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https://github.com/allixender/py_interpol_demo

Basic spatial interpolation in Python

https://github.com/allixender/py_interpol_demo

Science Score: 26.0%

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Repository

Basic spatial interpolation in Python

Basic Info
  • Host: GitHub
  • Owner: allixender
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: master
  • Size: 1.94 MB
Statistics
  • Stars: 8
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 6 years ago · Last pushed over 4 years ago
Metadata Files
Readme License

README.md

pyinterpoldemo

Collection of scripts to compute basic spatial interpolation such as Inverse Distance Weighting (IDW) in Python

Example notebooks load current weather data fro mthe Estonian Weather Service, interpolate onto Estonia and export as tif-raster:

For air temperature:

Binder

For precipitation:

Binder

Most important Python packages: numpy, scipy, and gdal (see examplary conda-based environment.yml file)

Owner

  • Name: Alex Kmoch
  • Login: allixender
  • Kind: user
  • Location: Estonia
  • Company: University of Tartu

Geospatial Web Dev Ops Researcher Tinkerer

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Dependencies

environment.yml conda
  • fiona
  • gdal
  • geographiclib
  • geojson
  • geopandas
  • geos
  • gstools
  • ipykernel
  • ipython
  • ipywidgets
  • jupyter
  • jupyter_client
  • lxml
  • matplotlib
  • numpy
  • owslib
  • pandas
  • pillow
  • poppler
  • proj4
  • pykrige
  • pyproj
  • python 3.7.*
  • rasterio
  • requests
  • rtree
  • scikit-learn
  • scipy
  • seaborn
  • shapely
  • toolz
  • urllib3