GEO BON logo
tool-view

R Package 'raster': Geographic Data Analysis and Modeling

0 reviews
Robert J. Hijmans et al.

This is another key library in R that goes hand in had with BIOMOD that allows to handle large raster datasets. The raster package provides classes and functions to manipulate geographic (spatial) data in ’raster’ format. Raster data divides space into cells (rectangles; pixels) of equal size (in units of the coordinate reference system). Such ...

Download

Last Update: 2020

Data analysis

Login to add the tool into your toolbox and wishlist.

This is another key library in R that goes hand in had with BIOMOD that allows to handle large raster datasets. The raster package provides classes and functions to manipulate geographic (spatial) data in ’raster’ format. Raster data divides space into cells (rectangles; pixels) of equal size (in units of the coordinate reference system). Such continuous spatial data are also referred to as ’grid’ data, and be contrasted with discrete (object based) spatial data (points, lines, polygons). The package should be particularly useful when using very large datasets that can not be loaded into the computer’s memory. Functions will work correctly, because they process large files in chunks, i.e., they read, compute, and write blocks of data, without loading all values into memory at once.

Contact person: Robert J. Hijmans
Contact e-mail: r.hijmans@gmail.com
Contact institute: University of California Davis, US
License: GPL (≥ 3)
Technical Status: Finish and with constant technical support
URL(s): https://CRAN.R-project.org/package=raster
https://cran.r-project.org/web/packages/raster/raster.pdf
https://cran.r-project.org/web/packages/raster/vignettes/Raster.pdf

Login to add a review for the tool R Package 'raster': Geographic Data Analysis and Modeling

Related Tools

TOOLS YOU MAY ALSO LIKE

  • Data collection
  • Ecosystem function
  • Terrestrial
IMG-TOOL
  • Observation design
  • Citizen Science
  • Other technic
IMG-TOOL
  • Data analysis
  • Ecosystem function
  • Ecosystem services
IMG-TOOL
Social Values for Ecosystem Services (SolVES) Benson C. Sherrouse, Darius Semmens
  • Data analysis
  • Species populations
  • Large area monitoring
  • Plants
IMG-TOOL
IUCN Red List of Threatened Species™ IUCN Global Species Programme Red List Unit
  • Observation design
  • Ecosystem function
  • Ecosystem services
IMG-TOOL
  • Data collection
  • Species populations
  • Terrestrial
  • Transect counts
  • Macroinvertebrates
IMG-TOOL
  • Observation design
  • Species populations
  • Terrestrial
IMG-TOOL
Biodiversity Inventory and Monitoring William Lee, Matt McGlone, Elaine Wright (Eds.)
  • Data analysis
  • Ecosystem function
  • Ecosystem services
IMG-TOOL
Co$ting Nature King's College London, AmbioTEK, UNEP-WCMC