/**
* Sets the surface grids based on a ncepNam (surface only!) forecast.
* @param input The WindNinjaInputs for misc. info.
* @param airGrid The air temperature grid to be filled.
* @param cloudGrid The cloud cover grid to be filled.
* @param uGrid The u velocity grid to be filled.
* @param vGrid The v velocity grid to be filled.
* @param wGrid The w velocity grid to be filled (filled with zeros here?).
*/
void genericSurfInitialization::setSurfaceGrids( WindNinjaInputs &input,
AsciiGrid<double> &airGrid,
AsciiGrid<double> &cloudGrid,
AsciiGrid<double> &uGrid,
AsciiGrid<double> &vGrid,
AsciiGrid<double> &wGrid )
{
int bandNum = -1;
//get time list
std::vector<boost::local_time::local_date_time> timeList( getTimeList(input.ninjaTimeZone) );
//Search time list for our time to identify our band number for cloud/speed/dir
for(unsigned int i = 0; i < timeList.size(); i++)
{
if(input.ninjaTime == timeList[i])
{
bandNum = i + 1;
break;
}
}
if(bandNum < 0)
throw std::runtime_error("Could not match ninjaTime with a band number in the forecast file.");
//get some info from the nam file in input
//Acquire a lock to protect the non-thread safe netCDF library
#ifdef _OPENMP
omp_guard netCDF_guard(netCDF_lock);
#endif
GDALDataset* poDS;
//attempt to grab the projection from the dem?
//check for member prjString first
std::string dstWkt;
dstWkt = input.dem.prjString;
if ( dstWkt.empty() ) {
//try to open original
poDS = (GDALDataset*)GDALOpen( input.dem.fileName.c_str(), GA_ReadOnly );
if( poDS == NULL ) {
CPLDebug( "ncepNdfdInitialization::setSurfaceGrids()",
"Bad projection reference" );
//throw();
}
dstWkt = poDS->GetProjectionRef();
if( dstWkt.empty() ) {
CPLDebug( "ncepNdfdInitialization::setSurfaceGrids()",
"Bad projection reference" );
//throw()
}
GDALClose((GDALDatasetH) poDS );
}
poDS = (GDALDataset*)GDALOpen( input.forecastFilename.c_str(), GA_ReadOnly );
if( poDS == NULL ) {
CPLDebug( "ncepNdfdInitialization::setSurfaceGrids()",
"Bad forecast file" );
}
else
GDALClose((GDALDatasetH) poDS );
// open ds one by one and warp, then write to grid
GDALDataset *srcDS, *wrpDS;
std::string temp;
std::string srcWkt;
std::vector<std::string> varList = getVariableList();
/*
* Set the initial values in the warped dataset to no data
*/
GDALWarpOptions* psWarpOptions;
for( unsigned int i = 0;i < varList.size();i++ ) {
temp = "NETCDF:" + input.forecastFilename + ":" + varList[i];
srcDS = (GDALDataset*)GDALOpenShared( temp.c_str(), GA_ReadOnly );
if( srcDS == NULL ) {
CPLDebug( "ncepNdfdInitialization::setSurfaceGrids()",
"Bad forecast file" );
}
srcWkt = srcDS->GetProjectionRef();
if( srcWkt.empty() ) {
CPLDebug( "ncepNdfdInitialization::setSurfaceGrids()",
"Bad forecast file" );
//throw
}
/*
* Grab the first band to get the nodata value for the variable,
* assume all bands have the same ndv
*/
GDALRasterBand *poBand = srcDS->GetRasterBand( 1 );
int pbSuccess;
double dfNoData = poBand->GetNoDataValue( &pbSuccess );
psWarpOptions = GDALCreateWarpOptions();
int nBandCount = srcDS->GetRasterCount();
psWarpOptions->nBandCount = nBandCount;
psWarpOptions->padfDstNoDataReal =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
psWarpOptions->padfDstNoDataImag =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
for( int b = 0;b < srcDS->GetRasterCount();b++ ) {
psWarpOptions->padfDstNoDataReal[b] = dfNoData;
psWarpOptions->padfDstNoDataImag[b] = dfNoData;
}
if( pbSuccess == false )
dfNoData = -9999.0;
psWarpOptions->papszWarpOptions =
CSLSetNameValue( psWarpOptions->papszWarpOptions,
"INIT_DEST", "NO_DATA" );
wrpDS = (GDALDataset*) GDALAutoCreateWarpedVRT( srcDS, srcWkt.c_str(),
dstWkt.c_str(),
GRA_NearestNeighbour,
1.0, psWarpOptions );
if( varList[i] == "Temperature_height_above_ground" ) {
GDAL2AsciiGrid( wrpDS, bandNum, airGrid );
if( CPLIsNan( dfNoData ) ) {
airGrid.set_noDataValue(-9999.0);
airGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "V-component_of_wind_height_above_ground" ) {
GDAL2AsciiGrid( wrpDS, bandNum, vGrid );
if( CPLIsNan( dfNoData ) ) {
vGrid.set_noDataValue(-9999.0);
vGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "U-component_of_wind_height_above_ground" ) {
GDAL2AsciiGrid( wrpDS, bandNum, uGrid );
if( CPLIsNan( dfNoData ) ) {
uGrid.set_noDataValue(-9999.0);
uGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "Total_cloud_cover" ) {
GDAL2AsciiGrid( wrpDS, bandNum, cloudGrid );
if( CPLIsNan( dfNoData ) ) {
cloudGrid.set_noDataValue(-9999.0);
cloudGrid.replaceNan( -9999.0 );
}
}
GDALDestroyWarpOptions( psWarpOptions );
GDALClose((GDALDatasetH) srcDS );
GDALClose((GDALDatasetH) wrpDS );
}
cloudGrid /= 100.0;
wGrid.set_headerData( uGrid );
wGrid = 0.0;
}
/**
* Sets the surface grids based on a ncep HRRR (surface only!) forecast.
* @param input The WindNinjaInputs for misc. info.
* @param airGrid The air temperature grid to be filled.
* @param cloudGrid The cloud cover grid to be filled.
* @param uGrid The u velocity grid to be filled.
* @param vGrid The v velocity grid to be filled.
* @param wGrid The w velocity grid to be filled (filled with zeros here?).
*/
void ncepHrrrSurfInitialization::setSurfaceGrids( WindNinjaInputs &input,
AsciiGrid<double> &airGrid,
AsciiGrid<double> &cloudGrid,
AsciiGrid<double> &uGrid,
AsciiGrid<double> &vGrid,
AsciiGrid<double> &wGrid )
{
int bandNum = -1;
GDALDataset *srcDS;
srcDS = (GDALDataset*)GDALOpenShared( input.forecastFilename.c_str(), GA_ReadOnly );
if( srcDS == NULL ) {
CPLDebug( "ncepHRRRSurfaceInitialization::identify()",
"Bad forecast file" );
}
GDALRasterBand *poBand;
const char *gc;
//get time list
std::vector<boost::local_time::local_date_time> timeList( getTimeList( input.ninjaTimeZone ) );
//Search time list for our time to identify our band number for cloud/speed/dir
//Right now, just one time step per file
std::vector<int> bandList;
for(unsigned int i = 0; i < timeList.size(); i++)
{
if(input.ninjaTime == timeList[i])
{
for(unsigned int j = 1; j < srcDS->GetRasterCount(); j++)
{
poBand = srcDS->GetRasterBand( j );
gc = poBand->GetMetadataItem( "GRIB_COMMENT" );
std::string bandName( gc );
if( bandName.find( "Temperature [K]" ) != bandName.npos ){
gc = poBand->GetMetadataItem( "GRIB_SHORT_NAME" );
std::string bandName( gc );
if( bandName.find( "2-HTGL" ) != bandName.npos ){
bandList.push_back( j ); // 2t
break;
}
}
}
for(unsigned int j = 1; j < srcDS->GetRasterCount(); j++)
{
poBand = srcDS->GetRasterBand( j );
gc = poBand->GetMetadataItem( "GRIB_COMMENT" );
std::string bandName( gc );
if( bandName.find( "v-component of wind [m/s]" ) != bandName.npos ){
gc = poBand->GetMetadataItem( "GRIB_SHORT_NAME" );
std::string bandName( gc );
if( bandName.find( "10-HTGL" ) != bandName.npos ){
bandList.push_back( j ); // 10v
break;
}
}
}
for(unsigned int j = 1; j < srcDS->GetRasterCount(); j++)
{
poBand = srcDS->GetRasterBand( j );
gc = poBand->GetMetadataItem( "GRIB_COMMENT" );
std::string bandName( gc );
if( bandName.find( "u-component of wind [m/s]" ) != bandName.npos ){
gc = poBand->GetMetadataItem( "GRIB_SHORT_NAME" );
std::string bandName( gc );
if( bandName.find( "10-HTGL" ) != bandName.npos ){
bandList.push_back( j ); // 10u
break;
}
}
}
for(unsigned int j = 1; j < srcDS->GetRasterCount(); j++)
{
poBand = srcDS->GetRasterBand( j );
gc = poBand->GetMetadataItem( "GRIB_COMMENT" );
std::string bandName( gc );
if( bandName.find( "Total cloud cover [%]" ) != bandName.npos ){
gc = poBand->GetMetadataItem( "GRIB_SHORT_NAME" );
std::string bandName( gc );
if( bandName.find( "0-RESERVED" ) != bandName.npos ){
bandList.push_back( j ); // Total cloud cover in %
break;
}
}
}
}
}
CPLDebug("HRRR", "2t: bandList[0] = %d", bandList[0]);
CPLDebug("HRRR", "10v: bandList[1] = %d", bandList[1]);
CPLDebug("HRRR", "10u: bandList[2] = %d", bandList[2]);
CPLDebug("HRRR", "tcc: bandList[3] = %d", bandList[3]);
if(bandList.size() < 4)
throw std::runtime_error("Could not match ninjaTime with a band number in the forecast file.");
std::string dstWkt;
dstWkt = input.dem.prjString;
GDALDataset *wrpDS;
std::string temp;
std::string srcWkt;
GDALWarpOptions* psWarpOptions;
srcWkt = srcDS->GetProjectionRef();
poBand = srcDS->GetRasterBand( 9 );
int pbSuccess;
double dfNoData = poBand->GetNoDataValue( &pbSuccess );
psWarpOptions = GDALCreateWarpOptions();
int nBandCount = bandList.size();
psWarpOptions->nBandCount = nBandCount;
psWarpOptions->panSrcBands =
(int*) CPLMalloc( sizeof( int ) * nBandCount );
psWarpOptions->panDstBands =
(int*) CPLMalloc( sizeof( int ) * nBandCount );
psWarpOptions->padfDstNoDataReal =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
psWarpOptions->padfDstNoDataImag =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
psWarpOptions->padfDstNoDataReal =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
psWarpOptions->padfDstNoDataImag =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
if( pbSuccess == false )
dfNoData = -9999.0;
psWarpOptions->panSrcBands =
(int *) CPLMalloc(sizeof(int) * psWarpOptions->nBandCount );
psWarpOptions->panSrcBands[0] = bandList[0];
psWarpOptions->panSrcBands[1] = bandList[1];
psWarpOptions->panSrcBands[2] = bandList[2];
psWarpOptions->panSrcBands[3] = bandList[3];
psWarpOptions->panDstBands =
(int *) CPLMalloc(sizeof(int) * psWarpOptions->nBandCount );
psWarpOptions->panDstBands[0] = 1;
psWarpOptions->panDstBands[1] = 2;
psWarpOptions->panDstBands[2] = 3;
psWarpOptions->panDstBands[3] = 4;
wrpDS = (GDALDataset*) GDALAutoCreateWarpedVRT( srcDS, srcWkt.c_str(),
dstWkt.c_str(),
GRA_NearestNeighbour,
1.0, psWarpOptions );
std::vector<std::string> varList = getVariableList();
for( unsigned int i = 0; i < varList.size(); i++ ) {
if( varList[i] == "2t" ) {
GDAL2AsciiGrid( wrpDS, i+1, airGrid );
if( CPLIsNan( dfNoData ) ) {
airGrid.set_noDataValue( -9999.0 );
airGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "10v" ) {
GDAL2AsciiGrid( wrpDS, i+1, vGrid );
if( CPLIsNan( dfNoData ) ) {
vGrid.set_noDataValue( -9999.0 );
vGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "10u" ) {
GDAL2AsciiGrid( wrpDS, i+1, uGrid );
if( CPLIsNan( dfNoData ) ) {
uGrid.set_noDataValue( -9999.0 );
uGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "tcc" ) {
GDAL2AsciiGrid( wrpDS, i+1, cloudGrid );
if( CPLIsNan( dfNoData ) ) {
cloudGrid.set_noDataValue( -9999.0 );
cloudGrid.replaceNan( -9999.0 );
}
}
}
//if there are any clouds set cloud fraction to 1, otherwise set to 0.
for(int i = 0; i < cloudGrid.get_nRows(); i++){
for(int j = 0; j < cloudGrid.get_nCols(); j++){
if(cloudGrid(i,j) < 0.0){
cloudGrid(i,j) = 0.0;
}
else{
cloudGrid(i,j) = 1.0;
}
}
}
wGrid.set_headerData( uGrid );
wGrid = 0.0;
airGrid += 273.15;
GDALDestroyWarpOptions( psWarpOptions );
GDALClose((GDALDatasetH) srcDS );
GDALClose((GDALDatasetH) wrpDS );
}
/**
* Checks the downloaded data to see if it is all valid.
*/
void genericSurfInitialization::checkForValidData()
{
//just make up a "dummy" timezone for use here
boost::local_time::time_zone_ptr zone(new boost::local_time::posix_time_zone("MST-07"));
//get time list
std::vector<boost::local_time::local_date_time> timeList( getTimeList(zone) );
boost::posix_time::ptime pt_low(boost::gregorian::date(1900,boost::gregorian::Jan,1), boost::posix_time::hours(12));
boost::posix_time::ptime pt_high(boost::gregorian::date(2100,boost::gregorian::Jan,1), boost::posix_time::hours(12));
boost::local_time::local_date_time low_time(pt_low, zone);
boost::local_time::local_date_time high_time(pt_high, zone);
//check times
for(unsigned int i = 0; i < timeList.size(); i++)
{
if(timeList[i].is_special()) //if time is any special value (not_a_date_time, infinity, etc.)
throw badForecastFile("Bad time in forecast file.");
if(timeList[i] < low_time || timeList[i] > high_time)
throw badForecastFile("Bad time in forecast file.");
}
// open ds variable by variable
GDALDataset *srcDS;
std::string temp;
std::string srcWkt;
int nBands = 0;
bool noDataValueExists;
bool noDataIsNan;
std::vector<std::string> varList = getVariableList();
//Acquire a lock to protect the non-thread safe netCDF library
#ifdef _OPENMP
omp_guard netCDF_guard(netCDF_lock);
#endif
for( unsigned int i = 0;i < varList.size();i++ ) {
temp = "NETCDF:" + wxModelFileName + ":" + varList[i];
srcDS = (GDALDataset*)GDALOpen( temp.c_str(), GA_ReadOnly );
if( srcDS == NULL )
throw badForecastFile("Cannot open forecast file.");
srcWkt = srcDS->GetProjectionRef();
if( srcWkt.empty() )
throw badForecastFile("Forecast file doesn't have projection information.");
//Get total bands (time steps)
nBands = srcDS->GetRasterCount();
int nXSize, nYSize;
GDALRasterBand *poBand;
int pbSuccess;
double dfNoData;
double *padfScanline;
nXSize = srcDS->GetRasterXSize();
nYSize = srcDS->GetRasterYSize();
//loop over all bands for this variable (bands are time steps)
for(int j = 1; j <= nBands; j++)
{
poBand = srcDS->GetRasterBand( j );
pbSuccess = 0;
dfNoData = poBand->GetNoDataValue( &pbSuccess );
if( pbSuccess == false )
noDataValueExists = false;
else
{
noDataValueExists = true;
noDataIsNan = CPLIsNan(dfNoData);
}
//set the data
padfScanline = new double[nXSize*nYSize];
poBand->RasterIO(GF_Read, 0, 0, nXSize, nYSize, padfScanline, nXSize, nYSize,
GDT_Float64, 0, 0);
for(int k = 0;k < nXSize*nYSize; k++)
{
//Check if value is no data (if no data value was defined in file)
if(noDataValueExists)
{
if(noDataIsNan)
{
if(CPLIsNan(padfScanline[k]))
throw badForecastFile("Forecast file contains no_data values.");
}else
{
if(padfScanline[k] == dfNoData)
throw badForecastFile("Forecast file contains no_data values.");
}
}
if( varList[i] == "Temperature_height_above_ground" ) //units are Kelvin
{
if(padfScanline[k] < 180.0 || padfScanline[k] > 340.0) //these are near the most extreme temperatures ever recored on earth
throw badForecastFile("Temperature is out of range in forecast file.");
}
else if( varList[i] == "V-component_of_wind_height_above_ground" ) //units are m/s
{
if(std::abs(padfScanline[k]) > 220.0)
throw badForecastFile("V-velocity is out of range in forecast file.");
}
else if( varList[i] == "U-component_of_wind_height_above_ground" ) //units are m/s
{
if(std::abs(padfScanline[k]) > 220.0)
throw badForecastFile("U-velocity is out of range in forecast file.");
}
else if( varList[i] == "Total_cloud_cover" ) //units are percent
{
if(padfScanline[k] < 0.0 || padfScanline[k] > 100.0)
throw badForecastFile("Total cloud cover is out of range in forecast file.");
}
}
delete [] padfScanline;
}
GDALClose((GDALDatasetH) srcDS );
}
}
/**
* Sets the surface grids based on a ncep HRRR (surface only!) forecast.
* @param input The WindNinjaInputs for misc. info.
* @param airGrid The air temperature grid to be filled.
* @param cloudGrid The cloud cover grid to be filled.
* @param uGrid The u velocity grid to be filled.
* @param vGrid The v velocity grid to be filled.
* @param wGrid The w velocity grid to be filled (filled with zeros here?).
*/
void ncepHrrrSurfInitialization::setSurfaceGrids( WindNinjaInputs &input,
AsciiGrid<double> &airGrid,
AsciiGrid<double> &cloudGrid,
AsciiGrid<double> &uGrid,
AsciiGrid<double> &vGrid,
AsciiGrid<double> &wGrid )
{
int bandNum = -1;
GDALDataset *srcDS;
srcDS = (GDALDataset*)GDALOpenShared( input.forecastFilename.c_str(), GA_ReadOnly );
if( srcDS == NULL ) {
CPLDebug( "ncepHRRRSurfaceInitialization::identify()",
"Bad forecast file" );
}
GDALRasterBand *poBand = srcDS->GetRasterBand( 49 );
const char *gc;
gc = poBand->GetMetadataItem( "GRIB_COMMENT" );
std::string bandName( gc );
//get time list
std::vector<boost::local_time::local_date_time> timeList( getTimeList( input.ninjaTimeZone ) );
//Search time list for our time to identify our band number for cloud/speed/dir
//Right now, just one time step per file
std::vector<int> bandList;
for(unsigned int i = 0; i < timeList.size(); i++)
{
if(input.ninjaTime == timeList[i])
{
//check which HRRR format we have
if( bandName.find( "u-component of wind [m/s]" ) == bandName.npos ){ //if band 49 isn't u10, it's either 2010 or 2012 format
GDALRasterBand *poBand = srcDS->GetRasterBand( 50 );
const char *gc;
gc = poBand->GetMetadataItem( "GRIB_COMMENT" );
std::string bandName( gc );
if( bandName.find( "u-component of wind [m/s]" ) == bandName.npos ){ //if band 50 isn't u10, it's the 2010 format
bandList.push_back( 29 ); // 2t
bandList.push_back( 34 ); // 10v
bandList.push_back( 33 ); // 10u
bandList.push_back( 52 ); // geopotential height at cloud top
}
else{
bandList.push_back( 45 ); // 2t
bandList.push_back( 51 ); // 10v
bandList.push_back( 50 ); // 10u
bandList.push_back( 78 ); // geopotential height at cloud top
}
}
else{ //otherwise, should be 2011 format, but check for u10 band to be sure
poBand = srcDS->GetRasterBand( 44 );
gc = poBand->GetMetadataItem( "GRIB_COMMENT" );
bandName = gc;
if( bandName.find( "u-component of wind [m/s]" ) == bandName.npos ){
CPLDebug( "ncepHRRRSurfaceInitialization::identify()",
"Can't find the u-10 band in the forecast file." );
}
bandList.push_back( 44 ); // 2t
bandList.push_back( 50 ); // 10v
bandList.push_back( 49 ); // 10u
bandList.push_back( 73 ); // geopotential height at cloud top
}
break;
}
}
if(bandList.size() < 4)
throw std::runtime_error("Could not match ninjaTime with a band number in the forecast file.");
std::string dstWkt;
dstWkt = input.dem.prjString;
GDALDataset *wrpDS;
std::string temp;
std::string srcWkt;
GDALWarpOptions* psWarpOptions;
srcWkt = srcDS->GetProjectionRef();
poBand = srcDS->GetRasterBand( 9 );
int pbSuccess;
double dfNoData = poBand->GetNoDataValue( &pbSuccess );
psWarpOptions = GDALCreateWarpOptions();
int nBandCount = bandList.size();
psWarpOptions->nBandCount = nBandCount;
psWarpOptions->panSrcBands =
(int*) CPLMalloc( sizeof( int ) * nBandCount );
psWarpOptions->panDstBands =
(int*) CPLMalloc( sizeof( int ) * nBandCount );
psWarpOptions->padfDstNoDataReal =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
psWarpOptions->padfDstNoDataImag =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
psWarpOptions->padfDstNoDataReal =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
psWarpOptions->padfDstNoDataImag =
(double*) CPLMalloc( sizeof( double ) * nBandCount );
if( pbSuccess == false )
dfNoData = -9999.0;
psWarpOptions->panSrcBands =
(int *) CPLMalloc(sizeof(int) * psWarpOptions->nBandCount );
psWarpOptions->panSrcBands[0] = bandList[0];
psWarpOptions->panSrcBands[1] = bandList[1];
psWarpOptions->panSrcBands[2] = bandList[2];
psWarpOptions->panSrcBands[3] = bandList[3];
psWarpOptions->panDstBands =
(int *) CPLMalloc(sizeof(int) * psWarpOptions->nBandCount );
psWarpOptions->panDstBands[0] = 1;
psWarpOptions->panDstBands[1] = 2;
psWarpOptions->panDstBands[2] = 3;
psWarpOptions->panDstBands[3] = 4;
wrpDS = (GDALDataset*) GDALAutoCreateWarpedVRT( srcDS, srcWkt.c_str(),
dstWkt.c_str(),
GRA_NearestNeighbour,
1.0, psWarpOptions );
std::vector<std::string> varList = getVariableList();
for( unsigned int i = 0; i < varList.size(); i++ ) {
if( varList[i] == "2t" ) {
GDAL2AsciiGrid( wrpDS, i+1, airGrid );
if( CPLIsNan( dfNoData ) ) {
airGrid.set_noDataValue( -9999.0 );
airGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "10v" ) {
GDAL2AsciiGrid( wrpDS, i+1, vGrid );
if( CPLIsNan( dfNoData ) ) {
vGrid.set_noDataValue( -9999.0 );
vGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "10u" ) {
GDAL2AsciiGrid( wrpDS, i+1, uGrid );
if( CPLIsNan( dfNoData ) ) {
uGrid.set_noDataValue( -9999.0 );
uGrid.replaceNan( -9999.0 );
}
}
else if( varList[i] == "gh" ) {
GDAL2AsciiGrid( wrpDS, i+1, cloudGrid );
if( CPLIsNan( dfNoData ) ) {
cloudGrid.set_noDataValue( -9999.0 );
cloudGrid.replaceNan( -9999.0 );
}
}
}
//if there are any clouds set cloud fraction to 1, otherwise set to 0.
for(int i = 0; i < cloudGrid.get_nRows(); i++){
for(int j = 0; j < cloudGrid.get_nCols(); j++){
if(cloudGrid(i,j) < 0.0){
cloudGrid(i,j) = 0.0;
}
else{
cloudGrid(i,j) = 1.0;
}
}
}
wGrid.set_headerData( uGrid );
wGrid = 0.0;
airGrid += 273.15;
GDALDestroyWarpOptions( psWarpOptions );
GDALClose((GDALDatasetH) srcDS );
GDALClose((GDALDatasetH) wrpDS );
}
