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geospatial-tools

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Tools for spatial analysis in R and Python

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# geospatial_tools
Tools for spatial analysis in R and Python

# Interesting tutorials/code:
* [R: Using tweenr to transition animations between cartogram and chloropleth maps](http://www.r-graph-gallery.com/a-smooth-transition-between-chloropleth-and-cartogram/)
* [R: Great circles with sf and sp](https://www.jessesadler.com/post/great-circles-sp-sf/)
* [R: Hillshade with spherical environment mapping](https://atriplex.info/blog/index.php/2018/02/21/hillshade-with-spherical-environment-mapping/)
* [R: Hillshade using raytracing in R](http://www.tylermw.com/throwing-shade/)
* [Python: GIS with Shapely and Fiona](https://macwright.org/2012/10/31/gis-with-python-shapely-fiona.html)
* [Python: Manage spatial data using Geopandas and Shapely in Python](https://cambridgespark.com/content/tutorials/geopandas/index.html)
* [Python: Monitoring dam water levels using Sentinel 2 and Openstreetmap](https://medium.com/sentinel-hub/global-earth-observation-service-from-your-laptop-23157680cf5e)
* [JavaScript: Sentinel colour correction with JavaScript](https://medium.com/sentinel-hub/color-correction-with-javascript-d721e12a919) 
* [Docker: Using Docker to become a more effective data scientist](https://towardsdatascience.com/how-docker-can-help-you-become-a-more-effective-data-scientist-7fc048ef91d5)
* [Python: Image processing utilities including hillshade, slope, aspect](https://github.com/sixy6e/image-processing/blob/master/src/hillshade.py)
* [R: Using Rayshader to map urban shadows using LiDAR data](https://github.com/dawaldron/data-visualizations/blob/master/indianapolis%20rayshading/indy%20rayshading.R)

# Unsorted

# GIS tools:
* [Terrain Sculptor software for generalising DEMs to keep only important features](http://terraincartography.com/terrainsculptor/)
* [Python: Whitebox GIS tools as a Python package](https://pypi.org/project/whitebox/) 
* [QGIS/GRASS: v.clean.advanced and rmdangle (t 0.04) for removing dangling lines](https://gis.stackexchange.com/questions/118201/automated-removal-of-dangles-loose-ends-in-line-with-qgis)
* [QGIS and SAGA: Generating realistic hillshades with topographic openness](https://www.stevefaeembra.com/blog/2015/8/1/a-recipe-for-hillshading-with-qgis-and-saga) 
* [QGIS: Enhancing terrain cartography with natural shadows](
https://landscapearchaeology.org/2019/qgis-shadows/)

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