AI-GEOSTATS: kriging or IDW in case study of hydrology?

2008-02-19 Thread Andrea Peruzzi
Dear list, I'm graduate student in hydrogeology, I've to spatialize data of reservoir thickness, and I need to achieve a map having exactly the sampled value in the sampled localization (piezometers). I've little experience in geostatatistics. I had a look at kriging algorithms, but I did

Re: AI-GEOSTATS: kriging or IDW in case study of hydrology?

2008-02-19 Thread Isobel Clark
Andrea In theory kriging will honour the sample values provided your semi-variogram model takes the value zero at zero distance. Whether the data are honoured or not depends on which computer package you use and what it does with the semi-variogram at zero. You can force this

AI-GEOSTATS: Exact interpolant property of kriging

2008-02-19 Thread M.J. Abedini
Dear Colleagues I thought exact interpolant property of kriging is very applicable to every case regardless of variogram used. But, Isobel's posting implies it is not the case. Furthermore, IDW of any types honor exact interpolant property. It can be proved mathematically. Thanks

Re: AI-GEOSTATS: Exact interpolant property of kriging

2008-02-19 Thread Pierre Goovaerts
I think that Isobel refers to the implementation of the kriging algorithm in ESRI products where the nugget variability is automatically filtered from the data. Hence, if your variogram has a non-zero nugget effect, the kriged surface won't honor the data at sampled locations. Pierre Pierre