Semi-automated modification of Digital Elevation Models
Project description
digdem
Description
digdem
package can be used to modify semi-automatically Digital Elevation Models (or any raster data) in specific regions, using a limited number of
control points and control profiles. It follows the following steps:
- Create instance of
SurfMod
with initial DEM, and an array specifying where the DEM will be modified; - Generate controlling sections (typically longitudinal and transverse sections), and specify the new altitude of their intersections if any;
- Add additional control points along the sections by specifying their altitude, and if needed additional control points located within the mask but not on the sections;
digdem
then interpolates the new DEM within the mask by:- Interpolating splines along each section
- Interpolating the new DEM with Radial Basis Functions, using points along the splines, points on the contour of the mask, and if applicable additional control points within the mask.
- Plot the new topography
Note that digdem
is still under development, thus only minimal documentation is available at the moment, and testing is underway.
Contributions are feedback are most welcome.
Installation
To install digdem
from GitHub or PyPi, you'll need to have pip
installed on your computer. digdem
is not yet available on conda-forge
.
It is strongly recommended to install digdem
in a virtual environnement dedicated to this package. This can be done with virtualenv
(see the documentation e.g. here).
Create the environnement with :
python -m venv /path/to/myenv
and activate it, on Linux:
source /path/to/myenv/bin/activate
and on Windows:
\path\to\myenv\Scripts\activate
Alternatively, if you are more used to Anaconda :
conda create -n digdem pip
conda activate digdem
or equivalently with Mamba :
mamba create -n digdem pip
mamba activate digdem
Before installing with pip
, make sure pip
, steuptools
and wheel
are up to date
python -m pip install --upgrade pip setuptools wheel
Latest stable realease from PyPi
python -m pip install tilupy
Development version on from GitHub
Download the GithHub repository here, or clone it with
git clone https://github.com/marcperuz/tilupy.git
Open a terminal in the created folder and type:
python -m pip install .
Quick start
See jupyter notebooks in examples.
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