modis land product subsets suresh k. santhana vannan, robert b. cook, bruce e. wilson, lisa m. olsen...
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MODIS Land Product SubsetsMODIS Land Product Subsets
Suresh K. Santhana Vannan, Robert B. Cook, Bruce E. Wilson, Lisa M. Olsen
HDF and HDF-EOS Workshop XIIHDF and HDF-EOS Workshop XIIOctober 15 – October 17, 2008October 15 – October 17, 2008
ORNL DAACORNL DAACOak Ridge National LaboratoryOak Ridge National Laboratory
Distributed Active Archive CenterDistributed Active Archive CenterOak Ridge, Tennessee, USA Oak Ridge, Tennessee, USA
What is MODISWhat is MODIS MODMODerate Resolution erate Resolution IImaging maging SSpectroradiometer pectroradiometer
Hyper-Spectral sensor onboard two satellites (Terra and Aqua)Hyper-Spectral sensor onboard two satellites (Terra and Aqua)
Terra MODIS and Aqua MODIS are viewing the entire Earth's surface every Terra MODIS and Aqua MODIS are viewing the entire Earth's surface every 1 to 2 days1 to 2 days, acquiring data in , acquiring data in 36 spectral bands36 spectral bands, or groups of wavelengths, or groups of wavelengths
Data stored in Data stored in HDF-EOS HDF-EOS gridded file formatgridded file format
Source : http://aqua.nasa.gov
MODIS is great! MODIS is great! but ……..but ……..
Users (Field researchers) have some inconveniences :Users (Field researchers) have some inconveniences :
What ORNL-DAAC offers?What ORNL-DAAC offers?
User community requested that we prepare MODIS Land Products in an easy-to-use format and size
To validate remote sensing products To characterize field sites
Tools Used
• hdp dumpsds from The HDF group• Customized for our need
• MODIS Reprojection tool from LPDAAC
• GDAL (Geospatial Data Abstraction Library)
• Minnesota Map server
• Custom Perl code
MODIS Subsets for Selected sitesMODIS Subsets for Selected sites
Data Formats OfferedData Formats Offered ASCII – 7x7 km subsets ASCII – 7x7 km subsets GeoTIFF – 25x25 km subsetsGeoTIFF – 25x25 km subsets
MODIS Products offered at ORNL-DAAC
Surface ReflectanceSurface Reflectance
Surface TemperatureSurface Temperature
Land CoverLand Cover
Vegetation Phenology
NDVI / EVINDVI / EVI
LAI / fPARLAI / fPAR
Net PhotosynthesisNet Photosynthesis
Annual NPP Annual NPP
Albedo (calc)Albedo (calc)
Reflectance – BRDF AdjustedReflectance – BRDF Adjusted
Subsetting and Visualization Tool for Any location on Globe
Demo:Demo:http://daac.ornl.gov/modisglobal
MODIS Subsetting Web Service MODIS Subsetting Web Service
################# ORNL DAAC MODIS Web service - Perl client#################use SOAP::Lite @params= SOAP::Lite -> service(‘WSDL_URL') -> xmlschema('http://www.w3.org/2001/XMLSchema') -> getsubset(lat,lon,product,start_date,end_date,size);
MOD11A2.A2003001.h26v05.005.2007264203857.Clear_sky_days,MOD11A2,A2003001,Lat37.7Lon110Samp1Line1,2007264203857,Clear_sky_days,NA,0.000,2MOD11A2.A2003001.h26v05.005.2007264203857.Clear_sky_nights,MOD11A2,A2003001,Lat37.7Lon110Samp1Line1,2007264203857,Clear_sky_nights,NA,0.000,254…….
MOD11A2.A2003001.h26v05.005.2007264203857.Clear_sky_days,MOD11A2,A2003001,Lat37.7Lon110Samp1Line1,2007264203857,Clear_sky_days,NA,0.000,2MOD11A2.A2003001.h26v05.005.2007264203857.Clear_sky_nights,MOD11A2,A2003001,Lat37.7Lon110Samp1Line1,2007264203857,Clear_sky_nights,NA,0.000,254…….
f(x)f(x)
Client ServerSOAPSOAP
ScopeScope Tool for scientific research (Environmental Tool for scientific research (Environmental
Impact assessment, carbon budgeting, etc.)Impact assessment, carbon budgeting, etc.) Classroom education and projects for studentsClassroom education and projects for students Time series, trend analysis Time series, trend analysis GIS overlay analysisGIS overlay analysis Statistical analysis (Across many years and Statistical analysis (Across many years and
across different land cover types)across different land cover types) Validation of MODIS products and other remote Validation of MODIS products and other remote
sensing productssensing products