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<article language="en">
	<journal>
		<journal_title>Hydrology and Earth System Sciences</journal_title>
		<journal_url>www.hydrol-earth-syst-sci.net</journal_url>
		<issn>1027-5606</issn>
		<eissn>1607-7938</eissn>
		<volume_number>13</volume_number>
		<issue_number>12</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/hess-13-2373-2009</doi>
	<article_url>http://www.hydrol-earth-syst-sci.net/13/2373/2009/</article_url>
	<abstract_html>http://www.hydrol-earth-syst-sci.net/13/2373/2009/hess-13-2373-2009.html</abstract_html>
	<fulltext_pdf>http://www.hydrol-earth-syst-sci.net/13/2373/2009/hess-13-2373-2009.pdf</fulltext_pdf>
	<start_page>2373</start_page>
	<end_page>2385</end_page>
	<publication_date>2009-12-10</publication_date>
	<article_title content_type="html">Recent trends in groundwater levels in a highly seasonal hydrological system: the Ganges-Brahmaputra-Meghna Delta</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>M. Shamsudduha</name>
			<email>m.shamsudduha@ucl.ac.uk</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>R. E. Chandler</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>R. G. Taylor</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>K. M. Ahmed</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Geography, University College London, London, UK</affiliation>
		<affiliation numeration="2" content_type="html">Department of Statistical Science, University College London, London, UK</affiliation>
		<affiliation numeration="3" content_type="html">Department of Geology, University of Dhaka, Dhaka, Bangladesh</affiliation>
	</affiliations>
	<abstract content_type="html">Groundwater levels in shallow aquifers underlying Asian mega-deltas are
characterized by strong seasonal variations associated with monsoon
rainfall. To resolve trend and seasonal components in weekly groundwater
levels in the Ganges-Brahmaputra-Meghna (GBM) Delta, we apply a
nonparametric seasonal-trend decomposition procedure (STL) to observations
compiled from 1985–2005 in Bangladesh. Seasonality dominates observed
variance in groundwater levels but declining groundwater levels (&amp;gt;1 m/yr)
are detected in urban and peri-urban areas around Dhaka as well as in
north-central, northwestern, and southwestern parts of the country (0.1–0.5 m/yr)
where intensive abstraction of groundwater is conducted for
dry-season rice cultivation. Rising groundwater levels (0.5–2.5 cm/yr)
are observed in the estuarine and southern coastal regions. This novel
application of the STL procedure reveals, for the first time, the
unsustainability of irrigation supplied by shallow aquifers in some areas
(e.g., High Barind Tract) of the GBM Delta and the hydrological impact of
potential seawater intrusion of coastal aquifers associated with sea-level
rise. Our findings provide important insight into the hydrological impacts
of groundwater-fed irrigation and sea-level rise in other Asian mega-deltas
where monitoring data are limited.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Aggarwal, P. K., Basu, A. R., and Poreda, R. J.: Isotope hydrology of groundwater in Bangladesh: Implications for characterisation and mitigation of arsenic in groundwater, TC Project BGD/8/016, Int. At. Energy Agency, Vienna, 2000. </reference>
		<reference numeration="2" content_type="text"> Agrawala, S., Ota, T., Ahmed, A. U., Smith, J., and van Aalst, M.: Development and climate change in Bangladesh: Focus on coastal flooding and the Sundarbans, Final report, Organisation for Economic Co-operation and Development, Paris, France, 70~pp., 2003. </reference>
		<reference numeration="3" content_type="text"> Ahmed, K. M., Hasan, M. K., Burgess, W. G., Dottridge, J., Ravenscroft, P., and van Wonderen, J. J.: The Dupi Tila aquifer of Dhaka, Bangladesh: hydraulic and hydrochemical response to intensive exploitation, in: Groundwater in the urban environment: selected city profiles, edited by: Chilton, P. J., Balkema, Rotterdam, 19–30, 1999. </reference>
		<reference numeration="4" content_type="text"> Ahmed, K. M., Bhattacharya, P., Hasan, M. A., Akhter, S. H., Alam, S. M. M., Bhuyian, M. A. H., Imam, M. B., Khan, A. A., and Sracek, O.: Arsenic enrichment in groundwater of the alluvial aquifers in Bangladesh: an overview, Appl. Geochem., 19, 181–200, 2004. </reference>
		<reference numeration="5" content_type="text"> Ahmed, N., Allison, E. H., and Muir, J. F.: Rice fields to prawn farms: a blue revolution in southwest Bangladesh?, Aquacult. Int., doi:10.1007/s10499-009-9276-0, 2009. </reference>
		<reference numeration="6" content_type="text"> Alam, M.: Subsidence of the Ganges-Brahmaputra delta of Bangladesh and associated drainage, sedimentation, and salinity problems, in: Sea-Level Rise and Coastal Subsidence: Causes, Consequences, and Strategies, edited by: Milliman, J. D. and Haq, B. U., Kluwer Academic Publishers, Dordrecht, 1996. </reference>
		<reference numeration="7" content_type="text"> Alam, M.: Adverse impacts of climate change on development of Bangladesh: integrating adaptation into policies and activities, Working Paper No 1 of CLACC, Bangladesh Centre for Advanced Studies (BCAS), Dhaka, 2004. </reference>
		<reference numeration="8" content_type="text"> Aziz, O. I. A. and Burn, D. H.: Trends and variability in the hydrological regime of the Mackenzie River Basin, J. Hydrol., 319, 282–294, 2006. </reference>
		<reference numeration="9" content_type="text"> BADC: Survey report on irrigation equipment and irrigated area in Boro 2003 season, Survey and monitoring project for development of minor irrigation, Bangladesh Agricultural development Corporation, Sech Bhaban, Dhaka, 2003. </reference>
		<reference numeration="10" content_type="text"> Bangladesh Bureau of Statistics: Annual agricultural statistics 2007, Agricultural Wing, Bangladesh Bureau of Statistics, Dhaka, 2008. </reference>
		<reference numeration="11" content_type="text"> Barlow, P. M.: Ground water in freshwater-saltwater environments of the Atlantic coast, US Geological Survey Circular 1262, US Geological Survey, Reston, Virginia, 2003. </reference>
		<reference numeration="12" content_type="text"> Benner, S. G., Polizzotto, M. L., Kocar, B. D., Ganguly, S., Phan, K., Ouch, K., Sampson, M., and Fendorf, S.: Groundwater flow in an arsenic-contaminated aquifer, Mekong Delta, Cambodia, Appl. Geochem., 23, 3072–3087, 2008. </reference>
		<reference numeration="13" content_type="text"> Berg, M., Trang, P. T. K., Stengel, C., Buschmann, J., Viet, P. H., Dan, N. V., Giger, W., and Stüben, D.: Hydrological and sedimentary controls leading to arsenic contamination of groundwater in the Hanoi area, Vietnam: The impact of iron-arsenic ratios, peat, river bank deposits, and excessive groundwater abstraction, Chem. Geol., 249, 91–112, 2008. </reference>
		<reference numeration="14" content_type="text"> British Geological Survey and Department of Public Health Engineering (BGS and DPHE): Arsenic Contamination of Groundwater in Bangladesh, Keyworth, UK, 2001. </reference>
		<reference numeration="15" content_type="text"> Chatfield, C.: The analysis of time series – an introduction, 6th~Edn., Chapman and Hall, CRC Press, Boca Raton, 352 pp., 2003. </reference>
		<reference numeration="16" content_type="text"> Cleveland, R. B., Cleveland, W. S., McRae, J. E., and Terpenning, I.: STL: A Seasonal Trend Decomposition Procedure Based on LOESS, J. Official Statistics, 6, 3–33, 1990. </reference>
		<reference numeration="17" content_type="text"> Cleveland, W. S.: Robust Locally Regression and Smoothing Scatterplots, J. Am. Stat. Assoc., 74, 829–836, 1979. </reference>
		<reference numeration="18" content_type="text"> Cleveland, W. S. and Devlin, S. J.: Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting, J. Am. Stat. Assoc., 83, 596–610, 1988. </reference>
		<reference numeration="19" content_type="text"> Coleman, J. M.: Brahmaputra river: channel processes and sedimentation, Sediment. Geol., 3, 1290–239, 1969. </reference>
		<reference numeration="20" content_type="text"> Dawe, D.: Increasing water productivity in rice-based systems in Asia – past trends, current problems, and future prospects, Plat Prod. Sci., 8(3), 221–230, 2005. </reference>
		<reference numeration="21" content_type="text"> FAO: The State of Food and Agriculture in Asia and the Pacific, RAP Publication 2006/03, Food and Agriculture Organization of the United Nations regional office for Asia and the Pacific, Bangkok, 2006. </reference>
		<reference numeration="22" content_type="text"> Goodbred, S. L., Kuehl, S. A., Steckler, M. S., and Sarker, M. H.: Controls on facies distribution and stratigraphic preservation in the Ganges-Brahmaputra delta sequence, Sediment. Geol., 155, 301–316, 2003. </reference>
		<reference numeration="23" content_type="text"> Hamed, K. H. and Rao, A. R.: A modified Mann-Kendall trend test for autocorrelated data, J. Hydrol., 204, 182–196, 1998. </reference>
		<reference numeration="24" content_type="text"> Harvey, C. F., Ashfaque, K. N., Yu, W., Badruzzaman, A. B. M., Ali, M. A., Oates, P. M., Michael, H. A., Neumann, R. B., Beckie, R., Islam, S., and Ahmed, M. F.: Groundwater dynamics and arsenic contamination in Bangladesh, Chem. Geol., 228, 112–136, 2006. </reference>
		<reference numeration="25" content_type="text"> Helsel D. R. and R. M.: Hirsch Statistical Methods in Water Resources, Book~4, Hydrologic Analysis and Interpretation, 510~pp., US Geological Survey, Virginia, 2002. </reference>
		<reference numeration="26" content_type="text"> Hipel K. W. and Mcleod, A. I.: Time Series Modelling of Water Resources and Environmental System, 1013~pp., Amsterdam, Elsevier, 1994. </reference>
		<reference numeration="27" content_type="text"> Hirsch, R. M. and Slack, J. R.: A nonparametric trend test for seasonal data with serial dependence, Water Resour. Res., 20, 727–732, 1984. </reference>
		<reference numeration="28" content_type="text"> Hirsch, R. M., Slack, J. R., and Smith, R. A.: Techniques of trend analysis for monthly water quality data, Water Resour. Res., 18, 107–121, 1982. </reference>
		<reference numeration="29" content_type="text"> Hoque, M. A., Hoque, M. M., and Ahmed, K. M.: Declining groundwater level and aquifer dewatering in Dhaka metropolitan area, Bangladesh: causes and quantification, Hydrogeol. J., 15, 1523–1534, 2007. </reference>
		<reference numeration="30" content_type="text"> IPCC: Climate Change 2007: the Physical Science Basis, Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon, S. Qin, D. Manning, M. Chen, Z. Marquis, M. Averyt, K. B. Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, UK and New York, USA, 2007. </reference>
		<reference numeration="31" content_type="text"> Karim, M. A.: Upazila-wise groundwater recharge conditions of Bangladesh, Groundwater Investigation Circle, Bangladesh Water Development Board, Dhaka, 1984. </reference>
		<reference numeration="32" content_type="text"> Kendall, M. G.: Rank Correlation Methods, 4th Edn., Charles Griffin, London, UK, 1975. </reference>
		<reference numeration="33" content_type="text"> Klump, S., Kipfer, R., Cirpka, O. A., Harvey, C. F., Brennwald, M. S., Ashfaque, K. N., Badruzzaman, A. B. M., Hug, S. J., and Imboden, D. M.: Groundwater dynamics and arsenic mobilization in Bangladesh assessed using noble gases and tritium, Environ. Sci. Technol., 40, 243–250, 2006. </reference>
		<reference numeration="34" content_type="text"> Larsen, F., Pham, N. Q., Dang, N. D., Postma, D., Jessen, S., Pham, V. H., Nguyen, T. B., Trieu, H. D., Tran, L. T., Nguyen, H., Chambon, J., Nguyen, H. V., Ha, D. H., Hue, N. T., Duc, M. T., and Refsgaard, J. C.: Controlling geological and hydrogeological processes in an arsenic contaminated aquifer on the Red River flood plain, Vietnam, Appl. Geochem., 23, 3099–3115, 2008. </reference>
		<reference numeration="35" content_type="text"> Mann, H. B.: Nonparametric tests against trend, Econometrica, 13, 245–259, 1945. </reference>
		<reference numeration="36" content_type="text"> McCobb, T. D. and Weiskel, P. K.: Long-Term Hydrologic Monitoring Protocol for Coastal Ecosystems, Open File Report 02-497, US Geological Survey, 94~pp., 2003. </reference>
		<reference numeration="37" content_type="text"> Mohal, N., Khan, Z. H., and Rahman, N.: Impact of sea level rise on coastal rivers of Bangladesh, in Proceedings of the 10th International River Symposium and Environmental Flows Conference, Brisbane, Australia, 2007. </reference>
		<reference numeration="38" content_type="text"> Mukherjee, A., Fryar, A. E., and Howell, P. D.: Regional hydrostratigraphy and groundwater flow modeling in the arsenic-affected areas of the western Bengal basin, West Bengal, India, Hydrogeol. J., 15(7), 1397–1418, doi:10.1007/s10040-007-0208-7, 2007. </reference>
		<reference numeration="39" content_type="text"> Norrman, J., Sparrenbom, C. J., Berg, M., Nhan D. D., Nhan, P. Q., Rosqvist H., Jacks G., Sigvardsson, E., Baric, D., Moreskog, J., Harms-Ringdahl, P., and Hoan, V. N.: Arsenic mobilisation in a new well field for drinking water production along the Red River, Nam Du, Hanoi, Appl. Geochem., 23, 3127–3142, 2008. </reference>
		<reference numeration="40" content_type="text"> Phien-wej, N., Giao, P. H., and Nutalaya, P.: Land subsidence in Bangkok, Thailand, Eng. Geol., 82, 187–201, 2006. </reference>
		<reference numeration="41" content_type="text"> Qian, S. S., Borsuk, M. E., and Stow, C. A.: Seasonal and long-term nutrient trend decomposition along a spatial gradient in the Neuse river watershed, Environ. Sci. Technol., 34, 4474–4482, 2000. </reference>
		<reference numeration="42" content_type="text"> R Development Core Team: The R manuals, edited by: R Development Core Team, Version 2.6.0, 2007. </reference>
		<reference numeration="43" content_type="text"> Ravenscroft, P., Burgess, W. G., Ahmed, K. M., Burren, M., and Perrin, J.: Arsenic in groundwater of the Bengal Basin, Bangladesh: Distribution, field relations, and hydrogeological setting, Hydrogeol. J., 13, 727–751, 2005. </reference>
		<reference numeration="44" content_type="text"> Shamsudduha, M. and Uddin, A.: Quaternary shoreline shifting and hydrogeologic influence on the distribution of groundwater arsenic in aquifers of the Bengal Basin, J. Asian Earth Sci., 31, 177–194, 2007. </reference>
		<reference numeration="45" content_type="text"> Siebert, S., Hoogeveen, J., and Frenken, K: Irrigation in Africa, Europe and Latin America – Update of the Digital Global Map of Irrigation Areas to Version~4, Frankfurt Hydrology Paper~05, Institute of Physical Geography, University of Frankfurt, Frankfurt am Main, Germany and Food and Agriculture Organization of the United Nations, Rome, Italy, 2006. </reference>
		<reference numeration="46" content_type="text"> Singh, O. P.: Spatial variation of sea level trend along the Bangladesh coast, Mar. Geod., 25, 205–212, 2002. </reference>
		<reference numeration="47" content_type="text"> Singh, O. P., Ali Khan, T. M., and Rahman, M. S.: The vulnerability assessment of the SAARC coastal region due to sea level rise: Bangladesh case, SAARC Meteorological Research Centre, Report No 3, Dhaka, 2000. </reference>
		<reference numeration="48" content_type="text"> Steckler, M., Akhter, S. H., Seeber, L., and Armbruster, J.: GPS in Bangladesh: Delta subsidence, monsoonal loading and continental collision, 2008–2012 UNAVCO Proposal, Geodesy Advancing Earth Science Research, 3–41, 2007. </reference>
		<reference numeration="49" content_type="text"> Stute, M., Zheng, Y., Schlosser, P., Horneman, A., Dhar, R. K., Datta, S., Hoque, M. A., Seddique, A. A., Shamsudduha, M., Ahmed, K. M., and van Geen A.: Hydrological control of As concentrations in Bangladesh groundwater, Water Resour. Res., 43, W09417, doi:10.1029/2005WR004499, 2007. </reference>
		<reference numeration="50" content_type="text"> Suwanlert, J.: Study of groundwater potential by groundwater simulation in the lower central plain of Thailand, Coordinating Committee for Geoscience Programmes in East and Southeast Asia (CCOP), 41st CCOP Annual Session, Tsukuba, Japan, 15–18, November, 2004. </reference>
		<reference numeration="51" content_type="text"> Taylor, C. J. and Alley, W. M.: Groundwater level monitoring and the importance of long-term water-level data, U.S.G.S. Circular 1217, US Geological Survey, Denver, Colorado, 68~pp., 2001. </reference>
		<reference numeration="52" content_type="text"> Thas, O., van Vooren, L., and Ottoy, J. P.: Selection of nonparametric methods for monotonic trend detection in water quality, J. Amer. Water Res. Assoc., 34, 347–357, 2007. </reference>
		<reference numeration="53" content_type="text"> UNDP: Groundwater Survey: the Hydrogeological Conditions of Bangladesh, United Nations Development Programme (UNDP), Technical Report DP/UN/BGD-74-009/1, New York, 113~pp., 1982. </reference>
		<reference numeration="54" content_type="text"> WARPO: National Water Management Plan Project, Draft Development Strategy, Main final, Vol 2, Water Resources Planning Organization (WARPO), Dhaka, 2000. </reference>
		<reference numeration="55" content_type="text"> World Bank: Towards a more effective operational response: arsenic contamination of groundwater in south and East Asian countries, Volume I &amp; II Technical Report, No 31303, The World Bank, Washington, 2005. </reference>
		<reference numeration="56" content_type="text"> Worm, H. U., Ahmed, A. M. M., Ahmed, N. U., Islam, H. O., Huq, M. M., Hambach, U., and Lietz J.: Large sedimentation rate in the Bengal Delta: magnetostratigraphic dating of Cenozoic sediments from northeastern Bangladesh, Geology, 26, 487–490, 1998. </reference>
	</references>
</article>

