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Integrating Trapezoidal Neutrosophic FUCOM-TOPSIS in SVNS for Enhanced Seismic Hazard Evaluation of Northeast India
Pub. online: 4 April 2025      Type: Research Article      Open accessOpen Access
Received
1 November 2024
Accepted
1 March 2025
Published
4 April 2025

Abstract

Seismic hazard analysis plays a vital role in evaluating the potential earthquake risk in a given region. Northeast India is one of the most seismically active zones due to its tectonic positioning at the collision boundary of the Indian and Eurasian plates. This study aims to implement a comprehensive Seismic Hazard Assessment (SHA) framework using Fuzzy Multi-Criteria Decision Making (MCDM) techniques to improve the accuracy and reliability of Peak Ground Acceleration (PGA) estimates in Northeast India. The methodology integrates Trapezoidal Fuzzy Full Consistency Method (TrF-FUCOM) and Neutrosophic-TOPSIS under Single Valued Neutrosophic Set (SVNS) environment (Neutrosophic-TOPSIS), effectively addressing the limitations of traditional seismic hazard assessment methods, particularly in selecting and weighting Ground Motion Prediction Equations (GMPEs). An extensive earthquake catalogue covering the period from 1762 to 2024 has been analysed, and after declustering, fault zones have been delineated based on earthquake density along active faults. The analysis provides a detailed spatial distribution of Peak Ground Acceleration (PGA) across the region, with the highest PGA value reaching 1.43g using the Deterministic Seismic Hazard Assessment (DSHA) method. The findings of this study offer crucial insights for disaster preparedness, urban planning, and the design of earthquake-resistant infrastructure, helping to mitigate seismic risks and enhance the resilience of communities in Northeast India.

References

 
Agrawal, N., Gupta, L., Dixit, J., Dash, S.K. (2023). Seismic risk assessment for the North Eastern Region of India by integrating seismic hazard and social vulnerability. Sustainable and Resilient Infrastructure, 8(Suppl. 1), 102–132. https://doi.org/10.1080/23789689.2022.2133764.
 
Anbazhagan, P., Kumar, A., Sitharam, T.G. (2013). Ground motion prediction equation considering combined dataset of recorded and simulated ground motions. Soil Dynamics and Earthquake Engineering, 53, 92–108.
 
Anbazhagan, P., Bajaj, K., Matharu, K., Moustafa, S.S., Al-Arifi, N.S. (2019). Probabilistic seismic hazard analysis using the logic tree approach – Patna district (India). Natural Hazards and Earth System Sciences, 19(10), 2097–2115.
 
Atkinson, G.M., Boore, D.M. (2003). Empirical ground-motion relations for subduction-zone earthquakes and their application to Cascadia and other regions. Bulletin of the Seismological Society of America, 93(4), 1703–1729.
 
Bahuguna, A., Sil, A. (2018). Comprehensive seismicity, seismic sources and seismic hazard assessment of Assam, North East India. Journal of Earthquake Engineering, 24(2), 254–297.
 
Bajaj, K., Anbazhagan, P. (2019). Regional stochastic GMPE with available recorded data for active region–application to the Himalayan region. Soil Dynamics and Earthquake Engineering, 126, 105825.
 
Baro, O., Kumar, A., Ismail-Zadeh, A. (2018). Seismic hazard assessment of the Shillong Plateau, India. Geomatics, Natural Hazards and Risk, 9(1), 841–861.
 
Baro, O., Kumar, A., Ismail-Zadeh, A. (2020). Seismic hazard assessment of the Shillong Plateau using a probabilistic approach. Geomatics, Natural Hazards and Risk, 11(1), 2210–2238.
 
Berkan, R.C., Trubatch, S.L. (2000). Fuzzy Systems Design Principles. Wiley-IEEE Press.
 
Bhatia, S.C., Kumar, M.R., Gupta, H.K. (1999). A probabilistic seismic hazard map of India and adjoining regions. Annali di Geofisica, 42(6), 1153–1164. https://www.earth-prints.org/handle/2122/1382.
 
Bilham, R., Gaur, V.K. (2000). Geodetic contributions to the study of seismotectonics in India. Current Science, 79(9), 1259–1269.
 
Borah, N., Kumar, A. (2022). Probabilistic seismic hazard analysis of the North-East India towards identification of contributing seismic sources. Geomatics, Natural Hazards and Risk, 14(1), 1–38.
 
Božanic, D., Tešić, D., Kočić, J. (2019). Multi-criteria FUCOM – Fuzzy MABAC model for the selection of location for construction of single-span bailey bridge. Decision Making: Applications in Management and Engineering, 2(1), 132–146.
 
Božanić, D., Tešić, D., Milić, A. (2020). Multicriteria decision making model with Z-numbers based on FUCOM and MABAC model. Decision Making: Applications in Management and Engineering, 3(2), 19–36.
 
Chen, S.J., Chen, S.M. (2007). Fuzzy risk analysis based on the ranking of generalized trapezoidal fuzzy numbers. Applied Intelligence, 26, 1–11.
 
Cornell, C.A. (1968). Engineering seismic risk analysis. Bulletin of the Seismological Society of America, 58(5), 1583–1606.
 
D’Amato, M., Laguardia, R., Di Trocchio, G., Coltellacci, M., Gigliotti, R. (2022). Seismic risk assessment for masonry buildings typologies from L’Aquila 2009 earthquake damage data. Journal of Earthquake Engineering, 26(9), 4545–4579.
 
Das, R., Sharma, M.L., Wason, H.R. (2016). Probabilistic seismic hazard assessment for northeast India region. Pure and Applied Geophysics, 173, 2653–2670.
 
Das, S., Gupta, I.D., Gupta, V.K. (2006). A probabilistic seismic hazard analysis of Northeast India. Earthquake Spectra, 22(1), 1–27.
 
Debbarma, J., Martin, S.S., Suresh, G., Ahsan, A., Gahalaut, V.K. (2017). Preliminary observations from the 3 January 2017, MW 5.6 Manu, Tripura (India) earthquake. Journal of Asian Earth Sciences, 148, 173–180.
 
Dixit, J., Dewaikar, D.M., Jangid, R.S. (2012). Free field surface motion at different site types due to near-fault ground motions. International Scholarly Research Notices, 2012(1), 821051.
 
England, P., Bilham, R. (2015). The Shillong Plateau and the great 1897 Assam earthquake. Tectonics, 34(9), 1792–1812.
 
Frigerio, I., Ventura, S., Strigaro, D., Mattavelli, M., De Amicis, M., Mugnano, S., Boffi, M. (2016). A GIS-based approach to identify the spatial variability of social vulnerability to seismic hazard in Italy. Applied Geography, 74, 12–22.
 
Gahalaut, V.K., Gahalaut, K. (2007). Burma plate motion. Journal of Geophysical Research: Solid Earth, 112(B10). https://doi.org/10.1029/2007JB004928.
 
Gardner, J.K., Knopoff, L. (1974). Is the sequence of earthquakes in Southern California, with aftershocks removed, Poissonian? Bulletin of the Seismological Society of America, 64(5), 1363–1367.
 
Ghione, F., Poggi, V., Lindholm, C. (2021). A hybrid probabilistic seismic hazard model for Northeast India and Bhutan combining distributed seismicity and finite faults. Physics and Chemistry of the Earth, Parts A/B/C, 123, 103029.
 
Ghosh, S., Chakraborty, S. (2017). Probabilistic seismic hazard analysis and synthetic ground motion generation for seismic risk assessment of structures in the Northeast India. International Journal of Geotechnical Earthquake Engineering (IJGEE), 8(2), 39–59.
 
Guha, D., Chakraborty, D. (2011). Fuzzy multi attribute group decision making method to achieve consensus under the consideration of degrees of confidence of experts’ opinions. Computers & Industrial Engineering, 60(4), 493–504.
 
Gupta, I.D. (2002). The state of the art in seismic hazard analysis. ISET Journal of Earthquake Technology, 39(4), 311–346.
 
Gupta, I.D. (2010). Response spectral attenuation relations for in-slab earthquakes in Indo-Burmese subduction zone. Soil Dynamics and Earthquake Engineering, 30(5), 368–377.
 
Gupta, L., Agrawal, N., Dixit, J., Dutta, S. (2022). A GIS-based assessment of active tectonics from morphometric parameters and geomorphic indices of Assam Region, India. Journal of Asian Earth Sciences: X, 8, 100115.
 
Gutenberg, B., Richter, C.F. (1944). Frequency of earthquakes in California. Bulletin of the Seismological Society of America, 34(4), 185–188.
 
Heidbach, O., Barth, A., Müller, B., Reinecker, J., Sperner, B., Tingay, M. (2005). World Stress Map Release 2005 – stress orientations from single focal mechanisms at plate boundaries. In: AGU Fall Meeting Abstracts, Vol. 2005.
 
Heidbach, O., Fuchs, K., Müller, B., Wenzel, F., Reinecker, J., Tingay, M., Sperner, B. (2007). The world stress map. Episodes Journal of International Geoscience, 30(3), 197–201.
 
Hwang, C.L., Yoon, K. (1981). Multiple Attribute Decision Making: Methods and Applications. Springer, New York.
 
Hwang, C.L., Lai, Y.J., Liu, T.Y. (1993). A new approach for multiple objective decision making. Computers & Operations Research, 20(8), 889–899.
 
Jade, S., Mukul, M., Bhattacharyya, A.K., Vijayan, M.S.M., Jaganathan, S., Kumar, A., Kalita, S., Sahu, S.C., Krishna, A.P., Gupta, S.S., Murthy, M.V.R.L., Gaur, V.K. (2007). Estimates of interseismic deformation in Northeast India from GPS measurements. Earth and Planetary Science Letters, 263(3–4), 221–234.
 
Kayal, J.R. (2008). Microearthquake Seismology and Seismotectonics of South Asia. Springer Science & Business Media.
 
Kayal, J.R., Gaonkar, S.G., Chakraborty, G.K., Singh, O.P. (2004). Aftershocks and seismotectonic implications of the 13 September 2002 earthquake (Mw 6.5) in the Andaman Sea basin. Bulletin of the Seismological Society of America, 94(1), 326–333.
 
Kayal, J.R., Arefiev, S.S., Barua, S., Hazarika, D., Gogoi, N., Kumar, A., Chowdhuryn, S.N., Kalita, S. (2006). Shillong plateau earthquakes in northeast India region: complex tectonic model. Current Science, 91(1), 109–114.
 
Keršuliene, V., Zavadskas, E.K., Turskis, Z. (2010). Selection of rational dispute resolution method by applying new step-wise weight assessment ratio analysis (SWARA). Journal of Business Economics and Management, 11(2), 243–258.
 
Khattri, K.N. (1993). Seismic gaps and likelihood of occurrence of larger earthquakes in northern India. Current Science, 64(11/12), 885–888.
 
Kijko, A. (2004). Estimation of the maximum earthquake magnitude, mmax. Pure and Applied Geophysics, 161, 1655–1681.
 
Kijko, A., Sellevoll, M.A. (1989). Estimation of earthquake hazard parameters from incomplete data files. Part I. Utilization of extreme and complete catalogs with different threshold magnitudes. Bulletin of the Seismological Society of America, 79(3), 645–654.
 
Kramer, S.L. (1996). Geotechnical Earthquake Engineering. Pearson Education India.
 
Kumar, A., Ghosh, G., Gupta, P.K., Kumar, V., Paramasivam, P. (2023a). Seismic hazard analysis of Silchar city located in North East India. Geomatics, Natural Hazards and Risk, 14(1), 2170831.
 
Kumar, A., Mishra, S., Sil, A. (2023b). Seismic hazard analysis of North East India and hazard assessment of capital cities in the region. International Journal of Reliability and Safety, 17(2), 143–166.
 
Lallawmawma, C., Sharma, M.L., Das, J.D. (2023). Probabilistic seismic hazard and risk assessment of Mizoram, North East India. Natural Hazards Research, 3(3), 447–463.
 
Majumder, P. (2023a). An integrated trapezoidal fuzzy FUCOM with single-valued neutrosophic fuzzy MARCOS and GMDH method to determine the alternatives weight and its applications in efficiency analysis of water treatment plant. Expert Systems with Applications, 225, 120087.
 
Majumder, P. (2023b). An integrated trapezoidal fuzzy FUCOM-TOPSIS method to determine alternatives’ ranking and utilization in the water treatment plant. Environmental Progress & Sustainable Energy, 42(4), e14096.
 
Majumder, P., Das, A., Hezam, I.M., Alshamrani, A., Aqlan, F. (2023a). Integrating trapezoidal fuzzy best–worst method and single-valued neutrosophic fuzzy MARCOS for efficiency analysis of surface water treatment plants. Soft Computing, 1(24). https://doi.org/10.1007/s00500-023-08532-y.
 
Mandal, K., Basu, K. (2019). Vector aggregation operator and score function to solve multi-criteria decision making problem in neutrosophic environment. International Journal of Machine Learning and Cybernetics, 10(6), 1373–1383.
 
Mase, L.Z. (2022). Local seismic hazard map based on the response spectra of stiff and very dense soils in Bengkulu city, Indonesia. Geodesy and Geodynamics, 13(6), 573–584.
 
Mase, L.Z., Sugianto, N., Refrizon, R. (2021). Seismic hazard microzonation of Bengkulu City, Indonesia. Geoenvironmental Disasters, 8, 5. https://doi.org/10.1186/s40677-021-00178-y.
 
Maurin, T., Rangin, C. (2009). Structure and kinematics of the Indo-Burmese Wedge: recent and fast growth of the outer wedge. 28(2). https://doi.org/10.1029/2008TC002276.
 
McGuire, R.K. (2008). Probabilistic seismic hazard analysis: early history. Earthquake Engineering & Structural Dynamics, 37(3), 329–338.
 
Mishra, S., Kumar, A., Sil, A. (2024). Comprehensive seismic hazard assessment for Guwahati City, Northeast India: insights from probabilistic and deterministic seismic hazard analysis. Natural Hazards Research, 4(3), 423–433.
 
Mueller, C.S., Boyd, O.S., Petersen, M.D., Moschetti, M.P., Rezaeian, S., Shumway, A.M. (2015). Seismic hazard in the eastern United States. Earthquake Spectra, 31(S1), S85–S107.
 
Mukhopadhyay, M., Dasgupta, S. (1988). Deep structure and tectonics of the burmese arc: constraints from earthquake and gravity data. Tectonophysics, 149(3–4), 299–322.
 
Nath, S.K., Thingbaijam, K.K.S. (2012). Probabilistic seismic hazard assessment of India. Seismological Research Letters, 83(1), 135–149.
 
Nath, S.K., Thingbaijam, K.K.S., Maiti, S.K., Nayak, A. (2012). Ground-motion predictions in Shillong region, northeast India. Journal of Seismology, 16, 475–488.
 
NDMA (2010). Development of probabilistic seismic hazard map of India. Technical Report by National Disaster Management Authority, Government of India.
 
Pallav, K., Raghukanth, S.T.G., Singh, K.D. (2012). Probabilistic seismic hazard estimation of Manipur, India. Journal of Geophysics and Engineering, 9(5), 516–533.
 
Pamučar, D., Lukovac, V., Božanić, D., Komazec, N. (2018a). Multi-criteria FUCOM-MAIRCA model for the evaluation of level crossings: case study in the Republic of Serbia. Operational Research in Engineering Sciences: Theory and Applications, 1(1), 108–129.
 
Pamučar, D., Stević, Ž., Sremac, S. (2018b). A new model for determining weight coefficients of criteria in MCDM models: full consistency method (FUCOM). Symmetry, 10(9), 393.
 
Parvez, I.A. (2012). New approaches for seismic hazard studies in the Indian subcontinent. Geomatics, Natural Hazards and Risk, 4(4), 299–319.
 
Parvez, I.A., Vaccari, F., Panza, G.F. (2003). A deterministic seismic hazard map of India and adjacent areas. Geophysical Journal International, 155(2), 489–508.
 
Pramanik, S., Das, S., Das, R., Tripathy, B.C. (2023). Neutrosophic BWM-TOPSIS strategy under SVNS environment. Neutrosophic Sets and Systems, 56(1). https://digitalrepository.unm.edu/nss_journal/vol56/iss1/13.
 
Raghu Kanth, S.T.G., Iyengar, R.N. (2007). Estimation of seismic spectral acceleration in peninsular India. Journal of Earth System Science, 116, 199–214.
 
Rezaei, J. (2015). Best-worst multi-criteria decision-making method. Omega, 53, 49–57.
 
Saaty, T.L. (1980). The analytic hierarchy process (AHP). The Journal of the Operational Research Society, 41(11), 1073–1076.
 
Saaty, T.L. (1996). Decision Making with Dependence and Feedback: The Analytic Network Process. RWS Publications, USA.
 
SEISAT Seismotectonic Atlas of India Geological Survey of India 2000, New Delhi.
 
Sharma, M.L., Malik, S. (2006). Probabilistic seismic hazard analysis and estimation of spectral strong ground motion on bedrock in Northeast India. In: 4th International Conference on Earthquake Engineering, Taipei, Taiwan, October 12–13, 2006. Paper No. 015.
 
Shukla, J., Choudhury, D. (2012). Seismic hazard and site-specific ground motion for typical ports of Gujarat. Natural Hazards, 60, 541–565.
 
Sikder, A.M., Alam, M.M. (2003). 2-D modelling of the anticlinal structures and structural development of the eastern fold belt of the Bengal Basin, Bangladesh. Sedimentary Geology, 155(3–4), 209–226.
 
Sil, A., Sitharam, T.G., Kolathayar, S. (2013). Probabilistic seismic hazard analysis of Tripura and Mizoram states. Natural Hazards, 68, 1089–1108.
 
Singh, N.M., Rahman, T., Wong, I.G. (2016). A new ground motion prediction model for Northeastern India (NEI) crustal earthquakes. Bulletin of the Seismological Society of America, 106(3), 1282–1297.
 
Sitharam, T.G., Kolathayar, S. (2013). Seismic hazard analysis of India using areal sources. Journal of Asian Earth Sciences, 62, 647–653.
 
Sitharam, T.G., Sil, A. (2014). Comprehensive seismic hazard assessment of Tripura and Mizoram states. Journal of Earth System Science, 123, 837–857.
 
Smarandache, F. (1998). Neutrosophy: Neutrosophic Probability, Set, and Logic: Analytic Synthesis & Synthetic Analysis. American Research Press, Rehoboth, NM.
 
Thingbaijam, K.K.S., Nath, S.K., Yadav, A., Raj, A., Walling, M.Y., Mohanty, W.K. (2008). Recent seismicity in Northeast India and its adjoining region. Journal of Seismology, 12, 107–123.
 
van Stiphout, T., Zhuang, J., Marsan, D. (2012). Seismicity declustering. Community Online Resource for Statistical Seismicity Analysis, 10(1), 1–25.
 
Wang, H., Smarandache, F., Zhang, Y., Sunderraman, R. (2010). Single valued neutrosophic sets. Infinite Study.
 
Wells, D.L., Coppersmith, K.J. (1994). New empirical relationships among magnitude, rupture length, rupture width, rupture area, and surface displacement. Bulletin of the Seismological Society of America, 84(4), 974–1002.
 
Xiao, Z., Xia, S., Gong, K., Li, D. (2012). The trapezoidal fuzzy soft set and its application in MCDM. Applied Mathematical Modelling, 36(12), 5844–5855.
 
Yoon, K. (1987). A reconciliation among discrete compromise solutions. Journal of the Operational Research Society, 38(3), 277–286.
 
Zadeh, L.A. (1965). Fuzzy sets. Information and Control, 8, 338–353.
 
Zahoor, F., Ansari, A., Rao, S., Satyam, N. (2023). Seismic hazard assessment of Kashmir Region using logic tree approach: focus on sensitivity of PSHA results towards declustering procedures and GMPEs. Pure and Applied Geophysics, 180, 789–827. https://doi.org/10.1007/s00024-023-03239-5.
 
Zheng, G., Zhu, N., Tian, Z., Chen, Y., Sun, B. (2012). Application of a trapezoidal fuzzy AHP method for work safety evaluation and early warning rating of hot and humid environments. Safety Science, 50(2), 228–239.
 
Zionts, S., Wallenius, J. (1983). An interactive multiple objective linear programming method for a class of underlying nonlinear utility functions. Management Science, 29(5), 519–529.

Biographies

Paul Avik
aviknit7@gmail.com

A. Paul holds a BE degree (2013) from NIT Agartala, an MTech degree (2015) in geotechnical engineering from NIT Agartala and is currently pursuing a PhD degree at National Institute of Technology, Agartala.

Ghosh Sima
sima.civil@nita.ac.in

S. Ghosh received her PhD degree in civil engineering from National Institute of Technology, Agartala. Her specialization is in geotechnical engineering. Currently, she is working as a Professor in the Department of Civil Engineering, National Institute of Technology, Agartala. She has published more than 100 research papers in international journals like SCI, SCOPUS, and other reputed journals.

Smarandache Florentin
smarand@unm.edu

F. Smarandache received MSc degrees in mathematics and computer science from the University of Craiova, Romania, and PhD degrees from the State University of Kishinev and Okayama University of Sciences, Japan. He founded neutrosophy, neutrosophic set, logic, probability, and statistics in 1995. Currently, he is a professor of mathematics at the University of New Mexico, USA. He has published hundreds of articles and books on neutrosophic physics, quantum paradoxes, and algebraic extensions. His contributions include plithogenic logic, neutroalgebras, neutrogeometry, and the Dezert–Smarandache theory. He has introduced concepts like unmatter, absolute relativity, and hypersoft sets. He has delivered plenary lectures and presented papers at numerous international conferences.

Majumder Priyanka
majumderpriyanka94@yahoo.com

P. Majumder received the BSc degree from Tripura University, in 2010, MSc and PhD degrees in mathematics from the National Institute of Technology, Agartala, India, in 2012 and 2020. Currently, he is working as an Associate Professor in the Department of Basic Science and Humanities Department (Mathematics), Techno College of Engineering Agartala, Maheshkhola, Agartala, Tripura. He is the author of two books and more than 33 articles.


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Keywords
seismic hazard assessment peak ground acceleration ground motion prediction equations trapezoidal fuzzy FUCOM neutrosophic-TOPSIS

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