Regional Sustainability ›› 2022, Vol. 3 ›› Issue (2): 122-132.doi: 10.1016/j.regsus.2022.07.002cstr: 32279.14.j.regsus.2022.07.002
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Binod DAWADIa,b,*(
), Anjula SHRESTHAc, Ram Hari ACHARYAd, Yam Prasad DHITALe, Rohini DEVKOTAf,g
Received:2021-12-28
Revised:2022-06-20
Accepted:2022-07-08
Published:2022-06-30
Online:2022-09-19
Contact:
*E-mail address: Binod DAWADI, Anjula SHRESTHA, Ram Hari ACHARYA, Yam Prasad DHITAL, Rohini DEVKOTA. Impact of climate change on agricultural production: A case of Rasuwa District, Nepal[J]. Regional Sustainability, 2022, 3(2): 122-132.
Table 1
Mann-Kendall trend test and Sen’s slope estimation statistics of precipitation (1980-2014), temperature (1990-2014), and agricultural production (1990-2014)"
| Variable | Season | Sen’s slope | Kendall’s tau | Kendall’ P-value | Auto- correlation | Linear trend | Intercept | Mean | SD |
|---|---|---|---|---|---|---|---|---|---|
| P | Winter | -4.89 | -0.29 | 0.03 | 0.09 | -5.90 | 179.01 | 121.70 | 104.47 |
| P | Pre-monsoon | -3.30 | -0.10 | 0.49 | 0.35 | -5.28 | 268.10 | 245.84 | 139.96 |
| P | Monsoon | 19.89 | 0.32 | 0.02 | -0.17 | 22.19 | 1156.25 | 1509.78 | 431.39 |
| P | Post-monsoon | -4.71 | -0.31 | 0.03 | 0.06 | -5.72 | 160.08 | 111.19 | 91.31 |
| P | Annual | 7.44 | 0.16 | 0.22 | -0.16 | 6.39 | 1831.43 | 1985.38 | 436.96 |
| Tmax | Winter | -0.14 | -0.09 | 0.62 | 0.29 | -0.06 | 17.77 | 14.55 | 1.74 |
| Tmin | Winter | -0.05 | 0.11 | 0.53 | 0.35 | -0.11 | 4.22 | 3.70 | 1.52 |
| DTR | Winter | -0.04 | -0.24 | 0.16 | 0.65 | 0.03 | 11.62 | 10.85 | 2.01 |
| Tavg | Winter | -0.08 | -0.19 | 0.26 | 0.05 | -0.09 | 10.85 | 9.32 | 1.35 |
| Tmax | Pre-monsoon | 0.01 | -0.06 | 0.74 | -0.06 | 0.03 | 21.47 | 21.75 | 1.22 |
| Tmin | Pre-monsoon | 0.01 | 0.06 | 0.74 | -0.14 | 0.04 | 10.68 | 10.62 | 1.60 |
| DTR | Pre-monsoon | 0.01 | -0.14 | 0.38 | -0.18 | -0.01 | 10.86 | 11.10 | 1.61 |
| Tavg | Pre-monsoon | 0.03 | 0.03 | 0.83 | -0.07 | 0.03 | 15.56 | 16.18 | 1.18 |
| Tmax | Monsoon | 0.07 | 0.29 | 0.08 | 0.21 | 0.07 | 22.47 | 23.97 | 0.75 |
| Tmin | Monsoon | 0.00 | 0.018 | 0.94 | 0.31 | -0.01 | 15.85 | 15.78 | 0.63 |
| DTR | Monsoon | 0.08 | 0.17 | 0.33 | 0.15 | 0.08 | 6.60 | 8.19 | 0.95 |
| Tavg | Monsoon | 0.03 | 0.25 | 0.14 | 0.34 | 0.03 | 19.24 | 19.87 | 0.51 |
| Tmax | Post-monsoon | -0.02 | -0.15 | 0.38 | 0.09 | 0.02 | 19.75 | 19.61 | 1.37 |
| Tmin | Post-monsoon | -0.01 | -0.02 | 0.92 | 0.05 | -0.01 | 9.81 | 9.60 | 0.76 |
| DTR | Post-monsoon | 0.01 | -0.09 | 0.58 | 0.19 | 0.03 | 9.29 | 10.01 | 1.87 |
| Tavg | Post-monsoon | -0.01 | -0.09 | 0.58 | -0.23 | 0.00 | 14.59 | 14.61 | 0.59 |
| Tmax | Annual | 0.01 | 0.02 | 0.92 | 0.20 | 0.02 | 19.78 | 20.17 | 0.99 |
| Tmin | Annual | -0.04 | -0.21 | 0.21 | 0.08 | -0.05 | 11.17 | 10.52 | 0.77 |
| Tavg | Annual | -0.01 | 0.00 | 1.00 | -0.16 | -0.01 | 15.59 | 15.36 | 0.64 |
| DTR | Annual | 0.06 | 0.00 | 1.00 | 0.55 | 0.07 | 8.21 | 9.66 | 1.24 |
| Maize | Annual | 43.26 | 0.38 | 0.01 | 0.08 | 50.30 | 2986.64 | 3624.92 | 647.37 |
| Millet | Annual | -6.83 | -0.22 | 0.14 | 0.23 | -9.84 | 1185.25 | 1127.55 | 248.85 |
| Wheat | Annual | 21.66 | 0.27 | 0.07 | 0.37 | 20.30 | 1059.28 | 1297.02 | 290.34 |
| Potato | Annual | 690.68 | 0.41 | 0.01 | 0.68 | 821.93 | 15,801.89 | 24,279.03 | 7429.86 |
Table 2
Statistical analysis of people’s perceptions of climate change on agriculture production"
| Perceptions of climate change | Proportion of the respondents (%) | Proportion of the respondents by age group (%) | |||
|---|---|---|---|---|---|
| 15-30 years old | 30-45 years old | 45-60 years old | >60 years old | ||
| Have not heard | 62.86 | 50.00 | 64.29 | 63.16 | 61.54 |
| Heard but not clear | 30.00 | 30.00 | 32.14 | 36.84 | 23.08 |
| Clear understanding | 7.14 | 20.00 | 3.57 | 0.00 | 15.38 |
Table 3
Crop calendar based on major changes in cropping time."
| Crop | Earlier time periods | Recent years | ||
|---|---|---|---|---|
| Cropping time | Ripening time | Cropping time | Ripening time | |
| Maize | 3rd week of March | 1st week of September | 1st week of April | 3rd week of August |
| Wheat | 3rd week of September | 3rd week of March | 2nd week of September | 2nd week of April |
| Millet | 4th week of May | 3rd week of November | 4th week of June | 1st week of November |
| Potato | 1st week of February | 3rd week of June | 1st week of April | 1st week of August |
| Soybean | 3rd week of June | 2nd week of November | 4th week of June | 1st week of November |
| [1] | Arkin, H., Colton, R.R., 1963. Tables for statisticians. New York: Barnes and Noble, 136-137. |
| [2] |
Boos, W.R., Kuang, Z., 2010. Dominant control of the South Asian monsoon by orographic insulation versus plateau heating. Nature. 463(7278), 218-222.
doi: 10.1038/nature08707 |
| [3] | Central Bureau of Statistics, 2019. National Economic Census 2018, Nepal. [2022-06-05] https://cbs.gov.np/national-economic-census-2018/. |
| [4] |
Chen, Y., Sharma, S., Zhou, X., et al., 2021. Spatial performance of multiple reanalysis precipitation datasets on the southern slope of central Himalaya. Atmos. Res. 250, 105365, doi: 10.1016/j.atmosres.2020.105365.
doi: 10.1016/j.atmosres.2020.105365 |
| [5] | Dawadi, B., Acharya, R.H., Lamichhane, D., et al., 2020. A short note on linkage of climatic records between terai and midmountain of central Nepal. J. Geogr. Res. 3(04), 30-35. |
| [6] | Devkota, R., 2013. Indigenous knowledge for climate change induced flood adaptation in Nepal. International Journal of Climate Change: Impacts & Responses. 5(1), 35-46. |
| [7] |
Devkota, R.P., 2014. Climate change: trends and people’s perception in Nepal. J. Environ. Prot. 5(4), 255-265.
doi: 10.4236/jep.2014.54029 |
| [8] | Devkota, R., Khadka, K., Gartaula, H., et al., 2016. Gender and labour efficiency in finger millet production in Nepal. In: Jemimah, N., John, P., Amy K., (eds.). Transforming Gender and Food Security in the Global South (1st Edition). London: Routledge, 100-119. |
| [9] |
Devkota, R.P., Pandey, V.P., Bhattarai, U., et al., 2017. Climate change and adaptation strategies in Budhi Gandaki River Basin, Nepal: A perception-based analysis. Clim. Change. 140(2), 195-208.
doi: 10.1007/s10584-016-1836-5 |
| [10] |
Devkota, R.P., Bhattarai, U., Devkota, L., et al., 2020. Assessing the past and adapting to future floods: a hydro-social analysis. Clim. Change. 163(2), 1065-1082.
doi: 10.1007/s10584-020-02909-w |
| [11] |
Dhar, O.N., Nandargi, S., 2005. Areas of heavy precipitation in the Nepalese Himalayas. Weather. 60(12), 354-356.
doi: 10.1256/wea.35.05 |
| [12] |
Dhital, Y.P., Kayastha, R.B., 2013. Frequency analysis, causes and impacts of flooding in the Bagmati River Basin, Nepal. J. Flood Risk Manag. 6(3), 253-260.
doi: 10.1111/jfr3.12013 |
| [13] |
Dhital, Y.P., Tang, Q.H., Shi, J.C., 2013. Hydroclimatological changes in the Bagmati River basin, Nepal. J. Geogr. Sci. 23(4), 612-626.
doi: 10.1007/s11442-013-1032-8 |
| [14] | Department of Hydrology and Meteorology, Government of Nepal, 2017. Observed Climate Trend Analysis in the Districts and Physiographic Regions of Nepal (1971-2014). [2021-06-29]. https://www.dhm.gov.np/uploads/climatic/467608975Observed%20Climate%20Trend%20Analysis%20Report_2017_Final.pdf. |
| [15] | Department of Hydrology and Meteorology, Government of Nepal, 2021. Monsoon Onset and Withdrawal date information. [2022-06-29]. http://www.dhm.gov.np/publication/11. |
| [16] | Fagan, M., Huang, C., 2019. A Look at How People around the World View Climate Change. [2020-10-04]. https://www.pewresearch.org/fact-tank/2019/04/18/a-look-at-how-people-around-the-world-view-climate-change/. |
| [17] | Food and Agriculture Organization of the United Nations (FAO), 2019. Agriculture and climate change-Challenges and opportunities at the global and local-collaboration on Climate-Smart Agriculture. Rome: FAO, 52. |
| [18] |
Fujita, K., Thompson, L.G., Ageta, Y., et al., 2006. Thirty-year history of glacier melting in the Nepal Himalayas. J. Geophys. Res. 111(D3), D03109, doi: 10.1029/2005jd005894.
doi: 10.1029/2005jd005894 |
| [19] |
Gouvas, M.A., Sakellariou, N.K., Kambezidis, H.D., 2011. Estimation of the monthly and annual mean maximum and mean minimum air temperature values in Greece. Meteorol. Atmos. Phys. 110(3), 143-149.
doi: 10.1007/s00703-010-0111-y |
| [20] | Intergovernmental Panel on Climate Change (IPCC), 2021. Climate change 2021:The physical science basis. In: Masson-Delmotte, V., Zhai, A.P., Pirani, S.L., et al., (eds.). Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge: Cambridge University Press. |
| [21] |
Joshi, B., Joshi, G.R., 2016. Climate change perception and determinants of adoption of agricultural practices in Rasuwa district of Nepal. Nepal J. Environ. Sci. 4, 63-70.
doi: 10.3126/njes.v4i0.22726 |
| [22] |
Karki, R., Talchabhadel, R., Aalto, J., 2016. New climatic classification of Nepal. Theor. Appl. Climatol. 125(3-4), 799-808.
doi: 10.1007/s00704-015-1549-0 |
| [23] |
Karki, R., Schickhoff, U., Scholten, T., et al., 2017. Rising precipitation extremes across Nepal. Climate. 5(1), 4, doi: 10.3390/cli5010004.
doi: 10.3390/cli5010004 |
| [24] |
Kattel, D.B., Yao, T., 2013. Recent temperature trends at mountain stations on the southern slope of the central Himalayas. J. Earth Syst. Sci. 122(1), 215-227.
doi: 10.1007/s12040-012-0257-8 |
| [25] |
Kattel, D.B., Yao, T., Yang, K., 2013. Temperature lapse rate in complex mountain terrain on the southern slope of the central Himalayas. Theor. Appl. Climatol. 113(3-4), 671-682.
doi: 10.1007/s00704-012-0816-6 |
| [26] | Kendall, M.G., 1975. Rank correlation measures. London: Charles Griffin, 15. |
| [27] |
Lobell, D.B., 2007. Changes in diurnal temperature range and national cereal yields. Agric. For. Meteorol. 145(3-4), 229-238.
doi: 10.1016/j.agrformet.2007.05.002 |
| [28] |
Malla, G., 2008. Climate change and its impact on Nepalese agriculture. Journal of agriculture and environment, 9, 62-71
doi: 10.3126/aej.v9i0.2119 |
| [29] | Mann, H.B., 1945. Nonparametric tests against trend. Econometrica: Journal of the econometric society. 245-259. |
| [30] | Martin, G., Reilly, K., Everitt, H., 2022. The impact of climate change awareness on children’s mental well-being and negative emotions-a scoping review. Child Adolesc. Ment. Health. 27(1), 59-72. |
| [31] | Ministry of Environment, 2010. Climate change vulnerability mapping for Nepal. Kathmandu, Nepal: Ministry of Environment, 32-34. |
| [32] | Nepal Disaster Report, 2015. Kathmandu: The Government of Nepal, Ministry of Home Affairs and Disaster Preparedness Network-Nepal. [2020-10-04] https://floodresilience.net/resources/item/nepal-disaster-report-2015/. |
| [33] |
Nayava, J.L., Adhikary, S., Bajracharya, O.R., 2017. Spatial and temporal variation of surface air temperature at different altitude zone in recent 30 years over Nepal. Mausam. 68(3), 417-428.
doi: 10.54302/mausam.v68i3.649 |
| [34] |
Neupane, B.K., Acharya, A., Thapa, L., 2019. Local people’s perception on climate change at kamalamai municipality, sindhuli. Geog. Base. 6, 21-31.
doi: 10.3126/tgb.v6i0.26164 |
| [35] |
Sapkota, D., Pokhrel, S., 2010. Community based maize seed production in the hills and mountains of Nepal: A review. Agronomy Journal of Nepal. 1, 107-112.
doi: 10.3126/ajn.v1i0.7550 |
| [36] | Sapkota, R., Rijal, K., 2016. Climate Change and its Impact in Nepal. PhD Dissertation. Katmandu: Institute of Science and Technology, Tribhuvan University, 9-11. |
| [37] |
Sen, P.K., 1968. Estimates of the regression coefficient based on Kendall’s tau. Am. Stat. Assoc. 63(324), 1379-1389.
doi: 10.1080/01621459.1968.10480934 |
| [38] |
Sharma, S., Hamal, K., Khadka, N., et al., 2020. Dominant pattern of year-to-year variability of summer precipitation in Nepal during 1987-2015. Theor. Appl. Climatol. 142(3), 1071-1084.
doi: 10.1007/s00704-020-03359-1 |
| [39] |
Shrestha, M.L., 2000. Interannual variation of summer monsoon rainfall over Nepal and its relation to Southern Oscillation Index. Meteorol. Atmos. Phys. 75(1-2), 21-28.
doi: 10.1007/s007030070012 |
| [40] |
Sigdel, M., Ikeda, M., 2010. Spatial and temporal analysis of drought in Nepal using standardized precipitation index and its relationship with climate indices. Journal of Hydrology and Meteorology. 7(1), 59-74.
doi: 10.3126/jhm.v7i1.5617 |
| [41] |
Sigdel, M., Ma, Y., 2017. Variability and trends in daily precipitation extremes on the northern and southern slopes of the central Himalaya. Theor. Appl. Climatol. 130(1-2), 571-581.
doi: 10.1007/s00704-016-1916-5 |
| [42] |
Talchabhadel, R., Karki, R., Thapa, B.R., et al., 2018. Spatio-temporal variability of extreme precipitation in Nepal. Int. J. Climatol. 38(11), 4296-4313.
doi: 10.1002/joc.5669 |
| [43] | Thakuri, S., Dahal, S., Shrestha, D., et al., 2019. Elevation-dependent warming of maximum air temperature in Nepal during 1976-2015. Atmos. Res. 228, 261-269. |
| [44] |
Tiwari, K.R., Awasthi, K.D., Balla, M.K., et al., 2010. Local people’s perception on climate change, its impact and adaptation practices in Himalaya to Terai regions of Nepal. J. Mater. Sci. Lett. doi: 10.1007/BF01730062.
doi: 10.1007/BF01730062 |
| [45] |
Yiridomoh, G.Y., Bonye, S.Z., Derbile, E.K., et al., 2022. Women farmers’ perceived indices of occurrence and severity of observed climate extremes in rural Savannah, Ghana. Environment, Development and Sustainability. 24(1), 810-831.
doi: 10.1007/s10668-021-01471-4 |
| [46] |
You, Q., Kang, S., Pepin, N., et al., 2010. Relationship between temperature trend magnitude, elevation and mean temperature in the Tibetan Plateau from homogenized surface stations and reanalysis data. Glob. Planet. Change. 71(1-2), 124-133.
doi: 10.1016/j.gloplacha.2010.01.020 |
| [47] |
Zhang, X., Vincent, L.A., Hogg, W.D., et al., 2000. Temperature and precipitation trends in Canada during the 20th century. Atmos.-Ocean. 38(3), 395-429.
doi: 10.1080/07055900.2000.9649654 |
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