Soil property interpolation estimation method
An attribute value and attribute technology, applied in the field of soil science research, can solve problems such as low estimation accuracy, and achieve the effect of improving interpolation accuracy, reasonable interpolation results, and reducing demand
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[0049] 1. Use the kriging method to generate the prior probability distribution of the variable to be measured
[0050] Divide the research area into a grid of row×col (take two-dimensional plane interpolation as an example) according to the precision requirements of the cartography. Suppose there are N sampling points in this area, then the attribute value of the kth (kij , where iij , an estimate of its property It can be calculated using the following formula:
[0051]
[0052] Where: X(p n ) is the point to be measured p ij Attribute values of surrounding observation points; p n is the spatial position of each observation point around the point to be measured; N is the number of observation points around the point to be measured; λ n is the observation point attribute value X(p n )the weight of.
[0053] The key to determining the estimated value of the point to be measured in the above formula is to determine λ n , which can be found by solving the following s...
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