<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">WJET</journal-id><journal-title-group><journal-title>World Journal of Engineering and Technology</journal-title></journal-title-group><issn pub-type="epub">2331-4222</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/wjet.2015.33C009</article-id><article-id pub-id-type="publisher-id">WJET-60481</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject><subject> Engineering</subject></subj-group></article-categories><title-group><article-title>
 
 
  Sundarban as a Buffer against Storm Surge Flooding
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mohiuddin</surname><given-names>Sakib</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Fatin</surname><given-names>Nihal</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Anisul</surname><given-names>Haque</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Munsur</surname><given-names>Rahman</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mansur</surname><given-names>Ali</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Bangladesh University of Engineering and Technology, Dhaka, Bangladesh</addr-line></aff><pub-date pub-type="epub"><day>22</day><month>10</month><year>2015</year></pub-date><volume>03</volume><issue>03</issue><fpage>59</fpage><lpage>64</lpage><history><date date-type="received"><day>28</day>	<month>July</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>15</month>	<year>October</year>	</date><date date-type="accepted"><day>22</day>	<month>October</month>	<year>2015</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
   Sundarban, the largest mangrove forest in the world, is known to act as a buffer against the cyclone and storm surge. Theoretically, Sundarban absorbs the initial thrust of the wind and acts to “resist” the storm surge flooding. The role of Sundarban was evident during the cyclone Sidr when the Sundarban solely defended the initial thrust of the cyclonic wind and the resulting storm surge inundation. In doing this, Sundarban sacrificed 30% of its plant habitats. Although no scientific study has yet been conducted, it is generally believed that Sundarban will continuously play its role as a buffer against the cyclone when landfall of the cyclone is at or close to the Sundarban. Considering these facts, the present study mainly focused on a scientific insight into the role of Sundarban as a buffer against the present-day cyclone and storm surge and also its probable role on the impacts of future storms of similar nature but with different landfall locations. The Delft 3D dashboard and flow model are applied to compute the resulting inundation due to cyclone induced storm surge. The results show that Sundarban indeed acts as a buffer against the storm surge inundation when cyclone landfall is at or close to Sundarban. 
 
</p></abstract><kwd-group><kwd>Buffer</kwd><kwd> Mangrove Forest</kwd><kwd> Sidr</kwd><kwd> Landfall</kwd><kwd> Roughness</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Mangroves are the unique ecosystem that provides a wide range of ecosystem services [<xref ref-type="bibr" rid="scirp.60481-ref5">5</xref>]. Mangrove also plays a significant role in reducing the intensity of cyclones and the resulting inundation [<xref ref-type="bibr" rid="scirp.60481-ref6">6</xref>]. The world’s largest single tract mangrove forest located in Bangladesh and India―the Sundarban also provides a wide range of ecosystem services and largely contributes to socio-economic development of the communities directly or indirectly influenced by Sundarban [<xref ref-type="bibr" rid="scirp.60481-ref5">5</xref>]. A number of studies have been conducted regarding the importance of Sundarban as ecosystem service provider [<xref ref-type="bibr" rid="scirp.60481-ref5">5</xref>].</p><p>The studies mentioned above mainly focused on services provided by Sundarban―but not specifically the role of Sundarban as a buffer against the storm surge flooding. Storm surge flooding is a regular phenomenon in the region that causes immense loss and lives and properties. Since the known history, about 259 cyclones of different magnitude hit the Bangladesh coast [<xref ref-type="bibr" rid="scirp.60481-ref4">4</xref>]. Among these events, it was widely believed that Sundarban played a vital role in diminishing the effects of these cyclones [<xref ref-type="bibr" rid="scirp.60481-ref3">3</xref>]. The myth became a belief when in 2007, cyclone SIDR, which made landfall east of Sundarban was largely defended by Sundarban [<xref ref-type="bibr" rid="scirp.60481-ref5">5</xref>].</p><p>This study mainly focused for an in-depth analysis about the role of Sundarban as a buffer against the storm surge flooding. Several scenarios are constructed with SIDR and SIDR-like cyclones. Based on these―both the impact zone of Sundarban relevant to the storm surge flooding and possible role of Sundarban in reducing this flooding are studied. To achieve these objectives―Delft 3D Dashboard and Flow models [<xref ref-type="bibr" rid="scirp.60481-ref1">1</xref>] are used.</p>Study Area<p>The study area selected comprises the South-West region of Bangladesh including the Sundarban (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The area taken is believed to be the maximum area that might be influenced by Sundarban if a cyclone makes landfall in the region. The Sundarban itself is divided into three regions (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The lower part (35% of the total Sundarban area) is considered as densely populated with the plant habitats and thus is most effective in reducing the thrust of a cyclone and the resulting inundation. These impacts slowly diminish when middle (35% of the total area of Sundarban) and lower (30% of the total area of Sundarban) parts are considered. The diminishing effects are assumed to be caused mainly by the human activities which are likely to be the maximum in the upper part. <xref ref-type="fig" rid="fig1">Figure 1</xref> also shows actual track of cyclone SIDR (SIDR-ACTUAL) and a hypothetical track of SIDR-like cyclone (SIDR-LIKE) that made landfall just at the Sundarban. These two cyclone scenarios are considered in the present study.</p></sec><sec id="s2"><title>2. Model Description</title><p>Delft 3D flow model coupled with cyclone generating Dashboard model are applied to simulate the land inundation due to storm surge. Time series of discharge is specified as the upstream boundary condition, with a time series of water level for the downstream boundary condition. Discharge data is used from the measurement of Bangladesh Water Development Board (BWDB) for the year (2007). For downstream water level boundaries, tides are generated by using GCOMS [<xref ref-type="bibr" rid="scirp.60481-ref8">8</xref>] data for the year (2007).</p><p>Cross sectional data for each of the estuarine systems of the GBM delta are measured under the ESPA delta project (http://www.espa.ac.uk). The domain of the measurements covers the entire study area. Open access General Bathymetric chart of the Oceans (GEBCO) data is used as the bathymetry of the Bay of Bengal. The inland ground elevation data is collected from Centre for Environmental and Geographic Information Services (CEGIS), Bangladesh.</p><p>As shown in <xref ref-type="table" rid="table1">Table 1</xref>, capacity of Sundarban as a buffer against the storm surge inundation is calculated based on relative roughness of different zones of Sundarban (see <xref ref-type="fig" rid="fig1">Figure 1</xref>). For scenario-1, the entire Sundarban is</p><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> Study area with cyclone tracks</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/60481x3.png"/></fig><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Scenarios used to describe Sundarban as a buffer</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Scenarios</th><th align="center" valign="middle" >Capacity of Sundarban to act as a buffer against storm surge inundation</th></tr></thead><tr><td align="center" valign="middle" >Scenario-1</td><td align="center" valign="middle" >100%</td></tr><tr><td align="center" valign="middle" >Scenario-2</td><td align="center" valign="middle" >85%</td></tr><tr><td align="center" valign="middle" >Scenario-3</td><td align="center" valign="middle" >50%</td></tr><tr><td align="center" valign="middle" >Scenario-4</td><td align="center" valign="middle" >25%</td></tr><tr><td align="center" valign="middle" >Scenario-5</td><td align="center" valign="middle" >0%</td></tr></tbody></table></table-wrap><p>effective to act as a buffer against the storm surge inundation. For scenario-5, Sundarban is not all effective as a buffer against the storm surge inundation. The rest of the scenarios lie in between these two extremes.</p></sec><sec id="s3"><title>3. Model Calibration and Validation</title><p>The storm surge model is calibrated and validated with cyclone “SIDR”. Calibration and validation locations are shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. Performances of the model during the calibration exercises are evaluated by computing the model reliability as described by Haque et al. (unpublished). Using this indicator, model reliability for the storm surge model for the “most acceptable model parameters” is obtained approximately 60%. The calibrated model is then validated where measured tidal water level was available during the time of landfall of the cyclone. The calibration and validation performances of the model are shown in (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p></sec><sec id="s4"><title>4. Results</title><sec id="s4_1"><title>4.1. Influence Zone of Sundarban</title><p>Influence zone means the area that is impacted by the presence of Sundarban due to storm surge flooding. Inundation area and depth are two main indicators for selecting influence zones for both cases. When the landfall location of Sidr is close to Sundarban (as of SIDR-ACTUAL case) then the influence zone of Sundarban is found outside the Sundarban itself. With the gradual reduction of the function of Sundarban as buffer against the storm surge flooding, it has been found that influence zone remains the same. Opposite results have been found when landfall location is exactly at Sundarban (SIDR-LIKE case). In this case, the influence zone is mainly concentrated within the vicinity of Sundarban itself. The influence zone of Sundarban due to SIDR-ACTUAL and SIDR-LIKE scenarios are shown in <xref ref-type="fig" rid="fig3">Figure 3</xref> and <xref ref-type="fig" rid="fig4">Figure 4</xref>.</p></sec><sec id="s4_2"><title>4.2. Inundation Area</title><p>For the SIDR-ACTUAL case, the maximum inundation area is found to be outside of Sundarban (<xref ref-type="fig" rid="fig5">Figure 5</xref>) when landfall is close to Sundarban. No significant change in inundation area is found due to role of Sundarban as a buffer. <xref ref-type="fig" rid="fig5">Figure 5</xref> shows the total inundation area and its trend for outside and within Sundarban. From <xref ref-type="fig" rid="fig5">Figure 5</xref> it is evident that when cyclone landfall is outside the Sundarban (SIDR-ACTUAL case), role of Sundarban in reducing the resultant inundated area due to cyclone induced storm surge inundation is not significant. <xref ref-type="fig" rid="fig6">Figure 6</xref> shows a similar comparison, but this time for a cyclone that makes landfall exactly at Sundarban (SIDR-LIKE case, see <xref ref-type="fig" rid="fig1">Figure 1</xref>). <xref ref-type="fig" rid="fig6">Figure 6</xref> shows that for SIDR-LIKE cyclones Sundarban indeed reduces the resultant inundated area within the Sundarban-influenced zone when Sundarban can effectively play its role as a buffer against the storm surge.</p></sec><sec id="s4_3"><title>4.3. Inundation Depth</title><p>Upazila are the second lowest regional administrative unit in Bangladesh. Storm surge inundation depths for some particular upazila (see <xref ref-type="fig" rid="fig1">Figure 1</xref>) are calculated within the Sundarban-influenced zone for both SIDR- ACTUAL and SIDR-LIKE cases. For the SIDR-ACTUAL case, no significant change of inundation depth is found (<xref ref-type="fig" rid="fig7">Figure 7</xref>). But scenarios are reverse for SIDR-LIKE cyclones that makes landfall exactly at Sundarban (see <xref ref-type="fig" rid="fig8">Figure 8</xref>). In this case inundation depth increases as Sundarban slowly loses its capacity to act against the cyclone and the resulting storm surge.</p><fig id="fig2"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title>Model calibration and validation</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/60481x4.png"/></fig><fig id="fig3"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref></label><caption><title> Influence zone for SIDR-ACTUAL cyclone</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/60481x5.png"/></fig><fig id="fig4"  position="float"><label><xref ref-type="fig" rid="fig4">Figure 4</xref></label><caption><title> Influence zone for SIDR-LIKE cyclone</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/60481x6.png"/></fig><fig id="fig5"  position="float"><label><xref ref-type="fig" rid="fig5">Figure 5</xref></label><caption><title> Inundation area for Sidr-actual cyclone</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/60481x7.png"/></fig><fig id="fig6"  position="float"><label><xref ref-type="fig" rid="fig6">Figure 6</xref></label><caption><title> Inundation area for Sidr-like cyclone</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/60481x8.png"/></fig><fig id="fig7"  position="float"><label><xref ref-type="fig" rid="fig7">Figure 7</xref></label><caption><title> Inundation depths due to SIDR-actual cyclone</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/60481x9.png"/></fig><fig id="fig8"  position="float"><label><xref ref-type="fig" rid="fig8">Figure 8</xref></label><caption><title> Inundation depths due to SIDR-like cyclone</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/60481x10.png"/></fig></sec></sec><sec id="s5"><title>5. Conclusion</title><p>Sundarban as a buffer against storm surge has significant impact in reducing the inundated area and depth when landfall location of a cyclone is exactly at Sundarban But it is insignificant when landfall location is outside of Sundarban. The impact of Sundarban is mainly confined within the Sundarban-influenced zone of a cyclone.</p></sec><sec id="s6"><title>Acknowledgements</title><p>The authors would like to acknowledge to ESPA for funding this work as part of the ESPA Deltas project (Grant Reference Code: NEJ0027551). We would like to acknowledge the contribution of other members associated with the research team who has direct and indirect input to this work.</p></sec><sec id="s7"><title>Cite this paper</title><p>Mohiuddin Sakib,Fatin Nihal,Anisul Haque,Munsur Rahman,Mansur Ali, (2015) Sundarban as a Buffer against Storm Surge Flooding. 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