SVR for Spatial Predictions

Dear Rstudio community,
I'm new here and I really want some help concerning how to use SVM for spatial predictions.
I have a dataset including geographical information (longitude, latitude.. ) and I want to ensure the prediction of some aspects using this dataset with Support Vector Regression.

  • Is there a specific precessing I need to go through?
  • How can SVR take into consideration a geographic dataset / are there some specificities in terms of tools and treatment?
  • Any recommended prediction analytics tools (including SVR) considering geographical data?

Thanks
Sincerely

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