35
Long-term Island Area Alterations in the Indian and Bangladeshi Sundarban: An Assessment Using Cartographic and Remote Sensing Sources Sunando Bandyopadhyay Department of Geography, University of Calcutta, Kolkata 700019, India. Email: [email protected] Nabendu Sekhar Kar Department of Geography, University of Calcutta, Kolkata 700019, India. Email: [email protected] Susmita Dasgupta Development Research Group, World Bank, Washington, DC 20433, USA. Email: [email protected] Dipanwita Mukherjee Department of Geography, University of Burdwan, Burdwan 713104, India. Email: [email protected] December 2018 Funding for this research has been provided by the South Asia Water Initiative administered by the World Bank. The findings, interpretations, and conclusions expressed in this paper are entirely those of the authors. They do not necessarily represent the views of the International Bank for Reconstruction and Development/World Bank and its affiliated organizations or those of the Executive Directors of the World Bank or the governments they represent.

Long-term Island Area Alterations in the Indian and Bangladeshi … · 12,371 km2 and 250 (1967), 12,227 km2 and 243 (2000–02), 12,164 km2 and 250 (2015–16). The rate of area

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  • Long-term Island Area Alterations in the Indian and Bangladeshi Sundarban: An

    Assessment Using Cartographic and Remote Sensing Sources

    Sunando Bandyopadhyay

    Department of Geography, University of Calcutta, Kolkata 700019, India. Email: [email protected]

    Nabendu Sekhar Kar

    Department of Geography, University of Calcutta, Kolkata 700019, India. Email: [email protected]

    Susmita Dasgupta

    Development Research Group, World Bank, Washington, DC 20433, USA. Email: [email protected]

    Dipanwita Mukherjee

    Department of Geography, University of Burdwan, Burdwan 713104, India. Email: [email protected]

    December 2018

    Funding for this research has been provided by the South Asia Water Initiative

    administered by the World Bank.

    The findings, interpretations, and conclusions expressed in this paper are entirely those

    of the authors. They do not necessarily represent the views of the International Bank for

    Reconstruction and Development/World Bank and its affiliated organizations or those of

    the Executive Directors of the World Bank or the governments they represent.

    mailto:[email protected]://mail.google.com/mail/u/0/?view=cm&fs=1&[email protected]

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    2

    Abstract

    The seaboard areas of the western Ganga–Brahmaputra delta (GBD) harbours the largest

    unfragmented mangrove forest of the world, the Sundarban. The region is shared by India and

    Bangladesh. Cartographic and remote sensing materials of 1904–24 (Survey of India

    toposheets), 1967 (Corona images), 2000–02 (IRS-1D LISS-3+Pan fused scenes), and 2015–

    16 (Resourcesat-2 LISS-4 fmx scenes) are digitally evaluated for this area (12,164 km2) for

    bringing out area transformations of ~250 forested and reclaimed islands. To facilitate analysis,

    the islands are sorted into three groups based of their distance from the northern and southern

    edges of the study region. The outcome show that while its interior channels, mainly in the

    west, are getting clogged, the bay-proximal islands are decreasing in area at a fast pace. Total

    island area and island count values detected by the study are: 12,618 km2 and 254 (1904–24),

    12,371 km2 and 250 (1967), 12,227 km2 and 243 (2000–02), 12,164 km2 and 250 (2015–16).

    The rate of area reduction kept a near-constant value of –4.45 km2/yr all through this interval

    and is reflected both in the India- and Bangladesh-administered portions of the Sundarban. The

    loss of the bay-facing islands of the region can mainly be attributed to non-availability of fluvial

    and marine sediments due to degeneration of deltaic distributaries and shelf bypassing through

    a submarine canyon. The reason for land gain in the northern Sundarban can be related to flood

    tide dominance due to loss of morphological equilibria in the reclaimed estuaries. It is difficult

    to link the effects of relative sea level rise and vertical accretion of island surfaces to the

    alterations in island sizes due to conflicting and overlapping signals. The detected trends of area

    change are likely to continue in the foreseeable future; therefore, they need to be integrated into

    planning for the region.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    3

    Introduction

    Contributed by a combined catchment area of 1.6 × 106 km2, the Ganga–Brahmaputra delta

    (GBD) of the northern Bay of Bengal is the world’s largest in terms of land area (about 120,000

    km2) as well as yearly release of sediments into the sea (about one billion tons per annum). The

    Ganga–Padma–Lower Meghna river diagonally divides the GBD into two parts. The

    southwestern portion, along with the southern coastline of the delta between the Hugli and the

    Baleswar estuaries, is primarily contributed by the distributaries of the Ganga system—active

    or dissipated. Its 200-km littoral stretch constitutes about 47% of the GBD coastline and

    harbours the largest unfragmented mangrove forest of the world—the Sundarban. Delta-

    building bio-tidal processes, at the southern frontier of the GBD, was responsible for phased

    accretion of all sea-front islands of the Sundarban c. 5–2 kyr before present (Allison et al, 2003),

    from what probably was a number of disconnected incipient subtidal and intertidal shoals to ots

    present configuration. The region is shared by India and Bangladesh, with its international

    border running through the rivers of Ichhamati, Kalindi, Raimangal, and Harinbhanga (Fig. 1).

    The Sundarban is exposed to a unique set of natural environmental hazards – storm inundation,

    saline intrusion, sea level rise, coastal erosion, and channel sedimentation – that are set to

    aggravate in a warming world. Among these, the problems of erosion of the tidal islands and

    sedimentation of their intervening creeks did not receive the attention they deserve. In this

    context, the present work attempts to document the long-term island area changes through

    coastline shifts that took place in this region since the early 19th century using maps and images.

    Sundarban: Reclamation and present status

    Although the frontiers of the Sundarban mangroves started to move southward for expansion

    of rice farms from the 13th century (Eaton, 1990), forests still occupied some 16,500 km2 of

    tidal seaface of the GBD between the Hugli and the Meghna estuaries about 240 years ago

    (Rennell, 1779). Rennell reflected in 1781 that ‘this tract ... is so completely enveloped in

    woods, and infested with tygers [sic], that if any attempts have ever been made to clear it (as is

    reported) they have hitherto miscarried’. He noted that ‘sand and mud banks ... extend twenty

    miles off some of the islands’ of the delta and imagined that ‘some future generation will

    probably see these banks rise above water, and succeeding ones possess and cultivate them!’

    (Rennell, 1788:259, 266).

    Under the British colonial government, reclamation of the Sundarban was initiated in 1770. It

    transformed into an institutionalised effort from 1783 (Pargiter, 1934) manifesting

    administrative policies that viewed the wetlands mostly as wastelands (Richard and Flint,

    1990). By 1831, reclaimable portion of the region between the Hugli and the Pussur was divided

    into 236 compartments or ‘lots’ south of the Dampier–Hodges (D–H) Line, surveyed in 1829-

    30 to demarcate the contemporary frontier of the wetlands (Pargiter, 1934). The scheme was

    later extended up to the Baleswar by adding 22 more lots. This formed the basis of all

    subsequent reclamation efforts (Ascoli, 1921). At that time, the area of Sundarban forests was

    11,610 km2.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    4

    Among the three original districts constituting Sundarban, reclamation of the eastern Bakarganj

    was nearly complete by 1910 (Jack, 1918). Situated between the Baleswar and the Meghna, the

    deltaic distributaries of this part had lower tidal range than the west and received freshwater

    from upcountry sources. This helped to reduced salinity and replenishment of fertile sediments

    that sustained agriculture. In contrast, reclamation went on up to the start of this century in the

    western 24 Parganas somewhat sporadically. Occupying the abandoned GBD between the

    Hugli and the Raimangal, here the salinity as well as the tidal range were higher than the east,

    requiring higher embankments to arrest tidal spill. Between these two regions, the wetlands of

    Khulna, bounded by the Raimangal and the Baleswar, mostly remained intact. Consideration

    of commercial significance of the forest produces enforced Government protection in varying

    degrees since 1875 in Khulna and adjacent parts of 24-Parganas (Ascoli, 1921). As the

    contemporary Survey of India (SoI) maps indicate, extent of mangroves in Khulna did not

    reduce appreciably after the 1920s.

    Currently, the littoral tract between the Hugli and the Baleswar rivers is known by the name of

    Sundarban. The Indian Sundarban Biosphere Reserve is demarcated by 19 community

    development blocks south of the D–H Line and incorporates both reclaimed and non-reclaimed

    regions. In Bangladesh, Sundarban denotes only the mangrove wetlands. A 10-km and a

    proposed 20-km buffer from the forest boundary delineate the Ecologically Critical Area and

    the Sundarban Impact Zone (SIZ), respectively (Fig. 1). 20 upazilas (sub-districts) of

    Bangladesh get wholly or partly included within the reach of the proposed SIZ. Area of the

    non-reclaimed Sundarban wetlands is 6,262 km2 at present, of which India administers 28%,

    and Bangladesh, 62%.

    F.E. Pargiter detailed the procedure of reclamation of Sundarban in The Calcutta Review of

    July, 1889. The first task was to embank the low-lying forested islands. This meant that a line

    was drawn through the forest along the banks of the streams surrounding the area to be

    reclaimed and an earthen embankment was constructed along the line to prevent tidal

    inundation. Strong dams were constructed across the mouth of small streams in order to keep

    salt water out. This work was followed by felling of the forests, digging of tanks, and

    construction of huts; systematic cultivation could then begin. Apart from depriving the

    embanked area from sediment accretion, the process exposed the settlers of the reclaimed

    Sundarban a number of natural hazards enlisted earlier. In Bangladesh, extensive forest-front

    areas are now protected large-scale polder dykes since 1960s (Bari Talukdar, 1993). In India,

    the marginal bunds have only recently been started to be reinforced.

    Previous works

    Among the works that studied coastline shifts of the Sundarban region from comparative

    cartographic / remote sensing materials or field studies, notable are: Chakrabarti (1995),

    Bandyopadhyay and Bandyopadhyay (1996), Bandyopadhyay (1997), Allison (1998), Hazra et

    al. (2002), Bandyopadhyay et al. (2004), Ganguly et al. (2006), Rahman et al. (2011), Rahman

    (2012), Sarwar and Woodroffe (2013), Raha et al. (2014), Chakrabarti and Nag (2015), Ghosh

    et al. (2015), Quader et al. (2017), and Ahmed et al. (2018). Although these works detected a

    prevailing eroding trend of the delta front, none of these, however, estimated alterations in

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    5

    island-wise data of the area of the interiors of Sundarban. These studies mostly remained

    confined either to Indian or to Bangladeshi, close to the southern coast of the GBD. The present

    research fills-up this gap in information.

    Methodology

    Maps and satellite data

    Finding out the century-scale rates of area change of the islands constituting the Sundarban is

    the chief aim of this work. To achieve this, four datasets with resolution of ~5 m or finer are

    selected. These are as follows.

    Survey of India (SoI) 1:63.360 toposheets of 1904–24 (38 maps),

    Corona KH4A space photographs of 1967 (9 images),

    IRS-1D LISS-3+Pan merged False Colour Composite (FCC) of 2000–02 (15 images), and

    Resourcesat-2 LISS-4 fmx FCC of 2015-16 (11 images).

    To facilitate orthorectification, a couple of additional mosaics were prepared:

    A map of 16 SoI 1:50,000 toposheets,

    A FCC of four Landsat-8 OLI panmerged scenes.

    Table 1 states the details of the above six datasets.

    Table 1: Cartographic and remote sensing scenes of Sundarban used for data generation and

    orthorectification

    Map / Image 1, Scale /

    Resolution

    Year of Survey /

    data Acquisition

    [central-value within

    brackets]

    Interval from

    Preceding

    database

    Area covered by each

    map / satellite scene

    38 SoI Topographic

    Sheets: Zone 79B, C, F,

    G, J

    1:63,630

    (1 inch 1 mile)

    1904–24 [1914] — 1515:

    26 km 28 km

    16 SoI Topographic

    Sheets: Zone 79B, C, F,

    G 2

    1:50,000

    (1 cm 0.5 km)

    1959–81, 14 sheets

    surveyed in 1967–69

    — 2 1515:

    26 km 28 km

    09 Corona KH4A

    Images: DS1038-

    2102DA-183 to -191

    ~2 m 1967 Interval from

    1914: 53 yr

    70 km 17 km (each

    divided scene)

    04 IRS-1D LISS-3

    Images: Paths 108, 109,

    110; Rows 55, 56, 57

    23.5 m 2000–02 [2001] Interval from

    1967: 34 yr 140 km 140 km

    15 IRS-1D Pan Images:

    Paths 109, 110; Rows 55,

    56, 57; Quadrates A, B,

    C, D

    5.6 m 70 km 70 km

    04 Landsat-8 OLI

    Images: Paths 137, 138;

    Rows 44, 45 2

    15 m

    (panmerged)

    2015 — 2 170 km 183 km

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    6

    11 Resourcesat-2 LISS-

    4 fmx Images: Paths

    109, 110; Rows 56, 57;

    Quadrates A, B, C, D

    5 m 2015–16 [2015.5] Interval from

    2001: 15 yr 70 km 70 km

    1. Acronyms: fmx: full-swath multispectral, IRS: Indian Remote Sensing Satellite, LISS: Linear Imaging Self Scanner, OLI:

    Operational Land Imager, Pan: Panchromatic, SoI: Survey of India

    2. Mosaic only utilised for orthocorrection

    Orthorectification and mosaicing

    The orthorectification and mosaicing of the satellite scenes of all datasets are carried out using

    Geomatica (ver. 2015) software on Universal Transverse Mercator projection (zone 45Q) and

    World Geodetic System–1984 ellipsoid. The 2015 OLI scenes are used as the reference for

    orthocorrection of all satellite data. The individual satellite scenes constituting a mosaic are

    colour matched where necessary to achieve a visually pleasing greyscale image (Corona) or

    standard FCC (OLI, LISS-3+Pan and LISS-4), with infra-red, red, and green bands / panmerged

    bands of satellite data shown in red, green, and blue colours, respectively.

    All Survey of India toposheets are individually corrected using their graticules on spherical

    coordinates (degree-minute-second) on Everest ellipsoid. Next, they are mosaiced, and

    reprojected to Universal Transverse Mercator projection (zone 45Q) and World Geodetic

    System–1984 (WGS–84) ellipsoid to match rest of the data layers.

    Island area demarcation

    Northward extent of the present study area boundary is determined using the northernmost

    definable islands in the 1904–24 topographical sheets of Sundarban (Table 1). This means that

    an active channel separate the upper islands from the mainland of the north; beyond these, no

    definable island exists. Most of the channels used for delineating the study area remain active

    in 2015–16, the acquisition year of the latest dataset used here.

    The coastline of a given island is delineated by manual digitisation of the spring High Water

    Level (HWL). A coastline is normally defined as the landward limit of seawater during the high

    spring tides in fair-weather conditions. (Bird, 1985:5–8). Determining these lines from maps is

    straightforward, because an HWL is already plotted in a map. Most satellite scenes used in this

    study represented high-water environment, and did not show intertidal features seaward of the

    HWL. Moreover, the HWL extraction here is done manually here on the basis of clear

    understanding of the coastal features of reclaimed and non-reclaimed areas of Sundarban and

    different types and resolutions of satellite images that represent them.

    Island ID, group, and centroid generation

    In this work, the individual islands in the maps and images are all identified by a numbered

    prefix of letters representing administrative divisions of either community development blocks

    (Indian reclaimed Sundarban), or upazilas (Bangladeshi reclaimed Sundarban), or forest blocks

    (Indian non-reclaimed Sundarban), or forest ranges (Bangladeshi non-reclaimed Sundarban).

    The identity of a given islet is kept same in all the four mapping / imaging years, if not it gets

    separated into one or more entities or merges with another island.

    For simplifying data analysis, the islands are classified according to their locations from the

    southern seaface and northern limit of the study area. Two 12-km buffers from the 1904-24

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    7

    northern and southern bounds of the study area are generated and use for designating the islands

    crossing the northern and southern buffers and northern islands and southern islands

    respectively. The islands not transecting the buffers are labelled as central (Fig. 11). Two large

    and elongated islands situated at the eastern and western ends of Sundarban—Sagar and

    Bhandaria—intersected both the buffers and were kept out of this analysis.

    In addition, centroids for the islands are plotted for the four mapping/imaging years for getting

    an idea on how island-wise land loss and land gain changed in relation to their northward

    position from the seaface and westward location from 88.04°E, which is the western limit of

    the study area at the southwestern Sagar island.

    To estimate erosion and accretion figures from the island vectors of two consecutive

    mapping/imaging years, spatial analysis principles of overlay, and intersection are used. A set

    of vectors belonging, for example, to 1967 and 2000–02, are overlaid to generate a third vector

    with superposed areas. In this vector, the different segments are designated either to erosion or

    to accretion or to no-change. All these vector-related analysis are performed in ArcGIS

    ver.10.3.1 (centroid creation) and Geomatica v.2015 (buffer formation, spatial analyses).

    Statistical tasks are done in MS Excel ver.2016.

    Outcome

    The summary of the data generated by this work are displayed in nine maps (Fig. 2–9, 11) and

    12 diagrams (Fig. 10, 12–22). The evaluation was done on the basis of the northern, central,

    and southern island groups, stated in the methods section. Table 2 shows country-specific data

    of changes in total island numbers, total area, and rate of total area alterations.

    The summary table and diagrams connote the following trends for the region.

    Almost the entire coast of the Sundarban facing the Bay of Bengal retrogrades for the

    last~100 years, regardless its status as non-reclaimed or settled portions. The Indian

    Sundarban coastline bounded by the Saptamukhi and the Gosaba channels (Fig. 3–6)

    registers highest rate of erosion at 40 m/yr. The rates of shoreline retreat slows on either

    sides of this tract, and becomes negligible at the eastern edge of Sundarban.

    Table 2: Summary of island number and island area data: Indian and Bangladeshi Sundarban

    Zone Specifics Mid-value of Mapping / Imaging Years

    1914 1967 2001 2016

    Sundarban

    Region

    (Indian and

    Bangladeshi)

    Island count 254 250 243 250

    Supratidal area (km2) 12,617.8 12,370.5 12,227.2 12,164.0

    Area Index: base = 1914 100.0 98.0 96.9 96.4

    Alteration rate since preceding

    mapping / surveying year (km2/yr)

    –4.665 –4.216 –4.358

    Western

    Sundarban

    Island count 136 132 126 134

    Supratidal area (km2) 4,508.2 4,345.9 4,271.2 4,235.3

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    8

    (Indian) Area Index: base = 1914 100.0 96.4 94.7 93.9

    Alteration rate since preceding

    mapping / surveying year

    (km2/yr)

    –3.061 –2.197 –2.481

    Eastern

    Sundarban

    (Bangladeshi)

    Island count 118 118 117 116

    Supratidal area (km2) 8,109.6 8,024.6 7,956.0 7,928.8

    Area Index: base = 1914 100.0 99.0 98.1 97.8

    Alteration rate since preceding

    mapping / surveying year

    (km2/yr)

    –1.603 –2.019 –1.878

    It is possible to group the trends of area loss and gain of the individual islands into six classes:

    loss (linear), loss (non-linear), gain followed by loss, gain (non-linear), gain (non-linear),

    and loss followed by gain, as depicted in Fig. 9 and 10.

    In the islands, the land lost (5.68% of total) is close to three times of the land gained (1.82%),

    which denotes a general erosional trend. In the northern islands, gain (4.31%) is seen to score

    over loss (3.03%). Conversely, both central and southern islands show greater loss (4.74%

    & 17.85%, respectively) than gain (1.46% & 1.65%, respectively) (Fig. 12, 17). In the study

    region, more islands are eroding (68% of total count) than accreting (32%), suggesting an

    overall erosive inclination. In the north, the growing islands (52% of total count) closely

    match the count of eroding islands (48%). More of the central islands are affected by erosion

    (76%) compared to accretion (24%). Similar trends are detected in the southern islands,

    where, 78% of islets recorded erosion while the rest (22%) eroded (Fig. 13). Overall, the

    trends of area alterations appear similar and linear in the whole of Sundarban region as well

    as Indian ad Bangladeshi sectors (Fig. 16).

    From 1967 to 2000–02, the central and southern isles show fast and progressive erosion;

    while the northern islands recorded massive land gain. However, the overall scenario is that

    the supratidal area of the studied region show unidirectional decline, with areas of 78% of

    the islets reducing and just 22% increasing (Fig. 14/15).

    In the entire area and across the periods, minor gaining trend is seen eastward, with very low

    significance level. Similarly insignificant trends are recorded for the islands of north and

    central area. For the northern Sundarban, slightly accreting trend of high significance is

    detected landward. The coast-proximal islands of the south show significant area gain

    eastwards (Fig. 19). Insignificant trends are brought out for the northern and central islands,

    while the coastal islands show significant gain in area northwards (Fig. 20).

    Many tidal channels of the interior areas are getting clogged, mostly in the reclaimed western

    areas and partly in the eastern reclaimed stretches. This caused certain trend reversals in the

    northern islands (Fig. 21, 22). Pearson’s correlation coefficient (r-value) derived through

    processing of island area change data pertaining to the four mapping/imaging years indicate

    that significant land gain takes place northwards.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    9

    Reasons for change

    How can the observed trends be explained in the light of existing knowledge of regional

    sedimentation? The main reasons seems to be delta abandonment, shelf bypassing of sediments,

    regional tidal asymmetry, and relative sea level rise.

    Delta abandonment and shelf bypassing of sediments

    Advancement and retreat of a deltaic coast rest on the relative supremacy of the erosional wave

    and tidal forces and the depositional fluvial inputs. With most of the Ganga’s distributaries

    feeding the Sundarban becoming degenerated, the region is now fluvially abandoned. Although

    some 109 t of sediments are annually routed through the Meghna estuary into the continental

    shelf off the GBD (Milliman and Syvitski, 1992; Goodbred, 2003), a large part of it is captured

    by the Swatch of No Ground submarine canyon, and routed into the deep sea Bengal fan as it

    moves westward (Kuehl et al., 1989, 1997, 2005) (Fig. 23). This lack of sediment supply results

    in continuous land loss in the coastal islands, aggravated by the periodic effects of tropical

    cyclones (Fig. 24), and monsoonal waves.

    Time–velocity asymmetry of tides

    Wright et al. (1973) showed that in a morphological equilibrium condition, length of a resonant

    macrotidal estuary (), that has a tidal range of more than 4 m, tends to equal a quarter of the

    tidal wavelength (L) generated in it, that is:

    → 0.25 L

    Length of the tidal wave, behaving as a shallow water wave in an estuary, is determined by tidal

    period (T: a constant in a given locality), gravitational acceleration (g: another constant, 9.81

    m sec–2) and average depth of the estuary (D: the only variable) in the following relationship:

    L = T(gD)

    Reclamation restricts the area of tidal spill through marginal embankments, takes shallow

    intertidal wetlands away from the realm of the estuary and thereby increases its average depth

    (Pethick, 1984, 1994) (Fig. 25). This removes the estuary from morphological steady state. For

    example, both of the 1988-92 and 1992-2002 hydrographical charts of India’s Naval

    Hydrographic Office indicate that the length of the westernmost estuary of reclaimed

    Sundarban, the Hugli, equals about one-sixth (=0.17 L) of the tidal wavelength entering into

    it (Bandyopadhyay, 2000; Nandy and Bandyopadhyay, 2010).

    The macrotidal estuaries of the Sundarban responds to this by setting up time-velocity

    asymmetry in tidal cycles. The flood tides span for shorter duration in a cycle, and have higher

    landward velocity than the longer ebb. This causes active channel sedimentation and, in selected

    reclaimed stretches, erosion of the embankments to decrease the average depth and to restore

    the equilibrium condition (Bandyopadhyay et al., 2014). Moreover, the dissimilarity of water

    current in tidal channels and in adjacent mangrove wetlands leads to dynamic tidal circulation,

    which maintains the channel depth. Clearing of mangroves disrupts this balance and also results

    in siltation of the channel (Augustinus, 1995:353). All these put forward a plausible explanation

    for the accretion seen in the reclaimed northern islands of the Sundarban region.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    10

    Relative sea level rise

    The relative sea change data of tidal stations of the coastal GBD, available from

    www.psmsl.org, around the Sundarban region show a range of 1.19–6.25 mm/yr and centres on

    3–4 mm/yr (Fig. 26). The effect of this on island size changes in Sundarban remain somewhat

    inclusive because of known vertical accretion rates from the region. Despite lateral land loss all

    around, these rates have been estimated to be 0–11 mm/yr (Allison and Kepple, 2001) and 10

    9 mm/yr (Rogers et al., 2013) from the no-reclaimed surfaces of Khulna Sundarban.

    Concluding notes

    The outcome of this study indicate that with present overall rate of area alterations that clearly

    depict higher land loss than land gain, Sundarban is set to get reduced by 3.12% of its current

    size (380 km2) at 4.57 km2/yr by 2010. In erosion, the Indian and Bangladeshi parts will lose

    1.87% and 1.25% of area, respectively. Most of this is estimated to take place in the south and

    eight seafront islands, seven of them in India, will get fully eroded within the next few decades

    (Table 3).

    A sizable extent of mangroves protects the settled areas of Bangladesh, defending them from

    the intimidations of coastal retreat and other sea-front hazards associated with landfalls of

    tropical cyclones. In the western section of the Indian Sundarban, the mangroves are obliterated

    right up to the southern coastlines, exposing the resident population to all adverse eventualities.

    Future planning for the region must accept the change that have been introduced into the system

    by the humans and choose a moderate course between the requirements of the nature and the

    needs of the people.

    Table 3: Islands projected to erode completely within 21st century.

    Island

    Name

    Island ID

    (see Fig. 2)

    Forest Block /

    Range

    Projected year of

    erosion

    Haliday Hd Haliday, India 2030

    Bhangaduni Md-04 Mayadwip, India 2067

    Kankramari

    West

    NK 10 ms Namkhana, India 2061

    Kankramari

    South

    NK 11 ms Namkhana, India 2061

    Ghoramara Sg 02 Sagar, India 2036

    Chhota Haldi

    (b) Fragment

    Ch-03 Chhota Haldi, India 2100

    Bulchery Cl-04 Chulkati, India 2100

    Sutarkhali Khl 25 Khulna, Bangladesh 2045

    Acknowledgments

    This research was conducted under the South Asia Water Initiative – Sundarbans Targeted

    Environmental Studies. We thank Karabi Das, Pritam Kumar Santra, and Abhijit Das for their

    help with data processing.

    The results, analyses, and conclusions presented in this article are entirely those of the authors.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    11

    They do not necessarily stand for the views of the International Bank for Reconstruction and

    Development / World Bank and its affiliated organizations, or those of the Executive Directors

    of the World Bank or the governments represented by them.

    References

    Ahmed, A., Drake, F., Nawaz, R., Woulds, C. 2018. Where is the coast? Monitoring coastal land

    dynamics in Bangladesh: An integrated management approach using GIS and remote sensing

    techniques. Ocean & Coastal Management, 151: 10–24.

    Allison, M.A. 1998. Historical changes in the Ganges–Brahmaputra Delta Front. Journal of Coastal

    Research, 14(4): 1269–1275.

    Allison, M.A., Kepple, E.B. 2001. Modern sediment supply to the lower delta plain of the Ganges–

    Brahmaputra River in Bangladesh. Geo-Marine Letters, 21: 55–74.

    Allison, M.A., Khan, S.R., Goodbred Jr., S.L., Kuehl, S.A. 2003. Stratigraphic evolution of the late

    Holocene Ganges-Brahmaputra lower delta plain. Sedimentary Geology, 155: 317–342.

    Ascoli, F.D. 1921. A Revenue History of Sundarbans from 1870 to 1920. 2002 reprint, West Bengal

    District Gazetteers, Govt. of West Bengal, Kolkata: 218p.

    Augustinus, P.G.E.F. 1995. Geomorphology and sedimentology of mangroves. In Perillo, G.M.E.

    (editor): Geomorphology and Sedimentology of Estuaries, Elsevier, Amsterdam: 333-357.

    Bandyopadhyay, S. 1997. Coastal erosion and its management in Sagar island, South 24-Parganas, West

    Bengal. Indian Journal of Earth Science, 24(3-4): 51–69.

    Bandyopadhyay, S. 2000: Coastal changes in the perspective of long term evolution of an estuary: Hugli,

    West Bengal, India. In: Rajamanickam, V and Tooley, M.J. (editors) Quaternary Sea Level

    Variation, Shoreline Displacement and Coastal Environment, New Academic Publishers, Delhi:

    103–115.

    Bandyopadhyay, S. in press. Evolution and geomorphology of the Sundarban. In: Nishat, B. (editor):

    Landscape Narrative of the Sundarban: Towards Collaborative Management by Bangladesh and

    India. The International Water Association, The Hague: 37–55.

    Bandyopadhyay, S., Bandyopadhyay, M.K. 1996. Retrogradation of the western Ganga-Brahmaputra

    delta, India and Bangladesh: Possible reasons. In Tiwari, R.C. (editor): Proceedings of 6th

    Conference of Indian Institute of Geomorphologists, National Geographer, 31(1-2): 105–128.

    Bandyopadhyay, S., Kar, N.S., Das, S. Sen, J. 2014: River systems and water resources of West Bengal:

    A review. In: Vaidyanadhan, R. (editor): Rejuvenation of Surface Water Resources of India:

    Potential, Problems and Prospects. Geological Society of India Special Publication No. 3: 63–84.

    Bandyopadhyay, S., Mukherjee, D., Bag, S., Pal, D.K., Das, R.K., Rudra, K. 2004. 20th century

    evolution of banks and islands of the Hugli estuary, West Bengal, India: Evidences from maps,

    images and GPS survey. In Singh, S., Sharma, H.S., De, S.K (editors): Geomorphology and

    Environment, ACB Publishers, Kolkata: 235–263.

    Bari Talukdar, M.A. 1993. Current status of land reclamation and polder development in coastal

    lowlands of Bangladesh. Polders in Asia, Atlas of Urban Geology, 6, United Nations Economic

    and Social Council for Asia and the Pacific: 1–22.

    Bird, E.C.F. 1985. Coastline Changes: a Global Review. John Wiley and Sons, New York: 219p.

    Chakrabarti, P. 1995. Evolutionary history of the coastal Quaternaries of the Bengal plain, India.

    Proceedings, Indian National Science Academy, 61A(5): 343–354.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    12

    Chakrabarti, P., Nag, S. 2015. Rivers of West Bengal: Changing Scenario. Geoinformatics and Remote

    Sensing Cell, Govt. of West Bengal, Kolkata: 265p.

    Eaton, R.M. 1990. Human Settlement and Colonization in the Sundarbans, 1200-1750. Agriculture and

    Human Values. 7(2): 7–16.

    Ganguly, D.; Mukhopadhyay, A., Pandey, R.K., Mitra, D. 2006. Geomorphological Study of Sundarban

    Deltaic Estuary. Photonirvachak: Journal of the Indian Society of Remote Sensing, 34(4): 431-435.

    Ghosh, A., Schmidt, S., Fickert, F., Nüsser, M. 2015. The Indian Sundarban Mangrove Forests: History,

    Utilization, Conservation Strategies and Local Perception. Diversity, 7: 149–169.

    Goodbred Jr., S.L. 2003. Response of the Ganges dispersal system to climate change: A source-to-sink

    view since the last interstade. Sedimentary Geology, 162: 83–104.

    Hazra, S., Ghosh, T., Dasgupta, R., Sen, G. 2002. Sea level and associated changes in Sundarbans.

    Science and Culture, 68(9-12): 309–321

    Jack, J.C. 1918. Bengal District Gazetteers: Bakarganj. Bengal Secretariat Book Depot, Calcutta: 175p.

    Kuehl, S., Levy, B.M., Moore, W.S., Allison, M.A. 1997. Subaqueous delta of the Ganges-Brahmaputra

    river system. Marine Geology, 144: 81–96

    Kuehl, S.A., Allison, M.A., Goodbred, S.L., Kudrass, H. 2005. The Ganges–Brahmaputra delta. In:

    Giosan, L., Bhattacharya, J. (editors): River Deltas—Concepts, Models, and Examples. SEPM

    Special Publication, 83: 413–434.

    Kuehl, S.A., Hariu, T.M., Moore, W.S. 1989. Shelf sedimentation off the Ganges-Brahmaputra river

    system: Evidence for sediment bypassing to the Bengal fan. Geology, I7(12): 1132–1135.

    Milliman, J.D., Syvitski, J.P.M. 1992. Geomorphic/tectonic control of sediment discharge to the ocean:

    The importance of small mountainous rivers. Journal of Geology, 100(5): 525–544.

    Nandy, S., Bandyopadhyay, S. 2010. Trend of sea level change in the Hugli estuary, India. Indian

    Journal of Geo-Marine Science, 40(6): 802–812.

    Oldham, R.D. 1893. Manual of the Geology of India, 2nd ed, Geological Survey of India; 427–458.

    Oldham, T. 1870. President’s Address, Proceedings of Asiatic Society of Bengal for February, 1870:

    40–52.

    Pargiter, F. E. 1889. The Sundarbans. Calcutta Review, 178 : 280–301.

    Pargiter, F.E. 1934. A Revenue History of the Sundarbans from 1765 to 1870. 2002 reprint. West Bengal

    District Gazetteers, Government of West Bengal, Kolkata: 415p.

    Pethick, J. 1984. An Introduction to Coastal Geomorphology. Edward Arnold, London: 259p.

    Pethick, J. 1994. Estuaries and wetlands: Function and form. In Falconer, R.A., Goodwin P. (editors):

    Wetland Management. Thomas Telford, London: 75–142.

    Quader, M.A., Agrawal, S., Kervyn, M. 2017. Multi-decadal land cover evolution in the Sundarban, the

    largest mangrove forest in the world. Ocean & Coastal Management, 139: 113-124.

    Raha, A.K., Mishra, A., Bhattacharya, S., Ghatak, S., Pramanick, P., Dey, S., Sarkar, I., Jha, C. 2014.

    Sea Level Rise and Submergence of Sundarban Islands: A Time Series Study of Estuarine

    Dynamics. Journal of Ecology and Environmental Sciences, 5(1): 114–123.

    Rahman, A.F., Dragoni, D., El-Marri, B. 2011. Response of the Sundarbans coastline to sea level rise

    and decreased sediment flow: A remote sensing assessment, . Remote Sensing of Environment,

    115: 3121–3128.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    13

    Rahman, M.M. 2012. Time-series analysis of coastal erosion in the Sundarbans mangroves.

    International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

    (22nd ISPRS Congress, Melbourne) 39(B8): 425–429.

    Ray, P. B. 1966. Tidal rivers in the deltaic zone, River Behaviour and Control : Journal of River Research

    Institute, 1: 48–61.

    Rennell, J. 1778. An account of the Ganges and Burampooter rivers, Philosophical Transactions.

    Reprinted as an appendix to Rennell, J. (1788): Memoir of a Map of Hindoostan or the Mogul

    Empire, M. Brown, London: 251–258.

    Rennell, J. 1779. A Bengal Atlas: Containing Maps of the Theatre of War and Commerce on that side

    of Hindoostan. Map #2.

    Richards, J.F., Flint, E.P. 1990. Long-term transformations in Sundarbans wetlands forests of Bengal.

    Agriculture and Human Values. 7(2): 17–34.

    Rogers, K.G., Goodbred, S.L., Mondal, D. 2013. Monsoon Sedimentation on the “abandoned” tide-

    influenced Ganges-Brahmaputra Delta plain. Estuarine Coastal and Shelf Science, 131: 297–309.

    Sarwar, M.G., Woodroffe, C.D. 2013. Rates of shoreline change along the coast of Bangladesh. Journal

    of Coastal Conservation, 17(3): 515–526.

    Sarwar, M.G.B. 2013. Sea-Level Rise along the Coast of Bangladesh. In Shaw, R., Mallick, F., Islam,

    A. (editors): Disaster Risk Reduction Approaches in Bangladesh, Springer Japan: 217–231.

    Wright, L.D., Coleman, J.M., Thom, B.G. 1973. Processes of channel development in a high-tide-range

    environment: Cambridge Gulf-Ord river delta, western Australia. Journal of Geology, 81(1): 15–

    41.

  • FIGURES

    Figure 1: Composite map of the Sundarban region. Selected populated places and boundaries are shown in the map. Comparison between 1904–24 topographical maps and 2015–16 satellite images brings out the extent of erosion along nearly the entire seaface of the delta and accretion in the interior parts, chiefly in the west. Source: See Table 1. D–H Line extracted from 1:253,440 Atlas of India map # 121 & 122 of c. 1860 (modified from Bandyopadhyay, in press).

  • Figure 2. Tidal islands of the Sundarban region identified by centroids and unique identification code of mapping year 1904–24. Outlines of the islands in 2015–16 are represented in ochre. Island centroids of 1904–24, 1967, 2000–02 and 2015-16 are shown in red, green, grey, and blue, respectively. Source: See Table 1.

    Figure 3: Lost and gained island area between 1904–24 and 1967 (53 yr), shown in red and green, respectively. Source: See Table 1.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    16

    Figure 4: Lost and gained island area between 1967 and 2000–02 (34 yr), shown in in red and green, respectively.

    Source: See Table 1.

    Figure 5 Lost and gained island area between 2000–02 and 2015-16 (14 yr), shown in in red and green,

    respectively. Source: See Table 1.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    17

    Figure 6: Lost and gained island area between 1904–24 and 2015-16 (102 yr), shown in in red and green,

    respectively. Source: See Table 1.

    Figure 7: High Water Level polygons of southern seafront islands of Sundarban indicate continuous land loss

    throughout the mapping / imaging years. Source: See Table 1.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    18

    Figure 8: Sedimentation and emergence of new islands in the northern areas of Sundarban within the estuaries of

    Saptamukhi (left) and Thakuran (right). Source: See Table 1.

    Figure 9: Types of supratidal area alterations in the islands of Sundarban during the four survey / imaging years

    used in the study. Figure 10 provides examples of representative islands. See Fig. 2 for ID of islands. Source: See

    Table 1.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    19

    Figure 10: Types of supratidal area alterations in islands of Sundarban during the four survey / imaging years

    shown by type-islands. The islands can be located using their identity code in Fig. 2. Source: See Table 1.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    20

    Figure 11: Classification of the study area islands into northern (represented in yellow), central (represented in

    ochre) and southern (represented in green) groups on the basis of two 12-km buffers drawn from the northern and

    southern (coastal) boundaries of the study area, shown here in red and cyan lines, respectively. All diagrams in

    Fig. 12–15, and 17–22 are based on this division. Sagar island (Sg-03) of India and Bhandaria island (U-08) of

    Bangladesh are excluded from all of the three groups because of their north–south extension. Shown in light grey,

    these two islands occupy the western and eastern extremities of Sundarban, respectively.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    21

    Figure 12: Change in supratidal area of the Sundarban islands between 1904-24 and 2015-16, the first and

    last year of mapping/imaging. (A) In entire Sundarban, area lost by erosion (5.68% of total area) is near about three

    times of the area gained by accretional processes (1.82% of total area) which signifies an overall erosional trend.

    (B) In case of northern island group, accretion (4.31% of total area) is greater than erosion (3.03% of total area).

    (C) & (D) Both the central and southern group of islands are experiencing greater erosion (4.74% & 17.85% of total

    area, respectively) than accretion (1.46% & 1.65% of total area, respectively). Sagar Island (Sg-03) of India and

    Bhandaria island (U-08) of Bangladesh are excluded from the spatial groups (B–C). Please see text and Fig. 11 for

    details. Source: See Table 1.

    227.7

    -713.1-750

    -625

    -500

    -375

    -250

    -125

    0

    125

    250

    Are

    a (k

    m2)

    (A) Entire Sundarban

    122.5

    -86.1

    -750

    -625

    -500

    -375

    -250

    -125

    0

    125

    250

    Are

    a (k

    m2 )

    (B) Northern Islands

    71.9

    -233.3

    -750

    -625

    -500

    -375

    -250

    -125

    0

    125

    250

    Are

    a (k

    m2 )

    (C) Central Islands

    33.2

    -359.4

    -750

    -625

    -500

    -375

    -250

    -125

    0

    125

    250A

    rea

    (km

    2 )

    (D) Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    22

    Figure 13: Islands with positive and negative change in area between 1904-24 and 2015-16, the first and last

    year of mapping/imaging. (A) In entire Sundarban, majority of islands faced erosion (68% of total count) over

    accretion (32% of total count) which indicates an overall erosive inclination. (B) In case of northern island group,

    accreting (52% of total count) islands nearly matches the numbers of islands facing erosion (48% of total count).

    (C) In central part, most islands are affected by erosion (76% of total count) than accretion (24% of total count) (D)

    Trends similar to central group is seen in southern part. Here, 78% of the total islands are eroding whereas only

    22% of islands are accreting. Sagar Island (Sg-03) of India and Bhandaria (U-08) island of Bangladesh are excluded

    from (B), (C), and (D). Source: See Table 1.

    64

    137

    0

    20

    40

    60

    80

    100

    120

    140

    160

    Positive changecount

    Negative changecount

    Isla

    nd

    Co

    un

    t(A) Entire Sundarban

    32 30

    0

    20

    40

    60

    80

    100

    120

    140

    160

    Positive changecount

    Negativechange count

    Isla

    nd

    Co

    un

    t

    (B) Northern Islands

    22

    70

    0

    20

    40

    60

    80

    100

    120

    140

    160

    Positive changecount

    Negative changecount

    Isla

    nd

    Co

    un

    t

    (C) Central Islands

    10

    35

    0

    20

    40

    60

    80

    100

    120

    140

    160

    Positive changecount

    Negativechange count

    Isla

    nd

    Co

    un

    t

    (D) Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    23

    Figure 14: Changes in supratidal area through the years of mapping/imaging. Progressive and rapid loss of land

    area is observed in case of central (C) and southern islands (D); though the northern island group (B) experienced

    massive accretion between 1967 and 2001. The overall trend is that the land area of the entire Sundarban (A) is

    progressively declining. Here, 78% of the total islands are eroding whereas only 22% of islands are accreting.

    Sagar island (Sg-03) of India and Bhandaria (U-08) island of Bangladesh are excluded from (B), (C), and (D), as

    shown in Fig. 11. Source: See Table 1.

    12,618

    12,371

    12,227 12,164

    11,900

    12,000

    12,100

    12,200

    12,300

    12,400

    12,500

    12,600

    12,700

    Are

    a (k

    m2)

    (A) Entire Sundarban

    2,843 2,858

    4,751 4,776

    0

    1,000

    2,000

    3,000

    4,000

    5,000

    6,000

    Are

    a (k

    m2)

    (B) Northern Islands

    4,918

    4,822

    4,6834,662

    4,500

    4,550

    4,600

    4,650

    4,700

    4,750

    4,800

    4,850

    4,900

    4,950

    Are

    a (k

    m2)

    (C) Central Islands

    2,014

    1,875

    1,819

    1,764

    1,600

    1,650

    1,700

    1,750

    1,800

    1,850

    1,900

    1,950

    2,000

    2,050

    Are

    a (k

    m2)

    (D) Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    24

    0

    Figure 15: Time series change in area through the years of mapping/imaging. Linear rapid loss of land area is

    observed in case of central (C) and southern islands (D) though northern island group (B) experienced massive

    accretion between 1967 and 2001 and connoted positive trends. The overall trend is that the land area of the entire

    Sundarban (A) is progressively reducing. Sagar island (Sg-03) of India and Bhandaria island (U-08) of Bangladesh

    are excluded from (B), (C), and (D). See Fig. 11. Source: See Table 1.

    12,618

    12,371

    12,227

    12,164

    y = -4.4652x + 21161R² = 0.9994

    12,100

    12,200

    12,300

    12,400

    12,500

    12,600

    1900 1950 2000

    Are

    a (k

    m2)

    Year

    Entire Sundarban

    2,843

    2,858

    4,7514,776

    y = 21.277x - 38205R² = 0.7596

    0

    1,000

    2,000

    3,000

    4,000

    5,000

    6,000

    1900 1950 2000

    Are

    a (k

    m2)

    Year

    Northern Islands

    4,918

    4,822

    4,683

    4,662

    y = -2.6295x + 9963.4R² = 0.9665

    4,600

    4,650

    4,700

    4,750

    4,800

    4,850

    4,900

    4,950

    1900 1950 2000

    Are

    a (k

    m2)

    Year

    Central Islands

    2,014

    1,875

    1,819

    1,764

    y = -2.3528x + 6513.6R² = 0.9895

    1,750

    1,800

    1,850

    1,900

    1,950

    2,000

    2,050

    1900 1950 2000

    Are

    a (k

    m2)

    Year

    Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    25

    Figure 16: Country-wise changes in supratidal area through the years of mapping/imaging. If the changes in

    net supratidal area of the Sundarban region is viewed in its entirety (A), or as western Indian (B) or eastern

    Bangladeshi (C) sectors, the trends of changes appear noticeably similar and linear, irrespective of their absolute

    values. Source: See Table 1.

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    26

    Figure 17: Individual island-wise change in area between 1904-24 and 2015-16, the first and last year of

    mapping/imaging for the entire Sundarban (A), and northern (B), central (C), and southern (D) groups of islands.

    The diagrams show that the islands of the southern group are most affected by coastal erosion. Sagar island (Sg-

    03) of India and Bhandaria island (U-08) of Bangladesh are excluded from (B), (C), and (D) because of their north–

    south extension. See Fig. 11. Source: See Table 1.

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    0 100 200

    Are

    a (

    km2)

    Island Count

    (A) Entire Sundarban

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    0 50

    Are

    a (

    km2)

    Island Count

    (B) Northern Islands

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    0 50 100

    Are

    a (

    km2)

    Island Count

    (C) Central Islands

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    0 20 40

    Are

    a (

    km2)

    Island Count

    (D) Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    27

    Figure 18: Distribution pattern of the Pearson’s correlation coefficient (r-value) generated by analysing the

    time series trends of area change of individual islands considering all mapping/imaging years for the entire

    Sundarban (A), and northern (B), central (C), and southern (D) groups of islands. The diagrams show that most of

    the islands of Sundarban are eroding at a rapid rate having r-values very close to (–1). Some of the islands,

    especially in the northern group, are also accreting at a high rate. Sagar island (Sg-03) of India and Bhandaria

    island (U-08) of Bangladesh are excluded from (B), (C), and (D). See Fig. 11. Source: See Table 1.

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    0 100 200

    r va

    lue

    Island Count

    (A) Entire Sundarban

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    0 20 40 60

    r va

    lue

    Island Count

    (B) Northern Islands

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    0 50 100

    r va

    lue

    Island Count

    (C) Central Islands

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    0 20 40

    r va

    lue

    Island Count

    (D) Coastal Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    28

    Figure 19: Relationship between easting and area change between 1904-24 and 2015-16. In case of the entire

    Sundarban (A), very slight increasing trend (accretion) is seen towards east though the significance level is low.

    Very insignificant trends are also observed for northern (B) and central (C) island groups. However, the coastal

    islands show significant increase in area towards east. Sagar island (Sg-03) of India and Bhandaria island (U-08)

    of Bangladesh are excluded from (B), (C), and (D). See Fig. 11.

    y = 1.392x - 126.39R² = 0.0075P = 0.21542F = 1.4858

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    88 88.5 89 89.5 90

    Are

    a (k

    m2)

    Eastings

    (A) Entire Sundarban

    y = -1.3674x + 122.2R² = 0.0114P = 0.40624F = 0.69289

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    88 89 90

    Are

    a (k

    m2)

    Eastings

    (B) Northern islands

    y = -0.5205x + 44.646R² = 0.0021P = 0.67584F = 0.19011

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    88 89 90

    Are

    a (k

    m2)

    Eastings

    (C) Central Islands

    y = 8.1369x - 731.92R² = 0.1589P = 0.00620F = 8.12232

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    88 88.5 89 89.5 90

    Are

    a (k

    m2)

    Eastings

    (D) Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    29

    Figure 20: Relationship between northward distance from shoreline and change in area between 1904-24

    and 2015-16, the first and last years of mapping/imaging. In case of the entire Sundarban, (A) only slightly

    increasing trend (accretion) is seen northwards but this trend is of emphatic significance. Insignificant trends are

    detected for northern (B) and central (C) island groups, but the coastal islands are showing significant increase in

    area towards north. Sagar island (Sg-03) of India and Bhandaria island (U-08) of Bangladesh are excluded from

    (B), (C), and (D) because of their north–south extension. See Fig. 12. Source: See Table 1.

    y = 0.0696x - 5.1977R² = 0.0683000P = 0.00000001F = 14.5830200

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    0 50 100

    Are

    a (k

    m2)

    Distance from shoreline (km)

    (A) Entire Sundarban

    y = -0.0282x + 2.4153R² = 0.0152P = 0.24326F = 0.92351

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    0 50 100A

    rea

    (km

    2)

    Distance from shoreline (km)

    (B) Northern Islands

    y = -0.0557x + 0.363R² = 0.0384P = 0.76255F = 3.59847

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    0 25 50 75

    Are

    a (k

    m2)

    Distance from shoreline (km)

    (C) Central Islands

    y = 0.4351x - 11.685R² = 0.0621P = 0.00032F = 2.84700

    -50

    -40

    -30

    -20

    -10

    0

    10

    20

    30

    40

    0 10 20 30

    Are

    a (k

    m2)

    Distance from shoreline (km)

    (D) Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    30

    Figure 21: Relationship between island easting and rate of change, i.e. Pearson’s correlation coefficient (r-

    value) generated by analysing the time series trends of area change of individual islands considering all map/image

    years. No significant trend is observed for the entire Sundarban (A). Increasing trend (accretion) is seen for the

    southern islands (D) and the trend is of high significance. Central islands are also having significant trends and

    show accretion towards the east. Interestingly, the northern islands (B) are showing significant opposite trend.

    y = 0.0016x - 0.5147R² = 8E-07

    P = 0.96334F = 0.00015

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    88 89 90

    r va

    lue

    Eastings

    (A) Entire Sundarban

    y = -0.336x + 29.904R² = 0.0376P = 0.13066F = 2.34564

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    88 89 90

    r va

    lue

    Eastings

    (B) Northern Islands

    y = 0.2389x - 21.836R² = 0.0151P = 0.23162F = 1.38007

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    88 89 90

    r va

    lue

    Eastings

    (C) Central Islands

    y = 0.5171x - 46.645R² = 0.1273P = 0.01492F = 6.27140

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    88 88.5 89 89.5 90

    r va

    lue

    Eastings

    (D) Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    31

    Figure 22: Relationship between northward distance from shoreline and rate of area change in Pearson’s

    correlation coefficient (r-value) generated by analysing the time series trends of area change of individual islands

    considering all mapping/imaging years. Significant accretion is observed northwards for the entire Sundarban (A).

    Increasing trend (accretion) is seen for the southern islands (D) and the trend is of high significance. Notably, the

    northern islands (B) are showing significant trend in opposite direction. Central islands (C) are also showing erosion

    towards north but the trend is insignificant. Sagar island (Sg-03) of India and Bhandaria island (U-08) of Bangladesh

    are excluded from (B), (C), and (D). See Fig. 11. Source: See Table 1.

    y = 0.0036x - 0.5217R² = 0.0153

    P = 0.0000004F = 3.10018

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    0 50 100

    r va

    lue

    Distance from shoreline (km)

    (A) Entire Sundarban

    y = -0.008x + 0.5354R² = 0.0661P = 0.05212F = 4.24409

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    0 50 100

    r va

    lue

    Distance from shoreline (km)

    (B) Northern Islands

    y = -0.0034x - 0.4086R² = 0.0048P = 0.53613F = 0.430034

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    0 50 100

    r va

    lue

    Distance from shoreline (km)

    (C) Central Islands

    y = 0.0036x - 0.5217R² = 0.0153

    P = 0.000008F = 9.52981

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    0 50 100

    r va

    lue

    Distance from shoreline (km)

    (D) Southern Islands

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    32

    Figure 23: The Swatch of No Ground submarine canyon in the continental shelf of the GBD that intercepts the outpoured sediments of the Ganga–Brahmaputra system from replenishing the fluvially abandoned Sundarban region. Red arrows indicate main pathways of sediments received from riverine sources. Green arrows denote possible direction of net movement of reworked sediments that flood-dominated tidal currents carry into the interiors of Sundarban, aiding northern and vertical accretion. Source: isobaths from National Hydrographic Office chart No. 31. (From Bandyopadhyay, in press)

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    33

    Figure 24: Tropical cyclones landfalling in the Sundarban region between 88 and 90 E. Storm-driven surges and

    waves work as powerful forcings that cause coastal erosion in the exposed seafront islands of the region.

    Depression: a storm with 10-min average wind speed of 31–61 km h–1; Cyclonic Storm: 62–88 km h–1; Severe

    Cyclonic Storm: >89 km h–1. Source:

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    34

    Figure 25: Diagrams explaining consequences of deforesting and reclaiming macrotidal Sundarban estuaries.

    A: Intertidal areas are not reclaimed—estuary is in morphological equilibrium. B: Intertidal areas are reclaimed—

    mean depth is increased and the estuary is removed from morphological equilibrium. Feedback includes in-channel

    siltation and erosion of the embankments, requiring year-round maintenance. (after Bandyopadhyay, 2000).

  • LONG-TERM ISLAND AREA ALTERATIONS IN INDIAN AND BANGLADESHI SUNDARBAN: AN ASSESSMENT

    35

    Figure 26: Available RMSL trends (in mm yr–1) in the coastal Ganga–Brahmaputra delta at or close to the

    Sundarban region. Data of Khepupara and Sagar are not represented by bars due to their anomalous values. Blue

    and magenta dotted lines denote the limits of the Sundarban Biosphere Reserve in India and the proposed

    Sundarban Impact Zone in Bangladesh, respectively; black line is the international boundary. Source: Permanent

    Service for Mean Sea Level (PSMSL: www.psmsl.org), retrieved on 30 May 2016; data for Mongla from Orford and

    Pethick (2013), originally sourced from Mongla Port Authority; data for Rayenda and Amtali from Sarwar (2013),

    originally sourced from Bangladesh Water Development Board. (From Bandyopadhyay, in press)