The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part B7. Beijing 2008
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Chittagong using JERS-1 SAR data (Rahman and Sumantyo,
2007) and the study separated forest, degraded forest, shrubs,
coastal plantations, agriculture, shrimp-farms, urban and water.
Recently L-band ALOS PALSAR data become available and it
is useful to investigate their potential for land and forest cover
mapping in different terrestrial ecosystems. The objective of
this investigation was to examine this newly available data-set
for forest cover mapping in the tropical forest regions of South
eastern Bangladesh.
2. MATERIALS AND METHODS
2,1 Descriptions of Study Area
The study area was located between 2l°29' to 21°40 / N and
92°01 / to 92° 10' E (Figure 1) in South-eastern Bangladesh
and distributed over approximately 300 sq. km. Sub-tropical
monsoon climate prevails in the study region and has three
distinct seasons: pre-monsoon hot season (March-May), rainy
monsoon season (June-October) and cool dry winter
(November-February). Monsoon usually accounts for about
80% of average annual rainfall in the region.
Figure 2. Tropical wet evergreen and semi-evergreen forest of
the study area (photograph was acquired during 2002-2003)
Figure 1. Location of the study area
he forests in the region are classified as tropical wet ever-green
and semi-evergreen forests (Champion et al., 1965, Figure 2).
Evergreen stratum is characterized with Dipterocarpus species.
Sometimes a certain proportion of deciduous trees are also
present in the upper canopy of the forests. Gregarious formation
of Dipterocarpus species is also noticed in some places with the
rare occurrence of any other species. Bamboo appears in several
places where upper canopy is removed, but is absent in the
virgin forests where cane and palms are the main woody
monocotyledons (Khan, 1979).
2.2 Data Sets
ALOS PALSAR polarimetric data on 9 March 2007 was used in
the study. The data has four different modes: HH, HV, VH and
VV polarization (Table 1). Landsat Enhanced Thematic Mapper
Plus (ETM+) of 136/045 (path/row) on 19 December 1999
assisted the interpretation procedure. Digital elevation model
(DEM) of Shuttle Radar Topographic Mission (SRTM) data
was used to ortho-rectify ALOS PALSAR data.
Incidence
angle
Polarization
Explanation
21.5°
HH
• Horizontally polarized
transmission
• Antenna only received
horizontal polarization
HV
• Horizontally polarized
transmission
• Antenna only received
vertical polarization
VH
• Vertically polarized
transmission
• Antenna only received
horizontal polarization
VV
• Vertically polarized
transmission
• Antenna only received
vertical polarization
Due to extreme human interference virgin forests are seldom
noticed. Most of the crops are secondary re-growth and still in
the process of succession to climax evergreen type. The process
of succession is often hindered by human disturbance and thus
leads to scrubby forests in many locations (Khan, 1979).
Table 1. The characteristics of data-sets
2.3 Methodology
ALOS PALSAR image (level 1.5) was ortho-rectified using
SRTM digital elevation data and image header information. The
study area was separated as subset. Geometric distortion on the
image was further checked and corrected (only single-order)
with the ortho-rectified Landsat ETM+ image, which was
earlier verified on the ground. Speckles on the PALSAR image
was reduced by 3X3 Lee-sigma filtering.