MODIS Fire Product tile conversion to GeoTIFF problem

Question

I downloaded a tile (selected tile in the picture) from

https://ladsweb.modaps.eosdis.nasa.gov/search/order/3/MOD14--6/2019-08-09/DB/Tile:H25V6

I used gdalinfo on the file. It's output is

Driver: HDF4/Hierarchical Data Format Release 4
Files: MOD14.A2019221.0450.006.2019221091704.hdf
Size is 512, 512
Coordinate System is `'
Metadata:
  ANCILLARYINPUTPOINTER.1=MOD03.A2019221.0450.006.2019221110913.hdf
  ANCILLARYINPUTTYPE.1=Geolocation
  ASSOCIATEDINSTRUMENTSHORTNAME.1=MODIS
  ASSOCIATEDPLATFORMSHORTNAME.1=Terra
  ASSOCIATEDSENSORSHORTNAME.1=MODIS
  AUTOMATICQUALITYFLAG.1=Suspect
  AUTOMATICQUALITYFLAGEXPLANATION.1=not being investigated
  ClearingRejectedPix=0
  CloudAdjacentFirePix=1
  CLOUDADJACENTFIREPIXELS=1
  CLOUDPIXELS=1103636
  CoastPix=35606
  CoastRejectedLandPix=0
  CoastRejectedWaterPix=0
  DAYNIGHTFLAG=Day
  DayPix=2748620
  DESCRREVISION=6.0
  EASTBOUNDINGCOORDINATE=104.710721559695
  EQUATORCROSSINGDATE.1=2019-08-09
  EQUATORCROSSINGLONGITUDE.1=82.3289279388635
  EQUATORCROSSINGTIME.1=05:00:57.839182
  EXCLUSIONGRINGFLAG.1=N
  FirePix=7
  FIREPIXELS=7
  GlintPix=360630
  GLINTPIXELS=11
  GlintRejectedPix=11
  GRANULENUMBER=60
  GRINGPOINTLATITUDE.1=40.8453884481622, 36.9864128503041, 19.5369579507064, 22.6021317560853
  GRINGPOINTLONGITUDE.1=77.9618967354649, 104.724893737855, 98.2448894475871, 75.8292560777532
  GRINGPOINTSEQUENCENO.1=1, 2, 3, 4
  HotSurfRejectedPix=0
  identifier_product_doi=10.5067/MODIS/MOD14.006
  identifier_product_doi=10.5067/MODIS/MOD14.006
  identifier_product_doi_authority=http://dx.doi.org
  identifier_product_doi_authority=http://dx.doi.org
  INPUTPOINTER=MOD021KM.A2019221.0450.006.2019221131039.hdf, MOD03.A2019221.0450.006.2019221110913.hdf
  INSTRUMENTSCANSPROCESSED=203
  INTERNALCLOUDMASK=yes
  LandCloudPix=1040727
  LandFirePix=7
  LandPix=2633347
  LOCALGRANULEID=MOD14.A2019221.0450.006.2019221091704.hdf
  LOCALVERSIONID=6.2.3
  LONGNAME=MODIS/Terra Thermal Anomalies/Fire 5-Min L2 Swath 1km
  MissingGeoPix=0
  MissingPix=50
  MissingRadPix=50
  MOD021KM input file=/MODAPSops8/archive/f7038/running/AM1M_C6_64_L1mc/164701912/MOD021KM.A2019221.0450.006.2019221131039.hdf
  MOD03 input file=/MODAPSops8/archive/f7038/running/AM1M_C6_64_L1mc/164701912/MOD03.A2019221.0450.006.2019221110913.hdf
  NightPix=0
  NOFIREPIXELS=1598312
  NORTHBOUNDINGCOORDINATE=40.8208843728029
  ORBITNUMBER.1=104469
  PARAMETERNAME.1=MODIS L2 Active Fire Detection
  PERCENTLAND=95
  PGEVERSION=6.0.13
  PROCESSINGCENTER=MODAPS
  PROCESSINGENVIRONMENT=Linux minion7038 3.10.0-957.21.3.el7.x86_64 #1 SMP Tue Jun 18 16:35:19 UTC 2019 x86_64
  PROCESSVERSION=6.2.3
  ProcessVersionNumber=6.2.3
  PRODUCTIONDATETIME=2019-08-09T13:17:04.000Z
  QAPERCENTGOODQUALITY=100
  QAPERCENTMISSINGDATA.1=0
  QAPERCENTNOTPRODUCEDCLOUD=40
  QAPERCENTNOTPRODUCEDOTHER=0
  QAPERCENTOTHERQUALITY=0
  RANGEBEGINNINGDATE=2019-08-09
  RANGEBEGINNINGTIME=04:50:00.000000
  RANGEENDINGDATE=2019-08-09
  RANGEENDINGTIME=04:55:00.000000
  REPROCESSINGACTUAL=processed once
  REPROCESSINGPLANNED=further update is anticipated
  Satellite=Terra
  SCIENCEQUALITYFLAG.1=Not Investigated
  SCIENCEQUALITYFLAGEXPLANATION.1=See http://landweb.nascom.nasa.gov/cgi-bin/QA_WWW/qaFlagPage.cgi?sat=terra for the product Science Quality status.
  SHORTNAME=MOD14
  SOUTHBOUNDINGCOORDINATE=19.5959528606655
  SPSOPARAMETERS=2663, 2664, 2665, 2666, 2711
  SystemID=Linux minion7038 3.10.0-957.21.3.el7.x86_64 #1 SMP Tue Jun 18 16:35:19 UTC 2019 x86_64
  UnknownLandPix=4
  UNKNOWNPIXELS=46615
  UnknownWaterPix=46611
  VERSIONID=6
  WaterAdjacentFirePix=1
  WATERADJACENTFIREPIXELS=1
  WaterCloudPix=62909
  WaterFirePix=0
  WaterPix=79617
  WATERPIXELS=79617
  WESTBOUNDINGCOORDINATE=75.8540712874917
Subdatasets:
  SUBDATASET_1_NAME=HDF4_SDS:UNKNOWN:"MOD14.A2019221.0450.006.2019221091704.hdf":0
  SUBDATASET_1_DESC=[2030x1354] fire mask (8-bit unsigned integer)
  SUBDATASET_2_NAME=HDF4_SDS:UNKNOWN:"MOD14.A2019221.0450.006.2019221091704.hdf":1
  SUBDATASET_2_DESC=[2030x1354] algorithm QA (32-bit unsigned integer)
  SUBDATASET_3_NAME=HDF4_SDS:UNKNOWN:"MOD14.A2019221.0450.006.2019221091704.hdf":29
  SUBDATASET_3_DESC=[7348x8] CMG_day (16-bit unsigned integer)
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)

I then used the command

gdal_translate -of GTiff -a_srs "EPSG:4326" HDF4_SDS:UNKNOWN:"MOD14.A2019221.0450.006.2019221091704.hdf":0 out.tif

On visualising it on QGIS it appears like this,

How can I correctly be able to generate to GeoTIFF so it appears as the tile is seen in the first picture? Also, as I am very new to exploring such data, what is the explanation for the previous behavior?

I have tried this approach creating a VRT and then creating a GeoTIFF Unable to warp HDF5 files

Edit - 1 gdal_translate -of GTiff -a_srs epsg:4326 -gcp 0 0 77.96189673546 40.8208843728029 -gcp 1354 0 104.724893737855 40.8208843728029 -gcp 1354 2030 98.2448894475871 19.5959528606655 -gcp 0 2030 75.8540712874917 19.5959528606655 HDF4_SDS:UNKNOWN:"MOD14.A2019221.0450.006.2019221091704.hdf":0 out_gcp.tif

Using this (using the GRingPoint latitude/longitude and the bounding coordinates,

But this is still not correctly projected.

Answer 1

There's a QGIS tutorial "Wildfire Monitoring Using The Semi-Automatic Classification Plugin" that seems to cover downloading as well as the necessary analysis steps. I haven't tried it myself but it should be a starting point.