Using indicator kriging to create a probability map
Use indicator kriging to produce a probability or standard error of indicators map. Indicator kriging assumes an unknown constant mean.
Important parameters are the specified threshold (which determines which predictions will receive a 0 and which will receive a 1), covariance/semivariogram models, and search neighborhoods. Estimation of semivariogram/covariance becomes difficult when the indicator variables are primarily all zeros or all ones. If possible, choose a threshold that gives a mix of zeros and ones.
Schritte:
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Start Geostatistical Analyst Wizard
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- Select Kriging/CoKriging, choose a dataset and attribute field, then click Next.
- Choose Indicator kriging.
- Type the Threshold value or click the button on the control and set the threshold on the Classification dialog box.
- Click either the Exceed or NOT Exceed button and click Next.
- Specify the desired parameters on the Semivariogram/Covariance Modeling dialog box and click Next.
- Specify the desired parameters on the Searching Neighborhood dialog box and click Next.
- Examine the results on the Cross Validation dialog box and click Finish.
- Click OK on the Method Report dialog box.
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4/26/2014