📄 gsgrid_residuals.cpp
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///////////////////////////////////////////////////////////
// //
// SAGA //
// //
// System for Automated Geoscientific Analyses //
// //
// Module Library: //
// Geostatistics_Grid //
// //
//-------------------------------------------------------//
// //
// GSGrid_Residuals.cpp //
// //
// Copyright (C) 2003 by //
// Olaf Conrad //
// //
//-------------------------------------------------------//
// //
// This file is part of 'SAGA - System for Automated //
// Geoscientific Analyses'. SAGA is free software; you //
// can redistribute it and/or modify it under the terms //
// of the GNU General Public License as published by the //
// Free Software Foundation; version 2 of the License. //
// //
// SAGA is distributed in the hope that it will be //
// useful, but WITHOUT ANY WARRANTY; without even the //
// implied warranty of MERCHANTABILITY or FITNESS FOR A //
// PARTICULAR PURPOSE. See the GNU General Public //
// License for more details. //
// //
// You should have received a copy of the GNU General //
// Public License along with this program; if not, //
// write to the Free Software Foundation, Inc., //
// 59 Temple Place - Suite 330, Boston, MA 02111-1307, //
// USA. //
// //
//-------------------------------------------------------//
// //
// e-mail: oconrad@saga-gis.org //
// //
// contact: Olaf Conrad //
// Institute of Geography //
// University of Goettingen //
// Goldschmidtstr. 5 //
// 37077 Goettingen //
// Germany //
// //
///////////////////////////////////////////////////////////
//---------------------------------------------------------
///////////////////////////////////////////////////////////
// //
// //
// //
///////////////////////////////////////////////////////////
//---------------------------------------------------------
#include "GSGrid_Residuals.h"
///////////////////////////////////////////////////////////
// //
// //
// //
///////////////////////////////////////////////////////////
//---------------------------------------------------------
CGSGrid_Residuals::CGSGrid_Residuals(void)
{
//-----------------------------------------------------
// 1. Info...
Set_Name (_TL("Residual Analysis (Grid)"));
Set_Author (_TL("Copyrights (c) 2003 by Olaf Conrad"));
Set_Description (_TW("Relations of each grid cell to its neighborhood. "
"Wilson & Gallant (2000) used this type of calculation in terrain analysis.\n"
"\n"
"Reference:\n"
"- Wilson, J.P., Gallant, J.C., (Eds.), 2000: "
"'Terrain analysis - principles and applications', "
"New York, John Wiley & Sons, Inc.\n"
));
//-----------------------------------------------------
// 2. Parameters...
Parameters.Add_Grid( NULL, "INPUT" , _TL("Grid") , _TL(""), PARAMETER_INPUT);
Parameters.Add_Grid( NULL, "MEAN" , _TL("Mean Value") , _TL(""), PARAMETER_OUTPUT);
Parameters.Add_Grid( NULL, "DIFF" , _TL("Difference from Mean Value") , _TL(""), PARAMETER_OUTPUT);
Parameters.Add_Grid( NULL, "STDDEV" , _TL("Standard Deviation") , _TL(""), PARAMETER_OUTPUT);
Parameters.Add_Grid( NULL, "RANGE" , _TL("Value Range") , _TL(""), PARAMETER_OUTPUT);
Parameters.Add_Grid( NULL, "DEVMEAN" , _TL("Deviation from Mean Value") , _TL(""), PARAMETER_OUTPUT);
Parameters.Add_Grid( NULL, "PERCENTILE" , _TL("Percentile") , _TL(""), PARAMETER_OUTPUT);
Parameters.Add_Value( NULL, "RADIUS" , _TL("Radius (Cells)") , _TL(""), PARAMETER_TYPE_Int, 7, 1, true);
}
//---------------------------------------------------------
CGSGrid_Residuals::~CGSGrid_Residuals(void)
{}
///////////////////////////////////////////////////////////
// //
// //
// //
///////////////////////////////////////////////////////////
//---------------------------------------------------------
bool CGSGrid_Residuals::On_Execute(void)
{
pInput = Parameters("INPUT") ->asGrid();
pMean = Parameters("MEAN") ->asGrid();
pDiff = Parameters("DIFF") ->asGrid();
pStdDev = Parameters("STDDEV") ->asGrid();
pRange = Parameters("RANGE") ->asGrid();
pDevMean = Parameters("DEVMEAN") ->asGrid();
pPercentile = Parameters("PERCENTILE") ->asGrid();
DataObject_Set_Colors(pDiff , 100, SG_COLORS_RED_GREY_BLUE, true);
DataObject_Set_Colors(pStdDev , 100, SG_COLORS_RED_GREY_BLUE, true);
DataObject_Set_Colors(pRange , 100, SG_COLORS_RED_GREY_BLUE, true);
DataObject_Set_Colors(pDevMean , 100, SG_COLORS_RED_GREY_BLUE, true);
DataObject_Set_Colors(pPercentile , 100, SG_COLORS_RED_GREY_BLUE, true);
//-----------------------------------------------------
m_Radius.Create(Parameters("RADIUS")->asInt() + 1);
Values = (double *)malloc(m_Radius.Get_nPoints() * sizeof(double));
//-----------------------------------------------------
for(int y=0; y<Get_NY() && Set_Progress(y); y++)
{
for(int x=0; x<Get_NX(); x++)
{
Get_Value(x, y);
}
}
//-----------------------------------------------------
m_Radius.Destroy();
free(Values);
return( true );
}
//---------------------------------------------------------
int CGSGrid_Residuals::Get_Value(int x, int y)
{
int iPoint, ix, iy, nPoints, nLower;
double Value, zValue, zMin, zMax, Mean, StdDev;
//-----------------------------------------------------
nPoints = 0;
if( pInput->is_InGrid(x, y) )
{
nLower = 0;
Mean = 0.0;
zValue = pInput->asDouble(x, y);
for(iPoint=0; iPoint<m_Radius.Get_nPoints(); iPoint++)
{
m_Radius.Get_Point(iPoint, x, y, ix, iy);
if( pInput->is_InGrid(ix, iy) )
{
Mean += (Values[nPoints++] = Value = pInput->asDouble(ix, iy));
if( nPoints <= 1 )
{
zMin = zMax = Value;
}
else if( zMin > Value )
{
zMin = Value;
}
else if( zMax < Value )
{
zMax = Value;
}
if( Value < zValue )
{
nLower++;
}
}
}
}
//-----------------------------------------------------
if( nPoints <= 1 )
{
pMean ->Set_NoData(x, y);
pDiff ->Set_NoData(x, y);
pStdDev ->Set_NoData(x, y);
pRange ->Set_NoData(x, y);
pDevMean ->Set_NoData(x, y);
pPercentile ->Set_NoData(x, y);
}
else
{
Mean /= (double)nPoints;
StdDev = 0.0;
for(iPoint=0; iPoint<nPoints; iPoint++)
{
Value = Values[iPoint] - Mean;
StdDev += Value * Value;
}
StdDev /= (double)(nPoints - 1.0);
pMean ->Set_Value(x, y, Mean);
pDiff ->Set_Value(x, y, zValue - Mean);
pStdDev ->Set_Value(x, y, StdDev);
pRange ->Set_Value(x, y, zMax - zMin);
pDevMean ->Set_Value(x, y, (zValue - Mean) / StdDev);
pPercentile ->Set_Value(x, y, 100.0 * (double)nLower / (double)(nPoints - 1.0));
}
return( nPoints );
}
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