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Added zonal statistics class to analysis lib
git-svn-id: http://svn.osgeo.org/qgis/trunk/qgis@11931 c8812cc2-4d05-0410-92ff-de0c093fc19c
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Nov 6, 2009
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/*************************************************************************** | ||
qgszonalstatistics.cpp - description | ||
---------------------------- | ||
begin : August 29th, 2009 | ||
copyright : (C) 2009 by Marco Hugentobler | ||
email : marco at hugis dot net | ||
***************************************************************************/ | ||
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/*************************************************************************** | ||
* * | ||
* This program 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; either version 2 of the License, or * | ||
* (at your option) any later version. * | ||
* * | ||
***************************************************************************/ | ||
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#include "qgszonalstatistics.h" | ||
#include "qgsgeometry.h" | ||
#include "qgsvectordataprovider.h" | ||
#include "qgsvectorlayer.h" | ||
#include "gdal.h" | ||
#include "cpl_string.h" | ||
#include <QProgressDialog> | ||
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QgsZonalStatistics::QgsZonalStatistics(QgsVectorLayer* polygonLayer, const QString& rasterFile, const QString& attributePrefix, int rasterBand): \ | ||
mRasterFilePath(rasterFile), mRasterBand(rasterBand), mPolygonLayer(polygonLayer), mAttributePrefix(attributePrefix), mInputNodataValue( -1 ) | ||
{ | ||
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} | ||
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QgsZonalStatistics::QgsZonalStatistics(): mRasterBand(0), mPolygonLayer(0) | ||
{ | ||
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} | ||
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QgsZonalStatistics::~QgsZonalStatistics() | ||
{ | ||
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} | ||
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int QgsZonalStatistics::calculateStatistics(QProgressDialog* p) | ||
{ | ||
if(!mPolygonLayer || !mPolygonLayer->geometryType() == QGis::Polygon) | ||
{ | ||
return 1; | ||
} | ||
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QgsVectorDataProvider* vectorProvider = mPolygonLayer->dataProvider(); | ||
if(!vectorProvider) | ||
{ | ||
return 2; | ||
} | ||
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//open the raster layer and the raster band | ||
GDALAllRegister(); | ||
GDALDatasetH inputDataset = GDALOpen(mRasterFilePath.toLocal8Bit().data(), GA_ReadOnly ); | ||
if ( inputDataset == NULL ) | ||
{ | ||
return 3; | ||
} | ||
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if ( GDALGetRasterCount( inputDataset ) < (mRasterBand - 1) ) | ||
{ | ||
GDALClose( inputDataset ); | ||
return 4; | ||
} | ||
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GDALRasterBandH rasterBand = GDALGetRasterBand( inputDataset, mRasterBand ); | ||
if ( rasterBand == NULL ) | ||
{ | ||
GDALClose( inputDataset ); | ||
return 5; | ||
} | ||
mInputNodataValue = GDALGetRasterNoDataValue( rasterBand, NULL ); | ||
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//get geometry info about raster layer | ||
int nCellsX = GDALGetRasterXSize( inputDataset ); | ||
int nCellsY = GDALGetRasterYSize( inputDataset ); | ||
double geoTransform[6]; | ||
if ( GDALGetGeoTransform( inputDataset, geoTransform ) != CE_None ) | ||
{ | ||
GDALClose( inputDataset ); | ||
return 6; | ||
} | ||
double cellsizeX = geoTransform[1]; | ||
if(cellsizeX < 0) | ||
{ | ||
cellsizeX = -cellsizeX; | ||
} | ||
double cellsizeY = geoTransform[5]; | ||
if(cellsizeY < 0) | ||
{ | ||
cellsizeY = -cellsizeY; | ||
} | ||
QgsRectangle rasterBBox(geoTransform[0], geoTransform[3] - (nCellsY * cellsizeY), geoTransform[0] + (nCellsX * cellsizeX), geoTransform[3]); | ||
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//add the new count, sum, mean fields to the provider | ||
QList<QgsField> newFieldList; | ||
QgsField countField(mAttributePrefix + "count", QVariant::Int); | ||
QgsField sumField(mAttributePrefix + "sum", QVariant::Double); | ||
QgsField meanField(mAttributePrefix + "mean", QVariant::Double); | ||
newFieldList.push_back(countField); | ||
newFieldList.push_back(sumField); | ||
newFieldList.push_back(meanField); | ||
if(!vectorProvider->addAttributes( newFieldList )) | ||
{ | ||
return 7; | ||
} | ||
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//index of the new fields | ||
int countIndex = vectorProvider->fieldNameIndex(mAttributePrefix + "count"); | ||
int sumIndex = vectorProvider->fieldNameIndex(mAttributePrefix + "sum"); | ||
int meanIndex = vectorProvider->fieldNameIndex(mAttributePrefix + "mean"); | ||
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if (countIndex == -1 || sumIndex == -1 || meanIndex == -1) | ||
{ | ||
return 8; | ||
} | ||
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//progress dialog | ||
long featureCount = vectorProvider->featureCount(); | ||
if(p) | ||
{ | ||
p->setMaximum(featureCount); | ||
} | ||
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//iterate over each polygon | ||
vectorProvider->select(QgsAttributeList(), QgsRectangle(), true, false); | ||
vectorProvider->rewind(); | ||
QgsFeature f; | ||
double count = 0; | ||
double sum = 0; | ||
double mean = 0; | ||
float* scanLine; | ||
int featureCounter = 0; | ||
//x- and y- coordinate of current cell | ||
double cellCenterX = 0; | ||
double cellCenterY = 0; | ||
QgsPoint currentCellCenter; | ||
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while(vectorProvider->nextFeature(f)) | ||
{ | ||
if(p) | ||
{ | ||
p->setValue(featureCounter); | ||
} | ||
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if(p && p->wasCanceled()) | ||
{ | ||
break; | ||
} | ||
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QgsGeometry* featureGeometry = f.geometry(); | ||
if(!featureGeometry) | ||
{ | ||
++featureCounter; | ||
continue; | ||
} | ||
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int offsetX, offsetY, nCellsX, nCellsY; | ||
if(cellInfoForBBox(rasterBBox, featureGeometry->boundingBox(), cellsizeX, cellsizeY, offsetX, offsetY, nCellsX, nCellsY) != 0) | ||
{ | ||
++featureCounter; | ||
continue; | ||
} | ||
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scanLine = ( float * ) CPLMalloc( sizeof( float ) * nCellsX ); | ||
cellCenterY = rasterBBox.yMaximum() - offsetY * cellsizeY - cellsizeY / 2; | ||
count = 0; | ||
sum = 0; | ||
float currentValue; | ||
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for(int i = 0; i < nCellsY; ++i) | ||
{ | ||
GDALRasterIO( rasterBand, GF_Read, offsetX, offsetY + i, nCellsX, 1, scanLine, nCellsX, 1, GDT_Float32, 0, 0 ); | ||
cellCenterX = rasterBBox.xMinimum() + offsetX * cellsizeX + cellsizeX / 2; | ||
for(int j = 0; j < nCellsX; ++j) | ||
{ | ||
currentCellCenter = QgsPoint(cellCenterX, cellCenterY); | ||
if(featureGeometry->contains(¤tCellCenter)) | ||
{ | ||
if(scanLine[j] != mInputNodataValue) //don't consider nodata values | ||
{ | ||
sum += scanLine[j]; | ||
++count; | ||
} | ||
} | ||
cellCenterX += cellsizeX; | ||
} | ||
cellCenterY -= cellsizeY; | ||
} | ||
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if(count == 0) | ||
{ | ||
mean = 0; | ||
} | ||
else | ||
{ | ||
mean = sum / count; | ||
} | ||
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//write the new AEY value to the vector data provider | ||
QgsChangedAttributesMap changeMap; | ||
QgsAttributeMap changeAttributeMap; | ||
changeAttributeMap.insert(countIndex, QVariant(count)); | ||
changeAttributeMap.insert(sumIndex, QVariant(sum)); | ||
changeAttributeMap.insert(meanIndex, QVariant(mean)); | ||
changeMap.insert(f.id(), changeAttributeMap); | ||
vectorProvider->changeAttributeValues(changeMap); | ||
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CPLFree(scanLine); | ||
++featureCounter; | ||
} | ||
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if(p) | ||
{ | ||
p->setValue(featureCount); | ||
} | ||
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GDALClose( inputDataset ); | ||
return 0; | ||
} | ||
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int QgsZonalStatistics::cellInfoForBBox(const QgsRectangle& rasterBBox, const QgsRectangle& featureBBox, double cellSizeX, double cellSizeY, \ | ||
int& offsetX, int& offsetY, int& nCellsX, int& nCellsY) const | ||
{ | ||
//get intersecting bbox | ||
QgsRectangle intersectBox = rasterBBox.intersect(&featureBBox); | ||
if(intersectBox.isEmpty()) | ||
{ | ||
nCellsX = 0; nCellsY = 0; offsetX = 0; offsetY = 0; | ||
return 0; | ||
} | ||
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//get offset in pixels in x- and y- direction | ||
offsetX = (int)( (intersectBox.xMinimum() - rasterBBox.xMinimum()) / cellSizeX); | ||
offsetY = (int)( (rasterBBox.yMaximum() - intersectBox.yMaximum()) / cellSizeY); | ||
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int maxColumn = (int) ( (intersectBox.xMaximum() - rasterBBox.xMinimum()) / cellSizeX) + 1; | ||
int maxRow = (int) ( (rasterBBox.yMaximum() - intersectBox.yMinimum()) / cellSizeY ) + 1; | ||
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nCellsX = maxColumn - offsetX; | ||
nCellsY = maxRow - offsetY; | ||
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return 0; | ||
} | ||
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,54 @@ | ||
/*************************************************************************** | ||
qgszonalstatistics.h - description | ||
---------------------------- | ||
begin : August 29th, 2009 | ||
copyright : (C) 2009 by Marco Hugentobler | ||
email : marco at hugis dot net | ||
***************************************************************************/ | ||
|
||
/*************************************************************************** | ||
* * | ||
* This program 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; either version 2 of the License, or * | ||
* (at your option) any later version. * | ||
* * | ||
***************************************************************************/ | ||
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#ifndef QGSZONALSTATISTICS_H | ||
#define QGSZONALSTATISTICS_H | ||
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#include "qgsrectangle.h" | ||
#include <QString> | ||
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class QgsVectorLayer; | ||
class QProgressDialog; | ||
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/**A class that calculates raster statistics (count, sum, mean) for a polygon or multipolygon layer and appends the results as attributes*/ | ||
class ANALYSIS_EXPORT QgsZonalStatistics | ||
{ | ||
public: | ||
QgsZonalStatistics(QgsVectorLayer* polygonLayer, const QString& rasterFile, const QString& attributePrefix = "", int rasterBand = 1); | ||
~QgsZonalStatistics(); | ||
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/**Starts the calculation | ||
@return 0 in case of success*/ | ||
int calculateStatistics(QProgressDialog* p); | ||
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private: | ||
QgsZonalStatistics(); | ||
/**Analysis what cells need to be considered to cover the bounding box of a feature | ||
@return 0 in case of success*/ | ||
int cellInfoForBBox(const QgsRectangle& rasterBBox, const QgsRectangle& featureBBox, double cellSizeX, double cellSizeY, \ | ||
int& offsetX, int& offsetY, int& nCellsX, int& nCellsY) const; | ||
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QString mRasterFilePath; | ||
/**Raster band to calculate statistics from (defaults to 1)*/ | ||
int mRasterBand; | ||
QgsVectorLayer* mPolygonLayer; | ||
QString mAttributePrefix; | ||
/**The nodata value of the input layer*/ | ||
float mInputNodataValue; | ||
}; | ||
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#endif // QGSZONALSTATISTICS_H |