geospatial.md

geospatial tools

databases

• https://github.com/ULB-CoDE-WIT/MobilityDB

spatial indicies

• postGIS
• https://github.com/uber/h3
• R trees
  • https://github.com/mourner/flatbush

regression

• https://github.com/r-spatial/spatialreg/
• https://pysal.org/

tutorials & books

• https://github.com/jsignell/pydata_ann_arbor_2019
• https://geocompr.robinlovelace.net/
• https://geographicdata.science/book/notebooks/05_choropleth.html
• https://pythongis.org/index.html

web visualiatzion

• gis
  • https://github.com/CartoDB/cartodb
  • https://plugins.qgis.org/plugins/qgis2web/
  • https://github.com/qwc-services/qwc-docker and https://github.com/qgis/qwc2
  • QGIS + Geoserver
• BI spatial breakdowns
  • https://www.metabase.com/learn/visualization/maps

big geospatial analyses

joins

• https://www.youtube.com/watch?v=mrDi70FmCgk geomesa, geospark, STRTree
• quad tree partitioning on disk to optimize spatial joins (john deere) https://www.youtube.com/watch?v=C1kYNsmJ7ho
• H3 boundary handling https://www.youtube.com/watch?v=LP198QMdDbY

predicate pushdown (data skipping)

• https://www.youtube.com/watch?v=3D5WhCqfOo8