DualSpatialInterpolator Class Reference

#include <spatial_interpolation.h>

Public Member Functions
	DualSpatialInterpolator (std::vector< Point2D > const &points, std::vector< double > const &values_x, std::vector< double > const &values_y, int k_neighbors=12, double power=2.0)
	~DualSpatialInterpolator ()
void	Interpolate (std::vector< Point2D > const &query_points, std::vector< double > &results_x, std::vector< double > &results_y) const

Private Member Functions
void	InterpolatePoint (double x, double y, double &result_x, double &result_y, std::vector< unsigned int > &indices, std::vector< double > &sq_dists) const

Private Attributes
PointCloud	m_cloud
std::vector< double >	m_values_x
std::vector< double >	m_values_y
KDTree *	m_kdtree
int	m_k_neighbors
double	m_power

Static Private Attributes
static constexpr double	EPSILON = 1e-10

Detailed Description

Definition at line 129 of file spatial_interpolation.h.

Constructor & Destructor Documentation

DualSpatialInterpolator()

DualSpatialInterpolator::DualSpatialInterpolator	(	std::vector< Point2D > const &	points,
		std::vector< double > const &	values_x,
		std::vector< double > const &	values_y,
		int	k_neighbors = 12,
		double	power = 2.0 )

DualSpatialInterpolator: Optimized interpolation for paired X/Y values

This class is optimized for interpolating wave properties that have both X and Y components (e.g., wave height X and wave height Y). It's more efficient than using two separate interpolators because:

1. Builds only ONE k-d tree (shared for both X and Y)
2. Does ONE nearest neighbor search per query point (not two)
3. Interpolates both components simultaneously

USAGE:

DualSpatialInterpolator interp(points, values_x, values_y, 12, 2.0); interp.Interpolate(query_points, results_x, results_y); Constructor: Build dual interpolator for X and Y values

Parameters

points	Input point coordinates (x, y)
values_x	X-component values at those points
values_y	Y-component values at those points
k_neighbors	Number of nearest neighbors to use (default: 12)
power	IDW power parameter (default: 2.0)

Definition at line 267 of file spatial_interpolation.cpp.

~DualSpatialInterpolator()

DualSpatialInterpolator::~DualSpatialInterpolator

(

)

Definition at line 288 of file spatial_interpolation.cpp.

Member Function Documentation

Interpolate()

void DualSpatialInterpolator::Interpolate	(	std::vector< Point2D > const &	query_points,
		std::vector< double > &	results_x,
		std::vector< double > &	results_y ) const

Definition at line 350 of file spatial_interpolation.cpp.

Referenced by CSimulation::nInterpolateWavesToPolygonCells().

InterpolatePoint()

void DualSpatialInterpolator::InterpolatePoint ( double x, double y, double & result_x, double & result_y, std::vector< unsigned int > & indices, std::vector< double > & sq_dists ) const

private

Definition at line 293 of file spatial_interpolation.cpp.

Referenced by Interpolate().

Field Documentation

EPSILON

double DualSpatialInterpolator::EPSILON = 1e-10

staticconstexprprivate

Definition at line 153 of file spatial_interpolation.h.

Referenced by InterpolatePoint().

m_cloud

PointCloud DualSpatialInterpolator::m_cloud

private

Definition at line 146 of file spatial_interpolation.h.

Referenced by DualSpatialInterpolator(), Interpolate(), and InterpolatePoint().

m_k_neighbors

int DualSpatialInterpolator::m_k_neighbors

private

Definition at line 150 of file spatial_interpolation.h.

Referenced by DualSpatialInterpolator(), Interpolate(), and InterpolatePoint().

m_kdtree

KDTree* DualSpatialInterpolator::m_kdtree

private

Definition at line 149 of file spatial_interpolation.h.

Referenced by DualSpatialInterpolator(), InterpolatePoint(), and ~DualSpatialInterpolator().

m_power

double DualSpatialInterpolator::m_power

private

Definition at line 151 of file spatial_interpolation.h.

Referenced by DualSpatialInterpolator(), and InterpolatePoint().

m_values_x

std::vector<double> DualSpatialInterpolator::m_values_x

private

Definition at line 147 of file spatial_interpolation.h.

Referenced by DualSpatialInterpolator(), and InterpolatePoint().

m_values_y

std::vector<double> DualSpatialInterpolator::m_values_y

private

Definition at line 148 of file spatial_interpolation.h.

Referenced by DualSpatialInterpolator(), and InterpolatePoint().

---

The documentation for this class was generated from the following files:

• spatial_interpolation.h
• spatial_interpolation.cpp