//---------------------------------------------------------
bool CGrid_Classify_Supervised::On_Execute(void)
{
//-----------------------------------------------------
if( !Get_Features() )
{
Error_Set(_TL("invalid features"));
return( false );
}
//-----------------------------------------------------
CSG_Classifier_Supervised Classifier;
if( !Set_Classifier(Classifier) )
{
return( false );
}
//-----------------------------------------------------
CSG_Grid *pClasses = Parameters("CLASSES")->asGrid();
CSG_Grid *pQuality = Parameters("QUALITY")->asGrid();
pClasses->Set_NoData_Value(0);
pClasses->Assign(0.0);
//-----------------------------------------------------
Process_Set_Text(_TL("prediction"));
int Method = Parameters("METHOD")->asInt();
for(int y=0; y<Get_NY() && Set_Progress(y); y++)
{
#pragma omp parallel for
for(int x=0; x<Get_NX(); x++)
{
int Class;
double Quality;
CSG_Vector Features(m_pFeatures->Get_Count());
if( Get_Features(x, y, Features) && Classifier.Get_Class(Features, Class, Quality, Method) )
{
SG_GRID_PTR_SAFE_SET_VALUE(pClasses, x, y, 1 + Class);
SG_GRID_PTR_SAFE_SET_VALUE(pQuality, x, y, Quality );
}
else
{
SG_GRID_PTR_SAFE_SET_NODATA(pClasses, x, y);
SG_GRID_PTR_SAFE_SET_NODATA(pQuality, x, y);
}
}
}
//-----------------------------------------------------
return( Set_Classification(Classifier) );
}
//---------------------------------------------------------
bool CSoil_Texture::On_Execute(void)
{
//-----------------------------------------------------
CSG_Grid *pSand = Parameters("SAND" )->asGrid();
CSG_Grid *pSilt = Parameters("SILT" )->asGrid();
CSG_Grid *pClay = Parameters("CLAY" )->asGrid();
CSG_Grid *pClass = Parameters("TEXTURE")->asGrid();
CSG_Grid *pSum = Parameters("SUM" )->asGrid();
//-----------------------------------------------------
if( (pSand ? 1 : 0) + (pSilt ? 1 : 0) + (pClay ? 1 : 0) < 2 )
{
Error_Set(_TL("at least two contents (sand, silt, clay) have to be given"));
return( false );
}
//-----------------------------------------------------
pClass->Set_NoData_Value(-1.0);
CSG_Parameter *pLUT = DataObject_Get_Parameter(pClass, "LUT");
if( pLUT && pLUT->asTable() )
{
CSG_Table *pClasses = pLUT->asTable();
for(int iClass=0; iClass<12; iClass++)
{
CSG_Table_Record *pClass = pClasses->Get_Record(iClass);
if( pClass == NULL )
{
pClass = pClasses->Add_Record();
}
pClass->Set_Value(0, Classes[iClass].Color);
pClass->Set_Value(1, Classes[iClass].Name);
pClass->Set_Value(2, Classes[iClass].Key);
pClass->Set_Value(3, iClass);
pClass->Set_Value(4, iClass);
}
while( pClasses->Get_Count() > 12 )
{
pClasses->Del_Record(pClasses->Get_Count() - 1);
}
DataObject_Set_Parameter(pClass, pLUT); // Lookup Table
DataObject_Set_Parameter(pClass, "COLORS_TYPE", 1); // Color Classification Type: Lookup Table
}
//-----------------------------------------------------
for(int y=0; y<Get_NY() && Set_Progress(y); y++)
{
#pragma omp parallel for
for(int x=0; x<Get_NX(); x++)
{
if( (pSand && pSand->is_NoData(x, y))
|| (pSilt && pSilt->is_NoData(x, y))
|| (pClay && pClay->is_NoData(x, y)) )
{
SG_GRID_PTR_SAFE_SET_NODATA(pClass, x, y);
SG_GRID_PTR_SAFE_SET_NODATA(pSum , x, y);
}
else
{
int Class = -1;
double Sum = 100.0;
if( pSand && pSilt && pClay )
{
Class = Get_Texture(pSand->asDouble(x, y), pSilt->asDouble(x, y), pClay->asDouble(x, y), Sum);
}
else if( !pSilt )
{
Class = Get_Texture_SandClay(pSand->asDouble(x, y), pClay->asDouble(x, y));
}
else if( !pClay )
{
Class = Get_Texture_SandSilt(pSand->asDouble(x, y), pSilt->asDouble(x, y));
}
else if( !pSand )
{
Class = Get_Texture_SiltClay(pSilt->asDouble(x, y), pClay->asDouble(x, y));
}
SG_GRID_PTR_SAFE_SET_VALUE(pClass, x, y, Class);
SG_GRID_PTR_SAFE_SET_VALUE(pSum , x, y, Sum );
}
}
}
//-----------------------------------------------------
return( true );
}
