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Hi, I am trying to perform regression kriging in ArcMap. Is there way to do this in ArcMap? Will appreciate any input!!! Thanks in advance
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03-28-2015
11:59 AM
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HI all, Thank you for all your great suggestion. I am working on elevation, soil texture and forest type as covariates, but couldn't figure out how to incorporate nominal data. I worked with other ratio covariates: population, ndvi but did not get any good result. As Dan suggested I did some analysis in SPSS but there is no significant relation with any of these independent variables and the correlation is ow <5. I am not good in statistics, I only know basics but the descriptive result shows that standard deviation of the forest carbon stock is very high compared to mean, does that effect the result?
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02-05-2015
12:36 PM
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Hi Steve, Thank you! I have tried with different subset size and factor but the result is not good. I have attached the measured and predicted value plot.
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02-04-2015
09:18 PM
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Steve, below is the detail. I played around with different model but this is the only model, where root mean square and average standardized error are equal however the predicted plot is not 1:1.
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02-04-2015
07:34 PM
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Steve, I am using 10 but recently also trying EBK in 10.1. I have attached the screenshot of the semivariogram from EBK after transformation.
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02-04-2015
05:52 PM
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Thank you very much Dan! I will explore other options including partitioning, hope that will get better result. Again thanks!
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02-04-2015
04:45 PM
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Yes i have thought of partitioning but in certain region there are not enough sample points. I am trying to look at the spatial distribution of forest carbon in whole watershed, so I thought of using kriging in whole area, and also based on some literature review. I couldn't think of any other method, any suggestion!
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02-04-2015
12:45 PM
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Dan thank you for the reply Yes the sample points are numbers, the study area is watershed of about 8000 ha, and with wide elevation range from low mid 200 to high 1900 m. The main landuse in this area are forest and agriculture, there are some agricultural patches in between the forest area where there is no sample points.
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02-04-2015
11:42 AM
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Hi all, I am using IDW and Kriging in ArcGIS to explore the distribution of forest carbon stock using 183 ground sample points. The data is not normal and there is trend, so I have transformed the data. However after running kriging, the cross-validation result shows root mean square standardized: 0.98, root mean square and average standardized error: 127.7 and 128.89 respectively and the main problem is the predicted and error plot is not 1:1. Can anyone please suggest what can be the issue and how can I address this. Any helpful suggestions will be highly appreciated. Thanks in advance!
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02-04-2015
11:04 AM
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