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River Delineation Tools

A curate list of GIS tools and resources for river and watershed delineation using Python.

Libraries:

  • PDAL: A C++ BSD library for python for translating and manipulating point cloud data
  • PyLidar: A set of Python modules which makes it easy to write lidar processing code in Python
  • libLAS: A C/C++ library for python for reading and writing the very common LAS LiDAR format
  • laspy: A pythonic interface for reading/modifying/creating .LAS LIDAR files
  • GDAL: A translator library for raster and vector geospatial data formats
  • GeoPandas: Extends the datatypes used by pandas to allow spatial operations on geometric types
  • Rtree: Spatial indexing for Python
  • Shapely: Manipulation and analysis of geometric objects
  • Descartes: Use Shapely or GeoJSON-like geometric objects as matplotlib paths and patches
  • Fiona: OGR’s neat, nimble, no-nonsense API for Python programmers

Packages:

  • WikiWatershed: Analyze mapped watershed data, visualize monitoring data, and run model simulations of human impacts on water quality
  • KeckCaves: A set of application and libraries for geo data visualization
  • Whitebox GAT: An open-source desktop GIS and remote sensing software package for general applications of geospatial analysis and data visualization
  • WhiteboxTools: Performs common GIS analysis operations, such as cost-distance analysis, distance buffering, and raster reclassification
  • WetChannelExtraction: Extract wet segments using high resolution DEMs and Intensity Rasters.
  • DrainageNetworkExtraction: Extract channel and valley networks from high resolution DEMs
  • TauDEM: A suite of Digital Elevation Model (DEM) tools for the extraction and analysis of hydrologic information from topography as represented by a DEM
  • GeoAlchemy: Provides extensions to SQLAlchemy for working with spatial databases.
  • PROJ.4 - Cartographic Projections Library: A generic coordinate transformation software, that transforms geospatial coordinates from one coordinate reference system (CRS) to another
  • PyProj: Python interface to PROJ4 library for cartographic transformations
  • pysheds: Simple and fast watershed delineation in python
  • NetworkX: a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks

Books:

  • Geoprocessing with Python: teaches how to use the Python programming language, along with free and open source tools, to read, write, and process geospatial data
  • Source code: Code for the book Open source geoprocessing with Python

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