Thank you very much to all people who answered my question. It was very 
helpful. Here�s a summary of the responses.
Cheers,
Carolina

Dear list members,
I have started using geostats only this year and therefore I appologise that 
my

questions are too basic for this discussion list...
I am using Variowin 2.2 and GeoEAS 1.2.1 to analise my data, and an 
early 
version of Surfer to contour the distribution. However, I've encountered 
various

problems:
1. When I use latitude and longitude in my DAT file, in what units is the 
variogram x-axis (h)?
2. Surfer doesnt understand the grid file created by GeoEAS KRIGE. How 
do I 
transfer my results to surfer (until now, I've used the estimated values 
from 
cross validation to have surfer generate a grid file)?
3. My variogram shows completely different behaviour from distance A to 
B, than

for distance B to C. I've tried fitting various nested models, but I havent 
been

able to come out with a good fit for the whole variogram. Is it possible to 
analise A-B data separately from B-C data?



Hi Carolina,
I'm new at this too, so have an aswer to your first question only. :)
Basically, you can't use latitude and longitude to indicate the location of
your samples in a geostatistical analysis because the distance between
locations is not euclidean.  When you calculate variograms, you are 
assuming
that you are on a plane X-Y coordinate system.  Lat and log account for the
curvature of the earth.  So unless you are dealing with very short distances
you should first convert your lat and long locations into UTM coordinates
(or other plane projection).  I use a program called geotrans to convert lat
and long to UTM, you can download it at
http://164.214.2.59/GandG/geotrans/geotrans.html
Once you have your locations in UTM, the variogram distance are 
measured in
meters.

Julian

Julian M. Burgos

University of Washington
School of Aquatic and Fishery Sciences
1122 NE Boat St. (Box 355020)
Seattle, WA 98195-5020






1- You need to transform your latitude longitude geographical data into
UTM coordinates (or any equivalent transformation) because you need to
work in metres or km (or cm!)

> 2. Surfer doesnt understand the grid file created by GeoEAS KRIGE. 
How do
I
> transfer my results to surfer (until now, I've used the estimated values
from
> cross validation to have surfer generate a grid file)?

If you want to krige witn Geo-Eas you have to use its CONREC program to
have your map. Otherwise, if you like to use Surfer, you just need to
krige there, using its own grid utility.


> 3. My variogram shows completely different behaviour from distance A to 
B,
than
> for distance B to C. I've tried fitting various nested models, but I havent
been
> able to come out with a good fit for the whole variogram. Is it possible
to
> analise A-B data separately from B-C data?
What are A,B,C? any kind of different variables, or just some different
locations?
If there are just different points you need to know the ir reliability
before doing any assunption on them. If there are different variables,
you do not need to suppose they behave in the same way.

I think there is something wrong with your variogram. If variables are
quite the same for small distances (flat variogram) they cannot start
being different from one each other at large distances.
Maybe you have chosen a bad lag (h), say a lag too short. It is very
important for you to know the precision of your data (it doesnt make any
sense to say temperature is 10.5 if your thermometer measures 
degrees!!)

Hope this helps,
Carme



Carolina

>
>1. When I use latitude and longitude in my DAT file, in what units is the 
>variogram x-axis (h)?
>
Most geostatistics programs are going to treat the coordinates as though 
they are "x", "y", i.e., rectangular. If you are using Lat,
Long these 
are not exactly rectangular coordinates. That is, one minute of  Lat is 
one nautical mile but in general one minute of Long is not one nautical 
mile, the distortion can be very large at high latitudes. You need to 
change to UTM coordinates instead.

As a further comment,  most packages will only accept  numbers in 
decimal form so if you have Lat, Long in degrees, minutes and seconds 
the program will either give you an error message or completely 
mis-interpret the entries. I let my students use Lat , Long in decimal 
form in my geostatistics class but ONLY in class and I warn them that 
there will be a distortion. The only reason I do this is that they are 
learning about how to do geostatistics and not using the end results for 
anything outside of the class.



>
>2. Surfer doesnt understand the grid file created by GeoEAS KRIGE. How 
do I

>transfer my results to surfer (until now, I've used the estimated values
from 
>cross validation to have surfer generate a grid file)?
>
I don't use Surfer so I can't completely answer your question. I assume 
by "grid file" you mean the output file from KRIGE.  This is an ASCII

file and easily edited in any text editor. The format is exactly the 
same as the input file (different column names of course). If you only 
estimated one variable then there will be four columns; two for 
coordinates, one for the kriged estimate and one for the kriging 
standard deviation. The header identifies the columns. You might have to 
strip off the header for use in Surfer.


>3. My variogram shows completely different behaviour from distance A to 
B,
than 
>for distance B to C. I've tried fitting various nested models, but I havent
been 
>able to come out with a good fit for the whole variogram. Is it possible to

>analise A-B data separately from B-C data?
>
I assume that A, B, C are points??  If so, your statement doesn't quite 
make sense. The sample variogram is not defined or dependent on a line 
segment. The plotted values of the sample variogram (or the computed 
values of the model variogram) are determined by lag distances. In that 
case, there is no reason to expect that the value for two different lag 
distances would be the same. Perhaps you are referring to different 
directions? In that case you would be describing an anisotropy, this 
would show up (assuming that you are using  PREVAR and VARIO or 
using 
VARIOWIN) when you compute and plot directional sample variograms. 
For a 
geometric anisotropy, this would show as a change in the range of the 
variogram with respect to distance.

Finally is it possible you are asking whether the region of interest can 
be split into two separate parts??  This is certainly possible, you 
would have to split the data set into two different parts estimate and 
model the variograms separately. Krige the two subregions separately 
using the respective variograms and data sets. It is likely that the 
grids (generated by the software) would overlap and you would have to 
check to see which grid nodes should be associated with which 
subregion 
and use the appropriate kriged value. If you were going to do this, you 
would want to ask if there is some property that changes between the 
regions to justify/motivate splitting the region into two parts.

Donald E. Myers
http://www.u.arizona.edu/~donaldm




Carolina Garcia Imhof
Marine Mammal Research Group
Marine Science Department
310 Castle Street, PO Box 56
University of Otago
Dunedin, New Zealand

Fax: 64 3 479 8336
Phone: 64 3 479 5476
e-mail: [EMAIL PROTECTED] 
        [EMAIL PROTECTED]

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