Interpolation routines. More...

#include <iostream>
#include <cmath>
#include "array.h"
#include "check_input.h"
#include "interpolation.h"
#include "logic.h"

Include dependency graph for interpolation.cc:

Go to the source code of this file.

Macros
#define	LOOPIT(x) for ( const Numeric* x=&t##x.fd[1]; x>=&t##x.fd[0]; --x )
	Macro for interpolation weight loops. More...

Functions
ostream &	operator<< (ostream &os, const GridPos &gp)
	Output operator for GridPos. More...

void	gridpos (ArrayOfGridPos &gp, ConstVectorView old_grid, ConstVectorView new_grid, const Numeric &extpolfac)
	Set up a grid position Array. More...

void	gridpos (GridPos &gp, ConstVectorView old_grid, const Numeric &new_grid, const Numeric &extpolfac)
	gridpos More...

void	gridpos_1to1 (ArrayOfGridPos &gp, ConstVectorView grid)
	gridpos_1to1 More...

void	gridpos_copy (GridPos &gp_new, const GridPos &gp_old)
	gridpos_copy More...

Numeric	fractional_gp (const GridPos &gp)
	fractional_gp More...

void	gridpos_check_fd (GridPos &gp)
	gridpos_check_fd More...

void	gridpos_force_end_fd (GridPos &gp, const Index &n)
	gridpos_force_end_fd More...

void	gridpos_upperend_check (GridPos &gp, const Index &ie)
	gridpos_upperend_check More...

void	gridpos_upperend_check (ArrayOfGridPos &gp, const Index &ie)
	gridpos_upperend_check More...

bool	is_gridpos_at_index_i (const GridPos &gp, const Index &i, const bool &strict)
	is_gridpos_at_index_i More...

Index	gridpos2gridrange (const GridPos &gp, const bool &upwards)
	gridpos2gridrange More...

void	interpweights (VectorView itw, const GridPos &tc)
	Red 1D interpolation weights. More...

void	interpweights (VectorView itw, const GridPos &tr, const GridPos &tc)
	Red 2D interpolation weights. More...

void	interpweights (VectorView itw, const GridPos &tp, const GridPos &tr, const GridPos &tc)
	Red 3D interpolation weights. More...

void	interpweights (VectorView itw, const GridPos &tb, const GridPos &tp, const GridPos &tr, const GridPos &tc)
	Red 4D interpolation weights. More...

void	interpweights (VectorView itw, const GridPos &ts, const GridPos &tb, const GridPos &tp, const GridPos &tr, const GridPos &tc)
	Red 5D interpolation weights. More...

void	interpweights (VectorView itw, const GridPos &tv, const GridPos &ts, const GridPos &tb, const GridPos &tp, const GridPos &tr, const GridPos &tc)
	Red 6D interpolation weights. More...

Numeric	interp (ConstVectorView itw, ConstVectorView a, const GridPos &tc)
	Red 1D Interpolate. More...

Numeric	interp (ConstVectorView itw, ConstMatrixView a, const GridPos &tr, const GridPos &tc)
	Red 2D Interpolate. More...

Numeric	interp (ConstVectorView itw, ConstTensor3View a, const GridPos &tp, const GridPos &tr, const GridPos &tc)
	Red 3D Interpolate. More...

Numeric	interp (ConstVectorView itw, ConstTensor4View a, const GridPos &tb, const GridPos &tp, const GridPos &tr, const GridPos &tc)
	Red 4D Interpolate. More...

Numeric	interp (ConstVectorView itw, ConstTensor5View a, const GridPos &ts, const GridPos &tb, const GridPos &tp, const GridPos &tr, const GridPos &tc)
	Red 5D Interpolate. More...

Numeric	interp (ConstVectorView itw, ConstTensor6View a, const GridPos &tv, const GridPos &ts, const GridPos &tb, const GridPos &tp, const GridPos &tr, const GridPos &tc)
	Red 6D Interpolate. More...

void	interpweights (MatrixView itw, const ArrayOfGridPos &cgp)
	Compute 1D interpolation weights. More...

void	interpweights (MatrixView itw, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 2D interpolation weights for a sequence of positions. More...

void	interpweights (MatrixView itw, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 3D interpolation weights for a sequence of positions. More...

void	interpweights (MatrixView itw, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 4D interpolation weights for a sequence of positions. More...

void	interpweights (MatrixView itw, const ArrayOfGridPos &sgp, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 5D interpolation weights for a sequence of positions. More...

void	interpweights (MatrixView itw, const ArrayOfGridPos &vgp, const ArrayOfGridPos &sgp, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 6D interpolation weights for a sequence of positions. More...

void	interp (VectorView ia, ConstMatrixView itw, ConstVectorView a, const ArrayOfGridPos &cgp)
	Interpolate 1D field. More...

void	interp (VectorView ia, ConstMatrixView itw, ConstMatrixView a, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 2D field to a sequence of positions. More...

void	interp (VectorView ia, ConstMatrixView itw, ConstTensor3View a, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 3D field to a sequence of positions. More...

void	interp (VectorView ia, ConstMatrixView itw, ConstTensor4View a, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 4D field to a sequence of positions. More...

void	interp (VectorView ia, ConstMatrixView itw, ConstTensor5View a, const ArrayOfGridPos &sgp, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 5D field to a sequence of positions. More...

void	interp (VectorView ia, ConstMatrixView itw, ConstTensor6View a, const ArrayOfGridPos &vgp, const ArrayOfGridPos &sgp, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 6D field to a sequence of positions. More...

void	interpweights (Tensor3View itw, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 2D interpolation weights for an entire field. More...

void	interpweights (Tensor4View itw, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 3D interpolation weights for an entire field. More...

void	interpweights (Tensor5View itw, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 4D interpolation weights for an entire field. More...

void	interpweights (Tensor6View itw, const ArrayOfGridPos &sgp, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 5D interpolation weights for an entire field. More...

void	interpweights (Tensor7View itw, const ArrayOfGridPos &vgp, const ArrayOfGridPos &sgp, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Compute 6D interpolation weights for an entire field. More...

void	interp (MatrixView ia, ConstTensor3View itw, ConstMatrixView a, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 2D field to another 2D field. More...

void	interp (Tensor3View ia, ConstTensor4View itw, ConstTensor3View a, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 3D field to another 3D field. More...

void	interp (Tensor4View ia, ConstTensor5View itw, ConstTensor4View a, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 4D field to another 4D field. More...

void	interp (Tensor5View ia, ConstTensor6View itw, ConstTensor5View a, const ArrayOfGridPos &sgp, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 5D field to another 5D field. More...

void	interp (Tensor6View ia, ConstTensor7View itw, ConstTensor6View a, const ArrayOfGridPos &vgp, const ArrayOfGridPos &sgp, const ArrayOfGridPos &bgp, const ArrayOfGridPos &pgp, const ArrayOfGridPos &rgp, const ArrayOfGridPos &cgp)
	Interpolate 6D field to another 6D field. More...

Numeric	interp_poly (ConstVectorView x, ConstVectorView y, const Numeric &x_i, const GridPos &gp)
	Polynomial interpolation. More...

void	polint (Numeric &y_int, Numeric &dy_int, ConstVectorView xa, ConstVectorView ya, const Index &n, const Numeric &x)
	Polynomial interpolation. More...

Variables
const Numeric	sum_check_epsilon = 1e-6
	The maximum difference from 1 that we allow for a sum check. More...

const Numeric	FD_TOL = 1.5e-3
	Allowed tolerance for fractional distance values. More...

Detailed Description

Interpolation routines.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

There are no general single-step interpolation functions in ARTS. Rather, there are a set of useful utility functions that can be used to achieve interpolation. Roughly, you can separate these into functions determining grid-position Arrays, functions determining interpolation weight Tensors, and functions applying the interpolation.

Doing an interpolation requires a chain of function calls:

gridpos (one for each interpolation dimension)
interpweights
interp

Definition in file interpolation.cc.

Macro Definition Documentation

◆ LOOPIT

#define LOOPIT ( x ) for ( const Numeric* x=&t##x.fd[1]; x>=&t##x.fd[0]; --x )

Macro for interpolation weight loops.

We use the macro LOOPIT to make the notation for the nested for loops in the interpweights functions more concise, and to avoid typing errors.

Should resolve to something like:

for ( const Numeric* p=&tp.fd[1]; p>=&tp.fd[0]; –p )

Definition at line 91 of file interpolation.cc.

Referenced by interpweights().

Function Documentation

◆ fractional_gp()

Numeric fractional_gp ( const GridPos & gp )

fractional_gp

Returns the complete fractional grid position.

The fractional grid position is the sum of grid index and fraction distance, and is not an integer value.

Returns: Fractional grid position.

Parameters

gp	Input: Grid position structure.

Author: Patrick Eriksson

Date: 2004-09-28

Definition at line 539 of file interpolation.cc.

References GridPos::fd, and GridPos::idx.

Referenced by is_gp_inside_cloudbox(), iy_interp_cloudbox_field(), iyInterpCloudboxField2(), mcPathTraceGeneral(), mcPathTraceIPA(), ppath_calc(), and ppath_start_stepping().

◆ gridpos() [1/2]

void gridpos	(	ArrayOfGridPos &	gp,
		ConstVectorView	old_grid,
		ConstVectorView	new_grid,
		const Numeric &	extpolfac
	)

Set up a grid position Array.

This is the function to find the position in the original grid and set the fd for the linear interpolation case.

The old grid has to be strictly sorted. It can be in ascending or descending order. But there must not be any duplicate values. Furthermore, the old grid must contain at least two points.

The new grid doesn't have to be sorted, but the function will be faster if it is sorted or mostly sorted. It is ok if the new grid contains only 1 point.

The beauty is, that this is all it needs to do also interpolation in higher dimensions: You just have to call gridpos for all the dimensions that you want to interpolate.

Note also, that for this step you do not need the field itself at all!

The new grid has basically to be inside the range covered by old grid, but some margins are given for practical reasons. For higher flexibility, a selectable extrapolation is allowed. The allowed extrapolation is given in fractions of the distance between the lowermost two points for extrapolation beyond the lower grid limit and the distance between the uppermost two points for extrapolation beyond the upper grid limit, respectively. For example, if extpolfac is set to 0.5 an extrapolation of half the distance between two outermost points at the respective edge of the grid is allowed. In this case, if the old grid is given as [0, 1, ... , 3, 3.4] the new grid can be extended down to -0.5 and up to 3.6.

0.5 is the default value for extpolfac. Normally, you should just use the function with 3 arguments, which means that the default value will be used.

If a new grid point is exactly on top of an original grid point, then the returned gp.idx is guaranteed to point exactly at this point, so that gp.fd[0] = 0. The only exception from this rule is if the point happens to be the last point in the original grid. In that case gp.idx will point to the original grid point below.

Furthermore, you are guaranteed that for the ascending old grid case: old_grid[tgp.idx]<=tng || tgp.idx==0 And for the descending old grid case: old_grid[tgp.idx]>=tng || tgp.idx==0

Return values

gp	Grid position Array.

Parameters

old_grid	The original grid.
new_grid	The new grid where we want to have the interpolated values.
extpolfac	Extrapolation factor. Has a default value of 0.5. You should normally not specify this parameter!

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 167 of file interpolation.cc.

References GridPos::fd, GridPos::idx, is_decreasing(), is_increasing(), is_size(), and ConstVectorView::nelem().

Referenced by abs_lookupSetup(), abs_lookupSetupBatch(), abs_vecTransform(), antenna1d_matrix(), antenna2d_simplified(), AntennaConstantGaussian1D(), atm_fields_compactAddSpecies(), AtmFieldsRefinePgrid(), cloud_ppath_update3D(), complex_n_interp(), defocusing_general_sub(), diy_from_path_to_rgrids(), doit_i_fieldSetClearsky(), doit_scat_fieldCalcLimb(), ext_matTransform(), get_perturbation_gridpos(), get_refr_index_1d(), get_refr_index_2d(), get_refr_index_3d(), gridpos(), gridpos_poly(), interp_cloud_coeff1D(), interp_scat_angle_temperature(), SLIData2::interpolate(), interpolate_scat_angle(), InterpSurfaceFieldToPosition(), interpTArray(), iy_interp_cloudbox_field(), jacobianCalcPointingZaInterp(), MCIPA(), mcPathTraceGeneral(), mcPathTraceIPA(), opt_prop_sptFromData(), opt_prop_sptFromMonoData(), opt_propExtract(), p2gridpos(), pha_mat_singleExtract(), pha_mat_sptFromData(), pha_mat_sptFromDataDOITOpt(), pha_mat_sptFromMonoData(), pha_matTransform(), pmomCalc(), pnd_fieldCalc(), pos2refell_r(), pos2true_latlon(), ppath_calc(), ppath_start_3d(), ppath_start_stepping(), rte_pos2gridpos(), scat_data_array_monoCalc(), ScatteringMergeParticles1D(), sensor_summation_vector(), specular_losCalc(), surface_complex_refr_indexFromGriddedField5(), surface_reflectivityFromGriddedField6(), surface_scalar_reflectivityFromGriddedField4(), test01(), test04(), test05(), test06(), test07(), yCloudRadar(), z_at_lat_2d(), z_at_latlon(), and za_gridOpt().

◆ gridpos() [2/2]

void gridpos	(	GridPos &	gp,
		ConstVectorView	old_grid,
		const Numeric &	new_grid,
		const Numeric &	extpolfac
	)

gridpos

Creates a grid position structure.

This is a gateway to the function for arrays of grid positions, to be used for e.g. "red interpolation".

Return values

gp	The GridPos structure.

Parameters

old_grid	The original grid.
new_grid	The position where we want to have the interpolated value.
extpolfac	Extrapolation factor. Default value is 0.5, which means that extrapolation of half of the last grid distance is allowed. You don't have to specify this.

Author: Patrick Eriksson

Date: 2002-12-31

Author: Stefan Buehler

Date: 2008-03-03

Definition at line 460 of file interpolation.cc.

References gridpos(), and gridpos_copy().

◆ gridpos2gridrange()

Index gridpos2gridrange	(	const GridPos &	gp,
		const bool &	upwards
	)

gridpos2gridrange

Determines which grid range that is of interest for a given grid position.

The purpose of the function is to determine which two grid values that surround the given point. The index of the lower grid value is returned.

For a point exactly on a grid value it is not clear if it is the range below or above that is of interest. The input argument upward is used to resolve such cases, where upward == 1 means that it is the range above that is of interest.

Parameters

gp	Grid position structure.
upwards	Direction of interest, see above.

Returns: The index of the lower end of the grid range.

Author: Patrick Eriksson

Date: 2002-05-20

Definition at line 747 of file interpolation.cc.

References GridPos::fd, and GridPos::idx.

Referenced by plevel_slope_2d(), plevel_slope_3d(), ppath_start_1d(), ppath_start_2d(), and ppath_start_3d().

◆ gridpos_1to1()

void gridpos_1to1	(	ArrayOfGridPos &	gp,
		ConstVectorView	grid
	)

gridpos_1to1

Creates a position array for a 1-to-1 mapping.

This function treats interpolaton back to the same grid. The function matches: gridpos( gp, grid, grid ), but is faster.

The function gives gp correct size.

Return values

gp	Array of GridPos structure.

Parameters

old_grid The grid.

Author: Patrick Eriksson

Date: 2012-06-22

Definition at line 488 of file interpolation.cc.

References ConstVectorView::nelem().

Referenced by rte_pos2gridpos().

◆ gridpos_check_fd()

void gridpos_check_fd ( GridPos & gp )

gridpos_check_fd

Checks that the fractional distances have a value in the range [0,1].

This function can be used when you are sure that the fractional distances have been calculated correctly, but the limited numerical precision can give values below 0 or above 1.

Return values

gp	Grid position structure.

Author: Patrick Eriksson

Date: 2002-05-21

Definition at line 559 of file interpolation.cc.

References GridPos::fd, and FD_TOL.

Referenced by ppath_end_1d(), ppath_end_2d(), ppath_end_3d(), and ppath_start_stepping().

◆ gridpos_copy()

void gridpos_copy	(	GridPos &	gp_new,
		const GridPos &	gp_old
	)

gridpos_copy

Copies the content of a GridPos structure.

Return values

gp_new The GridPos structure to be filled.

Parameters

gp_old The GridPos structure to be copied.

Author: Patrick Eriksson

Date: 2002-09-17

Definition at line 517 of file interpolation.cc.

References GridPos::fd, and GridPos::idx.

Referenced by get_ppath_ext(), gridpos(), interp_atmfield_by_gp(), interp_atmsurface_by_gp(), interp_cloudfield_gp2itw(), iy_auxFillParticleVariables(), ppath_append(), ppath_copy(), ppath_start_stepping(), ppathFromRtePos2(), z_at_lat_2d(), and z_at_latlon().

◆ gridpos_force_end_fd()

void gridpos_force_end_fd	(	GridPos &	gp,
		const Index &	n
	)

gridpos_force_end_fd

Forces that the fractional distances is set to OK with respect to interpolation.

This function can be called when it is known that a position is exactly on a grid point. The fractional distance of the grid position is then 0 or 1, but rounding errors can give a slightly deviating value.

The fractional distance is set to 0, beside for end point of the complete grid range where is set to 1.

The difference between this function and gridpos_check_fd is that this function is only applicable for end points, while the other function can be called for every point.

Return values

gp	Grid position structure.

Parameters

n	Number of points of the grid.

Author: Patrick Eriksson

Date: 2002-05-22

Definition at line 602 of file interpolation.cc.

References GridPos::fd, and GridPos::idx.

Referenced by ppath_end_1d(), ppath_end_2d(), ppath_end_3d(), and ppath_start_2d().

◆ gridpos_upperend_check() [1/2]

void gridpos_upperend_check	(	GridPos &	gp,
		const Index &	ie
	)

gridpos_upperend_check

A function to handle the upper end after shifts of grid positions

The function ensures that a shift of grid positions not results in a too high gp.idx. That happens for positions exactly at the upper cloudbox boundaries.

Return values

gp	Grid position structure.

Parameters

ie	Index of upper limit, shifted

Author: Patrick Eriksson

Date: 2010-11-18

Definition at line 643 of file interpolation.cc.

References GridPos::fd, and GridPos::idx.

Referenced by cloud_atm_vars_by_gp(), cloud_ppath_update3D(), interp_cloud_coeff1D(), interp_cloudfield_gp2itw(), iy_interp_cloudbox_field(), and iyInterpCloudboxField2().

◆ gridpos_upperend_check() [2/2]

void gridpos_upperend_check	(	ArrayOfGridPos &	gp,
		const Index &	ie
	)

gridpos_upperend_check

A function to handle the upper end after shifts of grid positions

The function ensures that a shift of grid positions not results in a too high gp.idx. That happens for positions exactly at the upper cloudbox boundaries.

Return values

gp	Array of grid position structure.

Parameters

ie	Index of upper limit, shifted

Author: Patrick Eriksson

Date: 2011-02-28

Definition at line 671 of file interpolation.cc.

References Array< base >::nelem().

◆ interp() [1/17]

Numeric interp	(	ConstVectorView	itw,
		ConstVectorView	a,
		const GridPos &	tc
	)

Red 1D Interpolate.

"Red" interpolation returns just a scalar.

The dimension of itw must be consistent with the dimension of the interpolation (2^n).

Parameters

itw	Interpolation weights.
a	The field to interpolate.
tc	The grid position for the column dimension.

Returns: Interpolated value.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 1046 of file interpolation.cc.

References ConstVectorView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), ConstVectorView::sum(), and sum_check_epsilon.

Referenced by abs_lookupSetup(), abs_lookupSetupBatch(), abs_lookupTestAccMC(), abs_vecTransform(), antenna1d_matrix(), AntennaConstantGaussian1D(), atm_fields_compactAddSpecies(), AtmFieldsCalc(), AtmFieldsRefinePgrid(), IsotopologueRecord::CalculatePartitionFctAtTempFromData(), cia_interpolation(), cloud_ppath_update3D(), complex_n_interp(), defocusing_general_sub(), doit_i_fieldSetClearsky(), doit_scat_fieldCalcLimb(), ext_matTransform(), GasAbsLookup::Extract(), fos(), get_refr_index_1d(), get_refr_index_2d(), get_refr_index_3d(), GriddedFieldLatLonRegrid(), GriddedFieldPRegrid(), GriddedFieldZToPRegrid(), interp_atmfield_by_itw(), interp_atmsurface_by_itw(), interp_cloud_coeff1D(), interpolate_scat_angle(), interpolate_scat_angleDOIT(), interpTArray(), itw2p(), iy_interp_cloudbox_field(), iyInterpCloudboxField2(), jacobianCalcFreqShift(), jacobianCalcFreqStretch(), jacobianCalcPointingZaInterp(), mcPathTraceGeneral(), mcPathTraceIPA(), opt_prop_sptFromData(), opt_prop_sptFromMonoData(), opt_propExtract(), perturbation_field_1d(), perturbation_field_2d(), perturbation_field_3d(), pha_mat_singleExtract(), pha_mat_sptFromData(), pha_mat_sptFromDataDOITOpt(), pha_mat_sptFromMonoData(), pha_matTransform(), plevel_slope_3d(), pmomCalc(), pnd_fieldCalc(), pos2true_latlon(), ppath_start_stepping(), rte_pos2gridpos(), scat_data_array_monoCalc(), ScatteringMergeParticles1D(), sensor_summation_vector(), specular_losCalc(), surface_complex_refr_indexFromGriddedField5(), surface_reflectivityFromGriddedField6(), surface_scalar_reflectivityFromGriddedField4(), test01(), test04(), test05(), test06(), test07(), test08(), yCloudRadar(), z_at_lat_2d(), z_at_latlon(), z_fieldFromHSE(), and za_gridOpt().

◆ interp() [2/17]

Numeric interp	(	ConstVectorView	itw,
		ConstMatrixView	a,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 2D Interpolate.

"Red" interpolation returns just a scalar.

The dimension of itw must be consistent with the dimension of the interpolation (2^n).

Parameters

itw	Interpolation weights.
a	The field to interpolate.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Returns: Interpolated value.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 1089 of file interpolation.cc.

References ConstVectorView::get(), ConstMatrixView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), ConstVectorView::sum(), and sum_check_epsilon.

◆ interp() [3/17]

Numeric interp	(	ConstVectorView	itw,
		ConstTensor3View	a,
		const GridPos &	tp,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 3D Interpolate.

"Red" interpolation returns just a scalar.

The dimension of itw must be consistent with the dimension of the interpolation (2^n).

Parameters

itw	Interpolation weights.
a	The field to interpolate.
tp	The grid position for the page dimension.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Returns: Interpolated value.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 1136 of file interpolation.cc.

References ConstTensor3View::get(), ConstVectorView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), ConstVectorView::sum(), and sum_check_epsilon.

◆ interp() [4/17]

Numeric interp	(	ConstVectorView	itw,
		ConstTensor4View	a,
		const GridPos &	tb,
		const GridPos &	tp,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 4D Interpolate.

"Red" interpolation returns just a scalar.

The dimension of itw must be consistent with the dimension of the interpolation (2^n).

Parameters

itw	Interpolation weights.
a	The field to interpolate.
tb	The grid position for the book dimension.
tp	The grid position for the page dimension.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Returns: Interpolated value.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 1187 of file interpolation.cc.

References ConstTensor4View::get(), ConstVectorView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), ConstVectorView::sum(), and sum_check_epsilon.

◆ interp() [5/17]

Numeric interp	(	ConstVectorView	itw,
		ConstTensor5View	a,
		const GridPos &	ts,
		const GridPos &	tb,
		const GridPos &	tp,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 5D Interpolate.

"Red" interpolation returns just a scalar.

The dimension of itw must be consistent with the dimension of the interpolation (2^n).

Parameters

itw	Interpolation weights.
a	The field to interpolate.
ts	The grid position for the shelf dimension.
tb	The grid position for the book dimension.
tp	The grid position for the page dimension.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Returns: Interpolated value.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 1242 of file interpolation.cc.

References ConstTensor5View::get(), ConstVectorView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), ConstVectorView::sum(), and sum_check_epsilon.

◆ interp() [6/17]

Numeric interp	(	ConstVectorView	itw,
		ConstTensor6View	a,
		const GridPos &	tv,
		const GridPos &	ts,
		const GridPos &	tb,
		const GridPos &	tp,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 6D Interpolate.

"Red" interpolation returns just a scalar.

The dimension of itw must be consistent with the dimension of the interpolation (2^n).

Parameters

itw	Interpolation weights.
a	The field to interpolate.
tv	The grid position for the vitrine dimension.
ts	The grid position for the shelf dimension.
tb	The grid position for the book dimension.
tp	The grid position for the page dimension.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Returns: Interpolated value.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 1301 of file interpolation.cc.

References ConstVectorView::get(), ConstTensor6View::get(), GridPos::idx, is_same_within_epsilon(), is_size(), ConstVectorView::sum(), and sum_check_epsilon.

◆ interp() [7/17]

void interp	(	VectorView	ia,
		ConstMatrixView	itw,
		ConstVectorView	a,
		const ArrayOfGridPos &	cgp
	)

Interpolate 1D field.

For this 1D case there is no distinction between "blue" and "green" type interpolation.

The output vector ia must have the same length as the grid position vector cgp. And the dimension of itw must be consistent with this.

Return values

ia	Vector containing the interpolated field values.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1729 of file interpolation.cc.

References ConstVectorView::get(), ConstMatrixView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [8/17]

void interp	(	VectorView	ia,
		ConstMatrixView	itw,
		ConstMatrixView	a,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 2D field to a sequence of positions.

This performs a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The output vector ia also must have the same length. And the dimension of itw must be consistent with this.

This function can be easily distinguished from the other interpolation function (that creates an entire field of interpolated values), because of the dimension of ia and itw.

Return values

ia	Vector containing the interpolated field values.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1788 of file interpolation.cc.

References ConstMatrixView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [9/17]

void interp	(	VectorView	ia,
		ConstMatrixView	itw,
		ConstTensor3View	a,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 3D field to a sequence of positions.

This performs a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The output vector ia also must have the same length. And the dimension of itw must be consistent with this.

This function can be easily distinguished from the other interpolation function (that creates an entire field of interpolated values), because of the dimension of ia and itw.

Return values

ia	Vector containing the interpolated field values.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1853 of file interpolation.cc.

References ConstTensor3View::get(), ConstMatrixView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [10/17]

void interp	(	VectorView	ia,
		ConstMatrixView	itw,
		ConstTensor4View	a,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 4D field to a sequence of positions.

This performs a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The output vector ia also must have the same length. And the dimension of itw must be consistent with this.

This function can be easily distinguished from the other interpolation function (that creates an entire field of interpolated values), because of the dimension of ia and itw.

Return values

ia	Vector containing the interpolated field values.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1924 of file interpolation.cc.

References ConstTensor4View::get(), ConstMatrixView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [11/17]

void interp	(	VectorView	ia,
		ConstMatrixView	itw,
		ConstTensor5View	a,
		const ArrayOfGridPos &	sgp,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 5D field to a sequence of positions.

This performs a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The output vector ia also must have the same length. And the dimension of itw must be consistent with this.

This function can be easily distinguished from the other interpolation function (that creates an entire field of interpolated values), because of the dimension of ia and itw.

Return values

ia	Vector containing the interpolated field values.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
sgp	The grid position Array for the shelf dimension.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2001 of file interpolation.cc.

References ConstTensor5View::get(), ConstMatrixView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [12/17]

void interp	(	VectorView	ia,
		ConstMatrixView	itw,
		ConstTensor6View	a,
		const ArrayOfGridPos &	vgp,
		const ArrayOfGridPos &	sgp,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 6D field to a sequence of positions.

This performs a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The output vector ia also must have the same length. And the dimension of itw must be consistent with this.

This function can be easily distinguished from the other interpolation function (that creates an entire field of interpolated values), because of the dimension of ia and itw.

Return values

ia	Vector containing the interpolated field values.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
vgp	The grid position Array for the vitrine dimension.
sgp	The grid position Array for the shelf dimension.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2084 of file interpolation.cc.

References ConstTensor6View::get(), ConstMatrixView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [13/17]

void interp	(	MatrixView	ia,
		ConstTensor3View	itw,
		ConstMatrixView	a,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 2D field to another 2D field.

This performs a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

This function can be easily distinguished from the other interpolation function (that creates a sequence of interpolated values), because of the dimension of ia and itw.

The size of ia and itw in all dimensions must be consistent with the grid position Arrays.

Return values

ia	Interpolated field.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2521 of file interpolation.cc.

References ConstTensor3View::get(), ConstMatrixView::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [14/17]

void interp	(	Tensor3View	ia,
		ConstTensor4View	itw,
		ConstTensor3View	a,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 3D field to another 3D field.

This performs a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

This function can be easily distinguished from the other interpolation function (that creates a sequence of interpolated values), because of the dimension of ia and itw.

The size of ia and itw in all dimensions must be consistent with the grid position Arrays.

Return values

ia	Interpolated field.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2591 of file interpolation.cc.

References ConstTensor3View::get(), ConstTensor4View::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [15/17]

void interp	(	Tensor4View	ia,
		ConstTensor5View	itw,
		ConstTensor4View	a,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 4D field to another 4D field.

This performs a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

This function can be easily distinguished from the other interpolation function (that creates a sequence of interpolated values), because of the dimension of ia and itw.

The size of ia and itw in all dimensions must be consistent with the grid position Arrays.

Return values

ia	Interpolated field.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2671 of file interpolation.cc.

References ConstTensor4View::get(), ConstTensor5View::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), and sum_check_epsilon.

◆ interp() [16/17]

void interp	(	Tensor5View	ia,
		ConstTensor6View	itw,
		ConstTensor5View	a,
		const ArrayOfGridPos &	sgp,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 5D field to another 5D field.

This performs a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

This function can be easily distinguished from the other interpolation function (that creates a sequence of interpolated values), because of the dimension of ia and itw.

The size of ia and itw in all dimensions must be consistent with the grid position Arrays.

Return values

ia	Interpolated field.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
sgp	The grid position Array for the shelf dimension.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2760 of file interpolation.cc.

References ConstTensor5View::get(), ConstTensor6View::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), ns, and sum_check_epsilon.

◆ interp() [17/17]

void interp	(	Tensor6View	ia,
		ConstTensor7View	itw,
		ConstTensor6View	a,
		const ArrayOfGridPos &	vgp,
		const ArrayOfGridPos &	sgp,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Interpolate 6D field to another 6D field.

This performs a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

This function can be easily distinguished from the other interpolation function (that creates a sequence of interpolated values), because of the dimension of ia and itw.

The size of ia and itw in all dimensions must be consistent with the grid position Arrays.

Return values

ia	Interpolated field.

Parameters

itw	Interpolation weights.
a	The field to interpolate.
vgp	The grid position Array for the vitrine dimension.
sgp	The grid position Array for the shelf dimension.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2858 of file interpolation.cc.

References ConstTensor6View::get(), ConstTensor7View::get(), GridPos::idx, is_same_within_epsilon(), is_size(), joker, Array< base >::nelem(), ns, and sum_check_epsilon.

◆ interp_poly()

Numeric interp_poly	(	ConstVectorView	x,
		ConstVectorView	y,
		const Numeric &	x_i,
		const GridPos &	gp
	)

Polynomial interpolation.

This function performs a polynomial interpolation. Given two vectors x, y the value of y corresponding to x_i is returned. The function uses the common gridpositions (which are also used for linear interpolation).

Parameters

x	original grid
y	values corresponding to x-values
x_i	a value x, for which the corresponding y value is requested
gp	grid position of x_i in relation to x

Returns: interpolated value

Author: Claudia Emde

Date: 2004-03-17

Definition at line 2955 of file interpolation.cc.

References arts_exit(), GridPos::fd, GridPos::idx, ConstVectorView::nelem(), and polint().

Referenced by doit_scat_fieldCalcLimb(), interp_cloud_coeff1D(), iy_interp_cloudbox_field(), test07(), and za_gridOpt().

◆ interpweights() [1/17]

void interpweights	(	VectorView	itw,
		const GridPos &	tc
	)

Red 1D interpolation weights.

"Red" interpolation returns just a scalar, so the weights are stored in a Vector.

The length of itw must be consistent with the dimension of the field to be interpolated (2^n).

Return values

itw	Interpolation weights.

Parameters

tc	The grid position for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 802 of file interpolation.cc.

References VectorView::get(), is_size(), and LOOPIT.

Referenced by abs_lookupSetup(), abs_lookupSetupBatch(), abs_lookupTestAccMC(), abs_vecTransform(), antenna1d_matrix(), AntennaConstantGaussian1D(), atm_fields_compactAddSpecies(), AtmFieldsCalc(), AtmFieldsRefinePgrid(), IsotopologueRecord::CalculatePartitionFctAtTempFromData(), cia_interpolation(), clear_rt_vars_at_gp(), cloud_atm_vars_by_gp(), cloud_ppath_update3D(), complex_n_interp(), defocusing_general_sub(), doit_i_fieldSetClearsky(), doit_scat_fieldCalcLimb(), ext_matTransform(), GasAbsLookup::Extract(), fos(), get_ppath_atmvars(), get_refr_index_1d(), get_refr_index_2d(), get_refr_index_3d(), GriddedFieldLatLonRegridHelper(), GriddedFieldPRegridHelper(), GriddedFieldZToPRegridHelper(), interp_atmfield_gp2itw(), interp_atmsurface_gp2itw(), interp_cloud_coeff1D(), interp_cloudfield_gp2itw(), interp_scat_angle_temperature(), SLIData2::interpolate(), interpolate_scat_angle(), interpTArray(), iy_interp_cloudbox_field(), iyInterpCloudboxField2(), jacobianCalcFreqShift(), jacobianCalcFreqStretch(), jacobianCalcPointingZaInterp(), mcPathTraceGeneral(), mcPathTraceIPA(), opt_prop_sptFromData(), opt_prop_sptFromMonoData(), opt_propExtract(), perturbation_field_1d(), perturbation_field_2d(), perturbation_field_3d(), pha_mat_singleExtract(), pha_mat_sptFromData(), pha_mat_sptFromDataDOITOpt(), pha_mat_sptFromMonoData(), pha_matTransform(), plevel_slope_3d(), pmomCalc(), pnd_fieldCalc(), pos2true_latlon(), ppath_start_stepping(), rte_pos2gridpos(), scat_data_array_monoCalc(), ScatteringMergeParticles1D(), sensor_responseFillFgrid(), sensor_summation_vector(), specular_losCalc(), surface_complex_refr_indexFromGriddedField5(), surface_reflectivityFromGriddedField6(), surface_scalar_reflectivityFromGriddedField4(), test01(), test04(), test05(), test06(), test07(), test08(), yCloudRadar(), z_at_lat_2d(), z_at_latlon(), z_fieldFromHSE(), and za_gridOpt().

◆ interpweights() [2/17]

void interpweights	(	VectorView	itw,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 2D interpolation weights.

"Red" interpolation returns just a scalar, so the weights are stored in a Vector.

The length of itw must be consistent with the dimension of the field to be interpolated (2^n).

Return values

itw	Interpolation weights.

Parameters

tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 860 of file interpolation.cc.

References VectorView::get(), is_size(), and LOOPIT.

◆ interpweights() [3/17]

void interpweights	(	VectorView	itw,
		const GridPos &	tp,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 3D interpolation weights.

"Red" interpolation returns just a scalar, so the weights are stored in a Vector.

The length of itw must be consistent with the dimension of the field to be interpolated (2^n).

Return values

itw	Interpolation weights.

Parameters

tp	The grid position for the page dimension.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 892 of file interpolation.cc.

References VectorView::get(), is_size(), and LOOPIT.

◆ interpweights() [4/17]

void interpweights	(	VectorView	itw,
		const GridPos &	tb,
		const GridPos &	tp,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 4D interpolation weights.

"Red" interpolation returns just a scalar, so the weights are stored in a Vector.

The length of itw must be consistent with the dimension of the field to be interpolated (2^n).

Return values

itw	Interpolation weights.

Parameters

tb	The grid position for the book dimension.
tp	The grid position for the page dimension.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 927 of file interpolation.cc.

References VectorView::get(), is_size(), and LOOPIT.

◆ interpweights() [5/17]

void interpweights	(	VectorView	itw,
		const GridPos &	ts,
		const GridPos &	tb,
		const GridPos &	tp,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 5D interpolation weights.

"Red" interpolation returns just a scalar, so the weights are stored in a Vector.

The length of itw must be consistent with the dimension of the field to be interpolated (2^n).

Return values

itw	Interpolation weights.

Parameters

ts	The grid position for the shelf dimension.
tb	The grid position for the book dimension.
tp	The grid position for the page dimension.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 965 of file interpolation.cc.

References VectorView::get(), is_size(), and LOOPIT.

◆ interpweights() [6/17]

void interpweights	(	VectorView	itw,
		const GridPos &	tv,
		const GridPos &	ts,
		const GridPos &	tb,
		const GridPos &	tp,
		const GridPos &	tr,
		const GridPos &	tc
	)

Red 6D interpolation weights.

"Red" interpolation returns just a scalar, so the weights are stored in a Vector.

The length of itw must be consistent with the dimension of the field to be interpolated (2^n).

Return values

itw	Interpolation weights.

Parameters

tv	The grid position for the vitrine dimension.
ts	The grid position for the shelf dimension.
tb	The grid position for the book dimension.
tp	The grid position for the page dimension.
tr	The grid position for the row dimension.
tc	The grid position for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri Jun 28 10:53:32 2002

Definition at line 1006 of file interpolation.cc.

References VectorView::get(), is_size(), and LOOPIT.

◆ interpweights() [7/17]

void interpweights	(	MatrixView	itw,
		const ArrayOfGridPos &	cgp
	)

Compute 1D interpolation weights.

For this 1D case there is no distinction between "blue" and "green" type interpolation.

The dimensions of itw must be consistent with cgp.

Note that we still do not need the actual field for this step.

Return values

itw	Interpolation weights.

Parameters

cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1363 of file interpolation.cc.

References MatrixView::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [8/17]

void interpweights	(	MatrixView	itw,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 2D interpolation weights for a sequence of positions.

Compute the weights for a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The dimensions of itw must be also consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Matrix, whereas in the other case it is a Tensor with one more dimension than there are input grid position Arrays.

Return values

itw	Interpolation weights.

Parameters

rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1436 of file interpolation.cc.

References MatrixView::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [9/17]

void interpweights	(	MatrixView	itw,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 3D interpolation weights for a sequence of positions.

Compute the weights for a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The dimensions of itw must be also consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Matrix, whereas in the other case it is a Tensor with one more dimension than there are input grid position Arrays.

Return values

itw	Interpolation weights.

Parameters

pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1493 of file interpolation.cc.

References MatrixView::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [10/17]

void interpweights	(	MatrixView	itw,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 4D interpolation weights for a sequence of positions.

Compute the weights for a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The dimensions of itw must be also consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Matrix, whereas in the other case it is a Tensor with one more dimension than there are input grid position Arrays.

Return values

itw	Interpolation weights.

Parameters

bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1547 of file interpolation.cc.

References MatrixView::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [11/17]

void interpweights	(	MatrixView	itw,
		const ArrayOfGridPos &	sgp,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 5D interpolation weights for a sequence of positions.

Compute the weights for a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The dimensions of itw must be also consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Matrix, whereas in the other case it is a Tensor with one more dimension than there are input grid position Arrays.

Return values

itw	Interpolation weights.

Parameters

sgp	The grid position Array for the shelf dimension.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1606 of file interpolation.cc.

References MatrixView::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [12/17]

void interpweights	(	MatrixView	itw,
		const ArrayOfGridPos &	vgp,
		const ArrayOfGridPos &	sgp,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 6D interpolation weights for a sequence of positions.

Compute the weights for a "blue" type interpolation of the field, that means that the grid position Arrays are interpreted as defining a sequence of positions. ALL GRID POSITION ARRAYS MUST HAVE THE SAME LENGTH!

The dimensions of itw must be also consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Matrix, whereas in the other case it is a Tensor with one more dimension than there are input grid position Arrays.

Return values

itw	Interpolation weights.

Parameters

vgp	The grid position Array for the vitrine dimension.
sgp	The grid position Array for the shelf dimension.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 1670 of file interpolation.cc.

References MatrixView::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [13/17]

void interpweights	(	Tensor3View	itw,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 2D interpolation weights for an entire field.

Compute the weights for a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

The dimensions of itw must be consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Tensor with one more dimension than the number of grid position Arrays.

Return values

itw	Interpolation weights

Parameters

rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2172 of file interpolation.cc.

References Tensor3View::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [14/17]

void interpweights	(	Tensor4View	itw,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 3D interpolation weights for an entire field.

Compute the weights for a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

The dimensions of itw must be consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Tensor with one more dimension than the number of grid position Arrays.

Return values

itw	Interpolation weights

Parameters

pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2234 of file interpolation.cc.

References Tensor4View::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [15/17]

void interpweights	(	Tensor5View	itw,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 4D interpolation weights for an entire field.

Compute the weights for a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

The dimensions of itw must be consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Tensor with one more dimension than the number of grid position Arrays.

Return values

itw	Interpolation weights

Parameters

bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2295 of file interpolation.cc.

References Tensor5View::get(), is_size(), LOOPIT, and Array< base >::nelem().

◆ interpweights() [16/17]

void interpweights	(	Tensor6View	itw,
		const ArrayOfGridPos &	sgp,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 5D interpolation weights for an entire field.

Compute the weights for a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

The dimensions of itw must be consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Tensor with one more dimension than the number of grid position Arrays.

Return values

itw	Interpolation weights

Parameters

sgp	The grid position Array for the shelf dimension.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2364 of file interpolation.cc.

References Tensor6View::get(), is_size(), LOOPIT, Array< base >::nelem(), and ns.

◆ interpweights() [17/17]

void interpweights	(	Tensor7View	itw,
		const ArrayOfGridPos &	vgp,
		const ArrayOfGridPos &	sgp,
		const ArrayOfGridPos &	bgp,
		const ArrayOfGridPos &	pgp,
		const ArrayOfGridPos &	rgp,
		const ArrayOfGridPos &	cgp
	)

Compute 6D interpolation weights for an entire field.

Compute the weights for a "green" type interpolation of the field, that means that the grid position Arrays are interpreted as defining the grids for the interpolated field.

The dimensions of itw must be consistent with this.

Note that we still do not need the actual field for this step.

This function can be easily distinguished from the other interpweights function (for "green" interpolation), because the output is a Tensor with one more dimension than the number of grid position Arrays.

Return values

itw	Interpolation weights

Parameters

vgp	The grid position Array for the vitrine dimension.
sgp	The grid position Array for the shelf dimension.
bgp	The grid position Array for the book dimension.
pgp	The grid position Array for the page dimension.
rgp	The grid position Array for the row dimension.
cgp	The grid position Array for the column dimension.

Author: Stefan Buehler sbueh.nosp@m.ler@.nosp@m.ltu.s.nosp@m.e

Date: Fri May 3 08:55:51 2002

Definition at line 2441 of file interpolation.cc.

References Tensor7View::get(), is_size(), LOOPIT, Array< base >::nelem(), and ns.

◆ is_gridpos_at_index_i()

bool is_gridpos_at_index_i	(	const GridPos &	gp,
		const Index &	i,
		const bool &	strict
	)

is_gridpos_at_index_i

Determines if a grid position is at a given grid index.

Returns: True if at index i, else false.

Parameters

gp	Grid position structure.
i	The grid index of interest.
strict	If true, fractional distances are demanded to be exactly 0 or 1. Otherwise FD_TOL is considered.

Author: Patrick Eriksson

Date: 2002-05-22

Definition at line 702 of file interpolation.cc.

References GridPos::fd, FD_TOL, and GridPos::idx.

Referenced by iy_interp_cloudbox_field(), ppath_calc(), ppath_start_2d(), and ppath_start_3d().

◆ operator<<()

ostream& operator<<	(	ostream &	os,
		const GridPos &	gp
	)

Output operator for GridPos.

This is just intended for testing and debugging.

Parameters

os	Output stream.
gp	Grid position.

Returns: The output stream.

Definition at line 105 of file interpolation.cc.

References GridPos::fd, and GridPos::idx.

◆ polint()

void polint	(	Numeric &	y_int,
		Numeric &	dy_int,
		ConstVectorView	xa,
		ConstVectorView	ya,
		const Index &	n,
		const Numeric &	x
	)

Polynomial interpolation.

This function performs a polinomial interpolation. Given arrays xa(n) and ya(n), and a given value x, this function returns a value y and an error estimate dy. This function is (almost) copied from: Numerical Recipies in C, pages 108-110.

Parameters

y_int	interpolated value
dy_int	error estimate
xa	original grid (n elements)
ya	corresponding values (n elements)
n	order of polynom
x	requested grid point

Returns: interpolated value

Author: Claudia Emde

Date: 2004-03-12

Definition at line 3141 of file interpolation.cc.

References abs, ns, and w().

Referenced by interp_poly().

Variable Documentation

◆ FD_TOL

const Numeric FD_TOL = 1.5e-3

Allowed tolerance for fractional distance values.

Fractional distances are not allowed to be negative or exceed 1 above the set tolerance. Values deviating less than the tolerance from 0 and 1 will be treated as end points, if such a check is performed.

We cannot use a sharp comparison there, due to numerical noise. The value of 1e-3 is an ad-hoc value.

Definition at line 76 of file interpolation.cc.

Referenced by gridpos_check_fd(), and is_gridpos_at_index_i().

◆ sum_check_epsilon

const Numeric sum_check_epsilon = 1e-6

The maximum difference from 1 that we allow for a sum check.

The sum check makes sure that the sum of all weights is approximately 1.

We cannot use a sharp comparison there, due to numerical noise. The value of 1e-6 is an ad-hoc value.

This shold be ok, the main point of the test is to make sure that what we have really are interpolation weights, and not something else.

Definition at line 63 of file interpolation.cc.

Referenced by interp().

Macros

Functions

Variables

Detailed Description

Macro Definition Documentation

◆ LOOPIT

Function Documentation

◆ fractional_gp()

◆ gridpos() [1/2]

◆ gridpos() [2/2]

◆ gridpos2gridrange()

◆ gridpos_1to1()

◆ gridpos_check_fd()

◆ gridpos_copy()

◆ gridpos_force_end_fd()

◆ gridpos_upperend_check() [1/2]

◆ gridpos_upperend_check() [2/2]

◆ interp() [1/17]

◆ interp() [2/17]

◆ interp() [3/17]

◆ interp() [4/17]

◆ interp() [5/17]

◆ interp() [6/17]

◆ interp() [7/17]

◆ interp() [8/17]

◆ interp() [9/17]

◆ interp() [10/17]

◆ interp() [11/17]

◆ interp() [12/17]

◆ interp() [13/17]

◆ interp() [14/17]

◆ interp() [15/17]

◆ interp() [16/17]

◆ interp() [17/17]

◆ interp_poly()

◆ interpweights() [1/17]

◆ interpweights() [2/17]

◆ interpweights() [3/17]

◆ interpweights() [4/17]

◆ interpweights() [5/17]

◆ interpweights() [6/17]

◆ interpweights() [7/17]

◆ interpweights() [8/17]

◆ interpweights() [9/17]

◆ interpweights() [10/17]

◆ interpweights() [11/17]

◆ interpweights() [12/17]

◆ interpweights() [13/17]

◆ interpweights() [14/17]

◆ interpweights() [15/17]

◆ interpweights() [16/17]

◆ interpweights() [17/17]

◆ is_gridpos_at_index_i()

◆ operator<<()

◆ polint()

Variable Documentation

◆ FD_TOL

◆ sum_check_epsilon