal and spatial discretization of a MODFLOW model using an xarray Dataset. These functions are contained in
nlmod.dims
- Read data from external sources, project this data on the modelgrid and add this data to an xarray Dataset. These functions are contained in
nlmod.read
- Use data in an xarray Dataset to build modflow packages using flopy. The functions for modflow 6 packages are in
nlmod.gwf
, for modpath innlmod.modpath
. - Visualise modeldata in Python or GIS software. These functions are contained in
nlmod.plot
andnlmod.gis
.
External data sources that can be read are:
- AHN, digital elevation model
- bgt, surface water level geometries
- Geotop, subsurface model
- Jarkus, bathymetry
- KNMI, precipitation and evaporation
- REGIS, subsurface model
- Rijkswaterstaat, surface water polygons
- multiple waterboards, surface water level data
Installation
Install the module with pip:
pip install nlmod
nlmod
has many dependencies xarray
, flopy
, rasterio
, rioxarray
, owslib
, hydropandas
, netcdf4
, pyshp
, rtree
, openpyxl
and matplotlib
.
When using pip the dependencies are automatically installed. Some dependencies are notoriously hard to install on certain platforms.
Please see the dependencies section of the hydropandas
package for more information on how to install these packages manually.
Getting started
If you are using nlmod for the first time you need to download the MODFLOW executables. You can easily download these executables by running this Python code:
import nlmod
nlmod.util.download_mfbinaries()
After you've downloaded the executables you can run the Jupyter Notebooks in the examples folder. These notebooks illustrate how you to use the nlmod package.
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