cFRSDATA FOR FOREST TYPE DISCRIMINATION€¦ · RISAT-1 cFRS-1 data of Jan. 01, 2016...
Transcript of cFRSDATA FOR FOREST TYPE DISCRIMINATION€¦ · RISAT-1 cFRS-1 data of Jan. 01, 2016...
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Crop fields
Semi Evergreen forest
Deciduous forest
Leaf-off trees (Deciduous)
Fallow crop fields
Semi evergreen trees
cFRS DATA FOR FOREST TYPE DISCRIMINATION
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Shimoga (Karnataka) has a good forest cover which comprises a mix of deciduous andsemi evergreen trees. Trees in a deciduous forest normally shed their leaves in thewinter season and again begin with a new set of leaves in spring.
Compact polarimetric data obtained from RISAT-1 FRS beam has the potential todistinguish between full leaf tree and a partial / no leaf tree. This is because the crown ofthe tree which consists of leaves and branches, exhibits different volumes at differenttimes causing the microwave scattering behaviour to be different.
FRS-1 RH,RV data acquired during the leaf-off season shows scattering from trunk andbare branches whereas the full leafy trees exhibit multiple / diffuse scattering .
This is evident from the image which was decomposed into three components of targetsshowing even bounce, diffuse and odd bounce which relate to double scattering (likefrom a pillar), multiple scattering (like multiple reflections from branches, leaves etc) andsurface scattering (like from a surface), respectively.
Even (Double) Bounce Diffuse (Volume/multiple) Odd bounce (surface)
Incident radiation
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M-Delta Image: Fallow fields show surface (odd bounce) scattering ; deciduous forest patches show higher contribution of even bounce scattering due to less foliage during leaf-off period; Semi-evergreen forests show more diffuse
scattering due to higher foliage cover.
FCC of LISS-IV data of Jan. 08, 2016 m-delta decomposition composite of RISAT-1 cFRS-1 data of Jan. 01, 2016
(Even Diffuse Odd bounce scatterers)
Fallow Crop fields
Semi Evergreen forest
Deciduous forest
SHIMOGA (KARNATAKA) FOREST : A MULTI SENSOR PERSPECTIVE
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The FRS-1 RH, RV data helps in the discrimination of deciduous patches from semievergreen patches of forest.
The LISS-IV FCC which shows low reflectance in the deciduous patches. This can bemisinterpreted as non-vegetated area. However, the same area is seen as orange tingedin FRS-1 processed data, highlighting the component of vertical structures.
The LISS-IV data and FRS-1 data was fused with the expectation of extracting maximuminformation. The intensity of SAR data combined with the Infra red, red and greenspectral bands of LISS-IV data highlights many significant features in the image.
FRS complex data Calibrated data in ground range m-delta decomposed data
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Fallow Crop fields
Semi Evergreen forest
Deciduous forest
Fusion of data between LISS-IV and FRS-1.
The crop fields are current fallow.
The deciduous forest is clearly distinct from semi-evergreen forest patches. The dates of acquisition coincide with leaf fall season of the area.
Output image derived from Brovey fusion using Intensity from FRS-1; Infra-red, Red and Green from LISS-IV.