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CHAPTER - I
INTRODUCTION
1. INTRODUCTION
2.5 million square kilometers of fresh water area constitute one of the important
fishery resources of the world. It includes great river systems (Ganga, Nile, Amazon, etc),
lakes (Victoria, Nyasa, Chilka), ponds and canals of Southeast Asia, etc.
(Srivstava, 1998). India also has vast inland fishery resources (Nath and Das,2004;
Das,2011) in the form of rivers and canals, reservoirs, tanks and ponds, estuaries, flood
plain lakes and wetlands, etc (Table 1 and Table 2).These resources provide tremendous
scope for fish production. The North East (NE) Region of India comprising the state of
Assam, Arunachal Pradesh, Meghalaya, Nagaland, Manipur, Mizoram, Tripura and
Sikkim is also one of the few fresh water fish biodiversity hotspots in the world. The
region has vast and varied water resources (Table 3) including mighty rivers the
Brahamaputra and Barak (Tripathi, 2003; Kar, 2007a, 2007c; Baruah, 2009; Mahanta and
Goswami, 2009; Bhattacharjya, 2010). Among the N.E states, Assam has 3.90 lakh ha
(Anon, 2008) of inland water resources (Table 4), out of which, more than one lakh ha
(Baruah, et al, 2000 ; Shrivastava and Bhattacharjya, 2003; Kar 2007a) area are wetlands.
The Ramsar Convention (1971) defined wetlands as "areas of marsh, fen, peat
land or water, whether natural or artificial, permanent or temporary, with water that is
static or flowing, fi-esh, brackish or salt, including areas of marine water, the depth of
which at low tide does not exceed six metres". Moreover, Maltby's (1991) definition of
wetland is more comprehensive which states that:
"Wetlands occupy the transitional zone between permanently wet and generally
dry environments. They share characteristics of both environments, yet cannot be
classified exclusively as either aquatic or terrestrial".
Wetlands are available throughout the world in different forms and shapes,
Ramsar has identified 1643 wetlands that cover 145.73 million ha (Anon, 2007). Among
the South Asian countries, Bangladesh has forty million ha of wetland resources
(Rahman, 1987). In India, Government has identified 648507.0 ha of wetland area. State
wise list of Wetlands of International importance in India under Ramsar Convention is
shown at Table 5.
India has extensive wetlands (Table 6) of 2.02 lakhs ha (Sugunan, et al. 2000).
These are low-lying areas. These wetlands are mostly situated on floodplains of major
rivers viz. Ganga, Brahmaputra, Barak, Godavari, Cauvery and Krishna river basins.
Hence, they are better designated as floodplain wetlands (Dey, 1981; Dey and Kar, 1990 ;
Sugunan, 1997; Shrivastava and Bhattacharjya, 2003; Kar, 2000b,2004,2005). These
floodplains are the flat land bordering rivers that is subject to flooding which tends to be
most expensive along the lower reaches of rivers (Maltby,1991).
Floodplains can be classified in several ways, e.g., into permanently or seasonally
flooded ones (ICLARM, 1999, Kar, 2007a). Based on the flow of water, these can be
divided into (a) the running (lotic component) and (b) the standing (lentic components)
waters (Welcomme, 1979, Kar, 2009). These vary widely in area, shape, depth, extent of
riverine connection, etc. and have tremendous potential for development of capture,
culture and culture-based fisheries in them.
In most of the states, floodplain wetlands are locally called by different names,
such as Beels, Charhas, Baor.Haors and Annas (in Eastern India); Mauns, Chaurs and
Dhars ( in Bihar); Pats (in Manipur); Boar, Jheel (in West Bengal); Tals (in Uttar
Pradesh and Madhya Pradesh ); Sar and Dal (m Jammu & Kashmir ), etc. (Vass,1997;
Srivastava and Bhattacharjya, 2003; Kar,2004,2007a). Floodplain wetland resources of
India including Assam and other North East states are indicated at Table 7. These
floodplain wetlands together constitute important fishery resources in the State of West
Bengal, Bihar, Manipur, Arunachal Pradesh, Tripura and Meghalaya (Kar and Dey,
1982b; Kar,1990,2007a,c; Sugunan et al, 2000) besides Assam. West Bengal has an area
of more than 42500 ha of floodplain area spreading through out the state except few
districts like Purulia and Midnapore .The average annual yield of three different kind of
Beels of West Bengal are viz. 150-350 kg/ ha (shallow Beel), 250-475 kg/ha (deep water
Beel) and 500-1000 kg/ ha (medium water Beel) (Mukhpadhyay,1997).
Since time immemorial, these floodplains and their associated wetlands have been
utilized for well being of human societies. In many areas including Bangaldesh and India
(Minkin et.al., 1997 ; Thompson et.al., 1999),wetlands are the principal resource for the
survival of both rural and urban communities which provide fish, birds, edible plants,
reptiles, etc., water (for drinking and irrigation), building materials (reeds and timber).
transport and communication routes, effective sewage treatment systems, fertile soils for
agriculture, and buffers against flooding, erosion and nutrient loss (Howes, 1995;
Srivastava and Bhattacharjya, 2003; Kar, 1986,1996,1996c , 2005c,2010).
Kar (2007a, 2010) stated that in Assam and in adjoining Tripura and
Bangladesh, 3 kinds of wetlands are generally found namely:
(ayBeeP:- These are perennial wetlands which contain water throughout the year,
(b)'Haor':- These are seasonal wetlands which contain water for some period of
the year only, particularly, during the rainy season. As such, they are also called'
floodplain wetlands and
(c) 'Anua':- These are peculiar river-formed perennial oxbow-type wetlands
which are generally formed due to change in river course and which may or may not
retain connection with the original river.
The Assam Remote Sensing Application Centre and the Space Application Centre
has also developed classification system for the wetlands in Assam.
Goswami (1997) stated that Assam Beel can be categorized into four
morphologically distinguishable types, viz. (i) Typical oxbow (horse-shoe shaped), (ii)
Tube and canal type, (iii) Oval or saucer shaped and (iv) Dendritic tectonic type.
In India, Assam has maximum number of wetlands, commonly called as Beels
and are associated with river Brahamputra and Barak (Dey, 1981; Sugunan and
Bhattacharjya, 2000; Baruah et.al, 2000; Kar, 2000,2001, 2002, 2000a, 2003a , 2003b,
2008 ; Bhattacharjya, 2008, 2009). It constitutes an important, most productive and
potential fishery resources in the state and covers approximately 72.45% of total lentic
water areas of the state. However, its existing average production is only about 173
kg/ha/year against the estimated production potential of 1000-1500 kg/ha/year (Sugunan
and Bhattacharjya,2000; Srivastava and Bhattacharjya, 2003; Kar ,2007a, Anon,2010)
Further, different Beel have different management options viz. capture fisheries
and various forms of fisheries enhancements (including culture-based fisheries and
aquaculture) depending upon the extent of human intervention in the management
process for different types of Beels (e.g. open/close, large/small, etc.).
Assam has approximately 1392 Beek (Dey, 1981) covering almost 100,000
hectare, which is 49.5% of the total area under floodplain wetlands in India (Goswami,
1997; Srivastava and Bhattacharjya, 2003 ). Beeh constitute c_28.9% of the total fishery
resources (347,000 hectare) and as much as 70.4% of lentic water bodies (142,000
hectare) of Assam (Bhattacharjya, 2002; Kar, 2001,2002, 2004, 2007a). Out of 1392
Beels in Assam, 423 (30.4%)) are registered and 969(69.6%)) are unregistered ( Table 8).
Among, unregistered Beel, 52.1% are under the control of the state government and
47.9%) fall under the public sector. Goswami (1997) stated that as per government
records, there are 430 registered and 766 unregistered Beels while the remote sensing
data show more than 3000 Beels in Assam. Thus, they are one of the largest and the most
potential fishery resources of the State of Assam (Kar, 1984, 1990; Srivastava and
Bhattacharjya, 2003, Kar 2007a, 2010).
Except few works (Kar, 1982a,b 1982b, 1984, 1986,1987,1988, 1990 ; Dey and
Kar, 1990, Kar,2007a), precise data on fish yield from Beeh are not available. However,
they reportedly contribute @ 12.5% of the total fish production of the state (Srivastava
and Bhattacharjya, 2003). Kar (1986, 1987, 1988, 1990, 2007a) reported 332 mt yield
from Sone Beel in Assam. These wetlands generally possess high potential for in situ
fish production and where the topography allows; provide a 'collection sink' for the fish
produced in the flooded catchment areas. Further, most of the riverine fishes are
harvested from the adjoining Beels. The open Beeh act as breeding and nursery grounds
for a number of riverine fishes including Indian major carps.
The registered Beeh (numbering 423) that are under the administrative control of
the Revenue Department of the Government of Assam and the Assam Fisheries
Development Corporation (AFDC) generate considerable amount of revenue for these
government establishments. However, a combination of the natural processes of river-bed
evolution and anthropogenic changes {e.g., extensive flood control/irrigation works and
over exploitation) have reduced fish production of many Beeh through reduced auto-
stocking from rivers, deplefion of fish stocks, siltation, habitat destruction and heavy
macrophyte infestation. Conducting a study on Garjan Beel of Kamrup district of Assam,
Bordoloi (2008) stated that the Beeh were under tremendous anthropogenic stress and are
shrinking at an alarming rate. Effect of natural calamities and various mode of
exploitation of fishery resources have caused depletion of fish stock of indigenous
species ( Deka et.al,2005 ). Jhingran and Pathak (1987), Baruah et.al, (2000) mentioned
about the available fish species and soil and water quality (Table 9) of a typical Beel of
the State.
Sugunan et al. (2000), Shrivastava and Bhattacharjya (2003), Anon (2010)
indicated that fish yield from the Beels of Assam could be raised to 1,000-1,500 kg/
ha/year. Thus, there is an urgent need to formulate sound development and management
norms for effective utilization of the Beeh of Assam to increase their fish production in a
sustainable way.
In today's perspective, effective development and management of wetlands
/floodplain wetlands/5ee/5 call for a comprehensive strategy, ranging fi"om conservation,
legal frame works and policy support for inventorization, institutional mechanism need to
be strictly followed for its sustainable development (Ghosh,2001; Srivastava and
Bhattacharjya , 2003; Kar 1996, 2000a, 2002, 2003a, 2003b, 2004a, 2004b, 2007b, 2009,
2010; Bhatatcharjya, 2008). Simultaneously, two aspects namely community
participation and involvement of Non Government Organization (NGO) in the process of
development, conservation and management of these resources including community's
capacity building need to be ensured at the same time (Bhattacharjya , 2001; Kar 2003c ;
Barman, et.al,2006 ; Barman, et.al,2009).
In Assam, though few investigators have made strong attempt to study limnology
and fishery aspect of selected Beeh of Assam (Dey,1981; Lahan,1983; Kar, 1984 ;
Goswami,1985), systematic studies on role of people's participation on each stages of
development and management of Beel fisheries of Assam are not much
(Kar,1998a,2003c,2007a,2010). Barman (2004) mentioned that in fisheries management,
community-based fisheries organization is the most prominent factor which can mostly
affect on sustainable development of Beel through its direct effect on Beel user's
knowledge level on sustainable development of Beel fisheries. It is worthy to mention
here that considering the importance of people's participation in each stage of
development program, government of Assam initiated development interventions in few
selected Beels through community participation under World Bank funded Assam Rural
Infrastructure and Agricultural Service Project (ARIASP) during 1996-2001. In the
follow-up project of ARIASP, popularly called as Assam Agricultural Competitiveness
Project (AACP), an initiative has also been taken to develop 1000 ha of Beel Fisheries
through Community-based Fisheries Management (CBFM).
1.1 Impact of development and management of flood plain wetlands /Beel fisheries
due to community-based fisheries management
Today Community-based Fisheries Management (CBFM) has been gaining
much importance among the different stakeholders involved in fisheries and aquaculture.
From various studies, it is revealed that CBFM allows greater stake holders' participation
in decision making process, creates more transparent management system, enhances
competence with rules and regulations, greater co-operation between stakeholders,
strengthening management efficiency, reduce government cost, minimizing fishing
conflict, improve resource users' assesses to social, human, physical, financial and
natural capitals and promotes sustainable development and management ( Kar,
1989b;Salim 1998; Kar, 2000a,b,c,2003c; Barman,2005, 2007; Islam et.ai, 2006). Thus,
CBFM approach can be regarded as the most potential and effective management
approach for sustainable development of the Beel fisheries (Mazumdar, 1998;
Bhattacharjya, 2001; Kar, 1998a, 2007; Barman, 2004, 2005, Barman, et. al. 2006, 2009).
Sitka Declaration (2005) stated that CBFM always promotes diverse, selective fisheries,
maintain habitat integrity through use of low impact gear and practices.(
vyww.ecotrust.org/cbfm). Barman et a/. (2005) indicated that due to involvement of fisher
community in the pen culture practices in the Dek Beel of Kamrup district of Assam, the
cost of pen culture was reduced to a great extent and capacity building of the Beel users
found to be enhanced with respect to construction and installation of pens in the Beel.
Due to community-based mana gement of Beel namely in Ganja Khawari Beel (9.0 ha) in
Hailakandi district; Kacharidal Beel (5.20 ha) in Darrang district and Barmonipur (6.0 ha)
Beel in Marigaon district , fish production was raised to substantial level ,community
empowerment was ensured, people's participation was strengthened resulting in
sustainable development of these Beels.
The AACP, which came into existence in the state of Assam with effect from
Feb-March, 2005 to empower the poor fish farming communities (as clusters/ groups)
and to enhance their socio economic livelihood through Beel fisheries development, is a
unique example of community-based fisheries management approach. Under this project,
participatory development intervention been proposed in 1000 ha of Beels throughout the
state within five years by forming Beel Development Committee (BDC) from the
surrounding Beel users. It is hoped that the approach will ensure (a) effective community
participation, (b) environmental safeguards to the Beels and Beels users, (c) involvement
of NGO to ensure social safeguards in the entire process of development and
management of Beels . Executive Committee (EC) consisted of five community members
and one NGO representative and one government officer. It is responsible for overall
management of BDC as per the project guideline to ensure sustainable development of
the candidate Beels. Similarly, to ensure effective, transparent procurement, a community
led three persons formed Social Audit Committee (SAC) for those Beels.
1.2 . Objective of the study:
The three AACP Beels namely (a) Kutuha Bar Beel (16.00 ha) in Dibrugharh
district, (b) Amuguri Basa Pathar Beel (49.80 ha) in Golaghat district and (c) Talu Malu
Beel (22.00 ha) in Dhubri district were taken as study Beel and (d) Bithorkuri Beel (20.00
ha) under greater Sone Beel of Karimganj district of Assam was taken as control Beel.
Project intervention had been taken in the studied Beels (excluding control Beel) as per
the provision of AACP guideline and all observations, results are accordingly highlighted
in the light of development consequence of those Beels under the supervision of BDC.
The study includes the following objectives:
i. To study the socio-economic profile of community Beel users,
ii. To see the impact of Community-based Fisheries Management (CBFM) on
development and management of Beel fisheries,
iii. To identify the variables contributing most significantly to the Beel users
knowledge level on CBFM.
iv. To find out the different critical factors associated with successftil CBFM for
sustainable fish production from the studied Beels.
Table 1 . Fisheries Resources of India
4o
1 2 3 1 2 3 4 5 6
Resource
Coast line Exclusive Economic Zone Continental shelf Rivers and canals Reservoirs Pond and Tank Oxbow lake and derelict water Brackish waters Estuaries
Unit
Km Mil.sq,km Mil.sq,km Km Million ha Million ha Million ha Million ha Million ha
Resource size
8129 2.02 0.56
197024 3.15 2.35
1.3 1.24 0.29
Source: NFDB, 2010 (http:://nfdb.ap.nic.html/aboutus.htm)
Table 2 . Inland Water Resources of India
4o
1 2 3 4 5 6 7 8 9
Resource
Rivers Mangroves Estuaries Estuarine wetlands (bheries) Backwater / lagoons Large & Medium reservoir Small reservoir Flood plain wetlands Upland lakes
Uni
Km Ha Ha Ha Ha Ha Ha Ha Ha
Resource size
29000 356000 300000 39000 190500 1667809 1485557 202313 720000
Source: Nat/t and Das (2004)
Table 3. Aquatic resources of the North-Eastern states of India
Name of the state
Assam Manipur Meghalaya Nagaland Sikkim Tripura Arunachal Pradesh Mizoram Total
Source: Tripathi (2003)
Rivers (km)
4,820 3,360 5,600 1,600 900
1,200 2,000 1,750
21,230
Lakes and Reservoirs (ha)
1,713 28,600
-
4,740
35,053
Ponds & tanks (ha)
25,432 Negligible
50,000
12,811 Negligible
1,859 90,102
Beels, oxbow lakes, derelict water etc.(ha)
1,12,000 40,000
Negligible
40,000
1,92,000
Table 4. Water resources of the state of Assam
SI
1
2
3
4
5
6
7
Source
Resource
River Fisheries
Beel / Oxbow lakes
Forest Fisheries
Derelict Water Bodies/ Swamp
Reservoir Fisheries
Ponds/ tank
Community Tank
Total
; Department of Fisheries, Assam (2008)
Un
Ha
Ha
Ha
Ha
Ha
Ha
Ha
Ha
Water area
205000
100000
5017
39000
1713
35300
3500
3,89,530
Table 5. State wise list of Wetlands of International importance in Ramsar Convention.
SI. State/UT Name of Ramsar site Area No (Ha) 1 Andhra Pradesh Kolleru Lake 90100
2
3
4
5
6
7
8
9
10
11
12
13
14
Assam
Himachal Pradesh
Jammu and Kashmir
Kerela
Madhya Pradesh
Manipur Lake
Orissa
Punjab
Rajasthan
Tamil Nadu
Tripura
Uttar Pradesh
West Bengal
Deepor Beel
Pong Dam Lake
Kenuka Wet lands
Chandertal Wetland
Wular Lake
Tsomoriri
Hokera Wetlands
Surinsar-Mansar Lake
Ashtamudi Wetlands
Sasthamkotta Lake
Vembananad -Kol
Bhoj Wetlands
Loktak Lake
Chilka Lake
Bhitarkanika Mangoves
Harike Lake
Kanjli
Roper
Sambhar Lake
Keoladeo National Park
Point Calimere Wildlife
Rudrasagar Lake
Upper Ganga River
East Kolkata Wetlands
Total sites (25)
4000
15662
20
49
18900
12000
1375
350
61400
373
151250
3201
26600
116500
65000
4100
183
1365
24000
2873
38500
240
26590
12500
677131
India under
Date of declaration
19/8/02
19/08/02
19/08/02
8/11/05
8/11/05
23/3/90
19/8/02
8/11/05
8/11/05
19/8/02
19/8/02
19/8/02
19/08/02
23/03/09
1/10/81
19/08/02
23/3/90
22/01/02
22/01/02
23/3/90
1/10/83
19/8/02
8/11/05
8/11/05
19/8/02
Source : Conservation of Wetlands in India: A profile (2007)
10
Table: 6. Area of wetlands in India
SI Resources
1 Area under paddy cultivation
2 Area suitable for fish culture
A Fresh water
B Brackish water
3 Area under capture fisheries
4 Mangroves (G0I,1991 )
5 Estuaries
6 Backwater
7 Man-made impoundment
8 Rivers including main tributaries
9 Canals and irrigation channels
Total area of wet lands ( excluding rivers )
Source: Asian Wetland Bureau (1991)
Unit
Million ha
Million ha
Million ha
Million ha
Million ha
Million ha
Million ha
Million ha
Million ha
Km
Km
Million ha
Resources size
40.9
3.6
1.6
2
2.9
0.4
3.9
3.5
3
28000
113000
58.2
Table. 7. Distribution of Flood plain wetland resources in India
SI
1
2
3
4
5
6
7
State
Arunachal
Pradesh
Assam
Bihar
Manipur
Meghalaya
Tripura
West Bengal
Total
River basin
Kameng,Subansiri,Siang,Di
bang, Lohit, Dihing and Tira
Brahmaputra and Barak
Gandak and Kosi
Iral, Imphal and Thoubal
Someshwari and Jinjiram
Gumti
Ganga & Ichamati
Source: Sugunan,1995b
Local name
Beel
Beel
Mauns &Chaurs
Pat
Beel
Beel
Beel & Jheel
Area (Ha)
2500
100000
40000
16500
213
500
42500
202213
11
Table.8. Registered and unregistered Beels of Assam District Registered Unregistered
Govt, sector Private sector Total
Hailakandi Karimganj Cachar Darrang Sonitpur Dibrugarh and Tinsukia Dhubri Goalpara Kokxajhar Barpeta Kamrup Nalbari Karbi Anglong Dhemaji N.Lakhimpur North Cachar Morigaon Nowgaon Golaghat Jorhat Sibsagar Total
11 26 34 17 3 19 37 13 4
48 23 26 0 9 13 0
44 38 20 22 16
423
0 21 21 13 10 0
75 32 22 25 9 8 0
21 36 0 62 120
1 19 10
505
18 12
179 1 9 19 0 0 0 2 14 14 0
49 25 0 11 14 47 22 28
464
29 59
234 31 22 38 112 45 26 75 46 48 0
79 74 0
117 172 68 63 54
1392
Source: Goswami (1997).
Table 9(A). Fish species commonly available in the Beels of Assam
SI 1 2 3 4 5 6 7 8 9 10 11 12 13
Fish species Chela laubuca Chela atpar Securicula gora Salmostoma bacatla Salmostoma phuto Esomus danrica Danio devario Rasbora elenga Rasbora daniconius Rasbora rasbora Aspidopariajaya Aspidoparia morar Barilius barila
SI 38 39 40 41 42 43 44 45 46 47 48 49 50
Fish species Changunius changunio Tor tor Tor putitora Cirrhinus mrigala Cirrhinus reba Catla catla Crossocheilus latius latius Noenacheilus botia boita Botia dario Lepidocephalichthys guntea Somileptes gongota Rita rita Batasio spp.
SI 75 76 77 78 79 80 81 82 83 84 85 86 87
Fish species Glyptothorax telchitta Clarias batcrachus Hetreopneustes fossilis Chaca chaca Xenonthodon cancila Channa marulius Channa striatus Channa gachua Channa stewartii Channa panctatus Amphiphonous cuchia Chanda nama Chandaranga
12
14 15 16 17 18 19 20
21
22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37
Barilius barna Barilius shacra Barilius bola Barilius bendelistis Barilius tileo Barilius spp. Cyprinus carpio, communis Cyprinus carpio, specular is Fundus chola Puntius sophore Puntius sarana Puntius ticto Puntius gerius Puntius conchonius Osteobrama cotia Labeo rohita Labeo gonius Labeo calbasu Labeo bata Labeo dyocheilus Labeo nandina Labeo dero Labeo pangusia Labeo angara
51 52 53 54 55 56 57
58
59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74
Chandramara chandaramara Mystus cavasius Mystus vittatus Mystus bleekeri Mystus mnoda Mystus aor Mystus seenghala
Ompok binaculatus
Ompokpabo Ompok pabda Wallago atu A ilia cot la Ailia punctata Pseudeutropius atherinoides Clupisoma garua Eutropitichthys vacha Silonia silondia Pangasius pangasius Amblyceps mangois Bagarius bagarius Gagata cenia Nangra viridescens Erethistes pussilus Glyptothorax cavia
88 89 90 91 92 93 94
95
96 97 98 99 100 101 102 103 104 105 106
Badis badis Nandusnandus Sicanugil cascasia Rhinomugil corsula Glossogobius giuris Anabas testudineus Colisa fasciata
Colisa latius
Colisa chuna Colisa baculis Macrognathus aculeatus Mastacembalus armatus Mastacembalus pancalus Tetradon cutcutia Gadusia chapra Setipinna phasa Notopterus chitala Notopterus notopterus Ambypharyngodon mola
Source: Baruah et.al (2000)
Table 9(B). Soil and water quality of a typical Beel
B
I 2
Soil quality 3 4 1 2 3 4
Water quality 5 6 7 8 9
10 11 12 13 14
Parameters Ph Organic carbon (%) Available nitrogen-N (ppm) Available phosphorus-P (ppm) Temperature (degree centigrade) Transperancy (cm) Dissolved Oxygen (ppm) Ph Free carbondi oxide (ppm) Bicarbonate(ppm) Specific conductivity (mhos/cm) Total Hardness(ppm) Calcium (ppm) Magnesium (ppm) Dissolved Oxygen matter (ppm) Phosphote (ppm) Nitrate (ppm) Silicate (ppm)
5.10 2.80
605.00 40.00
18.50 48.00 4.27 6.40 2.00
15.00 34.90 13.90 5.00 3.00 2.77 0.02 0.05 4.90
Range to to to to to to to to to to to to to to to to to to
5.80 5.90
782.00 170.00 31.50 121.00
11.20 7.60
12.00 40.00 73.10 35.60 15.80 6.80 4.80 0.10 0.40
12.20 Source, Jhingran andPthak (1987)
13