Modeling the Impacts and Consequences of Climate Change on Sustainable Livelihood of Rural Communities (Case study: Rural Households in Mashhad County)

Document Type : Original Article

Authors

University of Zanjan, Iran.

Abstract

Purpose- Climate change has negative effects on the economic, social, and environmental aspects of rural households. Given the importance of the impact of climate change on the livelihoods of rural people, this study was conducted with the aim of reducing vulnerability and increasing resilience and adaptation to these conditions in Mashhad Township.
Design/methodology/approach- The statistical population of the study is 11,706 rural households in Mashhad Township, out of which 372 households were selected proportionally by multistage stratified random sampling based on Cochran’s formula. The main tool of the research was a questionnaire whose validity was examined through content validity, structural validity, and reliability by composite reliability and Cronbach’s alpha (a= 0.9). The data were analyzed using SPSS and LISREL software. To examine the fit of the measurement model of the effects of climate change on sustainable livelihoods, the collected data were analyzed using second-order confirmatory factor analysis with LISREL software.
Findings- The results of the study showed that the greatest impact of climate change was on financial capital, including income reduction, increased costs and increased product prices, reduced productivity and employment. In addition, the greatest effects of climate change on social capital include were on reduced sense of belonging and increased dependence on government support; on human capital include a were on reduced health levels and quality of life; and on natural capital include a were on reduced land resources and pressure and occurrence of hazards; and on physical capital were on reduced services and facilities for people. The research findings also showed that the goodness-of-fit indices (AGFI=0.91, GFI=0.91), (NNFI=0.91, CFI= 0.92), and (RMSEA= 0.073, X2/df= 2.97) confirmed an excellent fit of the measurement model of the effects of climate change on sustainable livelihoods with observed data. In addition, the results of structural equation modeling showed that the greatest impacts of climate change among livelihood capitals were respectively related to physical, financial, natural, social and human capitals.

Keywords

Main Subjects

References

  1. Aggarwal, P., & Singh, A. (2010). Implications of global climatic change on water and food security. https://link.springer.com/chapter/10.1007/978-3-642-04615-5_3 
  2. Ahmadi, a., & Manoochehri, s. (2020). An Analysis of the Impact of Environmental Risks (Drought) on Rural Sustainability (Case Study: Villages of Qaenat County). Geography and Development, 18(58), 175-202. [In Persian] doi:10.22111/gdij.2020.5367
  3. Alam, G. M., Alam, K., & Mushtaq, S. (2017). Climate change perceptions and local adaptation strategies of hazard-prone rural households in Bangladesh. Climate Risk Management, 17, 52-63. https://doi.org/10.1016/j.crm.2017.06.006
  4. Amoah, L. N. A., & Simatele, M. D. (2021). Food security and coping strategies of rural household livelihoods to climate change in the eastern cape of South Africa. Frontiers in Sustainable Food Systems, 5, 692185. https://doi.org/10.3389/fsufs.2021.692185
  5. Aryal, K., Thapa, P. S., & Lamichhane, D. (2019). Revisiting agroforestry for building climate resilient communities: a case of package-based integrated agroforestry practices in Nepal. Emerging science journal, 3(5), 303-311. http://dx.doi.org/10.28991/esj-2019-01193
  6. Awazi, N. P., & Quandt, A. (2021). Livelihood resilience to environmental changes in areas of Kenya and Cameroon: a comparative analysis. Climatic Change, 165(1-2), 33. https://link.springer.com/ article/ 1007/ s10584-021-03073-5
  7. Azhdarpoor, A. (2016). Investigating rural people's perceptions of climate changes and adaptation strategies in Zabol county. (degree of M.Sc.), Gorgan University of Agricultural Sciences and Natural Resources. [In Persian] 
  8. Babae, M., Jalalian, H., & Afrakhtehh, H. (2021). Rural livelihood resilience (a case study of villages around Lake Urmia within the city of Urmia). Geography and Planning, 25(77), 1-15. [In Persian] doi:10.22034/gp.2021.41837.2708
  9. Badko, B., Ghasemi Siani, M., Ranjbaraki, A., Shambiati, M. H., & Shakiba, A. (2020). Assessing the Livelihood Capital of Mountainous Villages with a Sustainable Livelihood Approach (Case study: Kouhshah Rural District, Ahmadi District -Hormozgan). Geographical Studies of Mountainous Areas, 1(3), 53-65. [In Persian] doi:10.29252/gsma.1.3.53
  10. Bauer, T., de Jong, W., Ingram, V., Arts, B., & Pacheco, P. (2022). Thriving in turbulent times: Livelihood resilience and vulnerability assessment of Bolivian Indigenous forest households. Land Use Policy, 119, 106146. https://doi.org/10.1016/j.landusepol.2022.10614
  11. Bhattacharjee, K., & Behera, B. (2018). Determinants of household vulnerability and adaptation to floods: Empirical evidence from the Indian State of West Bengal. International Journal of Disaster Risk Reduction, 31, 758-769. https://doi.org/10.1016/j.ijdrr.2018.07.017
  12. Carr, E. R. (2020). Resilient livelihoods in an era of a global transformation. Global Environmental Change, 64, 102155. https://doi.org/10.1016/j.gloenvcha.2020.102155
  13. Chand, S., & Kumar, D. (2018). Farmers Perception on Climate Change and Its Management Strategies: A Micro Analysis of Rajasthan. Indian research journal of extension education, 18(3), 49-56. https://www.cabidigitallibrary.org/doi/full/10.5555/20183229996
  14. Chen, F., Xu, H., & Lew, A. A. (2020). Livelihood resilience in tourism communities: The role of human agency. Journal of Sustainable Tourism, 28(4), 606-624. https://doi.org/10.1080/09669582.2019.1694029
  15. Chen, J., Yin, S., Gebhardt, H., & Yang, X. (2018). Farmers’ livelihood adaptation to environmental change in an arid region: A case study of the Minqin Oasis, northwestern China. Ecological Indicators, 93, 411-423. https://doi.org/10.1016/j.ecolind.2018.05.017
  16. Chitongo, L. (2019). Rural livelihood resilience strategies in the face of harsh climatic conditions. The case of ward 11 Gwanda, South, Zimbabwe. Cogent Social Sciences, 5(1), 1617090. https://doi.org/10.1080/23311886.2019.1617090
  17. Davoodpur, M. (2017). Analysis of capacity, resiliency and Social _ Economic Resilience and Vulnerability of Farmers to Confronting Drought, Case Study: Bijar township, Najafabad district. (Master's Thesis), University of Zanjan. [In Persian]
  18. De Silva, M., & Kawasaki, A. (2018). Socioeconomic vulnerability to disaster risk: a case study of flood and drought impact in a rural Sri Lankan community. Ecological Economics, 152, 131-140. https://doi.org/10.1016/j.ecolecon.2018.05.010
  19. Fang, Y.-p., Fan, J., Shen, M.-y., & Song, M.-q. (2014). Sensitivity of livelihood strategy to livelihood capital in mountain areas: Empirical analysis based on different settlements in the upper reaches of the Minjiang River, China. Ecological Indicators, 38, 225-235. https://doi.org/10.1016/j.ecolind.2013.11.007
  20. Gautam, Y. (2017). Seasonal migration and livelihood resilience in the face of climate change in Nepal. Mountain Research and Development, 37(4), 436-445. https://doi.org/10.1659/MRD-JOURNAL-D-17-00035.1
  21. General Meteorological Department of Khorasan Razavi, S. S. o. t. M. O. a. R. S. M. o. E. (2022). Retrieved from. [In Persian] https://razavimet.ir/fa/node/35.
  22. Ghasemi, M., Alizade, l., & Soheili far, H. (2021). Identifying the optimal strategies for managing agricultural water resources for small-scale farmers (a case study of Darzab village, Mashhad County). Agricultural Economics Research, 13(2), 81-108. [In Persian] marvdasht.iau.ir
  23. Ghayeni Sabegh, H. (2017). investigating farmers' awareness of climate change and applying its adaptation option adaptability to it( case study: farmers of south Khorasan province, Nnehbandan county). (BU-Ali Sina University), BU-Ali Sina University. (Graduate Studies Thesis\Dissertation Information) [In Persian]
  24. Ghorbani, M., Taghipour, S. M., Khalighi Sigaroodi, S., & Alambaigi, A. (2019). Measuring and Prioritizing the Dimensions of Stakeholder's Adaptive Capacity Against Climate Change – Case Study: East of Gonabad Township, Khorasan Razavi Province. Journal of Range and Watershed Management, 72(2), 543-556. [In Persian] doi:10.22059/jrwm.2018.246184.1192
  25. Gong, Y., Yao, K., Zhang, R., Liu, B., & Wang, F. (2021). Rethinking livelihood resilience after development-induced displacement and resettlement: a case study of Qianping Reservoir. International Journal of Water Resources Development, 37(5), 841-864. https://doi.org/10.1080/ 2020. 1790340
  26. Hajian, N. (2017). The role of diversity of economic activities (agronomic and non-agricultural) in vulnerability and resilience of rural households in the face of drought (Case study area: Chenaran County ). (Master's Thesis), Ferdowsi University of Mashhad. [In Persian]
  27. Harvey, C. A., Saborio-Rodríguez, M., Martinez-Rodríguez, M. R., Viguera, B., Chain-Guadarrama, A., Vignola, R., & Alpizar, F. (2018). Climate change impacts and adaptation among smallholder farmers in Central America. Agriculture & Food Security, 7(1), 1-20. https://doi.org/10.1186/s40066-018-0209-x
  28. Hua, X., Yan, J., & Zhang, Y. (2017). Evaluating the role of livelihood assets in suitable livelihood strategies: Protocol for anti-poverty policy in the Eastern Tibetan Plateau, China. Ecological Indicators, 78, 62-74. https://doi.org/10.1016/j.ecolind.2017.03.009
  29. Ikhuoso, O. A., Adegbeye, M., Elghandour, M., Mellado, M., Al-Dobaib, S., & Salem, A. (2020). Climate change and Agriculture: The competition for limited resources amidst crop farmers-livestock herding conflict in Nigeria-A review. Journal of cleaner production, 272, 123104. https://doi.org/10.1016/j.jclepro.2020.123104
  30. Jacquet, P. O., Wyart, V., Desantis, A., Hsu, Y.-F., Granjon, L., Sergent, C., & Waszak, F. (2018). Human susceptibility to social influence and its neural correlates are related to perceived vulnerability to extrinsic morbidity risks. Scientific reports, 8(1), 13347. https://doi.org/10.1038/s41598-018-31619-8
  31. Jamshidi, O., Asadi, A., Kalantari, K., Azadi, H., & Scheffran, J. (2019). Vulnerability to climate change of smallholder farmers in the Hamadan province, Iran. Climate Risk Management, 23, 146-159. https://doi.org/10.1016/j.crm.2018.06.002
  32. Karim, M. R., & Thiel, A. (2017). Role of community-based local institution for climate change adaptation in the Teesta riverine area of Bangladesh. Climate Risk Management, 17, 92-103. https://doi.org/10.1016/j.crm.2017.06.002
  33. Khan, N. A., Qiao, J., Abid, M., & Gao, Q. (2021). Understanding farm-level cognition of and autonomous adaptation to climate variability and associated factors: Evidence from the rice-growing zone of Pakistan. Land Use Policy, 105, 105427. https://doi.org/10.1016/j.landusepol.2021.105427
  34. khatibi, S. A. (2017). Assessment Of Watershed Management Projects And Villagers’ Resilience To Drought. (MSc Thesis), Ferdowsi University of Mashhad. [In Persian]
  35. Kien, N. V. (2011). Social capital, livelihood diversification and household resilience to annual flood events in the Vietnamese Mekong River Delta. EEPSEA research report series/IDRC. Regional Office for Southeast and East Asia, Economy and Environment Program for Southeast Asia; no. 2011-RR10. http://hdl.handle.net/10625/48825
  36. Kuang, F., Jin, J., He, R., Wan, X., & Ning, J. (2019). Influence of livelihood capital on adaptation strategies: Evidence from rural households in Wushen Banner, China. Land Use Policy, 89, 104228. https://doi.org/10.1016/j.landusepol.2019.104228
  37. Li, X., & Shi, X. (2022). Smallholders’ Livelihood Resilience in the Dryland Area of the Yellow River Basin in China from the Perspective of the Family Life Cycle: Based on GeoDetector and LMG Metric Model. Land, 11(9), 1427. https://doi.org/10.3390/land11091427
  38. Liu, Y., & Xu, Y. (2016). Geographic identification of multidimensional poverty in rural China under the framework of sustainable livelihoods analysis. Applied Geography, 73, 62-76. https://doi.org/10.1016/j.apgeog.2016.06.004
  39. Mashizha, T. M., Ncube, C., Dzvimbo, M. A., & Monga, M. (2017). EXAMINING THE IMPACT OF CLIMATE CHANGE ON RURAL LIVELIHOODS AND FOOD SECURITY: EVIDENCE FROM SANYATI DISTRICT IN MASHONALAND WEST, ZIMBABWE. Journal of Asian and African Social Science and Humanities, 3(2), 56-68. http://wwww.researchgate.net 
  40. Masud, M. M., Azam, M. N., Mohiuddin, M., Banna, H., Akhtar, R., Alam, A. F., & Begum, H. (2017). Adaptation barriers and strategies towards climate change: Challenges in the agricultural sector. Journal of cleaner production, 156, 698-706. https://doi.org/10.1016/j.jclepro.2017.04.060
  41. Mekuriaw, S., Mengistu, A., & Tegegne, F. (2019). Livestock technologies and grazing land management Options for climate change adaption and mitigation as a contribution for food security in Ethiopia: A brief overview. Climate Change-Resilient Agriculture and Agroforestry: Ecosystem Services and Sustainability, 383-396. https://link.springer.com/chapter/10.1007/978-3-319-75004-0_22
  42. Menike, L., & Arachchi, K. K. (2016). Adaptation to climate change by smallholder farmers in rural communities: Evidence from Sri Lanka. Procedia food science, 6, 288-292. https://doi.org/10.1016/ profoo.2016.02.057
  43. Mitra, A. (2008). Social capital, livelihood, and upward mobility. Habitat International, 32(2), 261-269. https://doi.org/10.1016/j.habitatint.2007.08.006
  44. Mkuna, E., Baiyegunhi, L., & Adamus, W. (2020). Sustainable livelihood alternatives among Nile perch (Lates niloticus) fishers in Lake Victoria Tanzania: analytical hierarchy process (AHP) approach. Journal of Economic Structures, 9(1), 1-18. https://journalofeconomicstructures.springeropen.com/ articles/ 1186/ s40008-020-00206-4
  45. Mohammadi, S., & Manoochehri, S. (2019). An analysis of the relationship between Livability and Resilience of rural communities (Case Study: Rural villages of Marivan County). Spatial Planning, 8(4), 89-110. [In Persian] doi:10.22108/sppl.2018.110922.1207
  46. Moradi, O. (2014). Climate Change Impacts on Social and economical condition at the watershed scale (A Case Study: Sanandaj city). (Degree of Master of Sciences (MSc)), University of Kashan. [In Persian]
  47. Morse, S., & McNamara, N. (2013). Sustainable livelihood approach: A critique of theory and practice: Springer Science & Business Media.
  48. Motsholapheko, M., Kgathi, D., & Vanderpost, C. (2011). Rural livelihoods and household adaptation to extreme flooding in the Okavango Delta, Botswana. Physics and Chemistry of the Earth, Parts A/B/C, 36(14-15), 984-995. https://doi.org/10.1016/j.pce.2011.08.004
  49. Nagasha, J. I., Mugisha, L., Kaase-Bwanga, E., Onyuth, H., & Ocaido, M. (2019). Effect of climate variability on gender roles among communities surrounding Lake Mburo National Park, Uganda. Emerald Open Research, 1, 7. https://doi.org/10.12688/emeraldopenres.12953.2
  50. Nasrnia, F., & Ashktorab, N. (2021). Sustainable livelihood framework-based assessment of drought resilience patterns of rural households of Bakhtegan basin, Iran. Ecological Indicators, 128, 107817. https://doi.org/10.1016/j.ecolind.2021.107817
  51. Nyiwul, L. (2021). Climate change adaptation and inequality in Africa: Case of water, energy and food insecurity. Journal of cleaner production, 278, 123393. https://doi.org/10.1016/j.jclepro.2020.123393
  52. Pagnani, T., Gotor, E., & Caracciolo, F. (2021). Adaptive strategies enhance smallholders’ livelihood resilience in Bihar, India. Food Security, 13, 419-437. https://link.springer.com/article/10.1007/s12571-020-01110-2 
  53. Pandey, R., Jha, S. K., Alatalo, J. M., Archie, K. M., & Gupta, A. K. (2017). Sustainable livelihood framework-based indicators for assessing climate change vulnerability and adaptation for Himalayan communities. Ecological Indicators, 79, 338-346. https://doi.org/10.1016/j.ecolind.2017.03.047
  54. Pelletier, B., Hickey, G. M., Bothi, K. L., & Mude, A. (2016). Linking rural livelihood resilience and food security: an international challenge. Food Security, 8, 469-476. https://link.springer.com/ article/10.1007/ s12571-016-0576-8
  55. Poudel, S., Funakawa, S., Shinjo, H., & Mishra, B. (2020). Understanding households’ livelihood vulnerability to climate change in the Lamjung district of Nepal. Environment, Development and Sustainability, 22, 8159-8182. https://link.springer.com/article/10.1007/s10668-019-00566-3 
  56. Priyadarshi, S., Ojha, S., & Sharma, A. (2019). An Assessment of Vulnerability of Fishers' Livelihood to Climate Change in Coastal Odisha, India. Current World Environment, 14(1), 60. http://dx.doi.org/10.12944/CWE.14.1.08
  57. Quandt, A. (2018). Measuring livelihood resilience: The household livelihood resilience approach (HLRA). World Development, 107, 253-263. https://doi.org/10.1016/j.worlddev.2018.02.024
  58. Quandt, A., Neufeldt, H., & McCabe, J. T. (2017). The role of agroforestry in building livelihood resilience to floods and drought in semiarid Kenya. Ecology and Society, 22(3). https://www.jstor.org/ stable/26270151
  59. Quandt, A., Neufeldt, H., & McCabe, J. T. (2019). Building livelihood resilience: what role does agroforestry play? Climate and Development, 11(6), 485-500. https://doi.org/10.1080/ 2018. 1447903
  60. Regional Water Company of Khorasan Razavi. (2018) [In Persian]
  61. Regional Water Company of Khorasan Razavi. (2023) [In Persian]
  62. Riahi, V., & Pashazadeh, A. (2014). Economic and social impacts of drought on rural areas in Germi (Case study: Rural district of Azadlu). Journal of Studies of Human Settlements Planning, 8(25), 17-37. [In Persian] https://sanad.iau.ir/journal/jshsp/Article/513799?jid=513799
  63. Sadeghlo, T., & Khirabadi, H. (2020). Analysis of the effects of drought on the resilience of rural livelihoods (Study Area: Barakouh, Mazhan, and Khosf rural districts of Khosf County). Journal of Great Khorasan, 10(37), 104-187. [In Persian] https://jgk.imamreza.ac.ir/article_137951.html
  64. Sahneh, B., & Sadin, H. (2022). Mining Businesses' Role in Improving Sustainable Livelihoods of Rural Households in Azadshahr County. Geography, 19(71), 89-107. [In Persian] https://mag.iga.ir/article_248859.html
  65. Sarker, M. N. I., Cao, Q., Wu, M., Hossin, M., Alam, G. M., & Shouse, R. C. (2019). Vulnerability and livelihood resilience in the face of natural disaster: a critical conceptual. Ecol. Environ. Res, 17, 12769-12785. http://dx.doi.org/10.15666/aeer/1706_1276912785 
  66. Sarker, M. N. I., Wu, M., Alam, G. M., & Shouse, R. C. (2020). Livelihood resilience of riverine island dwellers in the face of natural disasters: Empirical evidence from Bangladesh: Elsevier. https://doi.org/10.1016/j.landusepol.2020.104599 
  67. Saxena, A., Guneralp, B., Bailis, R., Yohe, G., & Oliver, C. (2016). Evaluating the resilience of forest-dependent communities in Central India by combining the sustainable livelihoods framework and the cross-scale resilience analysis. Current Science, 1195-1207. https://www.jstor.org/stable/24908009 
  68. Seyed Akhlaghi Shal, S. J. (2019). Rural Resilience Assessment in Hablehrood Basin With an emphasis on drought. (Degree of Ph.D.), Payame Noor University. [In Persian]
  69. Shaffril, H. A. M., Krauss, S. E., & Samsuddin, S. F. (2018). A systematic review on Asian farmers' adaptation practices towards climate change. Science of the total Environment, 644, 683-695. https://doi.org/10.1016/j.scitotenv.2018.06.349
  70. Shah, K. U., Dulal, H. B., Johnson, C., & Baptiste, A. (2013). Understanding livelihood vulnerability to climate change: Applying the livelihood vulnerability index in Trinidad and Tobago. Geoforum, 47, 125-137. https://doi.org/10.1016/j.geoforum.2013.04.004  
  71. Shahraki, M. R., Abedi Sarvestani, A., & Lotfi, A. (2021). Awareness of villagers about the occurrence of signs of climate change and its relationship with sustainable livelihoods of local communities (Case study: Oghan Watershed in Golestan province). Iranian Journal of Range and Desert Research, 28(1), 138-150. [In Persian] doi:10.22092/ijrdr.2021.123883
  72. Shahraki, M. R., Abedi Sarvestani, A., & Lotfi, A. (2022). Livelihood vulnerability of villagers to climate change: the case of Oghan Watershed in Golestan Province. Watershed Engineering and Management, 14(1), 89-101. [In Persian] doi:10.22092/ijwmse.2021.354072.1889
  73. Shakoori, A., & Bahrami, S. (2014). A Study of the Rural Tourism Impact on Poverty Reduction Using a Sustainable Livelihood Perspective (Villages of Glaehnou and Galin in Rey County). Community Development (Rural and Urban Communities), 6(1), 1-24. [In Persian] doi:10.22059/jrd.2014.52069
  74. Sharafi, Z., Nooripour, M., & Karamidehkordi, E. (2018). Assessing Livelihood Capitals and their Sustainability in Rural Households (the Case of the Central District of Dena County). Iranian Agricultural Extension and Education Journal, 13(2), 51-70. [In Persian] https://www.cabdirect.org/cabdirect/abstract/20193131734 
  75. Shekari, F., Ziaee, M., Faghihi, A., & Jomehpour, M. (2022). Nomadic livelihood resilience through tourism. Annals of Tourism Research Empirical Insights, 3(1), 100034. https://doi.org/10.1016/ annale.2022.100034
  76. Sina, D., Chang-Richards, A. Y., Wilkinson, S., & Potangaroa, R. (2019). A conceptual framework for measuring livelihood resilience: Relocation experience from Aceh, Indonesia. World Development, 117, 253-265. https://doi.org/10.1016/j.worlddev.2019.01.003 
  77. Sojasi Ghidari, H., Sadeqlu, T., & Shakourifard, E. (2016). Measuring the Livelihood Properties in Rural Areas Using a Sustainable Livelihood Approach (Case Study: Rural Areas of Taybad County). Journal of Research and Rural Planning, 5(1), 197-215. [In Persian] doi:10.22067/jrrp.v5i1.48257
  78. Statistical Center of Iran. (2016), Statistical yearbook, Khorasan Razavi Province, Tehran. [In Persian] https://www.amar.org.ir 
  79. Stoutenborough, J. W., & Vedlitz, A. (2014). The effect of perceived and assessed knowledge of climate change on public policy concerns: An empirical comparison. Environmental Science & Policy, 37, 23-33. https://doi.org/10.1016/j.envsci.2013.08.002 
  80. Timalsina, K. P. (2007). Rural-Urban Migration and Livelihood in the informal sector. Master of Philosophy Thesis in Development Studies, Faculty of Social Science and technology management. Norwegian University of Science and Technology. Website: www.divaportal.org/diva/getDocument.
  81. Venot, J.-P., Reddy, V. R., & Umapathy, D. (2010). Coping with drought in irrigated South India: Farmers’ adjustments in Nagarjuna Sagar. Agricultural Water Management, 97(10), 1434-1442. https://doi.org/10.1016/j.agwat.2010.04.009 
  82. Wang, N., Gao, Y., Wang, Y., & Li, X. (2016). Adoption of eco-friendly soil-management practices by smallholder farmers in Shandong Province of China. Soil Science and Plant Nutrition, 62(2), 185-193. https://doi.org/10.1080/00380768.2016.1149779 
  83. Wang, Y., Zhang, Q., Li, Q., Wang, J., Sannigrahi, S., Bilsborrow, R., . . . Song, C. (2021). Role of social networks in building household livelihood resilience under Payments for ecosystem services programs in a poor rural community in China. Journal of Rural Studies, 86, 208-225. https://doi.org/10.1016/ jrurstud.2021.05.017
  84. Wei, J., Hansen, A., Zhang, Y., Li, H., Liu, Q., Sun, Y., & Bi, P. (2014). Perception, attitude, and behavior in relation to climate change: a survey among CDC health professionals in Shanxi province, China. Environmental Research, 134, 301-308. https://doi.org/10.1016/j.envres.2014.08.006
  85. Zacarias, D. A. (2018). Understanding community vulnerability to climate change and variability at a coastal municipality in southern Mozambique. International Journal of Climate Change Strategies and Management. https://doi.org/10.1108/IJCCSM-07-2017-0145 
  86. Zareian, M. J., & Eslamian, S. (2019). Using of optimization strategy for reducing water scarcity in the face of climate change. Climate Change-Resilient Agriculture and Agroforestry: Ecosystem Services and Sustainability, 317-331. https://link.springer.com/chapter/10.1007/978-3-319-75004-0_18 
  87. Zhang, C., & Fang, Y. (2020). Application of capital-based approach in the measurement of livelihood sustainability: A case study from the Koshi River basin community in Nepal. Ecological Indicators, 116, 106474. https://doi.org/10.1016/j.ecolind.2020.106474
  88. Zhao, Z., Wang, G., Chen, J., Wang, J., & Zhang, Y. (2019). Assessment of climate change adaptation measures on the income of herders in a pastoral region. Journal of cleaner production, 208, 728-735. https://doi.org/10.1016/j.jclepro.2018.10.088 
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  • Receive Date: 26 August 2023
  • Revise Date: 23 September 2023
  • Accept Date: 30 November 2023

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