I am now working with VIIRS/NPP Active Fires by using python gdal. But I cannot read the data inside the files.
Filename = "NPP_AVAF_L2.A2012019.0600.P1_03110.2014057125956.hdf"
Here is some information that I can get by using gdal.
gdal.RasterCount = 0
And gdalinfo:
gdalinfo NPP_AVAF_L2.A2012019.0600.P1_03110.2014057125956.hdf
Driver: HDF4/Hierarchical Data Format Release 4
Files: NPP_AVAF_L2.A2012019.0600.P1_03110.2014057125956.hdf
Size is 512, 512
Coordinate System is `'
Metadata:
AlgorithmType=OPS
Beginning_Time_IET=[1.7056441e+15]
BeginningTime=060027.600000Z
DayNightFlag=Day
EastBoundingCoord=123.866
Ending_Time_IET=[1.7056444e+15]
EndingTime=060609.000000Z
EndTime=2012-01-19 06:06:09.000
HDFEOSVersion=HDFEOS_V2.17
InputPointer=NPP_GRCMAE_L1.A2012019.0555.P1_03110.2014057115525.hdf,NPP_GRCMAE_L1.A2012019.0600.P1_03110.2014057115623.hdf,NPP_GRCMAE_L1.A2012019.0605.P1_03110.2014057115525.hdf
InstrumentShortname=VIIRS
LocalGranuleID=NPP_AVAF_L2.A2012019.0600.P1_03110.2014057125956.hdf
LongName=VIIRS/NPP Active Fires 5-Min L2 Swath ARP 750m
LPEATE_AlgorithmVersion=NPP_PRVAF 1.5.07.01
LUTs_used=VIIRS-AF-EDR-AC-Int_v1.5.06.02_LP
NorthBoundingCoord=27.8258
Number_Fire_Pixels=256
NumSCEA_RDR_TimeSegments=[18]
NumSci_RDR_TimeSegments=[4]
PGE_EndTime=2012-01-19 06:05:00.000
PGE_Name=PGE330
PGE_StartTime=2012-01-19 06:00:00.000
PGEVersion=P2.3.0
Platform_Short_Name=NPP
ProcessingEnvironment=Linux minion5609 2.6.18-371.1.2.el5 #1 SMP Tue Oct 22 12:51:53 EDT 2013 x86_64 x86_64 x86_64 GNU/Linux
ProcessVersion=P1_03110
ProductionTime=2014-02-26 12:59:56.000
ProxyDataType=Operational Data
Resolution=Imagery
SatelliteInstrument=NPP_OPS
ShortName=NPP_AVAF_L2
SouthBoundingCoord=3.93342
StartTime=2012-01-19 06:00:27.600
Unagg_DayNightFlag=TS 0: Day; TS 1: Day; TS 2: Day; TS 3: Day
WestBoundingCoord=90.5542
Corner Coordinates:
Upper Left ( 0.0, 0.0)
Lower Left ( 0.0, 512.0)
Upper Right ( 512.0, 0.0)
Lower Right ( 512.0, 512.0)
Center ( 256.0, 256.0)
This is what I can see from HDFViewer on same file:
I know that the file carries information of active fire points, but I cannot read the data inside into an array.
From gdalinfo above, I can see Number_Fire_Pixels=256
, but how can I get lat,lon of these points?
How can I read the data by using python?
UPDATE: Here's the link to the file that I'm working with.
Best Answer
Think hdf file as a folder. You want to open the file INSIDE the folder.
For a more in-depth turorial you can read http://jgomezdans.github.io/gdal_notes/ipython.html