Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
geostatistics [2023/04/04 15:58]
qcbs [Introduction to geostatistics with R]
geostatistics [2025/12/02 15:39] (current)
qcbs [R packages]
Line 1: Line 1:
 ====== Introduction to geostatistics with R ====== ====== Introduction to geostatistics with R ======
  
-April 2023. Online. Instructor: Guillaume Larocque ([email protected]). ​+Online. Instructor: Guillaume Larocque ([email protected]). ​
  
 ===== Presentation ===== ===== Presentation =====
  
-[[https://​prezi.com/​view/​yjD0wcl7coF4wBJpeNTS//|Prezi presentation]]+[[https://​prezi.com/​view/​yjD0wcl7coF4wBJpeNTS/​|Prezi presentation]] 
 + 
 +===== R Code ===== 
 +{{ ::​qcbs_geostats_workshop_files_2023.zip |Click here to download the zip file containing the scripts and the datasets that will be used during the workshop.}} 
 + 
 +Please extract this zip archive to an easily accessible folder on your computer. ​
  
 ===== Ressources ===== ===== Ressources =====
  
 ==== Books ==== ==== Books ====
-  * [[https://link.springer.com/book/​10.1007/​978-1-4614-7618-4|Applied spatial data analysis with R, Bivand, ​Pebesma ​et Gómez-Rubio.]] - Provides a good overview of spatial statistical tools in R. Contains a good chapter on geostatistics. ​+  * [[https://www.routledge.com/Spatial-Data-Science-With-Applications-in-R/Pebesma-Bivand/​p/​book/​9781138311183|Spatial Data Science - With applications in R.]] - Provides a good overview of spatial statistical tools in R. Contains a good chapter on geostatistics. ​The online version of the book can be found [[https://​r-spatial.org/​book/​|here]]
   * [[http://​www.amazon.ca/​Geostatistics-Natural-Resources-Evaluation-Goovaerts/​dp/​0195115384|Geostatistics for Natural Resources Evaluation, Pierre Goovaerts.]] - Very good book, which provides a more in-depth coverage of geostatistical theory. ​   * [[http://​www.amazon.ca/​Geostatistics-Natural-Resources-Evaluation-Goovaerts/​dp/​0195115384|Geostatistics for Natural Resources Evaluation, Pierre Goovaerts.]] - Very good book, which provides a more in-depth coverage of geostatistical theory. ​
   * [[http://​www.lu.lv/​materiali/​biblioteka/​es/​pilnieteksti/​vide/​A%20Practical%20Guide%20to%20Geostatistical%20Mapping%20of%20Environmental%20Variables.pdf|A Practical Guide to Geostatistical Mapping of Environmental Variables (PDF)]]   * [[http://​www.lu.lv/​materiali/​biblioteka/​es/​pilnieteksti/​vide/​A%20Practical%20Guide%20to%20Geostatistical%20Mapping%20of%20Environmental%20Variables.pdf|A Practical Guide to Geostatistical Mapping of Environmental Variables (PDF)]]
Line 16: Line 21:
   * {{:​gisonr.pdf|Analyses spatiales sous R}} - Document préparé par Nicolas Casajus pour un cours offert à l'UQAR à l'​hiver 2013.    * {{:​gisonr.pdf|Analyses spatiales sous R}} - Document préparé par Nicolas Casajus pour un cours offert à l'UQAR à l'​hiver 2013. 
 ==== Papers of interest ==== ==== Papers of interest ====
-  * [[http://​www.esajournals.org/​doi/​abs/​10.2307/​2937096|Geostatistical Tools for Modeling and Interpreting Ecological Spatial Dependence]] 
   * [[http://​link.springer.com/​article/​10.1023/​A%3A1012734519752|GIS and geostatistics:​ Essential partners for spatial analysis]]   * [[http://​link.springer.com/​article/​10.1023/​A%3A1012734519752|GIS and geostatistics:​ Essential partners for spatial analysis]]
-  * [[http://​www.ecoscience.ulaval.ca/​en/​paper/​spatial-autocorrelation-and-statistical-tests-in-ecology-fait-parti-du-numero-thematique-sur-les-analyses-spatiales-en-ecologie-part-of-the-special-feature-on-spatial-analyses-in-ecology|Spatial autocorrelation and statistical tests in ecology]] 
   * [[http://​www.esajournals.org/​doi/​pdf/​10.1890/​0012-9658(2003)084%5B1045:​SCIPCI%5D2.0.CO%3B2|Spatial covariance in plant communities:​ intergrating ordination, geostatistics and variance testing]]   * [[http://​www.esajournals.org/​doi/​pdf/​10.1890/​0012-9658(2003)084%5B1045:​SCIPCI%5D2.0.CO%3B2|Spatial covariance in plant communities:​ intergrating ordination, geostatistics and variance testing]]
   * [[http://​link.springer.com/​article/​10.1007/​s10651-008-0090-z|Coregionalization analysis with a drift for multi-scale assessment of spatial relationships between ecological variables]]   * [[http://​link.springer.com/​article/​10.1007/​s10651-008-0090-z|Coregionalization analysis with a drift for multi-scale assessment of spatial relationships between ecological variables]]
Line 25: Line 28:
   * [[http://​cran.r-project.org/​web/​packages/​gstat/​|Gstat package]] - Gstat R package. ​   * [[http://​cran.r-project.org/​web/​packages/​gstat/​|Gstat package]] - Gstat R package. ​
   * [[http://​cran.r-project.org/​web/​packages/​geoR/​|geoR package geoR]] - Another package for geostatistics in R.    * [[http://​cran.r-project.org/​web/​packages/​geoR/​|geoR package geoR]] - Another package for geostatistics in R. 
 +  * [[https://​geodacenter.github.io/​rgeoda/​|rgeoda]] - R package for spatial data analysis. ​
 +  * [[https://​github.com/​r-spatial/​qgisprocess|qgisprocess]] - Package that allows you to run QGIS scripts within R. 
  
 ==== Educational software ==== ==== Educational software ====
Line 32: Line 37:
  
 ==== Courses ==== ==== Courses ====
-[[https://​www.teluq.ca/​site/​etudes/​offre/​cours/​TELUQ/​SCI%201031/​|Visualisation et analyse de données spatiales avec R. ]]. Course offered at Teluq by Elise Filotas. The course material can be found [[https://​sci1031.github.io/​sci1031/​|here.]] +[[https://​www.teluq.ca/​site/​etudes/​offre/​cours/​TELUQ/​SCI%201031/​|Visualisation et analyse de données spatiales avec R. ]]. Course offered at Teluq. The course material can be found [[https://​sci1031.github.io/​sci1031/​|here.]]
-===== R Code ===== +
-{{ ::​qcbs_geostats_workshop_files_2023.zip |Click here to download the zip file containing the scripts and the datasets that will be used during the workshop.}} +
- +
-Please extract this zip archive to an easily accessible folder on your computer. ​+
  
 ===== How to create a mask in QGIS ===== ===== How to create a mask in QGIS =====