#kriging — Public Fediverse posts

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Modelling has changed and improved a lot. Mostly due to more powerful computers allowing more brute force analysis. The math tools really haven't changed that much. Early commercial modelling included programs like #Surfer decades ago and used #Kriging, (#Gaussian peocess regression) of geostatistical data. Most current geospatial modelling uses this technique, often enhanced with #BayesianDataAnalysis (read the book by that name). So now the table is mostly set. 5/

QGIS Processing Toolbox tool for Variogram Modeling and Ordinary Kriging using GSTools
This tool automates variogram modeling and kriging within QGIS, providing a user-friendly interface for spatial interpolation.
#qgis #geostatistics #kriging #prediction #variogram #python #gstools #gstat
https://github.com/geosaber/geostat

Tobler's First Law Of Geography
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https://en.wikipedia.org/wiki/Tobler%27s_first_law_of_geography <-- link to wiki page
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“The First Law of Geography, according to Waldo Tobler, is: "… everything is related to everything else, but near things are more related than distant things."..."
#GIS #spatial #mapping #geography #spatialanalysis #tobler #firstlawofgeography #distance #weighting #model #modeling #IDW #kriging #interpolation #extrapolation #spatialdependence #autocorrleation #algorithm #gischat #relationships #frictionofdistance #cost #economics #distancedecayeffect #fundamentalprinciples #causality