Fuzzy-based approach for evaluating groundwater sustainability of Asian cities

Abstract The objective of this research is to develop a fuzzy-based groundwater sustainability index (FGSI) model to evaluate the sustainability of groundwater system at selected cities in Asian. The new Mamdani type fuzzy-based inference system known as FGSI was developed. It contains five components and twenty-four indicators, which covers five dimensions of sustainability, namely, environmental, social, economic, mutual trust, and institutional. The FGSI model offers a novel combination of indicators, which covers aspects of groundwtaer quality, quantity, and management. An attempt was made to develop a robust index for estimating the groundwater sustainability. The model was evaluated for selected cities in Asian with different difuzzification methods, and compared with the conventional method. The centroid defuzzification method produced well diversified results compared with other methods, including conventional method. The overall groundwater sustainability of Hyderabad of India was estimated as highly sustainable and, Lahore of Pakistan, Bangkok of Thailand, Ho Chi Minh City of Vietnam and Yangon City of Myanmar were estimated as moderately sustainable. The FGSI model may help to policy and decision makers to provide a reliable and resilient sustainable management system in the cities by identifying the indicators for the improvement.

[1]  J. Famiglietti,et al.  Groundwater rejuvenation in parts of India influenced by water-policy change implementation , 2017, Scientific Reports.

[2]  T. Rajaram,et al.  Modeling of interactions among sustainability components of an agro-ecosystem using local knowledge through cognitive mapping and fuzzy inference system , 2010, Expert Syst. Appl..

[3]  S. Anbazhagan,et al.  Groundwater sustainability indicators in parts of Tiruppur and Coimbatore districts, Tamil Nadu , 2016, Journal of the Geological Society of India.

[4]  A. Hoekstra,et al.  Urban water security: A review , 2018 .

[5]  Groundwater Sustainability - A Brief Review , 2015 .

[6]  G. Marsily,et al.  Projected groundwater balance as a state indicator for addressing sustainability and management challenges of overexploited crystalline aquifers , 2014 .

[7]  H. Qian,et al.  Challenges and prospects of sustainable groundwater management in an agricultural plain along the Silk Road Economic Belt, north-west China , 2018 .

[8]  Riccardo Rossi,et al.  Comparison of fuzzy-based and AHP methods in sustainability evaluation: a case of traffic pollution-reducing policies , 2012, European Transport Research Review.

[9]  Y. Phillis,et al.  Evaluating strategies for sustainable development: fuzzy logic reasoning and sensitivity analysis , 2004 .

[10]  Fausto Cavallaro,et al.  A Takagi-Sugeno Fuzzy Inference System for Developing a Sustainability Index of Biomass , 2015 .

[11]  Yilmaz Icaga,et al.  Fuzzy evaluation of water quality classification , 2007 .

[12]  Raffaele Giordano,et al.  An integrated modelling tool to evaluate the acceptability of irrigation constraint measures for groundwater protection , 2013, Environ. Model. Softw..

[13]  M. Hermy,et al.  Adapting green roof irrigation practices for a sustainable future: A review , 2015 .

[14]  N. Mogharreban,et al.  Comparison of Defuzzification Techniques for Analysis of Non-interval Data , 2006, NAFIPS 2006 - 2006 Annual Meeting of the North American Fuzzy Information Processing Society.

[15]  B. Scanlon,et al.  Impact of water withdrawals from groundwater and surface water on continental water storage variations , 2012 .

[16]  Pauzi Abdullah,et al.  Development of New Water Quality Model Using Fuzzy Logic System for Malaysia , 2008 .

[17]  N. Phien-Wej,et al.  Land subsidence in Bangkok, Thailand , 2006 .

[18]  Bernard De Baets,et al.  Fuzzy rule-based models for decision support in ecosystem management. , 2004, The Science of the total environment.

[19]  Ajit Pratap Singh,et al.  Groundwater Quality Assessment in Some Selected Area of Rajasthan, India Using Fuzzy Multi-criteria Decision Making Tool , 2015 .

[20]  Thomas A. Runkler,et al.  Selection of appropriate defuzzification methods using application specific properties , 1997, IEEE Trans. Fuzzy Syst..

[21]  N. P. Armitage,et al.  Application of a sustainability index for integrated urban water management in Southern African cities: case study comparison - Maputo and Hermanus , 2012 .

[22]  Sean W. Fleming,et al.  The unbearable fuzziness of being sustainable: an integrated, fuzzy logic-based aquifer health index , 2014 .

[23]  Jonghoon Park,et al.  Assessment of Groundwater Drought in the Mangyeong River Basin, Korea , 2018 .

[24]  Janet K. Martinez,et al.  Diverse stakeholders create collaborative, multilevel basin governance for groundwater sustainability , 2018 .

[25]  Deodato Tapete,et al.  Accounting for groundwater in future city visions , 2017 .

[26]  L. Mays Groundwater Resources Sustainability: Past, Present, and Future , 2013, Water Resources Management.

[27]  T. Gleeson,et al.  Regional strategies for the accelerating global problem of groundwater depletion , 2012 .

[28]  A. Ahmadi,et al.  Groundwater Vulnerability Assessment Using Fuzzy Logic: A Case Study in the Zayandehrood Aquifers, Iran , 2012, Environmental Management.

[29]  P. Gleick WATER IN CRISIS: PATHS TO SUSTAINABLE WATER USE , 1998 .

[30]  Sandra A. Santos,et al.  A fuzzy logic-based tool to assess beef cattle ranching sustainability in complex environmental systems. , 2017, Journal of environmental management.

[31]  Christian Bockstaller,et al.  A tool to design fuzzy decision trees for sustainability assessment , 2017, Environ. Model. Softw..

[32]  Yannis A. Phillis,et al.  Sustainability: an ill-defined concept and its assessment using fuzzy logic , 2001 .

[33]  A Hugo,et al.  Community–groundwater compatibility assessments: An approach towards sustainable groundwater development , 2012 .

[34]  Sangam Shrestha,et al.  A framework for measuring groundwater sustainability , 2011 .

[35]  K. F. Liu,et al.  Evaluating Environmental Sustainability: An Integration of Multiple-Criteria Decision-Making and Fuzzy Logic , 2007, Environmental management.

[36]  Lotfi A. Zadeh,et al.  Is there a need for fuzzy logic? , 2008, NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society.

[37]  Evaluation of groundwater sustainability based on groundwater age simulation in the Zhangye Basin of Heihe River watershed, northwestern China , 2014, Journal of Arid Land.

[38]  R. Biswas,et al.  Effect of different defuzzification methods in a fuzzy based load balancing application , 2011 .

[39]  Kyoochul Ha,et al.  Assessing sustainability of groundwater resources on Jeju Island, South Korea, under climate change, drought, and increased usage , 2014, Hydrogeology Journal.

[40]  F. Martin McNeill,et al.  Fuzzy Logic: A Practical Approach , 1994 .

[41]  M. Taniguchi,et al.  Towards Sustainable Groundwater Use: Setting Long‐Term Goals, Backcasting, and Managing Adaptively , 2012, Ground water.

[42]  G. Tobin,et al.  Addressing the Sustainability of Austin, Texas, Water Policy , 2016 .

[43]  Guangtao Fu,et al.  Reliable, resilient and sustainable water management: the Safe & SuRe approach , 2016, Global challenges.

[44]  Tony Prato A fuzzy logic approach for evaluating ecosystem sustainability , 2005 .

[45]  Irwan Gumilar,et al.  Land subsidence of Jakarta (Indonesia) and its relation with urban development , 2011 .

[46]  N. Woo,et al.  The sustainability risk of Ho Chi Minh City, Vietnam, due to saltwater intrusion , 2015, Geosciences Journal.

[47]  Jiang Chen,et al.  Improving assessment of groundwater sustainability with analytic hierarchy process and information entropy method: a case study of the Hohhot Plain, China , 2015, Environmental Earth Sciences.

[48]  Ming Li,et al.  Hydrochemistry and Isotope Hydrology for Groundwater Sustainability of the Coastal Multilayered Aquifer System (Zhanjiang, China) , 2017 .

[49]  Howard W. Reeves,et al.  Examining the contradiction in ‘sustainable urban growth’: an example of groundwater sustainability , 2012 .

[50]  B. Bose,et al.  Evaluation of membership functions for fuzzy logic controlled induction motor drive , 2002, IEEE 2002 28th Annual Conference of the Industrial Electronics Society. IECON 02.

[51]  P. Martínez-Santos,et al.  The Manifold Dimensions of Groundwater Sustainability: An Overview , 2006 .