Update software.md

csc-training · Sep 26, 2024 · 0fe80c1 · 0fe80c1
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 * [FORCE](https://docs.csc.fi/apps/force/) for mass-processing of medium-resolution satellite images
 * [GDAL](https://docs.csc.fi/apps/gdal/) for geospatial data formats
 * **[Geoconda](https://docs.csc.fi/apps/geoconda/)** - Python spatial analysis libraries
-* [GRASS GIS](https://docs.csc.fi/apps/grass/) General purpose GIS software family for viewing, editing and analysing geospatial data
+* [GRASS GIS](https://docs.csc.fi/apps/grass/) - General purpose GIS software family for viewing, editing and analysing geospatial data
 * [LAStools](https://docs.csc.fi/apps/lastools/) for LiDAR datasets
 * [MATLAB](https://docs.csc.fi/apps/matlab/)
 * [OpenDroneMap](https://docs.csc.fi/apps/opendronemap/) for processing aerial drone imagery
 * [Orfeo ToolBox](https://docs.csc.fi/apps/otb/) for remote sensing applications
 * [PCL](https://docs.csc.fi/apps/pcl/) for 2D/3D image and point cloud processing
 * [PDAL](https://docs.csc.fi/apps/pdal/) for point cloud translations and processing
-* [QGIS](https://docs.csc.fi/apps/qgis/) General purpose GIS software family for viewing, editing and analysing geospatial data
-* **[R for GIS](https://docs.csc.fi/apps/r-env-for-gis/)** R spataial analysis libraries
-* [SAGA GIS](https://docs.csc.fi/apps/saga-gis/) General purpose GIS software family for viewing, editing and analysing geospatial data
+* [QGIS](https://docs.csc.fi/apps/qgis/) - General purpose GIS software family for viewing, editing and analysing geospatial data
+* **[R for GIS](https://docs.csc.fi/apps/r-env-for-gis/)** - R spatial analysis libraries
+* [SAGA GIS](https://docs.csc.fi/apps/saga-gis/) - General purpose GIS software family for viewing, editing and analysing geospatial data
 * [Sen2Cor](https://docs.csc.fi/apps/sen2cor/) for atmospheric-, terrain and cirrus correction of the Sentinel-2 products
 * [Sen2mosaic](https://docs.csc.fi/apps/sen2mosaic/) for download, preprocessing and mosaicing of Sentinel-2 products
 * **[SNAP](https://docs.csc.fi/apps/snap/)** for remote sensing applications
-* [WhiteboxTools](https://docs.csc.fi/apps/whiteboxtools/) an advanced geospatial data analysis platform
-* [Zonation](https://docs.csc.fi/apps/zonation/) Spatial conservation prioritization framework
+* [WhiteboxTools](https://docs.csc.fi/apps/whiteboxtools/) - An advanced geospatial data analysis platform
+* [Zonation](https://docs.csc.fi/apps/zonation/) - Spatial conservation prioritization framework
 * **[pytorch](https://docs.csc.fi/apps/pytorch/)** for deep learning
 * **[tensorflow](https://docs.csc.fi/apps/tensorflow/)** for deep learning 
 
@@ -41,10 +41,10 @@
 ## GIS tools available in LUMI
 
 * [GDAL](https://docs.csc.fi/apps/gdal/) for geospatial data formats
-* [GRASS GIS](https://docs.csc.fi/apps/grass/) General purpose GIS software family for viewing, editing and analysing geospatial data
+* [GRASS GIS](https://docs.csc.fi/apps/grass/) - General purpose GIS software family for viewing, editing and analysing geospatial data
 * [PDAL](https://docs.csc.fi/apps/pdal/) for point cloud translations and processing
-* [QGIS](https://docs.csc.fi/apps/qgis/) General purpose GIS software family for viewing, editing and analysing geospatial data
-* [SAGA GIS](https://docs.csc.fi/apps/saga-gis/) General purpose GIS software family for viewing, editing and analysing geospatial data
+* [QGIS](https://docs.csc.fi/apps/qgis/) - General purpose GIS software family for viewing, editing and analysing geospatial data
+* [SAGA GIS](https://docs.csc.fi/apps/saga-gis/) - General purpose GIS software family for viewing, editing and analysing geospatial data
 * [pytorch](https://docs.csc.fi/apps/pytorch/) for deep learning
 * [tensorflow](https://docs.csc.fi/apps/tensorflow/) for deep learning
 * Additional, easy to install yourself [EasyBuild recepies](https://lumi-supercomputer.github.io/LUMI-EasyBuild-docs) for CGAL, GDAL, GEOS, ncview, PROJ, R.
@@ -72,7 +72,7 @@
 * MATLAB:
 	* Users from universities: license from university + CSC license -> OK
  	* Users from research institutes: need own licence, because MathWorks considers research institute users as commercial
- * LasTools:
+* LasTools:
 	* Some tools available for "free"
    	* No license from CSC
   	* Easy to use own license