Farmers’ Perception of Climate Change and Its Impacts on Agriculture
Abstract
:1. Introduction
2. Study Area, Materials, and Methods
2.1. Study Area
2.2. Meteorological Observations
2.3. Assessment of Farmers’ Perceptions
3. Results
3.1. Temperature and Precipitation Observation
3.2. Farmers’ Perception of Change in Temperature and Precipitation
3.3. Farmers’ Perception of Climate Change Impacts on Agriculture
3.3.1. Farmers’ Perception of Climate Change Impacts on Trends of Hazards’ Incidences
3.3.2. Farmers’ Perception of Climate Change Impacts on Agricultural Production
3.3.3. Adoption of Coping and Adaptation Strategies
3.4. Comparison between Perceptions and Observed Climatic Trends
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
References
- IPCC. Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. 2021. in press. Available online: https://www.ipcc.ch/report/sixth-assessment-report-working-group-i/ (accessed on 15 March 2022).
- Chen, S.; Chen, X.; Xu, J. Impacts of Climate Change on Agriculture: Evidence from China. J. Environ. Econ. Manag. 2016, 76, 105–124. [Google Scholar] [CrossRef]
- Iadanza, C.; Trigila, A.; Napolitano, F. Identification and Characterization of Rainfall Events Responsible for Triggering of Debris Flows and Shallow Landslides. J. Hydrol. 2016, 541, 230–245. [Google Scholar] [CrossRef]
- Li, M.-F.; Luo, W.; Li, H.; Liu, E.; Li, Y. Daily Extreme Precipitation Indices and Their Impacts on Rice Yield—A Case Study over the Tropical Island in China. Theor. Appl. Climatol. 2018, 132, 503–513. [Google Scholar] [CrossRef]
- Tan, M.L.; Gassman, P.W.; Yang, X.; Haywood, J. A Review of SWAT Applications, Performance and Future Needs for Simulation of Hydro-Climatic Extremes. Adv. Water Resour. 2020, 143, 103662. [Google Scholar] [CrossRef]
- AghaKouchak, A.; Chiang, F.; Huning, L.S.; Love, C.A.; Mallakpour, I.; Mazdiyasni, O.; Moftakhari, H.; Papalexiou, S.M.; Ragno, E.; Sadegh, M. Climate Extremes and Compound Hazards in a Warming World. Annu. Rev. Earth Planet. Sci. 2020, 48, 519–548. [Google Scholar] [CrossRef] [Green Version]
- Pradhan, P.; Seydewitz, T.; Zhou, B.; Lüdeke, M.K.B.; Kropp, J.P. Climate Extremes Are Becoming More Frequent, Co-Occurring, and Persistent in Europe. Anthr. Sci. 2022, 1, 264–277. [Google Scholar] [CrossRef]
- Forzieri, G.; Feyen, L.; Russo, S.; Vousdoukas, M.; Alfieri, L.; Outten, S.; Migliavacca, M.; Bianchi, A.; Rojas, R.; Cid, A. Multi-Hazard Assessment in Europe under Climate Change. Clim. Change 2016, 137, 105–119. [Google Scholar] [CrossRef] [Green Version]
- Sullivan, A.; White, D.D. An Assessment of Public Perceptions of Climate Change Risk in Three Western, U.S. Cities. Weather Clim. Soc. 2019, 11, 449–463. [Google Scholar] [CrossRef]
- Elum, Z.A.; Modise, D.M.; Marr, A. Farmer’s Perception of Climate Change and Responsive Strategies in Three Selected Provinces of South Africa. Clim. Risk Manag. 2017, 16, 246–257. [Google Scholar] [CrossRef]
- Hansen, J.; Sato, M.; Ruedy, R. Perception of Climate Change. Proc. Natl. Acad. Sci. USA 2012, 109, E2415–E2423. [Google Scholar] [CrossRef] [PubMed]
- Smith, R.-A. Risk Perception and Adaptive Responses to Climate Change and Climatic Variability in Northeastern St. Vincent. J. Environ. Stud. Sci. 2018, 8, 73–85. [Google Scholar] [CrossRef]
- Hamal, R.; Thakuri, B.M.; Poudel, K.R.; Gurung, A.; Yun, S.J. Farmers’ Perceptions of Climate Change in Lower Mustang, Nepal. Environ. Monit. Assess. 2022, 194, 606. [Google Scholar] [CrossRef]
- Ogra, M.; Manral, U.; Platt, R.V.; Badola, R.; Butcher, L. Local Perceptions of Change in Climate and Agroecosystems in the Indian Himalayas: A Case Study of the Kedarnath Wildlife Sanctuary (KWS) Landscape, India. Appl. Geogr. 2020, 125, 102339. [Google Scholar] [CrossRef]
- Chapagain, D.; Dhaubanjar, S.; Bharati, L. Unpacking Future Climate Extremes and Their Sectoral Implications in Western Nepal. Clim. Change 2021, 168, 8. [Google Scholar] [CrossRef]
- Nesheim, I.; Barkved, L.; Bharti, N. What Is the Role of Agro-Met Information Services in Farmer Decision-Making? Uptake and Decision-Making Context among Farmers within Three Case Study Villages in Maharashtra, India. Agriculture 2017, 7, 70. [Google Scholar] [CrossRef] [Green Version]
- Dinku, T. Challenges with Availability and Quality of Climate Data in Africa. In Extreme Hydrology and Climate Variability; Elsevier: Amsterdam, The Netherlands, 2019; pp. 71–80. ISBN 978-0-12-815998-9. [Google Scholar]
- Karki, R.; ul Hasson, S.; Schickhoff, U.; Scholten, T.; Böhner, J. Rising Precipitation Extremes across Nepal. Climate 2017, 5, 4. [Google Scholar] [CrossRef] [Green Version]
- Talchabhadel, R.; Karki, R.; Parajuli, B. Intercomparison of Precipitation Measured between Automatic and Manual Precipitation Gauge in Nepal. Measurement 2017, 106, 264–273. [Google Scholar] [CrossRef]
- Devkota, R.P.; Pandey, V.P.; Bhattarai, U.; Shrestha, H.; Adhikari, S.; Dulal, K.N. Climate Change and Adaptation Strategies in Budhi Gandaki River Basin, Nepal: A Perception-Based Analysis. Clim. Change 2017, 140, 195–208. [Google Scholar] [CrossRef]
- McNamara, K.E.; Westoby, R. Local Knowledge and Climate Change Adaptation on Erub Island, Torres Strait. Local Environ. 2011, 16, 887–901. [Google Scholar] [CrossRef]
- Negi, V.S.; Maikhuri, R.K.; Pharswan, D.; Thakur, S.; Dhyani, P.P. Climate Change Impact in the Western Himalaya: People’s Perception and Adaptive Strategies. J. Mt. Sci. 2017, 14, 403–416. [Google Scholar] [CrossRef]
- Limantol, A.M.; Keith, B.E.; Azabre, B.A.; Lennartz, B. Farmers’ Perception and Adaptation Practice to Climate Variability and Change: A Case Study of the Vea Catchment in Ghana. SpringerPlus 2016, 5, 830. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- King, D.N.T.; Skipper, A.; Tawhai, W.B. Māori Environmental Knowledge of Local Weather and Climate Change in Aotearoa—New Zealand. Clim. Change 2008, 90, 385–409. [Google Scholar] [CrossRef] [Green Version]
- Zvobgo, L.; Johnston, P.; Williams, P.A.; Trisos, C.H.; Simpson, N.P. Global Adaptation Mapping Initiative Team The Role of Indigenous Knowledge and Local Knowledge in Water Sector Adaptation to Climate Change in Africa: A Structured Assessment. Sustain. Sci. 2022, 17, 2077–2092. [Google Scholar] [CrossRef]
- IFRC. World Disasters Report: Focus on Culture and Risk. 2014. Available online: https://reliefweb.int/report/world/world-disasters-report-2014-focus-culture-and-risk (accessed on 15 March 2021).
- Mkonda, M.Y.; He, X.; Festin, E.S. Comparing Smallholder Farmers’ Perception of Climate Change with Meteorological Data: Experience from Seven Agroecological Zones of Tanzania. Weather Clim. Soc. 2018, 10, 435–452. [Google Scholar] [CrossRef] [Green Version]
- Rankoana, S.A. Human Perception of Climate Change: Human Perception of Climate Change. Weather 2018, 73, 367–370. [Google Scholar] [CrossRef] [Green Version]
- Bhattacharjee, A.; Anadón, J.; Lohman, D.; Doleck, T.; Lakhankar, T.; Shrestha, B.; Thapa, P.; Devkota, D.; Tiwari, S.; Jha, A.; et al. The Impact of Climate Change on Biodiversity in Nepal: Current Knowledge, Lacunae, and Opportunities. Climate 2017, 5, 80. [Google Scholar] [CrossRef] [Green Version]
- Pandey, C.L. The Impact of Climate Change on Agriculture and Adaptation in Nepal. Agribus. Inf. Manag. 2012, 4, 13–23. [Google Scholar]
- Wheeler, T.; von Braun, J. Climate Change Impacts on Global Food Security. Science 2013, 341, 508–513. [Google Scholar] [CrossRef] [PubMed]
- Devkota, R.P. Climate Change: Trends and People’s Perception in Nepal. J. Environ. Prot. 2014, 05, 255–265. [Google Scholar] [CrossRef] [Green Version]
- Gebreegziabher, Z.; Stage, J.; Mekonnen, A.; Alemu, A. Climate Change and the Ethiopian Economy: A CGE Analysis. Environ. Dev. Econ. 2016, 21, 205–225. [Google Scholar] [CrossRef] [Green Version]
- Bista, D.; Amgain, L.; Shrestha, S. Food Security Scenario, Challenges, and Agronomic Research Directions of Nepal. Agron. J. Nepal 2013, 3, 42–52. [Google Scholar] [CrossRef]
- Dahal, P.; Shrestha, N.S.; Shrestha, M.L.; Krakauer, N.Y.; Panthi, J.; Pradhanang, S.M.; Jha, A.; Lakhankar, T. Drought Risk Assessment in Central Nepal: Temporal and Spatial Analysis. Nat. Hazards 2016, 80, 1913–1932. [Google Scholar] [CrossRef] [Green Version]
- Khatri, N.R. Climate-Change Refugees in Nepal: The Need for Climate-Smart Capacity Building. In Climate Change and Disaster Risk Management; Leal Filho, W., Ed.; Climate Change Management; Springer Berlin Heidelberg: Berlin/Heidelberg, Germany, 2013; pp. 351–357. ISBN 978-3-642-31109-3. [Google Scholar]
- NPC Nepal Flood 2017: Post Flood Recovery Needs Assessment. 2017. Available online: https://www.npc.gov.np/images/category/PFRNA_Report_Final.pdf (accessed on 15 March 2021).
- Dahal, P.; Shrestha, M.L.; Panthi, J.; Pradhananga, D. Modeling the Future Impacts of Climate Change on Water Availability in the Karnali River Basin of Nepal Himalaya. Environ. Res. 2020, 185, 109430. [Google Scholar] [CrossRef] [PubMed]
- Zhang, P.; Zhang, J.; Chen, M. Economic Impacts of Climate Change on Agriculture: The Importance of Additional Climatic Variables Other than Temperature and Precipitation. J. Environ. Econ. Manag. 2017, 83, 8–31. [Google Scholar] [CrossRef]
- Miller, J.D.; Immerzeel, W.W.; Rees, G. Climate Change Impacts on Glacier Hydrology and River Discharge in the Hindu Kush–Himalayas: A Synthesis of the Scientific Basis. Mt. Res. Dev. 2012, 32, 461–467. [Google Scholar] [CrossRef] [Green Version]
- Shrestha, U.B.; Shrestha, A.M.; Aryal, S.; Shrestha, S.; Gautam, M.S.; Ojha, H. Climate Change in Nepal: A Comprehensive Analysis of Instrumental Data and People’s Perceptions. Clim. Change 2019, 154, 315–334. [Google Scholar] [CrossRef]
- Luitel, D.R.; Siwakoti, M.; Jha, P.K. Climate Change and Finger Millet: Perception, Trend and Impact on Yield in Different Ecological Regions in Central Nepal. J. Mt. Sci. 2019, 16, 821–835. [Google Scholar] [CrossRef]
- Dawadi, B.; Shrestha, A.; Acharya, R.H.; Dhital, Y.P.; Devkota, R. Impact of Climate Change on Agricultural Production: A Case of Rasuwa District, Nepal. Reg. Sustain. 2022, 3, 122–132. [Google Scholar] [CrossRef]
- Budhathoki, N.K.; Zander, K.K. Nepalese Farmers’ Climate Change Perceptions, Reality and Farming Strategies. Clim. Dev. 2020, 12, 204–215. [Google Scholar] [CrossRef]
- Muench, S.; Bavorova, M.; Pradhan, P. Climate Change Adaptation by Smallholder Tea Farmers: A Case Study of Nepal. Environ. Sci. Policy 2021, 116, 136–146. [Google Scholar] [CrossRef]
- Marin, A. Riders under Storms: Contributions of Nomadic Herders’ Observations to Analysing Climate Change in Mongolia. Glob. Environ. Change 2010, 20, 162–176. [Google Scholar] [CrossRef]
- Ndamani, F.; Watanabe, T. Farmers’ Perceptions about Adaptation Practices to Climate Change and Barriers to Adaptation: A Micro-Level Study in Ghana. Water 2015, 7, 4593–4604. [Google Scholar] [CrossRef] [Green Version]
- Rehman, S.; Azhoni, A.; Chabbi, P.H. Livelihood Vulnerability Assessment and Climate Change Perception Analysis in Arunachal Pradesh, India. GeoJournal 2022. [Google Scholar] [CrossRef]
- Simelton, E.; Quinn, C.H.; Batisani, N.; Dougill, A.J.; Dyer, J.C.; Fraser, E.D.G.; Mkwambisi, D.; Sallu, S.; Stringer, L.C. Is Rainfall Really Changing? Farmers’ Perceptions, Meteorological Data, and Policy Implications. Clim. Dev. 2013, 5, 123–138. [Google Scholar] [CrossRef]
- Sujakhu, N.M.; Ranjitkar, S.; Niraula, R.R.; Pokharel, B.K.; Schmidt-Vogt, D.; Xu, J. Farmers’ Perceptions of and Adaptations to Changing Climate in the Melamchi Valley of Nepal. Mt. Res. Dev. 2016, 36, 15–30. [Google Scholar] [CrossRef] [Green Version]
- MOE. National Adaptation Programme of Action (NAPA) to Climate Change. 2010. Available online: https://unfccc.int/resource/docs/napa/tls01.pdf (accessed on 15 March 2021).
- Global Data Lab. Subnational Human Development Index. 2018. Available online: https://globaldatalab.org/shdi/2018/indices/NPL/?levels=1%2B4&interpolation=0&extrapolation=0&nearest_real=0 (accessed on 15 March 2021).
- Pangeni, R. Per Capita Income Highest in Province 3, Lowest in 7. 2018. Available online: https://myrepublica.nagariknetwork.com/news/per-capita-income-highest-in-province-3-lowest-in-7/ (accessed on 15 March 2021).
- CBS. Report on the Nepal Labour Force Survey 2017/18. 2019. Available online: https://nepalindata.com/media/resources/items/20/bNLFS-III_Final-Report.pdf (accessed on 15 March 2021).
- Campbell, S.; Greenwood, M.; Prior, S.; Shearer, T.; Walkem, K.; Young, S.; Bywaters, D.; Walker, K. Purposive Sampling: Complex or Simple? Research Case Examples. J. Res. Nurs. 2020, 25, 652–661. [Google Scholar] [CrossRef]
- Nichols, P. Social Survey Methods: A Fieldguide for Development Workers; Oxfam GB; Practical Action Publishing: Warwickshire, UK, 1991. [Google Scholar]
- DDRC. Baitadi Baitadi Disaster Preparedness and Response Plan; UNFPA: Kathmandu, Nepal, 2016. [Google Scholar]
- DDRC. Dadeldhura Dadeldhura Disaster Preparedness and Response Plan; UNFPA: Kathmandu, Nepal, 2016. [Google Scholar]
- DDRC. Kailali Kailali Disaster Preparedness and Response Plan; UNFPA: Kathmandu, Nepal, 2016. [Google Scholar]
- DDRC. Kanchanpur Kanchanpur Disaster Preparedness and Response Plan; UNFPA: Kathmandu, Nepal, 2016. [Google Scholar]
- Mann, H.B. Nonparametric Tests Against Trend. Econometrica 1945, 13, 245. [Google Scholar] [CrossRef]
- Kendall, M. Rank Correlation Methods; Charles Griffin: London, UK, 1975; p. 202. [Google Scholar]
- Sen, P.K. Estimates of the Regression Coefficient Based on Kendall’s Tau. J. Am. Stat. Assoc. 1968, 63, 1379–1389. [Google Scholar] [CrossRef]
- Theil, H. A Rank-Invariant Method of Linear and Polynomial Regression Analysis. In Henri Theil’s Contributions to Economics and Econometrics; Advanced Studies in Theoretical and Applied, Econometrics; Raj, B., Koerts, J., Eds.; Springer: Dordrecht, The Netherlands, 1992; Volume 23, pp. 345–381. ISBN 978-94-010-5124-8. [Google Scholar]
- Arkin, H.; Colton, R.R. Tables for Statisticians; Barnes & Noble Books: New York, NY, USA, 1951. [Google Scholar]
- Karki, R.; Talchabhadel, R.; Aalto, J.; Baidya, S.K. New Climatic Classification of Nepal. Theor. Appl. Climatol. 2016, 125, 799–808. [Google Scholar] [CrossRef]
- Adhikari, B.R.; Tian, B. Spatiotemporal Distribution of Landslides in Nepal. In Handbook of Disaster Risk Reduction for Resilience; Eslamian, S., Eslamian, F., Eds.; Springer International Publishing: Cham, Switzerland, 2021; pp. 453–471. ISBN 978-3-030-61277-1. [Google Scholar]
- Petley, D. Global Patterns of Loss of Life from Landslides. Geology 2012, 40, 927–930. [Google Scholar] [CrossRef]
- Manandhar, S.; Pandey, V.; Kazama, F. Hydro-Climatic Trends and People’s Perceptions: Case of Kali Gandaki River Basin, Nepal. Clim. Res. 2012, 54, 167–179. [Google Scholar] [CrossRef]
- Shrestha, M.L. Interannual Variation of Summer Monsoon Rainfall over Nepal and Its Relation to Southern Oscillation Index. Meteorol. Atmospheric Phys. 2000, 75, 21–28. [Google Scholar] [CrossRef]
- Talchabhadel, R.; Karki, R.; Thapa, B.R.; Maharjan, M.; Parajuli, B. Spatio-Temporal Variability of Extreme Precipitation in Nepal. Int. J. Climatol. 2018, 38, 4296–4313. [Google Scholar] [CrossRef]
- Rayamajhee, V.; Guo, W.; Bohara, A.K. The Impact of Climate Change on Rice Production in Nepal. Econ. Disasters Clim. Chang. 2021, 5, 111–134. [Google Scholar] [CrossRef]
- McAdoo, B.G.; Quak, M.; Gnyawali, K.R.; Adhikari, B.R.; Devkota, S.; Rajbhandari, P.L.; Sudmeier-Rieux, K. Roads and Landslides in Nepal: How Development Affects Environmental Risk. Nat. Hazards Earth Syst. Sci. 2018, 18, 3203–3210. [Google Scholar] [CrossRef] [Green Version]
- Byg, A.; Salick, J. Local Perspectives on a Global Phenomenon—Climate Change in Eastern Tibetan Villages. Glob. Environ. Chang. 2009, 19, 156–166. [Google Scholar] [CrossRef]
- Niles, M.T.; Mueller, N.D. Farmer Perceptions of Climate Change: Associations with Observed Temperature and Precipitation Trends, Irrigation, and Climate Beliefs. Glob. Environ. Change 2016, 39, 133–142. [Google Scholar] [CrossRef] [Green Version]
- Stähli, M.; Sättele, M.; Huggel, C.; McArdell, B.W.; Lehmann, P.; Van Herwijnen, A.; Berne, A.; Schleiss, M.; Ferrari, A.; Kos, A.; et al. Monitoring and Prediction in Early Warning Systems for Rapid Mass Movements. Nat. Hazards Earth Syst. Sci. 2015, 15, 905–917. [Google Scholar] [CrossRef] [Green Version]
- Lujala, P.; Lein, H.; Rød, J.K. Climate Change, Natural Hazards, and Risk Perception: The Role of Proximity and Personal Experience. Local Environ. 2015, 20, 489–509. [Google Scholar] [CrossRef] [Green Version]
- Foguesatto, C.R.; Artuzo, F.D.; Talamini, E.; Machado, J.A.D. Understanding the Divergences between Farmer’s Perception and Meteorological Records Regarding Climate Change: A Review. Environ. Dev. Sustain. 2020, 22, 1–16. [Google Scholar] [CrossRef]
- Pandey, R. Farmers’ Perception on Agro-Ecological Implications of Climate Change in the Middle-Mountains of Nepal: A Case of Lumle Village, Kaski. Environ. Dev. Sustain. 2019, 21, 221–247. [Google Scholar] [CrossRef]
- Rakhal, B.; Sharma, S.; Ghimire, G.; Adhikari, T.; Shrestha, R. Nepal’s Communities Brace for Multihazard Risks. Eos 2021, 102, 1–11. [Google Scholar] [CrossRef]
- Chaudhary, B.R.; Acciaioli, G.; Erskine, W.; Chaudhary, P. Responses of the Tharu to Climate Change-Related Hazards in the Water Sector: Indigenous Perceptions, Vulnerability and Adaptations in the Western Tarai of Nepal. Clim. Dev. 2021, 13, 816–829. [Google Scholar] [CrossRef]
- Dhungana, N.; Silwal, N.; Upadhaya, S.; Khadka, C.; Regmi, S.K.; Joshi, D.; Adhikari, S. Rural Coping and Adaptation Strategies for Climate Change by Himalayan Communities in Nepal. J. Mt. Sci. 2020, 17, 1462–1474. [Google Scholar] [CrossRef]
- Sudmeier-Rieux, K.; McAdoo, B.G.; Devkota, S.; Rajbhandari, P.C.L.; Howell, J.; Sharma, S. Invited Perspectives: Mountain Roads in Nepal at a New Crossroads. Nat. Hazards Earth Syst. Sci. 2019, 19, 655–660. [Google Scholar] [CrossRef] [Green Version]
- Thakur, S.B.; Bajagain, A. Impacts of Climate Change on Livelihood and Its Adaptation Needs. J. Agric. Environ. 2019, 20, 173–185. [Google Scholar] [CrossRef]
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Shrestha, R.; Rakhal, B.; Adhikari, T.R.; Ghimire, G.R.; Talchabhadel, R.; Tamang, D.; KC, R.; Sharma, S. Farmers’ Perception of Climate Change and Its Impacts on Agriculture. Hydrology 2022, 9, 212. https://doi.org/10.3390/hydrology9120212
Shrestha R, Rakhal B, Adhikari TR, Ghimire GR, Talchabhadel R, Tamang D, KC R, Sharma S. Farmers’ Perception of Climate Change and Its Impacts on Agriculture. Hydrology. 2022; 9(12):212. https://doi.org/10.3390/hydrology9120212
Chicago/Turabian StyleShrestha, Ramesh, Biplob Rakhal, Tirtha Raj Adhikari, Ganesh Raj Ghimire, Rocky Talchabhadel, Dinee Tamang, Radhika KC, and Sanjib Sharma. 2022. "Farmers’ Perception of Climate Change and Its Impacts on Agriculture" Hydrology 9, no. 12: 212. https://doi.org/10.3390/hydrology9120212
APA StyleShrestha, R., Rakhal, B., Adhikari, T. R., Ghimire, G. R., Talchabhadel, R., Tamang, D., KC, R., & Sharma, S. (2022). Farmers’ Perception of Climate Change and Its Impacts on Agriculture. Hydrology, 9(12), 212. https://doi.org/10.3390/hydrology9120212