bme_map

Function that creates BMEmapping objects; objects that hold all the data
information necessary for BME interpolation.

Provides an accessible and robust implementation of core BME
methodologies for spatial prediction. It enables the systematic integration
of heterogeneous data sources including both hard data (precise
measurements) and soft interval data (bounded or uncertain observations)
while incorporating prior knowledge and supporting variogram-based spatial
modeling. The BME methodology is described in Christakos (1990)
<doi:10.1007/BF00890661> and Serre and Christakos (1999)
<doi:10.1007/s004770050029>.

Kinspride Duah

BMEmapping

Spatial Interpolation using Bayesian Maximum Entropy (BME)

Yan Sun

bme_map function

<dl><dt>ch</dt>
<dd>A two-column matrix of coordinates for hard data locations.</dd>
<dt>cs</dt>
<dd>A two-column matrix of coordinates for soft data locations.</dd>
<dt>zh</dt>
<dd>A numeric vector of observed values at the hard data locations.</dd>
<dt>a</dt>
<dd>A numeric vector of lower bounds for soft interval data.</dd>
<dt>b</dt>
<dd>A numeric vector of upper bounds for soft interval data.</dd></dl>

Arguments

Create BMEmapping object — bme_map

<dl>

<dt>ch</dt>
<dd>A two-column matrix of coordinates for hard data locations.</dd>


<dt>cs</dt>
<dd>A two-column matrix of coordinates for soft data locations.</dd>


<dt>zh</dt>
<dd>A numeric vector of observed values at the hard data locations.</dd>


<dt>a</dt>
<dd>A numeric vector of lower bounds for soft interval data.</dd>


<dt>b</dt>
<dd>A numeric vector of upper bounds for soft interval data.</dd>

</dl>

bme_map: Create BMEmapping object

Description

Usage

Value

Arguments

Examples