Skip Navigation Links.
Collapse <span class="m110 colortj mt20 fontw700">Volume 12 (2024)</span>Volume 12 (2024)
Collapse <span class="m110 colortj mt20 fontw700">Volume 11 (2023)</span>Volume 11 (2023)
Collapse <span class="m110 colortj mt20 fontw700">Volume 10 (2022)</span>Volume 10 (2022)
Collapse <span class="m110 colortj mt20 fontw700">Volume 9 (2021)</span>Volume 9 (2021)
Collapse <span class="m110 colortj mt20 fontw700">Volume 8 (2020)</span>Volume 8 (2020)
Collapse <span class="m110 colortj mt20 fontw700">Volume 7 (2019)</span>Volume 7 (2019)
Collapse <span class="m110 colortj mt20 fontw700">Volume 6 (2018)</span>Volume 6 (2018)
Collapse <span class="m110 colortj mt20 fontw700">Volume 5 (2017)</span>Volume 5 (2017)
Collapse <span class="m110 colortj mt20 fontw700">Volume 4 (2016)</span>Volume 4 (2016)
Collapse <span class="m110 colortj mt20 fontw700">Volume 3 (2015)</span>Volume 3 (2015)
Collapse <span class="m110 colortj mt20 fontw700">Volume 2 (2014)</span>Volume 2 (2014)
Collapse <span class="m110 colortj mt20 fontw700">Volume 1 (2013)</span>Volume 1 (2013)
American Journal of Water Resources. 2014, 2(2), 41-53
DOI: 10.12691/AJWR-2-2-3
Original Research

Six Years Major Historical Urban Floods in West Bengal State in India: Comparative Analysis Using Neuro-Genetic Model

Nihar R. Samal1, 2, , Pankaj K. Roy3, Mrinmoy Majumadar3, S. Bhattacharya2 and Malabika Biswasroy3

1CUNY Institute for Sustainable Cities, Hunter College, City University of New York, 695 Park Ave., New York, NY, USA

2Department of Civil Engineering, National Institute of Technology Durgapur, M.G. Avenue, Durgapur, West Bengal, India

3School of Water Resources Engineering, Jadavpur University, Kolkata, West Bengal, India

Pub. Date: May 29, 2014

Cite this paper

Nihar R. Samal, Pankaj K. Roy, Mrinmoy Majumadar, S. Bhattacharya and Malabika Biswasroy. Six Years Major Historical Urban Floods in West Bengal State in India: Comparative Analysis Using Neuro-Genetic Model. American Journal of Water Resources. 2014; 2(2):41-53. doi: 10.12691/AJWR-2-2-3

Abstract

An estimated 96 percent of deaths related to natural disasters in the past decade occurred in developing countries. Flooding is one of the greatest water-related environmental disasters and is the major concern in West Bengal state in India. The number of people vulnerable to devastating floods is expected to rise due to large-scale urbanization, population growth in flood-prone areas, land use changes, climate change and rising sea levels apart from its contributions to the biodiversity and sustainability of ecosystems and to many human activities. New disaster risk reduction approaches are needed to build the necessary capacity to address these challenges. Based on this context, an investigation is made in the state of West Bengal in India over six years of extreme rainfall event highlighting the flooding situation interlinked with the structural and non-structural measures and its management strategy. West Bengal State experience heavy precipitation particularly in the months of September and October consequently upon low pressure/depressions developed in the Bay of Bengal during the years 1956, 1959, 1978, 1995, 1999 and 2000, which faced such worst type of rainfall and the year 2000 may be designated as the year of the worst precipitation in terms of quantum, intensity and duration. Lack of control structures coupled with very high discharge in the rivers during the year 2000 resulted in prolonged agony for a large number of people within the state. It is also attempted to develop a neuro-genetic models to identify the relationship between return period and extreme rainfall event.

Keywords

flood-prone areas, extreme rainfall event, disaster, return period, neuro-genetic models

Copyright

Creative CommonsThis work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

References

[1]  Central Water Commission (CWC). “Manual on Flood Forecasting”, River Management Wing, New Delhi, 1989.
 
[2]  Biswasroy M., Roy P.K, Samal N.R., Mazumdar, A. “Socio-economic Valuations of Wetland Based Occupations of Lower Gangetic Basin through Participatory Approach”, Environment and Natural Resources Research, 2(4): 30-44, 2012.
 
[3]  Sharma V. K. “Natural disaster management in national development- Indian perspective”, New united process publisher, 26: 32, 1997.
 
[4]  Dhar O.N., Nandargi S. “A study of floods in the Bramaputra basin in India”, Int. J. of Climatology, 20 ( 7-9):771-782, 2000.
 
[5]  Samal N.R., Roy D., Mazumdar A., Bose B. “Influence of thermal stratification on dissolved oxygen in Subhas Sarobar”, Kolkata. J. Curr. Sci., 7 (1): 259-266, 2004.
 
[6]  Samal N.R., Roy, P.K., Biswasroy, M. and Mazumdar, A. 2014. Limnological Comparisons of Threats to Aquatic Life Owing to Thermal Stratification in two Morphometrically Different Urban Shallow Lakes, Sustainability, Agri, Food and Environmental Research, 2(1): 13-30.
 
[7]  Pal, M., Samal N.R., Roy, P.K. and Biswasroy, M. 2014. Temperature and dissolved oxygen stratification in the lake Rudrasagar: Preliminary investigations, Sustainability, Agri, Food and Environmental Research, 2(1): 1-12.
 
[8]  Samal, N.R., Roy, D., Mazumdar, A. and Bose, B. 2004. Seasonal Response of Water Temperature of Rabindra Sarobar, the National Lake, in relation to pH, Dissolved Oxygen, Biochemical Oxygen Demand and Chemical Oxygen Demand., Journal Public Health Enggs., Vol. 2004, No. 2, pp. 39-42.
 
[9]  Mazumdar, A., Samal, N.R., Roy, D. and Gangopadhyay, A. 2007. Physico-Chemical Characteristics of Water in a shallow lake Rabindra Sarobar in Metropolis Kolkata, Journal of Inst. of Enggs. (IE-CH), India, vol. 88, pp. 32-40.
 
[10]  Samal N.R., Mazumdar A. “Management of Lake Ecosystem”. J. of The Ekologia (The Ekol.), 3(2), 123-130, 2005.
 
[11]  Samal N.R., Roy P.K., Biswas M., Mazumdar A. “Summer thermal stratification: an indicator of water pollution in shallow lake”, J. Chem. Eng., Instit. Eng. (India), 90: 37-43, 2010.
 
[12]  Pielke R.A. (Jr), Downton M.W. “Precipitations and damaging floods; trend in the U.S. - 1932-1997”. J. of climate, 15th Oct, 3625-3637, 2000.
 
[13]  Szlafsztan C.F. “Analysis of the poverty, natural disaster relationship in the Buenos Aires (Argentina)”, J. of Natural disaster, 23,2:1, 2001.
 
[14]  De. U.S. “Extreme weather events and natural hazards”, Leeward News. Jan-March, Newsletter, IMD, 1:10, 2004.
 
[15]  Bryant Edward & Allen Perry, “Climate Process and Change”, Cambridge University press, 167, 1997.
 
[16]  NMIWD, News Magazine of Irrigation & Waterways Dept., “Sechpatra”, Govt. of West Bengal, June, Vol.1, No.1, 2001.
 
[17]  Samal N.R., Matonse A.H. Mukundan R., Zion M.S., Pierson D.C., Gelda R.K., Schneiderman E.M. “Modeling potential effects of climate change on winter turbidity loading in the Ashokan Reservoir, NY”, Hydrological Processes.
 
[18]  Samal N.R., Mazumdar A., Jöhnk K.D., Peeters F. “Assessment of ecosystem health of tropical shallow waterbodies in eastern India using turbulence model. Aquatic Ecosystem Health & Management, 12: 215-225, 2009.
 
[19]  Samal, N.R., Jöhnk, K.D., Peeters, F., Bäuerle, E., Mazumdar, A., 2008. Mixing and internal waves in a small stratified Indian Lake: Subhas Sarobar. In: Mohanty, P.K. (ed.) Monitoring and Modelling Lakes and Coastal Environments. Springer, Berlin, pp. 91-100.
 
[20]  Samal, N. R. & Mazumdar, A. 2005a. Artificial boundary effect on primary productivity of the littoral garden. Journal of Environmental Protection 25: 334-338.
 
[21]  Samal N.R., Pierson D.C., Huang Y., Read J., Anandhi A., Owens E.M. “Impact of climate change on Cannonsville reservoir thermal structure in the New York City Water Supply”, Water Quality Research Journal, Canada, vol. 47 (3-4), pp. 389-405, 2012.
 
[22]  Goswami A.B. “Hydrological Status of West Bengal. In Changing Environmental Scenario of the Indian Subcontinent”. Ed. By S.R. Basu.ACB Publication, Kolkata, 299-314, 2002.
 
[23]  Wang Q.J. “The genetic algorithm and its application to calibrating conceptual rainfall-runoff models”, J. Water Resour. Res. 27(9), 2467-2471, 1991.
 
[24]  R. V. Ramana, B. Chakravorty, N. R. Samal, N.G. Pandey and P. Mani. 2008. Development of Intensity Duration Frequency curves using L-moment and GIS technique’ Journal of Applied Hydrology, JAH Vol. XXI, No.1&2: 88-100.
 
[25]  Wang A.P., Liao H.Y., Kou C.H., Huang, C.Y. “Artificial neural networks on reservoir inflows forecasting during typhoon season - A case in Taiwan”, WSEAS Transactions on Mathematics 5 (4):416-422, 2006.
 
[26]  Chow V.T., Maidment D.R., Mays L.W. “Applied hydrology”, International Edition. New York: MacGraw-Hill, 1988.
 
[27]  Subramanya K. “Engineering Hydrology”, Chapter-7, Tata McGraw-Hill Publishing, Company Limited, New Delhi. (2"d Edition), 1994.
 
[28]  Sudheer K.P. “Knowledge Extraction from Trained Neural Network River Flow Models”, J. Hydrologic Engineering, 10(4): 264-269, 2005.
 
[29]  Xu Z.X., Li J.Y. “Short-term inflow forecasting using an artificial neural network model”, John Wiley & Sons, Ltd, 2001.
 
[30]  Ahmed J.A., Sarma A.K. “Genetic Algorithm for Optimal Operating Policy of a Multipurpose Reservoir”, Journal of Water Resources Management, 19:145-161, 2005.
 
[31]  Zhang Q., Stanley S.J. “Real-time treatment process control with artificial neural networks”, J. of Environmental Engineering, 125(2): 153-160, 1999.
 
[32]  Burn D.H., Yulianti J.S. “Waste-load allocation using genetic algorithms”, J. Water Resource Planning and Management, ASCE 127(2): 121-129, 2001.
 
[33]  Wardlaw R., Sharif M., “Evaluation of genetic algorithms for optimal reservoir system operation”, J. of Water Resources Planning and Managementt, 125(1), 25-33, 1999.
 
[34]  Biswasroy M., Roy P.K., Mazumdar A., Majumder M., Samal, N.R. Impact of Land Use and Aquatic Plants on the Water Quality of the Sub-Tropical Alpine Wetlands in India: A Case Study Using Neuro-Genetic Models, J. of Water Resource and Protection, 4:576-589, 2012.
 
[35]  IWRS. “Theme Paper on Management of floods and droughts”, Indian Water Resources Society, Roorkee, India, 4-12, 2001.
 
[36]  Wei C.C., Hsu N.S. “Development of a real-time optimization model for flood control of a multipurpose reservoir”, Journal of the Chinese Institute of Civil and Hydraulic Engineering 19 (3): 355-365, 2007.
 
[37]  Yitian L., Gu R.R. “Modeling Flow and Sediment Transport in a River System Using an Artificial Neural Network”, J. of Environmental Management, 31(1):122-134, 2003.