[R-sig-Geo] spdep: show neighbors from "dnearneigh"
Kevin Ringelman
kmringelman at ucdavis.edu
Mon Mar 21 18:45:24 CET 2011
Thanks for your help Roger. I have a couple more questions.
print.default(nb) shows me what I'm looking for: for each region, I see the
regions that are within my distance band. For example:
[[1]]
[1] 2 10 11 15 17 18 19 32 40 554
[[2]]
[1] 1 15 17 21 33 34 426 511 554 557
I want to make this information into a table, with the focal regions as
column 1, and the region IDs of it's neighbors as column 2 (similar to
neighbor analysis output in ArcGIS). Continuing the example from above:
1 2
1 10
1 11
1 15
1 17
(etc.)
Even after I nuke the nb class
U <- unclass(nb)
I still can't access or manipulate the data...it doesn't appear as an
attribute
attribute(U)
Any suggestions?
-----Original Message-----
From: Roger Bivand [mailto:Roger.Bivand at nhh.no]
Sent: Saturday, March 05, 2011 10:03 AM
To: Kevin Ringelman
Cc: r-sig-geo at r-project.org
Subject: Re: [R-sig-Geo] spdep: show neighbors from "dnearneigh"
On Fri, 4 Mar 2011, Kevin Ringelman wrote:
> I am having trouble viewing the list of neighbors ("regions IDs") after
> created a nb object using the "dnearneigh" function in spdep. I only seem
> to get a summary (with # regions, # non-zero links, etc.). This nb object
> also doesn't take well to being converted to another type of object, or
> exported from R. How I view the list of neighbors?
>
In S and R, objects with a class attribute, such as "nb" objects, may have
display methods specific to the class. If you just say:
> nb
then this is expanded internally to print(nb), and since nb is an object
of class "nb", the print.nb() method is chosen. If you want the default
print method, call it as print.default(nb). Conversion of objects of one
class to another class may be done by coercion where coercion methods are
provided. No such methods are available for nb objects. There are
functions to do things like this, but not methods. For example, to make an
nb object into a row-standardised matrix, you might do:
> Wmat <- nb2mat(nb, style="W")
but you should avoid this if your number of observations is large. To make
a sparse matrix, several steps are required:
> lw <- nb2listw(nb, style="W")
> spWmat <- as(as_dgRMatrix_listw(lw), "CsparseMatrix")
using the nb2listw() and (ugly name) as_dgRMatrix_listw() functions, and
coercion from one representation to another using new-style classes
defined in the Matrix package.
>
>
> Some additional background: I'm identifying all neighboring bird nests
> within 100m of each nest. For this particular analysis, I ultimately want
> to calculate the average vegetation height of neighboring nests to compare
> with the focal nest. This will involve generating a list of neighbors,
and
> merging that list with my other data.
>
Note that an nb object is a list - to nuke the class, do:
> class(nb) <- NULL
which lets you call print.default(), but to get at the attribute you want,
just do:
> attr(nb, "region.id")
to call print.default on the character vector it contains.
Hope this clarifies,
Roger
>
>
> Thanks,
>
> Kevin
>
>
> [[alternative HTML version deleted]]
>
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--
Roger Bivand
Economic Geography Section, Department of Economics, Norwegian School of
Economics and Business Administration, Helleveien 30, N-5045 Bergen,
Norway. voice: +47 55 95 93 55; fax +47 55 95 95 43
e-mail: Roger.Bivand at nhh.no
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