Simulations

SGS (Simulations)

Sequential Gaussian Simulations Solver class.

Parameters:

Name	Type	Description	Default
covariance_model	Union[Covariance, CovarianceElem]	Covariance used for distance computation.	required
neighborhood_model	Neighborhood	Neihborhood model used for weigths computation.	required
axes	List[Coord]	If solver is 2D or 3D. Defaults to [Coord.U, Coord.V, Coord.W].	[<Coord.U: 'U'>, <Coord.V: 'V'>, <Coord.W: 'W'>]

solve(self, obj, obj_region, obj_attribute, support, support_region, support_attribute, simulations_number)

Solve SGS on a support using a conditioning object.

Parameters:

Name	Type	Description	Default
obj	GeoRefObject	Conditioning Object.	required
obj_region	str	Spatial subset of conditionining.	required
obj_attribute	str	Property to estimate.	required
support	GeoRefObject	Object to estimate onto.	required
support_region	str	Spatial subset of estimation.	required
support_attribute	str	Property name to add in support.	required
simulations_number	int	Number of simulations to be realized.	required

Exceptions:

Type	Description
AttributeError	If maximum allowed neighbors is higher than number of conditioning data.

Simulations (Entity)

Simulations Solver class.

Attributes:

Name	Type	Description
covariance_model	Union[Covariance, CovarianceElem]	Covariance used for distance computation.
neighhborhood_model	Neighborhood	Neihborhood model used for weigths computation.
axes	List[Coord], optionnal	If solver is 2D or 3D.

solve(self)

Use the defined method to interpolate onto target locations.