[R-sig-Geo] units for spatial range in stvariogram gstat
Edzer Pebesma
edzer.pebesma at uni-muenster.de
Wed May 17 21:08:44 CEST 2017
Your email is not nearly enough for a reader to figure out what you did.
However, if your data are long/lat, and you instructed gstat about that
(i.e., proj4string(pm10_sp) indicates coordinates are degrees) then
gstat computes and returns distances in km.
On 17/05/17 20:56, sara osama wrote:
>
> Dear All,
> I have question concerning the unit of measurement for the range
> parameter in the fit.stvariogram in gstat, i have fitted the following
> spatio temporal variogram for data on monthly averages pf pm10 and the
> longitude and latitude are in decimel format
>
>> pm10_sp
> SpatialPoints:
> longitude latitude
> 1 30.92500 29.95300
> 61 31.36000 30.26000
> 121 31.33300 29.84720
> and this is the commands for fitting the variogram
>> varpm10 <- variogramST(lnpm10only~1,data=lnpm10_stfdf,cutoff=0.8,assumeRegular=T,na.omit=T)
>> plot(varpm10,map=F)
>> sumMetric <- vgmST("sumMetric", space = vgm(psill=5,"Mat", range=50, nugget=0),time = vgm(psill=500,"Mat", range=50, nugget=0,kappa=0.3), joint = vgm(psill=10,"Mat", range=100, nugget=1), stAni=200)
>> sumMetric_Vgm <- fit.StVariogram(varpm10, sumMetric, method="L-BFGS-B",lower=pars.l,upper=pars.u)
>> plot(varpm10,sumMetric_Vgm,map=F)
>
>> extractPar(sumMetric_Vgm)
> sill.s range.s nugget.s sill.t range.t
> nugget.t
> 1.73598444 50.63845035 0.03212857 0.01570379 49.99811448
> 0.00000000
> sill.st <http://sill.st> range.st <http://range.st>
> nugget.st <http://nugget.st> anis
> 0.00000000 100.00004052 0.09151787 200.00000000
>
> --
> now i want to know the units for these parameters in order to be able to
> interpret it for example is it in km or m.
>
> I really appreciate any help that I deeply need
>
> Best Regards
> Sara
>
> Faculty of Economics & Political Science
> Cairo University
>
>
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--
Edzer Pebesma
Institute for Geoinformatics (ifgi), University of Münster
Heisenbergstraße 2, 48149 Münster, Germany; +49 251 83 33081
Journal of Statistical Software: http://www.jstatsoft.org/
Computers & Geosciences: http://elsevier.com/locate/cageo/
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