Differences
This shows you the differences between two versions of the page.
| Both sides previous revision Previous revision Next revision | Previous revision | ||
|
geostatistics [2023/04/05 15:17] qcbs [Books] |
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 ===== | ||
| Line 15: | Line 15: | ||
| ==== Books ==== | ==== Books ==== | ||
| - | * [[https://link.springer.com/book/10.1007/978-1-4614-7618-4|Spatial Data Science - With applications in R.]] - 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 21: | 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 30: | 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 37: | 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.]] |
| ===== How to create a mask in QGIS ===== | ===== How to create a mask in QGIS ===== | ||
