Does the sampling pattern affect the variogram and mapping?
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Does the sampling pattern affect the variogram and mapping?
I am not sure if this is the right place to ask the question, but I don't know where to ask. So please excuse me if not so.
I am considering two sampling strategies, the first is locating samples on the three black lines as the first picture shows, the second is random sampling across the whole area as the second picture shows. Both ways will use the same number of samples, the difference is the pattern.
samples by the line:
random:
My questions are:
1. will they generate different variograms and produce different kriged maps??
2. which one is better?
3. can I use the two sampling strategies in ONE kriging? I mean if I have two areas, can I use random way in one area and 'line sampling' in another area, and use both data together to generate a variogram and mapping?
Thanks!
kriging variogram
add a comment |
I am not sure if this is the right place to ask the question, but I don't know where to ask. So please excuse me if not so.
I am considering two sampling strategies, the first is locating samples on the three black lines as the first picture shows, the second is random sampling across the whole area as the second picture shows. Both ways will use the same number of samples, the difference is the pattern.
samples by the line:
random:
My questions are:
1. will they generate different variograms and produce different kriged maps??
2. which one is better?
3. can I use the two sampling strategies in ONE kriging? I mean if I have two areas, can I use random way in one area and 'line sampling' in another area, and use both data together to generate a variogram and mapping?
Thanks!
kriging variogram
add a comment |
I am not sure if this is the right place to ask the question, but I don't know where to ask. So please excuse me if not so.
I am considering two sampling strategies, the first is locating samples on the three black lines as the first picture shows, the second is random sampling across the whole area as the second picture shows. Both ways will use the same number of samples, the difference is the pattern.
samples by the line:
random:
My questions are:
1. will they generate different variograms and produce different kriged maps??
2. which one is better?
3. can I use the two sampling strategies in ONE kriging? I mean if I have two areas, can I use random way in one area and 'line sampling' in another area, and use both data together to generate a variogram and mapping?
Thanks!
kriging variogram
I am not sure if this is the right place to ask the question, but I don't know where to ask. So please excuse me if not so.
I am considering two sampling strategies, the first is locating samples on the three black lines as the first picture shows, the second is random sampling across the whole area as the second picture shows. Both ways will use the same number of samples, the difference is the pattern.
samples by the line:
random:
My questions are:
1. will they generate different variograms and produce different kriged maps??
2. which one is better?
3. can I use the two sampling strategies in ONE kriging? I mean if I have two areas, can I use random way in one area and 'line sampling' in another area, and use both data together to generate a variogram and mapping?
Thanks!
kriging variogram
kriging variogram
asked 4 mins ago
SummerSummer
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