[STATSGRASS] kriging results not within range of original data
Edzer J. Pebesma
e.pebesma at geo.uu.nl
Tue Oct 31 15:47:09 EST 2006
Hi Carlos,
that is correct, and due to the fact that kriging weights are not
constrained to be in [0,1]. In fact, they do become negative and may be
larger than 1. Consider as alternatives either inverse distance weighted
interpolation, or some form of constrained kriging (although I wouldn't
know where to get the latter).
--
Edzer
Carlos "Guâno" Grohmann wrote:
> Hello,
>
> I'm dong some kriging of SRTM data, and noted that the kriged results
> don't lie within the range of the original data. It is not too far
> from the original, but there is a difference.
>
> original dem:
>
> Data attributes:
> band1
> Min. : 634.0
> 1st Qu.: 759.0
> Median : 814.0
> Mean : 856.5
> 3rd Qu.: 923.0
> Max. :1312.0
>
> resampled dem:
> var1.pred
> Min. : 633.2
> 1st Qu.: 759.2
> Median : 814.3
> Mean : 856.4
> 3rd Qu.: 923.5
> Max. :1307.4
>
>
> I konw thatt small deviations from the values range can occur, but I
> was looking for some deeper explanation on this. If someone could
> point me out any literature I can refer to, I will be thankful.
>
> Carlos
>
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