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 |
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