Landscape connectivity in R
Hi Manuel, Probably you know better than me that there are tons of papers dealing with this question out there. Unfortunately up to my mind your question focus a more a conceptual (as described e.g. by Rudnick et al 2012 Meiklejohn et al. 2012 or Kindlmann & Burel 2008) than a technical problem. You can easily calculate this suggested metrics and measures with some R packages e.g. as the suggested ones. But as far as I got it you are looking for R-tools that magically ;-) connect these metrics/locations. Technically this is done by network analysis on graphs or cost analysis on raster data. If you want to do derive corridors the raster concept seems to be advantageous because it provides zones or something like real areas (corridors). If you want to to it on a data set that is bigger than about 700*700 pixels and you do not want to rely on grainscape you should risk a glimpse on fully developed GIS Software packages like GRASS GIS. It provides powerful support for all kind of cost analysis . Your corridor problem is a a typical least cost path problem that needs a solid parametrization of the friction datasets and and landscape patterns as derived from the typical metrics. After this you can define your corridor analysis. If you are interested in an applied example you may have a look at github (https://github.com/gisma/robubu) where you find (among other stuff) a simple example of an R-driven implemetation of a GRASS cost analysis to estimate the movement patterns and connectivity corridors of running beetle occurrences in high asia. cheers Chris
On 13.12.2016 21:00, J?rome Mathieu wrote:
Hi Manuel, Perhaps the package "gdistance" can do what you're looking for. Jerome 2016-12-13 20:43 GMT+01:00 Manuel Sp?nola <mspinola10 at gmail.com>:
Thank you very much Forrest. I am looking for something different related to landscape connectivity (corredor design). Your suggestion is more for landscape metrics for what I usually use the land.metrics function from the SpatialEco package for that. Best, Manuel 2016-12-13 13:31 GMT-06:00 Forrest Stevens <r-sig-geo at forreststevens.com>:
Check out sdmtools if fragstats like patch/class metrics are what you're looking for: https://cran.r-project.org/web/packages/SDMTools/index.html Sincerely, Forrest On Tue, Dec 13, 2016 at 1:29 PM Manuel Sp?nola <mspinola10 at gmail.com> wrote:
Dear list members, Is there any R package, besides grainscape, to assess landscape connectivity? Best, Manuel -- *Manuel Sp?nola, Ph.D.* Instituto Internacional en Conservaci?n y Manejo de Vida Silvestre Universidad Nacional Apartado 1350-3000 Heredia COSTA RICA mspinola at una.cr <mspinola at una.ac.cr> mspinola10 at gmail.com Tel?fono: (506) 8706 - 4662 Personal website: Lobito de r?o <https://sites.google.com/ site/lobitoderio/> Institutional website: ICOMVIS <http://www.icomvis.una.ac.cr/> [[alternative HTML version deleted]]
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-- *Manuel Sp?nola, Ph.D.* Instituto Internacional en Conservaci?n y Manejo de Vida Silvestre Universidad Nacional Apartado 1350-3000 Heredia COSTA RICA mspinola at una.cr <mspinola at una.ac.cr> mspinola10 at gmail.com Tel?fono: (506) 8706 - 4662 Personal website: Lobito de r?o <https://sites.google.com/ site/lobitoderio/> Institutional website: ICOMVIS <http://www.icomvis.una.ac.cr/> [[alternative HTML version deleted]]
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Dr Christoph Reudenbach, Philipps-University of Marburg, Faculty of Geography, GIS and Environmental Modeling, Deutschhausstr. 10, D-35032 Marburg, fon: ++49.(0)6421.2824296, fax: ++49.(0)6421.2828950, web: gis-ma.org, giswerk.org, moc.environmentalinformatics-marburg.de