Groundwater dynamics and arsenic mobilisation in Bangladesh : a national-scale characterisation

Elevated arsenic (As) concentrations in groundwater-fed drinking water supplies in Bangladesh are a major public health problem but the hydrogeological conditions that give rise to the mobilisation and regional-scale distribution of As in shallow groundwater remain unknown. Published hypotheses developed from highly localised case studies are, to date, untested regionally and contradictory. My doctoral thesis makes a novel and substantial contribution to knowledge of the relationship between groundwater dynamics and As mobilisation in the Bengal Basin by (1) characterising national-scale groundwater storage dynamics and recharge processes in the shallow aquifer of Bangladesh and (2) relating statistically static and dynamic hydrogeological factors to the observed variation of As concentrations in groundwater. After constructing a national database of shallow groundwater levels from a network of 1267 monitoring stations, robust statistical techniques are applied to characterise long-term (1985 to 2005) trends and seasonality in groundwater levels, net recharge, and groundwater storage; the latter is supported by analysis of remotely sensed data derived from GRACE (Gravity Recovery and Climate Experiment). These characterisations highlight the critical influence of groundwater abstraction on net recharge to the shallow aquifer. Net annual recharge in Bangladesh has increased in response to intensive abstraction challenging conventional definitions of "safe yield". To examine the national-scale variability in groundwater As concentrations generalised regression models were constructed using geology and hydrological factors. Crucially, these models reveal that areas of increasing groundwater-fed irrigation and net recharge are associated with lower As concentrations. These findings are inconsistent with current hypotheses that contend irrigation-induced recharge mobilises groundwater As in shallow aquifers. Inverse associations between As concentrations and both mean annual recharge and trends in groundwater-fed irrigation suggest that As has been actively flushed from the shallow aquifer as a result of recently increased net recharge induced by intensive irrigation in Bangladesh.

[1]  Yangxiao Zhou,et al.  A critical review of groundwater budget myth, safe yield and sustainability , 2009 .

[2]  J. Refsgaard,et al.  Controlling geological and hydrogeological processes in an arsenic contaminated aquifer on the Red River flood plain, Vietnam , 2008 .

[3]  D. Imboden,et al.  Groundwater dynamics and arsenic mobilization in Bangladesh assessed using noble gases and tritium. , 2006, Environmental science & technology.

[4]  Richard J. Howarth,et al.  Natural organic matter in sedimentary basins and its relation to arsenic in anoxic ground water: the example of West Bengal and its worldwide implications , 2004 .

[5]  N. Grassineau,et al.  Palaeosol control on groundwater flow and pollutant distribution: the example of arsenic. , 2011, Environmental science & technology.

[6]  M. Stute,et al.  Hydrological control of As concentrations in Bangladesh groundwater , 2007 .

[7]  M. Ali,et al.  Arsenic Contamination of Groundwater in Bangladesh , 2006 .

[8]  P. A. Blight The Analysis of Time Series: An Introduction , 1991 .

[9]  B. Radhakrishna Geological Map of Bangladesh , 1991 .

[10]  R. Chandler,et al.  Analysis of rainfall variability using generalized linear models: A case study from the west of Ireland , 2002 .

[11]  M. Shamsudduha,et al.  Quaternary shoreline shifting and hydrogeologic influence on the distribution of groundwater arsenic in aquifers of the Bengal Basin , 2007 .

[12]  J. Saunders,et al.  Quaternary stratigraphy, sediment characteristics and geochemistry of arsenic-contaminated alluvial aquifers in the Ganges-Brahmaputra floodplain in central Bangladesh. , 2008, Journal of contaminant hydrology.

[13]  K. Ahmed,et al.  Arsenic poisoning of Bangladesh groundwater , 1998, Nature.

[14]  R. Forthofer,et al.  Rank Correlation Methods , 1981 .

[15]  J. Saunders,et al.  Natural arsenic contamination of Holocene alluvial aquifers by linked tectonic, weathering, and microbial processes , 2005 .

[16]  P. Viet,et al.  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 , 2008 .

[17]  T. Reilly,et al.  Flow and Storage in Groundwater Systems , 2002, Science.

[18]  S. Sutton,et al.  Solid-phases and desorption processes of arsenic within Bangladesh sediments , 2006 .

[19]  P. Ravenscroft,et al.  Groundwater resources and development in Bangladesh , 2003 .

[20]  D. Kinniburgh,et al.  Codeposition of organic carbon and arsenic in Bengal Delta aquifers. , 2006, Environmental science & technology.

[21]  Eric R. Ziegel,et al.  Generalized Linear Models , 2002, Technometrics.

[22]  V. M. Tiwari,et al.  Dwindling groundwater resources in northern India, from satellite gravity observations , 2009 .

[23]  Water-quality trend analysis and sampling design for the Devils Lake Basin, North Dakota, January 1965 through September 2003 , 2006 .

[24]  J. Hartigan Consistency of Single Linkage for High-Density Clusters , 1981 .

[25]  Mark E. Borsuk,et al.  Seasonal and long-term nutrient trend decomposition along a spatial gradient in the Neuse river watershed , 2000 .

[26]  M. Giordano Global Groundwater? Issues and Solutions , 2009 .

[27]  J. Chilton Groundwater in the urban environment : selected city profiles, proceedings of the International Association of Hydrogeologists XXVII Congress, which was held at the East Midlands Conference Centre in Nottingham, UK from 22 to 26 September 1997 , 1999 .

[28]  Masatomo Umitsu,et al.  Late quaternary sedimentary environments and landforms in the Ganges Delta , 1993 .

[29]  Prosun Bhattacharya,et al.  Occurrence of Arsenic-contaminatedGroundwater in Alluvial Aquifers from Delta Plains, Eastern India: Options for Safe Drinking Water Supply , 1997 .

[30]  Dennis R Helsel,et al.  Fabricating data: how substituting values for nondetects can ruin results, and what can be done about it. , 2006, Chemosphere.

[31]  N. Lundberg,et al.  Unroofing History of the Eastern Himalaya and the Indo-Burman Ranges: Heavy-Mineral Study of Cenozoic Sediments from the Bengal Basin, Bangladesh , 1998 .

[32]  R. T. Nicksona,et al.  Mechanism of arsenic release to groundwater , Bangladesh and West Bengal , 1999 .

[33]  P. Döll,et al.  Global-scale modeling of groundwater recharge , 2008 .

[34]  Marios Sophocleous,et al.  From safe yield to sustainable development of water resources—the Kansas experience , 2000 .

[35]  James M. Coleman,et al.  Brahmaputra River : Channel processes and sedimentation , 1969 .

[36]  Roelof Versteeg,et al.  Spatial variability of arsenic in 6000 tube wells in a 25 km2 area of Bangladesh , 2003 .

[37]  C. Voss,et al.  Controls on groundwater flow in the Bengal Basin of India and Bangladesh: regional modeling analysis , 2009 .

[38]  Michael K. Ng,et al.  Patterns Discovery Based on Time-Series Decomposition , 2001, PAKDD.

[39]  C. Voss,et al.  Estimation of regional-scale groundwater flow properties in the Bengal Basin of India and Bangladesh , 2009 .

[40]  U. Hambach,et al.  Large sedimentation rate in the Bengal delta: Magnetostratigraphic dating of Cenozoic sediments from northeastern Bangladesh , 1998 .

[41]  J. Muir,et al.  Rice fields to prawn farms: a blue revolution in southwest Bangladesh? , 2010, Aquaculture International.

[42]  P. Aggarwal,et al.  Comment on "Arsenic Mobility and Groundwater Extraction in Bangladesh" (I). , 2003, Science.

[43]  Scott Fendorf,et al.  Processes conducive to the release and transport of arsenic into aquifers of Bangladesh. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[44]  Guillaume Ramillien,et al.  Basin‐scale, integrated observations of the early 21st century multiyear drought in southeast Australia , 2009 .

[45]  F. Parvez,et al.  Arsenic exposure from drinking water, and all-cause and chronic-disease mortalities in Bangladesh (HEALS): a prospective cohort study , 2010, The Lancet.

[46]  H. Charles Romesburg,et al.  Cluster analysis for researchers , 1984 .

[47]  Clifford I. Voss,et al.  Evaluation of the sustainability of deep groundwater as an arsenic-safe resource in the Bengal Basin , 2008, Proceedings of the National Academy of Sciences.

[48]  T. McCobb,et al.  Long-Term Hydrologic Monitoring Protocol for Coastal Ecosystems , 2003 .

[49]  Charles J. Taylor,et al.  Ground-Water-Level Monitoring and the Importance of Long-Term Water-Level Data , 2001 .

[50]  I. Langner Survival Analysis: Techniques for Censored and Truncated Data , 2006 .

[51]  M. Berg,et al.  Hydrogeological survey assessing arsenic and other groundwater contaminants in the lowlands of Sumatra, Indonesia , 2008 .

[52]  The water budget myth revisited: why hydrogeologists model. , 2002, Ground water.

[53]  David G. Kinniburgh,et al.  Arsenic contamination of groundwater in Bangladesh , 2001 .

[54]  R. Calderon,et al.  Arsenic : exposure and health effects , 1997 .

[55]  Guillaume Ramillien,et al.  Detection of Continental Hydrology and Glaciology Signals from GRACE: A Review , 2008 .

[56]  Modeling Earth Deformation from Monsoonal Flooding in Bangladesh using Hydrographic, GPS and GRACE Data , 2008 .

[57]  M. Hossain,et al.  Flushing History as a Hydrogeological Control on the Regional Distribution of Arsenic in Shallow Groundwater of the Bengal Basin , 2008, Environmental science & technology.

[58]  M. Watkins,et al.  GRACE Measurements of Mass Variability in the Earth System , 2004, Science.

[59]  D. Helsel Nondetects and data analysis : statistics for censored environmental data , 2005 .

[60]  D. Kleinbaum,et al.  Survival Analysis: A Self-Learning Text. , 1996 .

[61]  M. A. Hoque,et al.  Declining groundwater level and aquifer dewatering in Dhaka metropolitan area, Bangladesh: causes and quantification , 2007 .

[62]  K. Hipel,et al.  Time series modelling of water resources and environmental systems , 1994 .

[63]  H. S. Mishra,et al.  Root growth, water potential, and yield of irrigated rice , 1997, Irrigation Science.

[64]  R. Hirsch,et al.  A Nonparametric Trend Test for Seasonal Data With Serial Dependence , 1984 .

[65]  D. Helsel,et al.  Much ado about next to nothing: incorporating nondetects in science. , 2010, The Annals of occupational hygiene.

[66]  D. Dawe The State of Food and Agriculture in Asia and the Pacific , 2008 .

[67]  M. Steckler,et al.  Contributions of floodplain stratigraphy and evolution to the spatial patterns of groundwater arsenic in Araihazar, Bangladesh , 2008 .

[68]  A. Bryman,et al.  Handbook of data analysis , 2004 .

[69]  K. Kemper,et al.  Towards a more effective operational response : arsenic contamination of groundwater in south and east Asian countries , 2005 .

[70]  H. B. Mann Nonparametric Tests Against Trend , 1945 .

[71]  P. Döll,et al.  Groundwater use for irrigation - a global inventory , 2010 .

[72]  Mahmood Alam Subsidence of the Ganges—Brahmaputra Delta of Bangladesh and Associated Drainage, Sedimentation and Salinity Problems , 1996 .

[73]  M. Hardy,et al.  Incorporating Categorical Information into Regression Models: The Utility of Dummy Variables , 2004 .

[74]  O. P. Singh Spatial Variation of Sea Level Trend Along the Bangladesh Coast , 2002 .

[75]  M. Polizzotto,et al.  Groundwater Flow in an Arsenic-Contaminated Aquifer, Mekong Delta, Cambodia , 2008 .

[76]  Joel B. Smith,et al.  Development and climate change in Bangladesh: focus on coastal flooding and the Sundarbans , 2003 .

[77]  W. Cleveland,et al.  Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting , 1988 .

[78]  C. Scott,et al.  Energy supply and the expansion of groundwater irrigation in the Indus‐Ganges Basin , 2009 .

[79]  Lopaka Lee,et al.  Statistical analysis of water-quality data containing multiple detection limits II: S-language software for nonparametric distribution modeling and hypothesis testing , 2007, Comput. Geosci..

[80]  M. Thirlwall,et al.  Arsenic in groundwater: Testing pollution mechanisms for sedimentary aquifers in Bangladesh , 2001 .

[81]  Bridget R. Scanlon,et al.  Evaluation of groundwater storage monitoring with the GRACE satellite: Case study of the High Plains aquifer, central United States , 2009 .

[82]  Charles F. Harvey,et al.  Arsenic Mobility and Groundwater Extraction in Bangladesh , 2002, Science.

[83]  Jeffrey P. Walker,et al.  THE GLOBAL LAND DATA ASSIMILATION SYSTEM , 2004 .

[84]  Debashis Chatterjee,et al.  Role of metal-reducing bacteria in arsenic release from Bengal delta sediments , 2004, Nature.

[85]  M. Amini,et al.  Predicting groundwater arsenic contamination in Southeast Asia from surface parameters , 2008 .

[86]  Prosun Bhattacharya,et al.  Arsenic enrichment in groundwater of the alluvial aquifers in Bangladesh: an overview , 2004 .

[87]  M. A. Hoque,et al.  Preliminary evidence of a link between surface soil properties and the arsenic content of shallow groundwater in Bangladesh , 2006 .

[88]  J. Perrin,et al.  Constraints on sustainable development of arsenic-bearing aquifers in southern Bangladesh. Part 1: A conceptual model of arsenic in the aquifer , 2002, Geological Society, London, Special Publications.

[89]  S. Swenson,et al.  Post‐processing removal of correlated errors in GRACE data , 2006 .

[90]  Tata Subba Rao,et al.  Statistical Methods for Trend Detection and Analysis in the Environmental Sciences , 2012 .

[91]  T. Shah Sustaining Asia's groundwater boom: an overview of issues and evidence , 2003 .

[92]  S. Islam,et al.  Groundwater dynamics and arsenic contamination in Bangladesh , 2006 .

[93]  Donald H. Burn,et al.  Trends and variability in the hydrological regime of the Mackenzie River Basin , 2006 .

[94]  K. Richards,et al.  Arsenic Pollution: A Global Synthesis , 2009 .

[95]  W. Cleveland LOWESS: A Program for Smoothing Scatterplots by Robust Locally Weighted Regression , 1981 .

[96]  T. Kawachi,et al.  Validity of the Latest Research Findings on Causes of Groundwater Arsenic Contamination in Bangladesh , 2001 .

[97]  M. Shamsudduha Spatial Variability and Prediction Modeling of Groundwater Arsenic Distributions in the Shallowest Alluvial Aquifers in Bangladesh , 2008 .

[98]  P. Petersen The burden of oral disease: challenges to improving oral health in the 21st century. , 2005, Bulletin of the World Health Organization.

[99]  P. Döll Vulnerability to the impact of climate change on renewable groundwater resources: a global-scale assessment , 2009 .

[100]  Zhongqi Cheng,et al.  Comparison of dissolved and particulate arsenic distributions in shallow aquifers of Chakdaha, India, and Araihazar, Bangladesh , 2008, Geochemical transactions.

[101]  Scott Fendorf,et al.  Spatial and Temporal Variations of Groundwater Arsenic in South and Southeast Asia , 2010, Science.

[102]  V. Isham,et al.  Changes in extreme wind speeds in NW Europe simulated by generalized linear models , 2006 .

[103]  D. Dawe Increasing Water Productivity in Rice-Based Systems in Asia – Past Trends, Current Problems, and Future Prospects , 2005 .

[104]  Richard E. Chandler,et al.  Inference for clustered data using the independence loglikelihood , 2007 .

[105]  S. Swenson,et al.  A comparison of terrestrial water storage variations from GRACE with in situ measurements from Illinois , 2006 .

[106]  J. Famiglietti,et al.  Estimating groundwater storage changes in the Mississippi River basin (USA) using GRACE , 2007 .

[107]  Charles F. Harvey,et al.  Arsenic in groundwater in Bangladesh: A geostatistical and epidemiological framework for evaluating health effects and potential remedies , 2003 .

[108]  Murray Aitkin,et al.  The Fitting of Exponential, Weibull and Extreme Value Distributions to Complex Censored Survival Data using GLIM , 1980 .

[109]  M. Polizzotto,et al.  Near-surface wetland sediments as a source of arsenic release to ground water in Asia , 2008, Nature.

[110]  Victor Zlotnicki,et al.  Time‐variable gravity from GRACE: First results , 2004 .

[111]  Taikan Oki,et al.  Role of rivers in the seasonal variations of terrestrial water storage over global basins , 2009 .

[112]  M. Cuthbert,et al.  Trends in arsenic concentration at tubewells in Bangladesh: conceptual models, numerical models, and monitoring proxies , 2007 .

[113]  J. Klein,et al.  Survival Analysis: Techniques for Censored and Truncated Data , 1997 .

[114]  P. Barlow Ground water in freshwater-saltwater environments of the Atlantic coast , 2003 .

[115]  J. McArthur,et al.  Geochemical and palaeohydrological controls on pollution of groundwater by arsenic , 2001 .

[116]  Stanley A Leake,et al.  The Journey from Safe Yield to Sustainability , 2004, Ground water.

[117]  R. O N A L,et al.  Evaluation of Statistical Treatments of Left-Censored Environmental Data using Coincident Uncensored Data Sets : I . Summary Statistics , 2008 .

[118]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[119]  Khaled H. Hamed,et al.  A modified Mann-Kendall trend test for autocorrelated data , 1998 .

[120]  Charles F. Harvey,et al.  Mobility of arsenic in a Bangladesh aquifer: Inferences from geochemical profiles, leaching data, and mineralogical characterization , 2004 .

[121]  Richard J. K. Taylor Rethinking Water Scarcity: The Role of Storage , 2009 .

[122]  Michael Berg,et al.  Magnitude of Arsenic Pollution in the Mekong and Red River Deltas — Cambodia and Vietnam , 2006 .

[123]  A. Rahman Groundwater Resources and Development in Bangladesh ; Backgroud to the Arsenic Crisis, Agricultural Potential and the Environment , 2003 .

[124]  M. A. Hoque,et al.  Temporal variability of groundwater chemistry in shallow and deep aquifers of Araihazar, Bangladesh. , 2008, Journal of contaminant hydrology.

[125]  D. Molden Water for food, water for life: a comprehensive assessment of water management in agriculture , 2007 .

[126]  Richard E. Chandler,et al.  On the use of generalized linear models for interpreting climate variability , 2005 .

[127]  P. Döll,et al.  Will groundwater ease freshwater stress under climate change? , 2009 .

[128]  K. Hudson-Edwards,et al.  How paleosols influence groundwater flow and arsenic pollution: A model from the Bengal Basin and its worldwide implication , 2008 .

[129]  A. Smith,et al.  Contamination of drinking-water by arsenic in Bangladesh: a public health emergency. , 2000, Bulletin of the World Health Organization.

[130]  T. Wilbanks,et al.  Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change , 2007 .

[131]  M. A. Hoque,et al.  Geochemical and hydrogeological contrasts between shallow and deeper aquifers in two villages of Araihazar, Bangladesh: Implications for deeper aquifers as drinking water sources , 2005 .

[132]  J. Shoemaker,et al.  Anthropogenic influences on groundwater arsenic concentrations in Bangladesh , 2010 .

[133]  Frank E. Harrell,et al.  Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis , 2001 .

[134]  J. Famiglietti,et al.  Satellite-based estimates of groundwater depletion in India , 2009, Nature.

[135]  Jean-Charles Marty,et al.  Temporal gravity field models inferred from GRACE data , 2007 .

[136]  L. V. Vooren,et al.  Selection of Nonparametric Methods for Monotonic Trend Detection in Water Quality , 2007 .

[137]  Scott Rozelle,et al.  Groundwater: a global assessment of scale and significance , 2006 .

[138]  T. Itai,et al.  Arsenic release from biotite into a Holocene groundwater aquifer in Bangladesh , 2008 .

[139]  Roelof Versteeg,et al.  Impact of local recharge on arsenic concentrations in shallow aquifers inferred from the electromagnetic conductivity of soils in Araihazar, Bangladesh , 2008 .

[140]  J. Perrin,et al.  Arsenic in groundwater of the Bengal Basin, Bangladesh: Distribution, field relations, and hydrogeological setting , 2005 .

[141]  M. A. Hoque,et al.  Decoupling of As and Fe release to Bangladesh groundwater under reducing conditions. Part I: Evidence from sediment profiles , 2004 .

[142]  Mahmood Alam,et al.  An overview of the sedimentary geology of the Bengal Basin in relation to the regional tectonic framework and basin-fill history , 2003 .

[143]  David G. Kinniburgh,et al.  Geostatistical analysis of arsenic concentration in groundwater in Bangladesh using disjunctive kriging , 2003 .

[144]  R. Antweiler,et al.  Evaluation of statistical treatments of left-censored environmental data using coincident uncensored data sets: I. Summary statistics. , 2008, Environmental science & technology.

[145]  Irma J. Terpenning,et al.  STL : A Seasonal-Trend Decomposition Procedure Based on Loess , 1990 .

[146]  Z. Khan,et al.  Impact of Sea level Rise on Coastal Rivers of Bangladesh , 2006 .

[147]  R. Hirsch,et al.  Techniques of trend analysis for monthly water quality data , 1982 .

[148]  Eric Viala,et al.  Water for food, water for life a comprehensive assessment of water management in agriculture , 2008 .

[149]  S. Kuehl,et al.  The significance of large sediment supply, active tectonism, and eustasy on margin sequence development: Late Quaternary stratigraphy and evolution of the Ganges–Brahmaputra delta , 2000 .

[150]  P. Grambsch,et al.  Martingale-based residuals for survival models , 1990 .

[151]  B. Scanlon,et al.  GRACE Hydrological estimates for small basins: Evaluating processing approaches on the High Plains Aquifer, USA , 2010 .

[152]  J. Saunders,et al.  Spatial relationship of groundwater arsenic distribution with regional topography and water-table fluctuations in the shallow aquifers in Bangladesh , 2009 .

[153]  P. Cook,et al.  Using groundwater levels to estimate recharge , 2002 .

[154]  Larry E. Toothaker,et al.  Multiple Regression: Testing and Interpreting Interactions , 1991 .

[155]  J. Norrman,et al.  Arsenic mobilisation in a new well-field for drinking water production along the Red River, Nam Du, Hanoi. , 2008 .

[156]  G. C. Saha,et al.  Dynamics of arsenic in agricultural soils irrigated with arsenic contaminated groundwater in Bangladesh. , 2007, The Science of the total environment.

[157]  Bilal U. Haq,et al.  Sea-level rise and coastal subsidence: causes, consequences, and strategies. , 1996 .

[158]  D. Chambers Evaluation of new GRACE time‐variable gravity data over the ocean , 2006 .

[159]  S. S. E N G U P T A,et al.  Do Ponds Cause Arsenic-Pollution of Groundwater in the Bengal Basin ? An Answer from West Bengal , 2008 .

[160]  William L. Niemann,et al.  Hydrogeology: Principles and Practice , 2007 .

[161]  John C. Rodda,et al.  World water resources at the beginning of the twenty-first century , 2004 .

[162]  C. Voss,et al.  Vulnerability of deep groundwater in the Bengal Aquifer System to contamination by arsenic , 2010 .