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A Relational Vulnerability Analytic: Exploring Hybrid Methodologies for Human Dimensions of Climate Change Research in the Himalayas

  • Ritodhi ChakrabortyEmail author
  • Anne-Sophie Daloz
  • Tristan L’Ecuyer
  • Andrea Hicks
  • Stephen Young
  • Yanghui Kang
  • Mayank Shah
Chapter

Abstract

Vulnerability assessments are critical tools when exploring the Human Dimensions of Climate Change in the Global South. Additionally, Social Ecological Systems research utilizes such assessments to describe and predict potential spaces/tools of policy intervention. However, much of the assessment methodology fails to address the coupled structural processes underlying vulnerability and the experience of climate change. First, most scholarship does not operationalize mixed-methods research using plural epistemologies. Second, it fails to incorporate the communally produced knowledge of marginalized regional populations. Ultimately, power inequalities and their impact on vulnerability within complex adaptive systems, are overwhelmingly ignored. This project attempts to address these issues through a ‘Relational Vulnerability Analytic’ (RVA). We utilize a plural epistemological approach to construct an analytic that envisions the various relationships, processes and tools that need to be cultivated and managed in order to empower the community as co-producers of knowledge, while challenging the disciplinary bias in explorations of climate change risk and adaptation. Our method brings top-down spatial analysis tools, mathematical models, grounded ethnographic fieldwork and participatory feminist epistemologies into productive tension to reveal the sources of vulnerability and the agency of subjects, in rural Himalayan households. Additionally, we addresses the appeal for long term, collaborative, multi-dimensional research mobilization in the Himalayas. While the analytic is parameterized for the Himalayan region, it can be implemented in other regions with certain salient customizations. The project concludes that future efforts should be to operationalize this analytic for different regions and populations.

Keywords

Trans-disciplinary Vulnerability Himalayas Climate change Political ecology 

References

  1. Adler RF, Gu G, Huffman GJ (2012) Estimating climatological bias errors for the Global Precipitation Climatology Project (GPCP). J Appl Meteorol Climatol 51(1):84–99.  https://doi.org/10.1175/jamc-d-11-052.1CrossRefGoogle Scholar
  2. Ahlborg H, Nightingale AJ (2012) Mismatch between scales of knowledge in Nepalese forestry: epistemology, power, and policy implications. Ecol Soc 17(4).  https://doi.org/10.5751/ES-05171-170416
  3. Alcoff L, Potter E (1993) In: Alcoff L, Potter E (eds) Feminist epistemologies. Routledge, LondonGoogle Scholar
  4. An L (2012) Modeling human decisions in coupled human and natural systems: review of agent-based models. Ecol Model 229:25–36.  https://doi.org/10.1016/j.ecolmodel.2011.07.010CrossRefGoogle Scholar
  5. Balke T et al (2010) How do agents make decisions? A survey. Jasss 17(4):1.  https://doi.org/10.18564/jasss.2687CrossRefGoogle Scholar
  6. Barnett AJ, Eakin HC (2015) “We and us, not I and me”: justice, social capital, and household vulnerability in a Nova Scotia fishery. Appl Geogr Elsevier 59:107–116.  https://doi.org/10.1016/j.apgeog.2014.11.005CrossRefGoogle Scholar
  7. Berger T, Troost C (2014) Agent-based modelling of climate adaptation and mitigation options in agriculture. J Agric Econ 65(2):323–348.  https://doi.org/10.1111/1477-9552.12045CrossRefGoogle Scholar
  8. Beymer-farris BA, Bassett TJ, Bryceson I (2012) Promises and pitfalls of adaptive management in resilience thinking: the lens of political ecology. Resil Cult Lands:283–299.  https://doi.org/10.1017/CBO9781139107778Google Scholar
  9. Bharwani S (2004, December) Adaptive knowledge dynamics and emergent artificial societies: ethnographically based multi-agent simulations of behavioural adaptation in agro-climatic systems, p 369Google Scholar
  10. Bharwani S et al (2015) Identifying salient drivers of livelihood decision-making in the forest communities of Cameroon: adding value to social simulation models. J Artif Soc Soc Simul 18((1)3):1–26Google Scholar
  11. Bhattarai B, Beilin R, Ford R (2015) Gender, agrobiodiversity, and climate change: a study of adaptation practices in the Nepal Himalayas. World Dev Elsevier Ltd 70:122–132.  https://doi.org/10.1016/j.worlddev.2015.01.003CrossRefGoogle Scholar
  12. Bithell M, Brasington J, Richards K (2008) Discrete-element, individual-based and agent-based models: tools for interdisciplinary enquiry in geography? Geoforum 39(2):625–642.  https://doi.org/10.1016/j.geoforum.2006.10.014CrossRefGoogle Scholar
  13. Blythe J et al (2017) Feedbacks as a bridging concept for advancing transdisciplinary sustainability research. Curr Opin Environ Sustain Elsevier BV 26–27:114–119.  https://doi.org/10.1016/j.cosust.2017.05.004CrossRefGoogle Scholar
  14. Boonstra WJ (2016) Conceptualizing power to study social-ecological interactions. Ecol Soc 21(1).  https://doi.org/10.5751/ES-07966-210121
  15. Broadhead RS, Rist RC (1976) Gatekeepers and the social control of social research. Soc Probl 23(325):8–23.  https://doi.org/10.3868/s050-004-015-0003-8CrossRefGoogle Scholar
  16. Bruslé T (2008) Choosing a destination and work. Mt Res Dev 28(3/4):240–247.  https://doi.org/10.1659/mrd.0934CrossRefGoogle Scholar
  17. Cardona OD, van Aalst MK, Birkmann M, Fordham G, McGregor R, Perez R, Pulwarty RS, Schipper ELF, Singh BT (2012) Determinants of risk: exposure and vulnerability. In: Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation – a special report of working groups I and II of the Intergovernmental Panel on Climate Change (IPCC), Cambridge University Press, Cambridge, pp 65–108.  https://doi.org/10.1017/CBO9781139177245.005
  18. Carr ER, Owusu-Daaku KN (2016) The shifting epistemologies of vulnerability in climate services for development: the case of Mali’s agrometeorological advisory programme. Area 48:7–17.  https://doi.org/10.1111/area.12179CrossRefGoogle Scholar
  19. Castree N (2015) Coproducing global change research and geography {The} means and ends of engagement. Dial Hum Geogr 5(3):343–348.  https://doi.org/10.1177/2043820615613265CrossRefGoogle Scholar
  20. Chakraborty R (2018) The invisible (mountain) man: migrant youth and relational vulnerability in the Indian Himalayas. Available from ProQuest dissertations and theses database. (UMI no. 10829862)Google Scholar
  21. Chakraborty R, Daloz AS, Kumar M, Dimri AP (in press) Does awareness of climate change impacts lead to worries about it? Epistemological pluralism, parallel analysis and community perceptions of climate change in rural HimalayasGoogle Scholar
  22. Chaudhary P, Bawa KS (2011) Local perceptions of climate change validated by scientific evidence in the Himalayas. Biol Lett 7(5):767–770.  https://doi.org/10.1098/rsbl.2011.0269CrossRefGoogle Scholar
  23. Choudhury MUI, Haque CE (2016) “We are more scared of the power elites than the floods”: adaptive capacity and resilience of wetland community to flash flood disasters in Bangladesh. Int J Dis Risk Reduc Elsevier 19:145–158.  https://doi.org/10.1016/j.ijdrr.2016.08.004CrossRefGoogle Scholar
  24. Clifford NJ (2008) Models in geography revisited. Geoforum 39(2):675–686.  https://doi.org/10.1016/j.geoforum.2007.01.016CrossRefGoogle Scholar
  25. Cole J (2004) Fresh contact in Tamatave, Madagascar. Am Ethnol 31(4):573–588.  https://doi.org/10.1525/ae.2004.31.4.573CrossRefGoogle Scholar
  26. Conte R et al (2012) Manifesto of computational social science. Eur Phys J Spec Top 214(1):325–346.  https://doi.org/10.1140/epjst/e2012-01697-8CrossRefGoogle Scholar
  27. Cote M, Nightingale AJ (2012) Resilience thinking meets social theory. Prog Hum Geogr 36(4):475–489.  https://doi.org/10.1177/0309132511425708CrossRefGoogle Scholar
  28. Cresswell T (2015) Afterword – Asian mobilities/Asian frictions? Environ Plan A 48(6):1082–1086.  https://doi.org/10.1177/0308518X16647143CrossRefGoogle Scholar
  29. Davids T (2014) Trying to be a vulnerable observer: matters of agency, solidarity and hospitality in feminist ethnography. Women Stud Int Forum Elsevier Ltd 43:50–58.  https://doi.org/10.1016/j.wsif.2014.02.006CrossRefGoogle Scholar
  30. Gellner DN (ed) (2013) Borderland lives in northern South Asia. Duke University Press, Durham & LondonGoogle Scholar
  31. Davis M (2000) Late Victorian holocausts: El Niño famines and the making of the third world. Verso, London/New YorkGoogle Scholar
  32. Davidson DJ (2010) The applicability of the concept of resilience to social systems: some sources of optimism and nagging doubts. Soc Nat Resour 23(12):1135–1149.  https://doi.org/10.1080/08941921003652940CrossRefGoogle Scholar
  33. Devi RM, Dimri AP, Dutta J (2014) Uttarakhand disaster: natural or man-made? – a meteorological investigation. J Appl For Ecol 2(September):32–38Google Scholar
  34. Dee DP, Balmaseda M, Balsamo G, Engelen R, Simmons AJ, Thépaut J (2014) Toward a consistent reanalysis of the climate system. Bull Amer Meteor Soc 95:1235–1248.  https://doi.org/10.1175/BAMS-D-13-00043.1CrossRefGoogle Scholar
  35. Dyson J (2015) Life on the hoof: gender, youth, and the environment in the Indian Himalayas. J R Anthropol Inst 21(1):49–65.  https://doi.org/10.1111/1467-9655.12147CrossRefGoogle Scholar
  36. Entwisle B et al (2016) Climate shocks and migration: an agent-based modeling approach. Popul Environ Springer Netherlands 38(1):47–71.  https://doi.org/10.1007/s11111-016-0254-yCrossRefGoogle Scholar
  37. Eriksen SH, Nightingale AJ, Eakin H (2015) Reframing adaptation: the political nature of climate change adaptation. Glob Environ Change Elsevier Ltd 35:523–533.  https://doi.org/10.1016/j.gloenvcha.2015.09.014CrossRefGoogle Scholar
  38. Fabinyi M, Evans L, Foale SJ (2014) Social-ecological systems, social diversity, and power: insights from anthropology and political ecology. Ecol Soc 19(4).  https://doi.org/10.5751/ES-07029-190428
  39. Folke C (2006) Resilience: the emergence of a perspective for social-ecological systems analyses. Glob Environ Chang 16(3):253–267.  https://doi.org/10.1016/j.gloenvcha.2006.04.002CrossRefGoogle Scholar
  40. Ford JD et al (2013) The dynamic multiscale nature of climate change vulnerability: an Inuit harvesting example. Ann Assoc Am Geogr 103(5):1193–1211.  https://doi.org/10.1080/00045608.2013.776880CrossRefGoogle Scholar
  41. Gentle P, Maraseni TN (2012) Climate change, poverty and livelihoods: adaptation practices by rural mountain communities in Nepal. Environ Sci Pol Elsevier Ltd 21:24–34.  https://doi.org/10.1016/j.envsci.2012.03.007CrossRefGoogle Scholar
  42. Georgeff M et al (1998) The belief-desire-intention model of agency. In: Intelligent Agents V: agents theories, architectures, and languages. 5th international workshop, ATAL’98, pp 1–10.  https://doi.org/10.1007/3-540-49057-4_1Google Scholar
  43. Ghorbani A, Dijkema G, Schrauwen N (2015) Structuring qualitative data for agent-based modelling case study: horticulture innovation. J Artif Soc Soc Simul 18(1):1–6CrossRefGoogle Scholar
  44. Gidwani V, Sivaramakrishnan K (2003) Circular migration and the spaces of cultural assertion. Ann Assoc Am Geogr 93(1):186–213.  https://doi.org/10.1111/1467-8306.93112CrossRefGoogle Scholar
  45. Goldman MJ, Turner MD, Daly M (2018) A critical political ecology of human dimensions of climate change: epistemology, ontology, and ethics. Wiley Interdiscip Rev Clim Chang 9:1–15.  https://doi.org/10.1002/wcc.526CrossRefGoogle Scholar
  46. Guneratne A (2010) Culture and environment in the Himalayas. Routledge, LondonGoogle Scholar
  47. Gupta V (2011) A critical assessment of climate change impacts, vulnerability and policy in India. Pres Environ Sustain Dev 5(1):11–22Google Scholar
  48. Guthman J (1997) Representing crisis: the theory of Himalayan environmental degradation and the project of development in post-Rana Nepal. Dev Chang 28(1):45–69.  https://doi.org/10.1111/1467-7660.00034CrossRefGoogle Scholar
  49. Hartmann DL, Tank AMGK, Rusticucci M (2013) IPCC fifth assessment report, climate change 2013: the physical science basis. IPCC, AR5 (January 2014), pp 31–39.  https://doi.org/10.1017/CBO9781107415324.004
  50. Head L, Gibson C (2012) Becoming differently modern: geographic contributions to a generative climate politics. Prog Hum Geogr 36(6):699–714.  https://doi.org/10.1177/0309132512438162CrossRefGoogle Scholar
  51. Herbert-Cheshire L, Higgins V (2004) From risky to responsible: expert knowledge and the governing of community-led rural development. J Rural Stud 20(3):289–302.  https://doi.org/10.1016/j.jrurstud.2003.10.006CrossRefGoogle Scholar
  52. Hewitt K, Mehta M (2012) Rethinking risk and disasters in mountain areas. Revue de géographie alpine 100–1:0–13.  https://doi.org/10.4000/rga.1653CrossRefGoogle Scholar
  53. Hoermann B, Kollmair M (2009) Labour migration and remittances in the Hindu Kush-Himalayan region. International Centre for Integrated Mountain, KathmanduGoogle Scholar
  54. Holling CS (1973) Resilience and stability of ecological systems. Annu Rev Ecol Syst 4:1–23.  https://doi.org/10.1146/annurev.es.04.110173.000245CrossRefGoogle Scholar
  55. Hoque SF, Quinn CH, Sallu SM (2017) Resilience, political ecology, and well-being: an interdisciplinary approach to understanding social-ecological change in coastal Bangladesh. Ecol Soc 22(2).  https://doi.org/10.5751/ES-09422-220245
  56. Hoy A et al (2016) Climatic changes and their impact on socio-economic sectors in the Bhutan Himalayas: an implementation strategy. Reg Environ Change Springer Berlin/Heidelberg 16(5):1401–1415.  https://doi.org/10.1007/s10113-015-0868-0CrossRefGoogle Scholar
  57. Ives JD (2004) The theory of Himalayan environmental degradation: its validity and application challenged by recent research author(s): Jack D. Ives Conference: The Himalaya-Ganges Problem (August, 1987 ), pp. 189–199. Published by: Int Mt Soc 7(3):189–199Google Scholar
  58. IPCC (2007) Climate change 2007: synthesis report. Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, Pachauri, R.K and Reisinger, A. (eds.)]. IPCC, Geneva, Switzerland, 104 ppGoogle Scholar
  59. IPCC (2014) Climate change 2014: synthesis report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, R.K. Pachauri and L.A. Meyer (eds.)]. IPCC, Geneva, Switzerland, 151 ppGoogle Scholar
  60. Jain A (2010) Labour migration and remittances in Uttarakhand. International Centre for Integrated Mountain Development, KathmanduGoogle Scholar
  61. Janes JE (2016) Democratic encounters? Epistemic privilege, power, and community-based participatory action research. Action Res 14(1):72–87.  https://doi.org/10.1177/1476750315579129CrossRefGoogle Scholar
  62. Janssen MA, Ostrom E (2006) Empirically based, agent-based models. Ecol Soc 11(2):art37.  https://doi.org/10.5751/ES-01861-110237CrossRefGoogle Scholar
  63. Jeffrey C (2010) Timepass: youth, class, and time among unemployed young men in India. Am Ethnol 37(3):465–481.  https://doi.org/10.1111/j.1548-1425.2010.01266.xCrossRefGoogle Scholar
  64. Jones JW et al (2003) The DSSAT cropping system model. Eur J Agron.  https://doi.org/10.1016/S1161-0301(02)00107-7CrossRefGoogle Scholar
  65. Kelkar U et al (2008) Vulnerability and adaptation to climate variability and water stress in Uttarakhand State, India. Glob Environ Chang 18(4):564–574.  https://doi.org/10.1016/j.gloenvcha.2008.09.003CrossRefGoogle Scholar
  66. Kelly PM, Adger WN (2000) Theory and practice in assessing vulnerability to climate change and facilitating adaptation. Clim Chang 47(4):325–352.  https://doi.org/10.1023/A:1005627828199CrossRefGoogle Scholar
  67. Kingsley J, ‘Yotti’ et al (2010) Using a qualitative approach to research to build trust between a non-aboriginal researcher and aboriginal participants (Australia). Qual Res J 10(1):2–12.  https://doi.org/10.3316/QRJ1001002CrossRefGoogle Scholar
  68. Korzenevica M, Agergaard J (2017) “The house cannot stay empty”: a case of young rural Nepalis negotiating multilocal householding. Asian Popul Stud Taylor & Francis 13(2):124–139.  https://doi.org/10.1080/17441730.2017.1303110CrossRefGoogle Scholar
  69. Leach M, Scoones I, Stirling A (2010) Governing epidemics in an age of complexity: narratives, politics and pathways to sustainability. Glob Environ Change Elsevier Ltd 20(3):369–377.  https://doi.org/10.1016/j.gloenvcha.2009.11.008CrossRefGoogle Scholar
  70. Lövbrand E et al (2015) Who speaks for the future of Earth? How critical social science can extend the conversation on the Anthropocene. Glob Environ Chang 32:211–218.  https://doi.org/10.1016/j.gloenvcha.2015.03.012CrossRefGoogle Scholar
  71. Mahony M, Hulme M (2016) Epistemic geographies of climate change. Prog Hum Geogr:1–30.  https://doi.org/10.1177/0309132516681485CrossRefGoogle Scholar
  72. Mathur N (2015a) A “remote” town in the Indian Himalaya. Mod Asian Stud 49(2):365–392.  https://doi.org/10.1017/S0026749X1300053XCrossRefGoogle Scholar
  73. Mathur N (2015b) “It’s a conspiracy theory and climate change ” of beastly encounters and cervine dissapearances in Himalayan India. HAU J Ethnogr Theor 5(1):87–111CrossRefGoogle Scholar
  74. Mcguirk P, O’Neill P (2012) Critical geographies with the state: the problem of social vulnerability and the politics of engaged research. Antipode 44(4):1374–1394.  https://doi.org/10.1111/j.1467-8330.2011.00976.xCrossRefGoogle Scholar
  75. Metz JJ (2010) Downward spiral? Interrogating narratives of environmental change in the Himalaya. In: Guneratne A (ed) Culture and environment in the Himalayas. Routledge, LondonGoogle Scholar
  76. Miller F et al (2010) Resilience and vulnerability: complementary or conflicting concepts? Ecol Soc 15(3):11Google Scholar
  77. Millington J et al (2017) Integrating modelling approaches for understanding telecoupling: global food trade and local land use. Land 6(3):56.  https://doi.org/10.3390/land6030056CrossRefGoogle Scholar
  78. Molen N (2016) A method for employing qualitative data in the development of spatial agent-based models. Michigan State University, MichiganGoogle Scholar
  79. Molony T, Hammett D (2007) The friendly financier: talking money with the silenced assistant. Hum Organ 66(3):292–300CrossRefGoogle Scholar
  80. Murphy BL (2011) From interdisciplinary to inter-epistemological approaches: confronting the challenges of integrated climate change research. Can Geogr 55(4):490–509.  https://doi.org/10.1111/j.1541-0064.2011.00388.xCrossRefGoogle Scholar
  81. Nakamura K (2013) Making sense of sensory ethnography: the sensual and the multisensory. Am Anthropol 115(1):132–132.  https://doi.org/10.1111/j.1548-1433.2012.01543.xCrossRefGoogle Scholar
  82. Nightingale A (2003) A feminist in the forest: situated knowledges and mixing methods in natural resource management. Acme 2(1):77–90.  https://doi.org/10.1016/S0016-7185(99)00025-1CrossRefGoogle Scholar
  83. Nightingale AJ (2016) Adaptive scholarship and situated knowledges? Hybrid methodologies and plural epistemologies in climate change adaptation research. Area:41–47.  https://doi.org/10.1111/area.12195CrossRefGoogle Scholar
  84. Nightingale AJ (2017) Power and politics in climate change adaptation efforts: struggles over authority and recognition in the context of political instability. Geoforum Elsevier 84(May):11–20.  https://doi.org/10.1016/j.geoforum.2017.05.011CrossRefGoogle Scholar
  85. Ostrom E (2009) Social-ecological systems. Science 325(5939):419–422CrossRefGoogle Scholar
  86. Pandey R, Jha SK (2012) Climate vulnerability index – measure of climate change vulnerability to communities: a case of rural lower Himalaya, India. Mitig Adapt Strateg Glob Chang 17(5):487–506.  https://doi.org/10.1007/s11027-011-9338-2CrossRefGoogle Scholar
  87. Pandey R et al (2017) Agroecology as a climate change adaptation strategy for small holders of Tehri-Garhwal in the Indian Himalayan region. Small Scale For Springer Netherlands 16(1):53–63.  https://doi.org/10.1007/s11842-016-9342-1CrossRefGoogle Scholar
  88. Pant A (2016) Rural tourism a solution for ghost villages of Uttarakhand. Int J New Technol Res 6:52–60Google Scholar
  89. Peet R, Robbins P, Watts M (2011) Global political ecology (Peet R, Robbins P, Watts M (eds)). Routledge, LondonGoogle Scholar
  90. Pfaff-Czarnecka J, Toffin G (2011) Introduction: belonging and multiple attachments in contemporary Himalayan societies. The politics of belonging in the Himalayas: local attachments and boundary dynamics, pp xi–xxxviii.  https://doi.org/10.4135/9788132107729CrossRefGoogle Scholar
  91. Popke J (2016) Researching the hybrid geographies of climate change: reflections from the field. Area 48(1):2–6.  https://doi.org/10.1111/area.12220CrossRefGoogle Scholar
  92. Rawat PK, Tiwari PC, Pant CC (2012) Climate change accelerating land use dynamic and its environmental and socio-economic risks in the Himalayas. Int J Climate Change Strateg Manage 4(4):452–471.  https://doi.org/10.1108/17568691211277764CrossRefGoogle Scholar
  93. Ren GY, Shrestha AB (2017) Climate change in the Hindu Kush Himalaya. Adv Clim Change Res (National Climate Center (China Meteorological Administration)) 8(3):137–140.  https://doi.org/10.1016/j.accre.2017.09.001CrossRefGoogle Scholar
  94. Ribot J (2010) Vulnerability does not fall from the sky: towards multi-scale, pro-poor climate policy. Social dimensions of climate change: equity and vulnerability in a warming world, p 319.  https://doi.org/10.1088/1755-1307/6/34/342040CrossRefGoogle Scholar
  95. Ribot J (2014) Cause and response: vulnerability and climate in the Anthropocene. J Peasant Stud 41(5):667–705.  https://doi.org/10.1080/03066150.2014.894911CrossRefGoogle Scholar
  96. Rienecker MM, Suarez MJ, Gelaro R, Todling R, BacmeisterE J, Liu MG, Bosilovich SD, Schubert L, Takacs G, Kim S, Bloom J, Chen D, Collins A, da Conaty A, Silva WG, Joiner J, Koster RD, Lucchesi R, Molod A, Owens T, Pawson S, Pegion P, Redder CR, Reichle R, Robertson FR, Ruddick AG, Sienkiewicz M, Woollen J (2011) MERRA: NASA’s modern-era retrospective analysis for research and applications. J Clim 24:3624–3648.  https://doi.org/10.1175/JCLI-D-11-00015.1Metz (2010)
  97. Robinson DT et al (2007) Comparison of empirical methods for building agent-based models in land use science. J Land Use Sci 2(1):31–55.  https://doi.org/10.1080/17474230701201349CrossRefGoogle Scholar
  98. Rodrigues CD (2014) Doing research in violent settings: ethical considerations and ethics committees. DSD Working Papers on Research Security, No.5, pp 1–20Google Scholar
  99. Rosegrant MW et al (2014) Food security in a world of natural resource scarcity: role of agricultural technologies. IFPRI Book.  https://doi.org/10.2499/9780896298477
  100. Samson E et al (2017) Early engagement of stakeholders with individual-based modeling can inform research for improving invasive species management: the round goby as a case study. Front Ecol Evol 5(November):1–15.  https://doi.org/10.3389/fevo.2017.00149CrossRefGoogle Scholar
  101. Satyal P et al (2017) A new Himalayan crisis? Exploring transformative resilience pathways. Environ Model Softw Elsevier Ltd 23(November 2016):47–56.  https://doi.org/10.1016/j.envdev.2017.02.010CrossRefGoogle Scholar
  102. Schild A (2008) ICIMOD’s position on climate change and mountain systems. Mt Res Dev 28(3/4):328–331.  https://doi.org/10.1659/mrd.mp009CrossRefGoogle Scholar
  103. Schreinemachers P, Berger T (2011) An agent-based simulation model of human-environment interactions in agricultural systems. Environ Model Softw Elsevier Ltd 26(7):845–859.  https://doi.org/10.1016/j.envsoft.2011.02.004CrossRefGoogle Scholar
  104. Sharma JR (2013) Marginal but modern: young Nepali labour migrants in India. Young 21(4):347–362.  https://doi.org/10.1177/1103308813506307CrossRefGoogle Scholar
  105. Sharma E et al (2009) Climate change impacts and vulnerability in the eastern Himalayas. Icimod, p 32.  https://doi.org/10.1007/978-3-540-88246-6Google Scholar
  106. Shneiderman S (2010) Are the central Himalayas in Zomia? Some scholarly and political considerations across time and space. J Glob Hist 5(2):289–312.  https://doi.org/10.1017/S1740022810000094CrossRefGoogle Scholar
  107. Shneiderman S (2016) Association for Nepal and afterword|Charting Himalayan histories afterword. Chart Himal Hist 35(2):136–138Google Scholar
  108. Singer M (1995) Beyond the ivory tower: critical praxis in medical anthropology. Published by Wiley on behalf of the American Anthropological Association Stable. URL: http://www.jstor.org/stable/648559. Beyond Ivory Tower Critic Prax Med Anthropol 9(1):80–106
  109. Singh SP, Thadani R (2015) Complexities and controversies in Himalayan research: a call for collaboration and rigor for better data. Mt Res Dev 35(4):401–409.  https://doi.org/10.1659/MRD-JOURNAL-D-15-00045CrossRefGoogle Scholar
  110. Singh D, Padgham L, Logan B (2016) Integrating BDI agents with agent-based simulation platforms. Auton Agent Multi-Agent Syst Springer US 30(6):1050–1071.  https://doi.org/10.1007/s10458-016-9332-xCrossRefGoogle Scholar
  111. Smith S (2012) Intimate geopolitics: religion, marriage, and reproductive bodies in Leh, Ladakh. Ann Assoc Am Geogr 102(6):1511–1528.  https://doi.org/10.1080/00045608.2012.660391CrossRefGoogle Scholar
  112. Smith SH (2013) “In the heart, there”s nothing’: unruly youth, generational vertigo and territory. Trans Inst Br Geogr 38(4):572–585.  https://doi.org/10.1111/j.1475-5661.2012.00547.xCrossRefGoogle Scholar
  113. Smith SH, Gergan M (2015) The diaspora within: Himalayan youth, education-driven migration, and future aspirations in India. Envir Plan D Soc Space 33(1):119–135.  https://doi.org/10.1068/d13152pCrossRefGoogle Scholar
  114. Smith A, Hall M, Sousanis N (2015) Envisioning possibilities: visualising as enquiry in literacy studies. Literacy 49(1):3–11.  https://doi.org/10.1111/lit.12050CrossRefGoogle Scholar
  115. Stone-Jovicich S (2015) Probing the interfaces between the social sciences and social-ecological resilience: insights from integrative and hybrid perspectives in the social sciences. Ecol Soc 20(2).  https://doi.org/10.5751/ES-07347-200225
  116. Sturm A, Dori D, Shehory O (2010) An object-process-based modeling language for multiagent systems. IEEE Trans Syst Man Cybernet Part C Appl Rev 40(2):227–241.  https://doi.org/10.1109/TSMCC.2009.2037133CrossRefGoogle Scholar
  117. Sun Z et al (2016) Simple or complicated agent-based models? A complicated issue. Environ Model Softw Elsevier Ltd 86(3):56–67.  https://doi.org/10.1016/j.envsoft.2016.09.006CrossRefGoogle Scholar
  118. Taylor J (2011) The intimate insider: negotiating the ethics of friendship when doing insider research. Qual Res 11(1):3–22.  https://doi.org/10.1177/1468794110384447CrossRefGoogle Scholar
  119. Tiwari PC, Joshi B (2015) Climate change and rural out-migration in Himalaya. Change Adapt Socio Ecol Syst 2(1):8–25.  https://doi.org/10.1515/cass-2015-0002CrossRefGoogle Scholar
  120. Tiwari PC, Joshi B (2016) Gender processes in rural out-migration and socio-economic development in the Himalaya. Migr Dev Routledge 5(2):330–350.  https://doi.org/10.1080/21632324.2015.1022970CrossRefGoogle Scholar
  121. Turner S (2010) Challenges and dilemmas: fieldwork with upland minorities in socialist Vietnam, Laos and southwest China. Asia Pac Viewp 51(2):121–134.  https://doi.org/10.1111/j.1467-8373.2010.01419.xCrossRefGoogle Scholar
  122. Turner MD (2014) Political ecology I. Prog Hum Geogr 38(4):616–623.  https://doi.org/10.1177/0309132513502770CrossRefGoogle Scholar
  123. Turner MD (2016) Climate vulnerability as a relational concept. Geoforum Elsevier Ltd 68:29–38.  https://doi.org/10.1016/j.geoforum.2015.11.006CrossRefGoogle Scholar
  124. Turner BL, Robbins P (2008) Land-change science and political ecology: similarities, differences, and implications for sustainability science. Annu Rev Environ Resour 33(1):295–316.  https://doi.org/10.1146/annurev.environ.33.022207.104943CrossRefGoogle Scholar
  125. Turner BL et al (2003) A framework for vulnerability analysis in sustainability science. Proc Natl Acad Sci U S A 100(14):8074–8079.  https://doi.org/10.1073/pnas.1231335100CrossRefGoogle Scholar
  126. Van Stapele N (2014) Intersubjectivity, self-reflexivity and agency: narrating about “self” and “other” in feminist research. Women Stud Int Forum Elsevier Ltd 43:13–21.  https://doi.org/10.1016/j.wsif.2013.06.010CrossRefGoogle Scholar
  127. Verburg PH et al (2016) Methods and approaches to modelling the Anthropocene. Glob Environ Change Elsevier Ltd 39:328–340.  https://doi.org/10.1016/j.gloenvcha.2015.08.007CrossRefGoogle Scholar
  128. Vogel, C. et al. (2007) ‘Linking vulnerability, adaptation, and resilience science to practice: pathways, players, and partnerships’, Glob Environ Chang, 17(3–4), pp. 349–364. doi:  https://doi.org/10.1016/j.gloenvcha.2007.05.002CrossRefGoogle Scholar
  129. Wellman MP (2016) Putting the agent in agent-based modeling. Auton Agent Multi-Agent Syst Springer US 30(6):1175–1189.  https://doi.org/10.1007/s10458-016-9336-6CrossRefGoogle Scholar
  130. Wise S, Crooks AT (2012) Agent-based modeling for community resource management: Acequia-based agriculture. Comp Environ Urban Syst Elsevier Ltd 36(6):562–572.  https://doi.org/10.1016/j.compenvurbsys.2012.08.004CrossRefGoogle Scholar
  131. Yang L, Gilbert N (2008) Getting away from numbers: using qualitative observation for agent-based modeling. Adv Complex Syst 11(2):1–11.  https://doi.org/10.1142/S0219525908001556CrossRefGoogle Scholar
  132. Yeh ET et al (2014) Tibetan pastoralists’ vulnerability to climate change: a political ecology analysis of snowstorm coping capacity. Hum Ecol 42(1):61–74.  https://doi.org/10.1007/s10745-013-9625-5CrossRefGoogle Scholar
  133. You QL et al (2017) An overview of studies of observed climate change in the Hindu Kush Himalayan (HKH) region. Adv Clim Change Res Elsevier Ltd 8(3):141–147.  https://doi.org/10.1016/j.accre.2017.04.001CrossRefGoogle Scholar
  134. Zhan Y-J et al (2017) Changes in extreme precipitation events over the Hindu Kush Himalayan region during 1961–2012. Adv Clim Change Res Elsevier Ltd 8(3):166–175.  https://doi.org/10.1016/j.accre.2017.08.002CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • Ritodhi Chakraborty
    • 1
    • 2
    Email author
  • Anne-Sophie Daloz
    • 3
    • 4
  • Tristan L’Ecuyer
    • 5
  • Andrea Hicks
    • 6
  • Stephen Young
    • 1
  • Yanghui Kang
    • 1
  • Mayank Shah
    • 7
  1. 1.Department of GeographyUniversity of Wisconsin-MadisonMadisonUSA
  2. 2.Centre for Excellence (DFPL)Lincoln UniversityLincolnNew Zealand
  3. 3.Space and Science Engineering Center & Center for Climatic ResearchUniversity of Wisconsin-MadisonMadisonUSA
  4. 4.CICERO, Senter for klimaforskningOsloNorway
  5. 5.Department of Atmospheric and Oceanic Sciences & Center for Climatic ResearchUniversity of Wisconsin-MadisonMadisonUSA
  6. 6.Department of Civil and Environmental EngineeringUniversity of Wisconsin-MadisonMadisonUSA
  7. 7.Department of EconomicsKumaun UniversityNainitalIndia

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