Social vulnerability assessment of Glacial Lake Outburst Flood in a Northeastern state in India

Clague, 1994, vol. 464 Nakawo, 1999, Characteristics of Khumbu Glacier, Nepal Himalaya: recent change in the debris-covered area, Ann. Glaciol., 28, 118, 10.3189/172756499781821788 2015 Schmidt, 2020, Cryosphere hazards in Ladakh: the 2014 Gya glacial lake outburst flood and its implications for risk assessment, Nat. Hazards, 104, 2071, 10.1007/s11069-020-04262-8 Zhang, 2021, Simulation and assessment of future glacial lake outburst floods in the Poiqu river basin, central Himalayas, Water, 13, 1376, 10.3390/w13101376 Mool, 1995, Glacier lake outburst floods in Nepal, J. Nepal Geol. Soc., 11, 273 Watanbe, 1996, The 1994 Lugge Tsho glacial lake outburst flood, Bhutan Himalaya, Mt. Res. Dev., 16, 77, 10.2307/3673897 Osti, 2009, Hydrodynamic characteristics of the Tam Pokhari glacial lake outburst flood in the Mt. Everest region, Nepal, Hydrol. Process.: Int. J., 23, 2943, 10.1002/hyp.7405 Iturrizaga, 2019, Historical beacon fire lines as early warning systems for glacier lake outbursts in the Hindu Kush–Karakoram Mountains, Nat. Hazards, 99, 39, 10.1007/s11069-019-03705-1 Hussain, 2021, Glacier lake outburst flood modeling of Khurdopin glacier lake using HEC-RAS and GIS.assessment, Nat. Hazards, 104, 2071 Mason, 1929, Indus floods and Shyok glaciers, Himal. J., 1, 10 Sangewar, 1999, Reservoir within the Shaune Garang glacier, district Kinnaur, Himachal Pradesh, 39 Rao, 2014, Kedarnath flash floods: a hydrological and hydraulic simulation study, Curr. Sci., 598 Komori, 2012, Glacial lake outburst events in the Bhutan Himalayas, Global Environ. Res., 16, 59 Nie, 2018, An inventory of historical glacial lake outburst floods in the Himalayas based on remote sensing observations and geomorphological analysis, Geomorphology, 308, 91, 10.1016/j.geomorph.2018.02.002 Zheng, 2021, Numerous unreported glacial lake outburst floods in the Third Pole revealed by high-resolution satellite data and geomorphological evidence, Sci. Bull., 66, 1270, 10.1016/j.scib.2021.01.014 Fujita, 2009, Recent changes in Imja Glacial Lake and its damming moraine in the Nepal Himalaya revealed by in situ surveys and multi-temporal ASTER imagery, Environ. Res. Lett., 4, 10.1088/1748-9326/4/4/045205 Haritashya, 2018, Evolution and controls of large glacial lakes in the Nepal Himalaya, Rem. Sens., 10, 798, 10.3390/rs10050798 Khadka, 2018, Glacial lakes in the Nepal Himalaya: inventory and decadal dynamics (1977–2017), Rem. Sens., 10, 1913, 10.3390/rs10121913 Nagai, 2017, Evaluating the scale and potential of GLOF in the Bhutan Himalayas using a satellite-based integral glacier–glacial lake inventory, Geosciences, 7, 77, 10.3390/geosciences7030077 Govindha Raj, 2010, Remote sensing based hazard assessment of glacial lakes: a case study in Zanskar basin, Jammu and Kashmir, India, Geomatics, Nat. Hazards Risk, 1, 339, 10.1080/19475705.2010.532973 Aggarwal, 2017, Inventory and recently increasing GLOF susceptibility of glacial lakes in Sikkim, Eastern Himalaya, Geomorphology, 295, 39, 10.1016/j.geomorph.2017.06.014 Raj, 2013, Remote sensing-based hazard assessment of glacial lakes in Sikkim Himalaya, Curr. Sci., 359 Ahmed, 2021, A review of glacial lake expansion and associated glacial lake outburst floods in the Himalayan region, Earth Syst. Environ., 1 Jain, 2012, Glacial lakes and glacial lake outburst flood in a Himalayan basin using remote sensing and GIS, Nat. Hazards, 62, 887, 10.1007/s11069-012-0120-x Worni, 2013, Glacial lakes in the Indian Himalayas—from an area-wide glacial lake inventory to on-site and modelling based risk assessment of critical glacial lakes, Sci. Total Environ., 468, S71, 10.1016/j.scitotenv.2012.11.043 Thakur, 2016, One-dimensional hydrodynamic modeling of GLOF and impact on hydropower projects in Dhauliganga River using remote sensing and GIS applications, Nat. Hazards, 83, 1057, 10.1007/s11069-016-2363-4 Jha, 2016, Glacial lake outburst flood (GLOF) study of Dhauliganga basin in the Himalaya, Cogent Environ. Sci., 2, 1249107, 10.1080/23311843.2016.1249107 Sattar, 2019, Hydrodynamic moraine-breach modeling and outburst flood routing-A hazard assessment of the South Lhonak lake, Sikkim, Sci. Total Environ., 668, 362, 10.1016/j.scitotenv.2019.02.388 Gyeltshen, 2012 Allen, 2016, Glacial lake outburst flood risk in Himachal Pradesh, India: an integrative and anticipatory approach considering current and future threats, Nat. Hazards, 84, 1741, 10.1007/s11069-016-2511-x Dilshad, 2019, Growing social vulnerability in the river basins: evidence from the Hindu Kush Himalaya (HKH) region, Environ. Dev., 31, 19, 10.1016/j.envdev.2018.12.004 Pandey, 2015, Social-ecological vulnerability to climate change in the Nepali Himalaya, Appl. Geogr., 64, 74, 10.1016/j.apgeog.2015.09.008 Piya, 2012 Nasiri, 2016, An overview to flood vulnerability assessment methods, Sustain. Water Resour. Manag., 2, 331, 10.1007/s40899-016-0051-x Qasim, 2017, An assessment of flood vulnerability in Khyber Pukhtunkhwa province of Pakistan, AIMS Environ. Sci., 4, 206, 10.3934/environsci.2017.2.206 Hamidi, 2020, Household vulnerability to floods and cyclones in Khyber Pakhtunkhwa, Pakistan, Int. J. Disaster Risk Reduc., 46, 101496, 10.1016/j.ijdrr.2020.101496 Bhattacharjee, 2018, Determinants of household vulnerability and adaptation to floods: empirical evidence from the Indian State of West Bengal, Int. J. Disaster Risk Reduc., 31, 758, 10.1016/j.ijdrr.2018.07.017 Zarafshani, 2016, Vulnerability assessment models to drought: toward a conceptual framework, Sustainability, 8, 588, 10.3390/su8060588 Mishra, 2015, Analyzing the dynamics of social vulnerability to climate induced natural disasters in Orissa, India, Int. J. Soc. Sci., 4, 217 Mallick, 2009, Local adaptation strategies of a coastal community during cyclone Sidr and their vulnerability analysis for sustainable disaster mitigation planning in Bangladesh, J. Bangladesh Inst. Plan., 2, 158, 10.3329/jbip.v2i0.9576 Ahamed, 2013, Community based approach for reducing vulnerability to natural hazards (cyclone, storm surges) in coastal belt of Bangladesh, Procedia Environ. Sci., 17, 361, 10.1016/j.proenv.2013.02.049 Chowdhury, 2021, glacial lake evolution (1962–2018) and outburst susceptibility of Gurudongmar lake complex in the Tista basin, Sikkim Himalaya (India), Water, 13, 3565, 10.3390/w13243565 Adger, 2006, Vulnerability, Global Environ. Change, 16, 268, 10.1016/j.gloenvcha.2006.02.006 Füssel, 2006, Climate change vulnerability assessments: an evolution of conceptual thinking, Climatic Change, 75, 301, 10.1007/s10584-006-0329-3 Kok, 2016, A new method for analysing socio-ecological patterns of vulnerability, Reg. Environ. Change, 16, 229, 10.1007/s10113-014-0746-1 Timmerman, 1981 Cutter, 1996, Vulnerability to environmental hazards, Prog. Hum. Geogr., 20, 529, 10.1177/030913259602000407 Liverman, 1990, Vulnerability to global environmental change, Underst. Glob. Environ. Chang.: Contr. Risk Anal. Manag., 26, 27 Mohanty, 2021 Cutter, 2003, The vulnerability of science and the science of vulnerability, Ann. Assoc. Am. Geogr., 93, 1, 10.1111/1467-8306.93101 2004 2007 Brooks, 2003, Vulnerability, risk and adaptation: a conceptual framework, Tyndall Centr. Clim. Change Res. Work. Pap., 38, 1 Hinkel, 2011, Indicators of vulnerability and adaptive capacity": towards a clarification of the science–policy interface, Global Environ. Change, 21, 198, 10.1016/j.gloenvcha.2010.08.002 Rehman, 2019, A systematic review on approaches and methods used for flood vulnerability assessment: framework for future research, Nat. Hazards, 96, 975, 10.1007/s11069-018-03567-z 2013 2018 Bedeke, 2022, Climate change vulnerability and adaptation of crop producers in sub-Saharan Africa: a review on concepts, approaches and methods, Environ. Dev. Sustain., 1 2004 Cardona, 2012, Determinants of risk: exposure and vulnerability, 65 Balica, 2009, Flood vulnerability indices at varying spatial scales, Water Sci. Technol., 60, 2571, 10.2166/wst.2009.183 Fekete, 2009, Validation of a social vulnerability index in context to river-floods in Germany, Nat. Hazards Earth Syst. Sci., 9, 393, 10.5194/nhess-9-393-2009 Govindha Raj, 2013, Remote sensing-based inventory of glacial lakes in Sikkim Himalaya: semi-automated approach using satellite data, Geomatics, Nat. Hazards Risk, 4, 241, 10.1080/19475705.2012.707153 Sharma, 2018, Remote sensing and in situ-based assessment of rapidly growing South Lhonak glacial lake in eastern Himalaya, India, Nat. Hazards, 93, 393, 10.1007/s11069-018-3305-0 Chettri, 2017, Chungthang: an emerging urban landscape in Sikkim, IIAS Newslett., 77, 36 Luers, 2003, A method for quantifying vulnerability, applied to the agricultural system of the Yaqui Valley, Mexico, Global Environ. Change, 13, 255, 10.1016/S0959-3780(03)00054-2 Hahn, 2009, The Livelihood Vulnerability Index: a pragmatic approach to assessing risks from climate variability and change—a case study in Mozambique, Global Environ. Change, 19, 74, 10.1016/j.gloenvcha.2008.11.002 Mohan, 2010 Sullivan, 2011, Quantifying water vulnerability: a multi-dimensional approach, Stoch. Environ. Res. Risk Assess., 25, 627, 10.1007/s00477-010-0426-8 2020 Banerjee, 2015, Six randomized evaluations of microcredit: introduction and further steps, Am. Econ. J. Appl. Econ., 7, 1, 10.1257/app.20140287 Sanyal, 2015 Weingärtner, 2017 Ghosh, 2019 Messner, 2006, Flood damage, vulnerability and risk perception–challenges for flood damage research, 149 Miceli, 2008, Disaster preparedness and perception of flood risk: a study in an alpine valley in Italy, J. Environ. Psychol., 28, 164, 10.1016/j.jenvp.2007.10.006 Vaidya, 2019, Disaster risk reduction and building resilience in the Hindu Kush Himalaya, 389 Bosher, 2009, Attaining improved resilience to floods: a proactive multi‐stakeholder approach, Disaster Prev. Manag.: Int. J., 10.1108/09653560910938501 Cutter, 2003, Social vulnerability to environmental hazards, Soc. Sci. Q., 84, 242, 10.1111/1540-6237.8402002 Botzen, 2009, Dependence of flood risk perceptions on socioeconomic and objective risk factors, Water Resour. Res., 45, 10.1029/2009WR007743 Balica, 2012 Kellens, 2013, Perception and communication of flood risks: a systematic review of empirical research, Risk Anal.: Int. J., 33, 24, 10.1111/j.1539-6924.2012.01844.x Poussin, 2014, Factors of influence on flood damage mitigation behaviour by households, Environ. Sci. Pol., 40, 69, 10.1016/j.envsci.2014.01.013 2010 Mayunga, 2007, Understanding and applying the concept of community disaster resilience: a capital-based approach, Summer Acad. Soc. Vulnerabil. Resil. Build., 1, 16 Esty, 2005, vol. 47, 60 Balica, 2013, Parametric and physically based modelling techniques for flood risk and vulnerability assessment: a comparison, Environ. Model. Software, 41, 84, 10.1016/j.envsoft.2012.11.002 Hoffman, 2008, Preparing for disaster: protecting the most vulnerable in emergencies, UC Davis Law Rev., 42, 1491 Gares, 2014, Disaster vulnerability of migrant and seasonal farmworkers: a comparison of Texas and North Carolina, SE. Geogr., 54, 36 Economic, 2018, Population dynamics, vulnerable groups and resilience to climate change and disasters