Impact of
vegetation on the simulation of seasonal monsoon rainfall over the
Indian subcontinent using a regional model
Surya K Dutta 1 , Someshwar Das 1,
∗,SCKar 1 , U C Mohanty 2 and P
CJoshi 3
1 National Centre for Medium Range
Weather Forecasting, Noida, UP 201
307, India.
2 Centre for Atmospheric Science,
IIT, Delhi, India.
3 Space Application Centre, ISRO,
Ahmedabad 380 015, India.
∗e-mail: somesh07@yahoo.com
somesh03@gmail.com
Abstract:
The change in the type of vegetation fraction can induce major changes
in the local e ffects such as local evaporation,surface
radiation,etc.,that in turn induces
changes in the model simulated outputs.The present study deals
with the
effects of vegetation in
climate modeling over the Indian region using the MM5 mesoscale
model.The main objective of the present
study is to investigate the impact of vegetation dataset derived from
SPOT satellite by ISRO
(Indian Space Research Organization)versus that of USGS (United States
Geological
Survey)vegetation dataset on the simulation of the Indian summer
monsoon.The present study has been
conducted for five monsoon seasons (1998 –2002),giving emphasis over the
two contrasting southwest
monsoon seasons of 1998 (normal)and 2002 (de ficient).
The study reveals mixed results on the impact of vegetation datasets
generated by ISRO and USGS on the simulations of the monsoon.Results
indicate that the ISRO
data has a positive impact on the simulations of the monsoon over
northeastern India and along the
western coast.The MM5- USGS has greater tendency of overestimation of
rainfall.It has higher
standard deviation indicating that it induces a dispersive e ffect on
the rainfall simulation.Among
the five years of study,it is seen that the RMSE of July and JJAS (June
–July –August –September)for
All India Rainfall is mostly lower for MM5-ISRO.Also,the bias of July
and JJAS rainfall is
mostly closer to unity for MM5-ISRO.The wind fields at 850 hPa and 200
hPa are also better
simulated by MM5 using ISRO vegetation.The synoptic features like
Somali jet and Tibetan
anticyclone are simulated closer to the veri fication analysis by ISRO
vegetation.The 2 m air temperature is
also better simulated by ISRO vegetation over the northeastern
India,showing greater spatial
variability over the region. However,the JJAS total rainfall over north
India and Deccan coast is
better simulated using the USGS vegetation.Sensible heat flux over
north-west India is also better
simulated by MM5-USGS.
The interaction
of large scale and mesoscale
environment leading to formation of intense thunderstorms over Kolkata
Part I: Doppler radar and satellite observations
P Mukhopadhyay 1, ∗, M
Mahakur 1 and H AKSingh 2
1 Forecasting Research Division,
Indian Institute of Tropical
Meteorology, Dr. Homi Bhabha Road,
Pune 411 008, India.
2 India Meteorological Department,
Mausam Bhawan, Lodi Road, New Delhi
110 003, India.
∗e-mail: mpartha@tropmet.res.in
Abstract:
The weather systems that predominantly a ffect the eastern and
northeastern parts of India during the pre-monsoon summer months
(March,April and May)are severe
thunderstorms,known as Nor ’westers.The storms derive their names from
the fact that they
frequently strike cities and towns in the southern part of West Bengal
in the afternoon from the
north-west direction while traveling far from its place of genesis over
the Bihar plateau.The storms are devastating in nature particularly due
to strong (gusty)winds,heavy rains and hails associated with
it.Although these storms are well known for its power of causing
damages,studies on them are
relatively few due to their small size and sparse network of
observations.To address this important
issue,the evolution of two Nor ’westers of 12 March and 22 May 2003
over Kolkata is studied in
detail in this paper using hourly Doppler weather radar
(DWR)observations and high resolution
Meteosat-5 imageries.In addition,supporting meteorological reports are
used to find the large
scale conditions that in fluence the moisture convergence and vertical
wind shear.The genesis of both
the storms is found to be over Bihar –Jharkhand region and beyond the
range of the DWR.The satellite
observations are found to be useful in identifying the location and
initiation of the storms.The
movements of the storms are captured by the DWR estimated vertical
cross-section of re
flectivities.The Doppler estimate shows that the 12 March storm had a
vertical extent of about 10 –12 km at the
time of maturity and that of 22 May reaching up to 18 km signifying
deep convection associated with
these events.The genesis, maturity and dissipation are well brought out
by the hourly DWR and
satellite imageries.The DWR observations suggest that the systems move
at a speed of 20 –25
m/s.The DWR estimated precipitation shows a detailed spatial
distribution around Kolkata with
several localized zones of heavy rain and this is found to be well
supported by the nearby station
observations.This study establishes that DWR observations along with
hourly satellite imageries
are able to capture the evolution of Nor ’westers.The study also shows
that the composite
DWR-satellite information is a reliable tool for nowcasting the
location,time and path of movement
of Nor ’westers.Based on these observations,a conceptual model of the
Nor ’wester is proposed.
A study of
lightning activity over land and oceanic regions of India
Asha Nath 1 , G K Manohar 2 ,K K Dani
1 and P C S Devara 1
1 Indian Institute of Tropical
Meteorology,Pune 411 008,India.
2 Formerly,Indian Institute of
Tropical Meteorology,Pune 411 008,India.
Abstract:
Monthly variations of lightning activity over typical land and oceanic
regions of India were examined using satellite data (OTD)for a
5-year period (1995 –1999).It
is noted that the nature of variation between surface air maximum
temperature (Tmax
,thunderstorm days (Th n ,and lightning flash count over ER and WR
showed remarkable correspondence
and sensitivity with each other on monthly time scale.As we move out of
winter season and
enter the monsoon season,via pre-monsoon season,the WR undergoes
cooling relative to the
ER in the range 0.1 –1 .◦C.As a result,WR experiences reduction of
thunder days and
lowering in flash count. This decrease in Tmax Th n and flash count over
WR may also be
associated with relatively small values of Tøw and CAPE in
comparison with similar values over ER during the monsoon sea-son.Our
observation of associated reduction in Th n and lightning count
per 1 ◦C cooling in surface air maximum temperature suggests reduction
of ∼3 . thunderstorms
per station and 73 flashes.Comparison of lightning flashes between pairs
of
coastal,oceanic,arid-zone,hilly,and island stations reveals distinct
relationship between climate regime
and intensity of lightning activity.We may conclude the results of this
study by saying that the
overhead lightning activity is a clear re flection of the status of the
underlying ground-earth
properties.A close and continuous monitoring of lightning activity may
be considered as a need of
present day scientific studies.
On the diurnal
ranges of Sea Surface Temperature (SST) in the north Indian Ocean
S S C Shenoi 1,3, ∗, N Nasnodkar 1
,GRajesh 2 , K Jossia Joseph 2 ,
I Suresh 1 and A M Almeida 1
1 National Institute of Oceanography
(Council of Scientific and
Industrial Research), Dona Paula,
Goa 403 004, India.
2 National Institute of Ocean
Technology (Ministry of Earth Sciences),
Pallikarani, Chennai 600 100, India.
3 Present address: Indian National
Centre for Ocean Information
Services (Ministry of Earth Sciences),
Hyderabad, India.
∗e-mail: shenoi@incois.gov.in
Abstract:
This paper describes the variability in the diurnal range of SST in the
north Indian Ocean using in situ measurements and tests the suitability
of simple regression models
in estimating the diurnal range.SST measurements obtained from 1556
drifting and 25 moored buoys
were used to determine the diurnal range of SSTs.The magnitude of
diurnal range of SST was
highest in spring and lowest in summer monsoon.Except in spring,nearly
75 –80%of the observations reported diurnal range below 0 .5 ◦C.The
distributions of the magnitudes of diurnal warming
across the three basins of north Indian Ocean (Arabian Sea,Bay of
Bengal and Equatorial Indian
Ocean)were similar except for the differences between the Arabian
Sea and the other two basins
during November –February (winter monsoon)and May.The magnitude
of diurnal warming that depended
on the location of temperature sensor below the water level varied with
seasons.In
spring,the magnitude of diurnal warming diminished drastically with the
increase in the depth of
temperature sensor.The diurnal range estimated using the drifting buoy
data was higher than the
diurnal range estimated using moored buoys fitted with temperature
sensors at greater depths.
A simple regression model based on the peak solar radiation and average
wind speed was good enough to estimate the diurnal range of SST at ∼1
.0 m in the north
Indian Ocean during most of the seasons except under low wind-high
solar radiation conditions that
occur mostly during spring. The additional information on the rate of
precipitation is found to be
redundant for the estimation of the magnitude of diurnal warming at
those depths.
Seasonal
variation in the biochemical composition of
red seaweed (Catenella repens Catenella repens Catenella repens) from
Gangetic delta, northeast coast of India
Kakoli Banerjee 1
,RajrupaGhosh 1, ∗, Sumit Homechaudhuri 2 and Abhijit
Mitra 1
1 Department of Marine Science,
University of Calcutta, 35 Ballygunge
Circular Road, Kolkata 700 019, India.
2 Department of Zoology, University
of Calcutta, 35 Ballygunge Circular
Road, Kolkata 700 019, India.
∗e-mail: rajrupa14@gmail.com
Abstract:
The biochemical composition of red seaweeds,Catenella repens was
investigated in this present study along with subsequent analysis of
relevant physico-chemical
variables.In this study, the relationship between the nutritive
components of this species and
the ambient environ- mental parameters was established.Protein content
varied from 2 .
± 0 .of dry weight (stn.3)to 16 . ± 0 .of dry weight
(stn.1)with highest values
during monsoon.The protein levels were positively correlated with
dissolved nitrate
content and negatively cor- related with water temperature (except
stn.3)and salinity.Carbohydrate
content of this species varied signi ficantly (p <.during pre-monsoon
between
stations and the values showed positive relationship with salinity and
surface water
temperature.In contrast to carbo- hydrate,lipid concentration was
lowest in values and varied very
slightly between seasons and stations.Astaxanthin content of the
seaweed species was greater in
pre-monsoon than monsoon and post-monsoon in all the selected
stations.Compared with the
three seasons, samples of red seaweed collected in pre-monsoon has high
carbohydrate
–astaxanthin in con- trast to protein –lipid which showed high values
during
monsoon.Statistical analysis computed among the environmental and
biochemical parameters suggests the
potential role played by the abiotic parameters on biosynthetic
pathways of seaweed.This paper also
highlights the in flu- ence of the nutritional quality of water that can
be used for mass
cultivation of Catenella repens.
Groundwater flow
modelling of Yamuna–Krishni interstream, a part of central Ganga Plain
Uttar Pradesh
Izrar Ahmed and Rashid Umar
Department of Geology,Aligarh Muslim
University,Aligarh 202 002,India.
∗e-mail:rashidumar@redi ffmail.com
Abstract:
Groundwater is a major source of water for agricultural and domestic
requirements in western Uttar Pradesh.Due to increasing agricultural
requirements the
abstraction of groundwater has increased manifold in the last
two-to-three decades.The quaternary
alluvium hosts the aquifer in the region.The study area forms a part of
Yamuna –Krishni inter
fluve.Although the area hosts potential aquifers these have been
adversely a ffected by poor
management.For effective ground water management of a basin it is
essential that a careful water
balance study should be carried out. Keeping this in mind groundwater
flow modelling was attempted to
simulate the behaviour of the flow system and evaluate the water
balance.The groundwater flow modelling
was carried out.The horizontal flows,seepage losses from unlined
canals,recharge from
rainfall and irrigation return flows were applied using di fferent
boundary packages available in Visual
MODFLOW,Pro 4.1. The river aquifer interaction was simulated using the
river boundary
package.Hydraulic conduc- tivity values were applied to speci fic zones
and these ranged from 9.8
to 26.6 m/day.Recharge due to rainfall and irrigation returns were
assigned to respective
zones.Pumping rates of 500 m 3 / 1000 m 3 /1500 m 3 /2000 m 3 / and
2500 m 3 / were applied to
appropriate areas of the model to simulate areas of stress.The
zone budget shows a water balance
de ficit for the period June 2006 to June 2007.The total recharge to the
study area is 160.21
million m 3 (Mcum).The groundwater draft through pumping is of the
order of 233.56 Mcum,thus
leaving a de ficit balance of − 73 . Mcum.The sensitivity of the model
to input parameters was
tested by varying the para- meters of interest over a range of
values,monitoring the response of
the model and determining the root mean square error of the simulated
groundwater heads to the
measured heads.These analyses showed that the model is most sensitive
to hydraulic conductivity and
recharge parameters.Three scenarios were considered to predict
aquifer responses under varied
conditions of groundwater bstraction.
Estimation of
snow cover distribution in Beas basin,
Indian Himalaya using satellite data and ground measurements
H S Negi 1 ∗,A V Kulkarni 2 and B
SSemwal 3
1 Snow &Avalanche Study
Establishment,Chandigarh 160 036,India.
2 Space Applications
Centre,Ahmedabad,380 015,India.
3 H N B Garhwal University,Srinagar
Garhwal,246 174,India.
∗e-mail:negi −hs@yahoo.com
Abstract:
In the present paper,a methodology has been developed for the mapping
of snow cover in Beas basin,Indian Himalaya using AWiFS
(IRS-P6)satellite data.The
complexities in the mapping of snow cover in the study area are snow
under vegetation,contaminated
snow and patchy snow. To overcome these problems,field measurements
using spectroradiometer
were carried out and re flectance/snow indices trend were studied.By
evaluation and
validation of different topographic correction models,it was
observed that,the normalized di fference snow
index (NDSI)values remain constant with the variations in slope and
aspect and thus NDSI can take
care of topography e ffects.Di fferent snow cover mapping methods using
snow indices are
compared to find the suitable mapping technique.The proposed methodology
for snow cover mapping uses
the NDSI (estimated using planetary re flectance),NIR band re flectance
and forest/vegetation
cover information.The satellite estimated snow or non-snow pixel
information using proposed
methodology was validated with the snow cover information collected at
three observatory
locations and it was found that the algorithm classify all the sample
points correctly,once that pixel
is cloud free.The snow cover distribution was estimated using one year
(2004 –05)cloud free
satellite data and good correlation was observed between
increase/decrease areal extent of seasonal snow
cover and ground observed fresh snowfall and standing snow data.
Analytical
solutions of one-dimensional advection – di ffusion equation with
variable coe fficients in a finite domain
Atul Kumar, Dilip Kumar Jaiswal and
Naveen Kumar
Department of Mathematics,Faculty of
Science,Banaras Hindu
University,Varanasi 221 005,India.
∗e-mail:naveen@bhu.ac.in nks
−1953@yahoo.co.in
Abstract:
Analytical solutions are obtained for one-dimensional advection –di
ffusion equation with variable coe fficients in a longitudinal finite
initially solute free domain,for
two dispersion problems.In the first one,temporally dependent solute
dispersion along uniform flow in
homogeneous domain is studied.In the second problem the velocity is
considered spatially
dependent due to the inhomo- geneity of the domain and the dispersion
is considered proportional to
the square of the velocity. The velocity is linearly interpolated to
represent small increase in it
along the finite domain.This analytical solution is compared with the
numerical solution in case the
dispersion is proportional to the same linearly interpolated
velocity.The input condition is
considered continuous of uniform and of increasing nature both.The
analytical solutions are obtained by
using Laplace transforma- tion technique.In that process new
independent space and time variables
have been introduced. The e ffects of the dependency of dispersion with
time and the
inhomogeneity of the domain on the solute transport are studied
separately with the help of graphs.
Detection of
sub-basaltic sediments by a
multi-parametric joint inversion approach
Ajay Manglik* Saurabh K
Verma and K H Singh 1
National Geophysical Research
Institute (Council of Scientific &
Industrial Research), Hyderabad 500 606, India.
1 Present Address: GEST UMBC @
Planetary Geodynamics Laboratory, NASA
Goddard Space Flight Center,
Greenbelt, Maryland, USA.
∗e-mail: ajay@ngri.res.in
Abstract:
In many parts of the world sedimentary horizons with potential for
hydrocarbon are located below flood basalt provinces.However,the
presence of high velocity basaltic
overburden makes delineation of sediments di fficult due to the low
velocity layer problem.Electrical
and electromagnetic methods have been used in such scenarios because of
the good electrical
conductivity contrast between basalts and underlying
sediments.However,mapping of the target sediments becomes di fficult when
the layer is thin as the data errors due to inherent noise lead to
equivalent solutions.To tackle such di fficult situations,a joint
inversion scheme incorporating seismic
re flection and refraction, magnetotelluric and deep electrical
resistivity datasets is presented.E
fficacy of the scheme is tested for a model comprising a thin sedimentary
layer sandwiched between a
thick basalt cover and a granitic basement.The results indicate that
the parameters of the
target sedimentary layer are either poorly resolved or equivalent
solutions are obtained by the
inversion of individual datasets. Joint inversions of seismic re
flection (RFLS)and refraction (RFRS),or
DC and MT dataset pairs provide improved results and the range of
equivalent solutions is
narrowed down.Combination of any three of the above datasets leads to
further narrowing of this
range and improvements in mean model estimates.Joint inversion
incorporating all the datasets is found
to yield good estimates of the structure.Resolution analysis is carried
out to appraise estimates
of various model parameters obtained by jointly inverting di fferent
combinations of datasets.
Consolidation of
a poroelastic half-space with
anisotropic permeability and compressible constituents by axisymmetric
surface loading
Sarva Jit Singh 1 ∗, Raman Kumar 2
and Sunita Rani 2 ∗∗
1 Department of
Mathematics,University of Delhi,South Campus,New Delhi
110 021,India.
2 Department of Mathematics,Guru
Jambheshwar University of Science and
Technology,Hisar 125 001,India.
∗e-mail:s −j −singh@yahoo.com
∗∗e-mail:s −b −rani@redi ffmail.com
Abstract:
The fully coupled Biot quasi-static theory of linear poroelasticity is
used to study the consolidation of a poroelastic half-space caused by
axisymmetric surface loads.The
fluid and solid constituents of the poroelastic medium are compressible
and its permeability in the
vertical direction is di fferent from its permeability in the
horizontal direction.An analytical
solution of the governing equations is obtained by taking the
displacements and the pore pressure as the basic state variables
and using a combination of the Laplace and Hankel transforms.The
problem of
an axisymmetric nor- mal load is discussed in detail.An explicit
analytical solution is
obtained for normal disc loading.Detailed numerical computations
reveal that the anisotropy in
permeability as well as the com-pressibilities of the fluid and solid
constituents of the poroelastic
medium have signi ficant e ffects on the consolidation of the
half-space.The anisotropy in permeability
may accelerate the consoli- dation process and may lead to a dilution
in the theoretical prediction
of the Mandel –Cryer e ffect. The compressibility of the solid
constituents may also accelerate the consolidation process.
Trachyhystrichosphaera
Trachyhystrichosphaera
Trachyhystrichosphaera:Anage-markeracanthomorph from the Bhander group,
upper Vindhyan, Rajasthan
Purnima Srivastava
Centre of Advanced Study in
Geology,Lucknow University,Lucknow 226
020,India.
e-mail:purnimasrivastava − 51@redi
ffmail.com
Abstract:
A highly diversi fied,advanced and exceptionally well preserved
microfossil assemblage, dominated by a planktic community,has been
recorded from petrographic
thin sections of chert belonging to the Sirbu Shale Formation,Bhander
group,upper
Vindhyans,Rajasthan.Recently, it was noticed that the assemblage also
contains well
preserved,large-sized acanthomorphic acritarchs,Trachyhystrichosphaera
considered to be an age-marker
microfossil of the Cryogenian (850 –630 Ma).It is reported for the first
time from any Indian
microfossil assemblage of Proterozoic succession.The other microfossils
of the Sirbu Shale Formation are:well
preserved simple,small and large-sized sphaeromorphs;complex
acanthomorphs,cyanobacterial
community;especially a very small-sized but exceptionally well
preserved Obruchevella,a form
resembling Vol vox colonies; cf.vase-shaped microfossils and
morphologies,possibly inclining towards
fungal a ffinity,or lichen- like symbiotic associations of algae and
fungi.Till
date,Trachyhystrichosphaera has so far not been reported from
successions older than the Tonian (1000 –850 Ma).It is believed that
acantho- morphs attained maximum size in Ediacaran (630 –542 Ma),and
further
decreased in size in the Cambrian.The global paleontological literature
indicates that
Trachyhystrichosphaera ranges in age from Tonian –Ediacaran (1000 –542
Ma). The present record of Trachyhystrichosphaera as well as the
earlier
studies of micro and mega- scopic life of the Bhander Group in general
and the Sirbu Shale in
particular (aided by the absence of any Cambrian fossil
record)indicate that in all possibilities,age of
the Sirbu Shale should lie near Cryogenian (850 –630 Ma)and the
uppermost Bhander group,may incline
towards the Ediacaran (630 –542 Ma).
Application of
Markov chain and entropy analysis to lithologic succession –an example
from the early Permian Barakar Formation,Bellampalli coal field, Andhra
Pradesh,India
Ram Chandra Tewari 1 , ∗,DPSingh 2 ,
∗∗and Z A Khan 3 , †
1 Department of Geology,Sri
J.N.P.G.College,Lucknow 226 001,India.
2 SMEC India Pvt.Ltd.,5 th
Floor,Tower C,DLF Building 8,Cyber
City,Phase II,
Gurgaon 122 002,Haryana,India.
3 Directorate of Geology
&Mining,Khanij Bhawan,Lucknow 226
001,India.
∗e-mail:ram −tewari@yahoo.com
∗∗e-mail:dp.singh@smecindia.com
†e-mail:zahid26aug@yahoo.co.in
Abstract:
A statistical approach by a modi fied Markov process model and entropy
function is used to prove that the early Permian Barakar Formation of
the Bellampalli coal field
developed distinct cyclicities during deposition.From results,the
transition path of lithological
states typical for the Bellampalli basin is as:coarse to medium-grained
sandstone →interbedded fine-grained
sandstone/shale →shale →coal and again shale.The majority of cycles are
symmetrical but asymmetrical cycles are present as well.The chi-square
stationarity test implies that these
cycles are stationary in space and time.The cycles are interpreted in
terms of in-channel,point bar and
overbank facies association in a fluvial system.The randomness in the
occurrence of facies within a
cycle is evaluated in terms of entropy,which can be calculated from the
Markov matrices.Two types of
entropies are calculated for every facies state;entropy after
deposition E (post)and entropy
before deposition E (pre),which together form entropy set;the entropy
for the whole system is also
calculated.These values are plotted and compared with Hattori ’s
idealized plots,which indicate
that the sequence is essentially a symmetrical cycle (type-B of
Hattroi). The symmetrical cyclical deposition of early Permian Barakar
Formation
is explained by the lateral migration of stream channels in response to
varying discharge
and rate of deposition across the alluvial plain.In addition,the fining
upward cycles in the upper
part enclosing thick beds of fine clastics,as well as coal may
represent di fferential subsidence of
depositional basin.
Eco-restoration
of a high-sulphur coal mine overburden dumping site in northeast India:
A case study
J Dowarah 1 , H P Deka Boruah 1,
∗,JGogoi 1 , N Pathak 1 , N Saikia 1
and A K Handique 2
1 Biotechnology Division, North-East
Institute of Science &
Technology, CSIR, Jorhat 785 006, Assam, India.
2 Biotechnology Department, Gauhati
University, Guwahati 781 014,
Assam, India.
∗e-mail: dekaboruah@yahoo.com
hpdekaboruah@yahoo.com
Abstract:
Eco-restoration of mine overburden (OB)or abandoned mine sites is a
major environmental concern.In the present investigation,an integrated
approach was used to
rejuvenate a high-sulphur mine OB dumping site in the Tirap
Collieries,Assam,India,which is
situated in the Indo-Burma mega-biodiversity hotspot.A mine OB is
devoid of true soil character
with poor macro and micro- nutrient content and contains elevated
concentrations of trace and
heavy metals.Planting of herbs, shrubs,cover crops and tree species at
close proximity leads to primary
and secondary sere state succession within a period of 3 to 5 years.A
variety of plant species
were screened for potential use in restoration:herbs,including Sccharum
spontaneum Cymbopogon
winterianus Jowitt (citronella), and Cymbopogon flexuosus (lemon
grass)cover plants,including Mimosa
strigillosa M. striata and M. pigra shrubs,including Sesbania rostrata
(dhaincha)and Cassia
streata (cassia);and tree species,including Gmelina arborea (gomari)and
Dalbergia sissoo
(sissoo).Amendment with unmined soil and bio-organic matter was
required for primary
establishment of some plant species. Management of these plant species
at the site will ensure long term
sustainable eco-restoration of the coal mine-degraded land.
High-resolution
satellite image segmentation using H¨ older exponents
Debasish Chakraborty 1 ∗, Gautam
Kumar Sen 2 ∗∗and Sugata Hazra 2 †
1 Regional Remote Sensing Service
Centre, Indian Space Research
Organization, IIT Campus,
Kharagpur 721 302, India.
2 School of Oceanographic Studies,
Jadavpur University, Kolkata 700
032, India.
∗e-mail: deba.isro@gmail.com
deba1964@yahoo.com
∗∗e-mail: gksju@yahoo.co.in
†e-mail: shazra@geology.jdvu.ac.in
Abstract: Texture in
high-resolution satellite images requires substantial
amendment in the conventional seg- mentation algorithms.A measure is
proposed to compute the H ¨older
exponent (HE)to assess the roughness or smoothness around each pixel of
the image.The localized
singularity information is incorporated in computing the HE.An optimum
window size is evaluated so
that HE reacts to localized singularity.A two-step iterative procedure
for clustering the transformed HE image is adapted to identify the
range of HE,densely occupied in the kernel and
to partition H ¨older expo- nents into a cluster that matches with
the range.H ¨older exponent
values (noise or not associated with the other cluster)are clubbed to a
nearest possible cluster using
the local maximum likelihood analysis.