Ejemplo n.º 1
0
//---------------------------------------------------------
bool DLG_Get_FILE_Filter_GDAL_Read(int Type, wxString &Filter)
{
	bool		bResult;
	CSG_Table	Formats;

	SG_UI_ProgressAndMsg_Lock(true);

	SG_RUN_TOOL(bResult, "io_gdal", 10,	// GDAL Formats
		SG_TOOL_PARAMETER_SET("FORMATS"   , &Formats)
	&&	SG_TOOL_PARAMETER_SET("TYPE"      , Type    )	// all (rasters and vectors)
	&&	SG_TOOL_PARAMETER_SET("ACCESS"    , 0       )	// read
	&&	SG_TOOL_PARAMETER_SET("RECOGNIZED", true    )	// add an entry for all recognized files
	);

	SG_UI_ProgressAndMsg_Lock(false);

	if( bResult && Formats.Get_Count() > 0 )
	{
		Filter	+= Formats[Formats.Get_Count() - 1].asString(2);

		Filter.Replace("*.sdat;", "");	// we go for *.sgrd
		Filter.Replace("*.xml;" , "");	// too much noise
	}

	return( bResult );
}
//---------------------------------------------------------
bool COGR_Export_KML::On_Execute(void)
{
	CSG_Shapes	Shapes, *pShapes	= Parameters("SHAPES")->asShapes();

	//-----------------------------------------------------
	if( pShapes->Get_Projection().Get_Type() == SG_PROJ_TYPE_CS_Undefined )
	{
		Message_Add(_TL("layer uses undefined coordinate system, assuming geographic coordinates"));
	}
	else if( pShapes->Get_Projection().Get_Type() != SG_PROJ_TYPE_CS_Geographic )
	{
		Message_Fmt("\n%s (%s: %s)\n", _TL("re-projection to geographic coordinates"), _TL("original"), pShapes->Get_Projection().Get_Name().c_str());

		bool	bResult;

		SG_RUN_TOOL(bResult, "pj_proj4", 2,
				SG_TOOL_PARAMETER_SET("SOURCE"   , pShapes)
			&&	SG_TOOL_PARAMETER_SET("TARGET"   , &Shapes)
			&&	SG_TOOL_PARAMETER_SET("CRS_PROJ4", SG_T("+proj=longlat +ellps=WGS84 +datum=WGS84"))
		);

		if( bResult )
		{
			pShapes	= &Shapes;

			Message_Fmt("\n%s: %s\n", _TL("re-projection"), _TL("success"));
		}
		else
		{
			Message_Fmt("\n%s: %s\n", _TL("re-projection"), _TL("failed" ));
		}
	}

	//-----------------------------------------------------
	CSG_OGR_DataSet	DataSource;

	if( !DataSource.Create(Parameters("FILE")->asString(), "KML") )
	{
		Error_Set(_TL("KML file creation failed"));

		return( false );
	}

	if( !DataSource.Write(pShapes) )
	{
		Error_Set(_TL("failed to store data"));

		return( false );
	}

	return( true );
}
Ejemplo n.º 3
0
//---------------------------------------------------------
bool CPanSharp_PCA::On_Execute(void)
{
	//-----------------------------------------------------
	bool			bResult;
	CSG_Parameters	Tool_Parms;
	CSG_Table		Eigen;

	//-----------------------------------------------------
	// get the principal components for the low resolution bands

	SG_RUN_TOOL_KEEP_PARMS(bResult, "statistics_grid", 8, Tool_Parms,
			SG_TOOL_PARAMETER_SET("GRIDS"     , Parameters("GRIDS" ))
		&&	SG_TOOL_PARAMETER_SET("METHOD"    , Parameters("METHOD"))
		&&	SG_TOOL_PARAMETER_SET("EIGEN"     , &Eigen)
		&&	SG_TOOL_PARAMETER_SET("COMPONENTS", 0)	// get all components
	);

	if( !bResult )
	{
		return( false );
	}

	//-----------------------------------------------------
	CSG_Parameter_Grid_List	*pPCA	= Tool_Parms.Get_Parameter("PCA")->asGridList();

	int			i, n	= pPCA->Get_Grid_Count();

	CSG_Grid	*PCA	= new CSG_Grid[n];
	CSG_Grid	*pPan	= Parameters("PAN")->asGrid();

	//-----------------------------------------------------
	// replace first principal component with the high resolution panchromatic band

	Process_Set_Text(_TL("Replace first PC with PAN"));

	double	Offset_Pan, Offset, Scale;

	if( Parameters("PAN_MATCH")->asInt() == 0 )	// scale PAN band to fit first PC histogram
	{
		Offset_Pan	= pPan->Get_Min();
		Offset		= pPCA->Get_Grid(0)->Get_Min();
		Scale		= pPCA->Get_Grid(0)->Get_Range() / pPan->Get_Range();
	}
	else
	{
		Offset_Pan	= pPan->Get_Mean();
		Offset		= pPCA->Get_Grid(0)->Get_Mean();
		Scale		= pPCA->Get_Grid(0)->Get_StdDev() / pPan->Get_StdDev();
	}

	PCA[0].Create(Get_System());

	for(int y=0; y<Get_NY() && Set_Progress(y); y++)
	{
		#pragma omp parallel for
		for(int x=0; x<Get_NX(); x++)
		{
			if( pPan->is_NoData(x, y) )
			{
				PCA[0].Set_NoData(x, y);
			}
			else
			{
				PCA[0].Set_Value(x, y, Offset + Scale * (pPan->asDouble(x, y) - Offset_Pan));
			}
		}
	}

	//-----------------------------------------------------
	// resample all other PCs to match the high resolution of the PAN band

	TSG_Grid_Resampling	Resampling	= Get_Resampling(Parameters("RESAMPLING")->asInt());

	for(i=1; i<n; i++)
	{
		Process_Set_Text("%s: %s ...", _TL("Resampling"), pPCA->Get_Grid(i)->Get_Name());

		PCA[i].Create(Get_System());
		PCA[i].Assign(pPCA->Get_Grid(i), Resampling);

		delete(pPCA->Get_Grid(i));	// PCA tool was unmanaged, so we have to delete the output
	}

	delete(pPCA->Get_Grid(0));

	pPCA->Del_Items();

	for(i=0; i<n; i++)
	{
		pPCA->Add_Item(&PCA[i]);
	}

	//-----------------------------------------------------
	// inverse principal component rotation for the high resolution bands

	SG_RUN_TOOL_KEEP_PARMS(bResult, "statistics_grid", 10, Tool_Parms,
			SG_TOOL_PARAMETER_SET("PCA"  , Tool_Parms("PCA"))
		&&	SG_TOOL_PARAMETER_SET("GRIDS", Parameters("SHARPEN"))
		&&	SG_TOOL_PARAMETER_SET("EIGEN", &Eigen)
	);

	delete[](PCA);

	if( !bResult )
	{
		return( false );
	}

	CSG_Parameter_Grid_List	*pHiRes	= Parameters("SHARPEN")->asGridList();
	CSG_Parameter_Grid_List	*pLoRes	= Parameters("GRIDS"  )->asGridList();
	CSG_Parameter_Grid_List	*pGrids	= Tool_Parms("GRIDS"  )->asGridList();

	if( !Parameters("OVERWRITE")->asBool() )
	{
		pHiRes->Del_Items();
	}

	for(i=0; i<pLoRes->Get_Grid_Count() && i<pGrids->Get_Grid_Count(); i++)
	{
		if( pHiRes->Get_Grid(i) )
		{
			pHiRes->Get_Grid(i)->Assign(pGrids->Get_Grid(i));

			delete(pGrids->Get_Grid(i));
		}
		else
		{
			pHiRes->Add_Item(pGrids->Get_Grid(i));
		}

		pHiRes->Get_Grid(i)->Set_Name(pLoRes->Get_Grid(i)->Get_Name());
	}

	return( true );
}
Ejemplo n.º 4
0
//---------------------------------------------------------
bool CSG_Shapes::Create(const CSG_String &File_Name)
{
	Destroy();

	SG_UI_Msg_Add(CSG_String::Format("%s: %s...", _TL("Load shapes"), File_Name.c_str()), true);

	//-----------------------------------------------------
	bool	bResult	= File_Name.BeforeFirst(':').Cmp("PGSQL") && SG_File_Exists(File_Name) && _Load_ESRI(File_Name);

	if( bResult )
	{
		Set_File_Name(File_Name, true);
	}

	//-----------------------------------------------------
	else if( File_Name.BeforeFirst(':').Cmp("PGSQL") == 0 )	// database source
	{
		CSG_String	s(File_Name);

		s	= s.AfterFirst(':');	CSG_String	Host  (s.BeforeFirst(':'));
		s	= s.AfterFirst(':');	CSG_String	Port  (s.BeforeFirst(':'));
		s	= s.AfterFirst(':');	CSG_String	DBName(s.BeforeFirst(':'));
		s	= s.AfterFirst(':');	CSG_String	Table (s.BeforeFirst(':'));

		CSG_Tool	*pTool	= SG_Get_Tool_Library_Manager().Get_Tool("db_pgsql", 0);	// CGet_Connections

		if(	pTool != NULL )
		{
			SG_UI_ProgressAndMsg_Lock(true);

			//---------------------------------------------
			CSG_Table	Connections;
			CSG_String	Connection	= DBName + " [" + Host + ":" + Port + "]";

			pTool->Settings_Push();

			if( pTool->On_Before_Execution() && SG_TOOL_PARAMETER_SET("CONNECTIONS", &Connections) && pTool->Execute() )	// CGet_Connections
			{
				for(int i=0; !bResult && i<Connections.Get_Count(); i++)
				{
					if( !Connection.Cmp(Connections[i].asString(0)) )
					{
						bResult	= true;
					}
				}
			}

			pTool->Settings_Pop();

			//---------------------------------------------
			if( bResult && (bResult = (pTool = SG_Get_Tool_Library_Manager().Get_Tool("db_pgsql", 20)) != NULL) == true )	// CPGIS_Shapes_Load
			{
				pTool->Settings_Push();

				bResult	= pTool->On_Before_Execution()
					&& SG_TOOL_PARAMETER_SET("CONNECTION", Connection)
					&& SG_TOOL_PARAMETER_SET("TABLES"    , Table)
					&& SG_TOOL_PARAMETER_SET("SHAPES"    , this)
					&& pTool->Execute();

				pTool->Settings_Pop();
			}

			SG_UI_ProgressAndMsg_Lock(false);
		}
	}

	//-----------------------------------------------------
	if( bResult )
	{
		Set_Modified(false);
		Set_Update_Flag();

		SG_UI_Process_Set_Ready();
		SG_UI_Msg_Add(_TL("okay"), false, SG_UI_MSG_STYLE_SUCCESS);

		return( true );
	}

	for(int iShape=Get_Count()-1; iShape>=0; iShape--)	// be kind, keep at least those shapes that have been loaded successfully
	{
		if( !Get_Shape(iShape)->is_Valid() )
		{
			Del_Shape(iShape);
		}
	}

	if( Get_Count() <= 0 )
	{
		Destroy();
	}

	SG_UI_Process_Set_Ready();
	SG_UI_Msg_Add(_TL("failed"), false, SG_UI_MSG_STYLE_FAILURE);

	return( false );
}
//---------------------------------------------------------
bool CWaterRetentionCapacity::On_Execute(void)
{
	CSG_Shapes	*pInput		= Parameters("SHAPES")->asShapes();
	CSG_Shapes	*pOutput	= Parameters("OUTPUT")->asShapes();

	if( pInput->Get_Field_Count() < 5 )
	{
		Error_Set(_TL("Plot hole data has to provide at the very least five attributes (horizon depth, TF, L, Ar, Mo)."));

		return( false );
	}

	pOutput->Create(SHAPE_TYPE_Point, _TL("Water Retention Capacity"));

	pOutput->Add_Field("CCC"                     , SG_DATATYPE_Double);
	pOutput->Add_Field("CIL"                     , SG_DATATYPE_Double);
	pOutput->Add_Field("Permeability"            , SG_DATATYPE_Double);
	pOutput->Add_Field("Equivalent Moisture"     , SG_DATATYPE_Double);
	pOutput->Add_Field("Water Retention Capacity", SG_DATATYPE_Double);

	//-----------------------------------------------------
	CSG_Grid	*pDEM	= Parameters("DEM")->asGrid();

	CSG_Matrix	Data(5, pInput->Get_Field_Count() / 5);

	for(int iPoint=0; iPoint<pInput->Get_Count(); iPoint++)
	{
		CSG_Shape	*pPoint	= pInput->Get_Shape(iPoint);

		for(int iHorizon=0, n=0; iHorizon<Data.Get_NRows(); iHorizon++, n+=5)
		{
			for(int i=0; i<5; i++)
			{
				Data[iHorizon][i]	= pPoint->asDouble(n + i);
			}
		}

		double	Slope, Aspect;

		if( !pDEM->Get_Gradient(pPoint->Get_Point(0), Slope, Aspect, GRID_RESAMPLING_BSpline) )
		{
			Slope	= 0.0;
		}

		Get_WaterRetention(Data, 1. - tan(Slope), pOutput->Add_Shape(pPoint, SHAPE_COPY_GEOM));
	}

	//-----------------------------------------------------
	CSG_Grid	*pRetention	= Parameters("RETENTION")->asGrid();

	if( pRetention )
	{
		switch( Parameters("INTERPOL")->asInt() )
		{
		default:	// Multlevel B-Spline Interpolation
			SG_RUN_TOOL_ExitOnError("grid_spline", 4,
					SG_TOOL_PARAMETER_SET("SHAPES"           , pOutput)
				&&  SG_TOOL_PARAMETER_SET("FIELD"            , pOutput->Get_Field_Count() - 1)
				&&  SG_TOOL_PARAMETER_SET("TARGET_DEFINITION", 1)	// grid or grid system
				&&  SG_TOOL_PARAMETER_SET("TARGET_OUT_GRID"  , pRetention)
			);
			break;

		case  1:	// Inverse Distance Weighted
			SG_RUN_TOOL_ExitOnError("grid_gridding", 1,
					SG_TOOL_PARAMETER_SET("SHAPES"           , pOutput)
				&&  SG_TOOL_PARAMETER_SET("FIELD"            , pOutput->Get_Field_Count() - 1)
				&&  SG_TOOL_PARAMETER_SET("TARGET_DEFINITION", 1)	// grid or grid system
				&&  SG_TOOL_PARAMETER_SET("TARGET_OUT_GRID"  , pRetention)
				&&  SG_TOOL_PARAMETER_SET("SEARCH_RANGE"     , 1)	// global
				&&  SG_TOOL_PARAMETER_SET("SEARCH_POINTS_ALL", 1)	// all points within search distance
			);
			break;
		}

		if( Parameters("SLOPECORR")->asBool() )
		{
			#pragma omp parallel for
			for(int y=0; y<Get_NY(); y++)
			{
				for(int x=0; x<Get_NX(); x++)
				{
					if( !pRetention->is_NoData(x, y) )
					{
						double	Slope, Aspect;

						if( !pDEM->Get_Gradient(x, y, Slope, Aspect) )
						{
							Slope	= 0.0;
						}

						pRetention->Mul_Value(x, y, 1. - tan(Slope));
					}
				}
			}
		}
	}

	//-----------------------------------------------------
	return( true );
}
Ejemplo n.º 6
0
//---------------------------------------------------------
bool CPoint_Zonal_Multi_Grid_Regression::On_Execute(void)
{
	//-----------------------------------------------------
	CSG_Shapes	*pPoints		= Parameters("POINTS"    )->asShapes();
	CSG_Shapes	*pZones			= Parameters("ZONES"     )->asShapes();
	CSG_Grid	*pRegression	= Parameters("REGRESSION")->asGrid  ();

	pRegression->Assign_NoData();

	CSG_Grid	Regression(*Get_System(), SG_DATATYPE_Float);

	SG_UI_Progress_Lock(true);	// suppress dialogs from popping up

	for(int i=0; i<pZones->Get_Count() && Process_Get_Okay(); i++)
	{
		CSG_Shape_Polygon	*pZone	= (CSG_Shape_Polygon *)pZones->Get_Shape(i);

		//-------------------------------------------------
		// select all points located in current zone polygon

		bool	bResult;

		CSG_Shapes Zone(SHAPE_TYPE_Polygon);	Zone.Add_Shape(pZone);

		SG_RUN_TOOL(bResult, "shapes_tools", 5,	// select points by location
			   SG_TOOL_PARAMETER_SET("LOCATIONS", &Zone)
			&& SG_TOOL_PARAMETER_SET("SHAPES"   , pPoints)
		);

		if( !bResult )
		{
			SG_UI_Process_Set_Okay();	// don't stop overall work flow, if tool execution failed for current zone
		}
		else if( pPoints->Get_Selection_Count() > 0 )
		{
			//---------------------------------------------
			// copy selected points to a new (temporary) points layer

			CSG_Shapes	Selection;

			SG_RUN_TOOL(bResult, "shapes_tools", 6,	// copy selected points to a new layer
				   SG_TOOL_PARAMETER_SET("INPUT" , pPoints)
				&& SG_TOOL_PARAMETER_SET("OUTPUT", &Selection)
			);

			pPoints->asShapes()->Select();	// unselect everything from original points layer

			//---------------------------------------------
			// perform the regression analysis, regression grid for zone is temporary

			SG_RUN_TOOL(bResult, "statistics_regression", 1,	// multiple linear regression for points and predictor grids
				   SG_TOOL_PARAMETER_SET("PREDICTORS", Parameters("PREDICTORS"))
				&& SG_TOOL_PARAMETER_SET("REGRESSION", &Regression             )
				&& SG_TOOL_PARAMETER_SET("POINTS"    , &Selection              )
				&& SG_TOOL_PARAMETER_SET("ATTRIBUTE" , Parameters("ATTRIBUTE" ))
				&& SG_TOOL_PARAMETER_SET("RESAMPLING", Parameters("RESAMPLING"))
				&& SG_TOOL_PARAMETER_SET("COORD_X"   , Parameters("COORD_X"   ))
				&& SG_TOOL_PARAMETER_SET("COORD_Y"   , Parameters("COORD_Y"   ))
				&& SG_TOOL_PARAMETER_SET("INTERCEPT" , Parameters("INTERCEPT" ))
				&& SG_TOOL_PARAMETER_SET("METHOD"    , Parameters("METHOD"    ))
				&& SG_TOOL_PARAMETER_SET("P_VALUE"   , Parameters("P_VALUE"   ))
			);

			//---------------------------------------------
			// use zone polygon as mask for copying zonal regression result to final regression grid

			if( !bResult )
			{
				SG_UI_Process_Set_Okay();	// don't stop overall work flow, if tool execution failed for current zone
			}
			else
			{
				#pragma omp parallel for	// speed up using multiple processors
				for(int y=0; y<Get_NY(); y++)
				{
					for(int x=0; x<Get_NX(); x++)
					{
						if( !Regression.is_NoData(x, y) && pZone->Contains(Get_System()->Get_Grid_to_World(x, y)) )
						{
							pRegression->Set_Value(x, y, Regression.asDouble(x, y));
						}
					}
				}
			}
		}
	}

	//-----------------------------------------------------
	SG_UI_Progress_Lock(false);

	//-----------------------------------------------------
	Set_Residuals(pPoints, pRegression);

	//-----------------------------------------------------
	return( true );
}
//---------------------------------------------------------
bool CKriging_Regression::On_Execute(void)
{
	//-----------------------------------------------------
	CSG_Shapes	Points(SHAPE_TYPE_Point);

	CSG_Grid	*pPrediction	= Parameters("PREDICTION")->asGrid();
	CSG_Grid	*pRegression	= Parameters("REGRESSION")->asGrid();
	CSG_Grid	*pResiduals		= Parameters("RESIDUALS" )->asGrid();
	CSG_Grid	*pVariance		= Parameters("VARIANCE"  )->asGrid();

	//-----------------------------------------------------
	if( !pResiduals )
	{
		pResiduals	= pPrediction;
	}

	//-----------------------------------------------------
	SG_RUN_TOOL_ExitOnError("statistics_regression", 1,	// Multiple Regression Analysis (Points and Predictor Grids)
			SG_TOOL_PARAMETER_SET("PREDICTORS", Parameters("PREDICTORS"))
		&&	SG_TOOL_PARAMETER_SET("POINTS"    , Parameters("POINTS"    ))
		&&	SG_TOOL_PARAMETER_SET("ATTRIBUTE" , Parameters("FIELD"     ))
		&&	SG_TOOL_PARAMETER_SET("INFO_COEFF", Parameters("INFO_COEFF"))
		&&	SG_TOOL_PARAMETER_SET("INFO_MODEL", Parameters("INFO_MODEL"))
		&&	SG_TOOL_PARAMETER_SET("INFO_STEPS", Parameters("INFO_STEPS"))
		&&	SG_TOOL_PARAMETER_SET("RESAMPLING", Parameters("RESAMPLING"))
		&&	SG_TOOL_PARAMETER_SET("COORD_X"   , Parameters("COORD_X"   ))
		&&	SG_TOOL_PARAMETER_SET("COORD_Y"   , Parameters("COORD_Y"   ))
		&&	SG_TOOL_PARAMETER_SET("INTERCEPT" , Parameters("INTERCEPT" ))
		&&	SG_TOOL_PARAMETER_SET("METHOD"    , Parameters("METHOD"    ))
		&&	SG_TOOL_PARAMETER_SET("P_VALUE"   , Parameters("P_VALUE"   ))
		&&	SG_TOOL_PARAMETER_SET("REGRESSION", pRegression)
		&&	SG_TOOL_PARAMETER_SET("RESIDUALS" , &Points )
	);

	//-----------------------------------------------------
	CSG_Tool	*pK	= Parameters("KRIGING")->asInt() == 0 ? (CSG_Tool *)&m_SK : (CSG_Tool *)&m_OK;

	Process_Set_Text(pK->Get_Name());

	pK->Set_Manager(NULL);

	if( !pK->Set_Parameter("POINTS"           , &Points)
	||  !pK->Set_Parameter("FIELD"            , 2)	// residual
	||  !pK->Set_Parameter("LOG"              , Parameters("LOG"              ))
	||  !pK->Set_Parameter("BLOCK"            , Parameters("BLOCK"            ))
	||  !pK->Set_Parameter("DBLOCK"           , Parameters("DBLOCK"           ))
	||  !pK->Set_Parameter("SEARCH_RANGE"     , Parameters("SEARCH_RANGE"     ))
	||  !pK->Set_Parameter("SEARCH_RADIUS"    , Parameters("SEARCH_RADIUS"    ))
	||  !pK->Set_Parameter("SEARCH_POINTS_ALL", Parameters("SEARCH_POINTS_ALL"))
	||  !pK->Set_Parameter("SEARCH_POINTS_MIN", Parameters("SEARCH_POINTS_MIN"))
	||  !pK->Set_Parameter("SEARCH_POINTS_MAX", Parameters("SEARCH_POINTS_MAX"))
	||  !pK->Set_Parameter("SEARCH_DIRECTION" , Parameters("SEARCH_DIRECTION" ))
	||  !pK->Set_Parameter("TARGET_DEFINITION", 1)	// grid or grid system
	||  !pK->Set_Parameter("PREDICTION"       , pResiduals)
	||  !pK->Set_Parameter("VARIANCE"         , pVariance )

	|| (!SG_UI_Get_Window_Main() && (	// saga_cmd
	    !pK->Set_Parameter("VAR_MAXDIST"      , Parameters("VAR_MAXDIST"      ))
	||  !pK->Set_Parameter("VAR_NCLASSES"     , Parameters("VAR_NCLASSES"     ))
	||  !pK->Set_Parameter("VAR_NSKIP"        , Parameters("VAR_NSKIP"        ))
	||  !pK->Set_Parameter("VAR_MODEL"        , Parameters("VAR_MODEL"        )))) )
	{
		Error_Set(CSG_String::Format("%s [%s].[%s]", _TL("could not initialize tool"), _TL("statistics_regression"), pK->Get_Name().c_str()));

		return( false );
	}

	if( !pK->Execute() )
	{
		Error_Set(CSG_String::Format("%s [%s].[%s]", _TL("could not execute tool"   ), _TL("statistics_regression"), pK->Get_Name().c_str()));

		return( false );
	}

	//-----------------------------------------------------
	#pragma omp parallel for
	for(int y=0; y<Get_NY(); y++)
	{
		for(int x=0; x<Get_NX(); x++)
		{
			if( pRegression->is_NoData(x, y) || pResiduals->is_NoData(x, y) )
			{
				pPrediction->Set_NoData(x, y);
			}
			else
			{
				pPrediction->Set_Value(x, y, pRegression->asDouble(x, y) + pResiduals->asDouble(x, y));
			}
		}
	}

	//-----------------------------------------------------
	pRegression->Fmt_Name("%s.%s [%s]", Parameters("POINTS")->asShapes()->Get_Name(), Parameters("FIELD")->asString(), _TL("Regression"));
	pPrediction->Fmt_Name("%s.%s [%s]", Parameters("POINTS")->asShapes()->Get_Name(), Parameters("FIELD")->asString(), _TL("Prediction"));

	if( Parameters("RESIDUALS")->asGrid() )
	{
		pResiduals->Fmt_Name("%s.%s [%s]", Parameters("POINTS")->asShapes()->Get_Name(), Parameters("FIELD")->asString(), _TL("Residuals"));
	}

	if( pVariance )
	{
		pVariance ->Fmt_Name("%s.%s [%s]", Parameters("POINTS")->asShapes()->Get_Name(), Parameters("FIELD")->asString(), _TL("Quality"));
	}

	//-----------------------------------------------------
	return( true );
}
//---------------------------------------------------------
bool CGrid_PCA_Focal::On_Execute(void)
{
	int		i;

	//-----------------------------------------------------
	CSG_Grid_Cell_Addressor	Kernel;

	Kernel.Set_Radius(
		Parameters("KERNEL_RADIUS")->asInt(),
		Parameters("KERNEL_TYPE"  )->asInt() == 0
	);

	CSG_Parameter_Grid_List	*pPCA, *pGrids	= Parameters("BASE")->asGridList();

	pGrids->Del_Items();

	for(i=0; i<Kernel.Get_Count()-1; i++)
	{
		CSG_Grid	*pGrid	= SG_Create_Grid(Get_System());

		if( !pGrid )
		{
			Error_Set(_TL("failed to allocate memory"));

			for(i=0; i<pGrids->Get_Grid_Count(); i++)
			{
				delete(pGrids->Get_Grid(i));
			}

			pGrids->Del_Items();

			return( false );
		}

		pGrid->Fmt_Name("x(%d)-y(%d)", Kernel.Get_X(i + 1), Kernel.Get_Y(i + 1));

		pGrids->Add_Item(pGrid);
	}

	//-----------------------------------------------------
	CSG_Grid	*pGrid	= Parameters("GRID")->asGrid();

	for(int y=0; y<Get_NY() && Set_Progress(y); y++)
	{
		#pragma omp parallel for private(i)
		for(int x=0; x<Get_NX(); x++)
		{
			if( pGrid->is_NoData(x, y) )
			{
				for(i=0; i<pGrids->Get_Grid_Count(); i++)
				{
					pGrids->Get_Grid(i)->Set_NoData(x, y);
				}
			}
			else
			{
				double	z	= pGrid->asDouble(x, y);

				for(i=0; i<pGrids->Get_Grid_Count(); i++)
				{
					int	ix	= Kernel.Get_X(i + 1, x);
					int	iy	= Kernel.Get_Y(i + 1, y);

					pGrids->Get_Grid(i)->Set_Value(x, y, pGrid->is_InGrid(ix, iy) ? z - pGrid->asDouble(ix, iy) : 0.0);
				}
			}
		}
	}

	//-----------------------------------------------------
	bool	bResult;

	CSG_Parameters	PCA_Parms;

	SG_RUN_TOOL_KEEP_PARMS(bResult, "statistics_grid", 8, PCA_Parms,	// pca analysis for grids
			SG_TOOL_PARAMETER_SET("GRIDS"     , Parameters("BASE"      ))
		&&	SG_TOOL_PARAMETER_SET("METHOD"    , Parameters("METHOD"    ))
		&&	SG_TOOL_PARAMETER_SET("EIGEN"     , Parameters("EIGEN"     ))
		&&	SG_TOOL_PARAMETER_SET("COMPONENTS", Parameters("COMPONENTS")->asInt())
	);

	if( !Parameters("BASE_OUT")->asBool() )
	{
		for(i=0; i<pGrids->Get_Grid_Count(); i++)
		{
			delete(pGrids->Get_Grid(i));
		}

		pGrids->Del_Items();
	}

	//-----------------------------------------------------
	pGrids	= Parameters("PCA")->asGridList();
	pPCA	= PCA_Parms ("PCA")->asGridList();

	if( !Parameters("OVERWRITE")->asBool() || (pGrids->Get_Grid_Count() > 0 && !Get_System().is_Equal(pGrids->Get_Grid(0)->Get_System())) )
	{
		pGrids->Del_Items();
	}

	for(i=0; i<pPCA->Get_Grid_Count(); i++)
	{
		if( pGrids->Get_Grid(i) )
		{
			pGrids->Get_Grid(i)->Assign(pPCA->Get_Grid(i));

			delete(pPCA->Get_Grid(i));
		}
		else
		{
			pGrids->Add_Item(pPCA->Get_Grid(i));
		}

		pGrids->Get_Grid(i)->Fmt_Name("%s [PC%0*d]", pGrid->Get_Name(), pPCA->Get_Grid_Count() < 10 ? 1 : 2, i + 1);
	}

	//-----------------------------------------------------
	return( bResult );
}