Consequences of Climate Change Impacts and Incidences of Extreme Weather Events in Relation to Crop Production in Bhutan
Abstract
:1. Introduction
2. Materials and Methods
3. Results
3.1. Issues in Farming
3.2. Experiences of Extreme Weather Events
3.3. Consequences of Climate Change Impacts
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Particulars | Mean | Standard Deviation | Minimum | Maximum |
---|---|---|---|---|
Age (years) | 50.00 | 11.88 | 22.00 | 76.00 |
Family size (number) | 5.00 | 1.40 | 2.00 | 9.00 |
land holding (ha) | 1.40 | 2.01 | 0.16 | 5.80 |
Farming experience (years) | 30.00 | 13.00 | 5.00 | 65.00 |
Crops grown (number) | 5.00 | 1.64 | 1.00 | 9.00 |
Factors | Ranking Scale | Weighted Average | ||||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | ||
Irrigation availability | 6 | 10 | 17 | 35 | 32 | 25.13 |
Farm labour | 9 | 11 | 23 | 25 | 32 | 24.00 |
Crop seasonality | 8 | 16 | 32 | 28 | 16 | 21.87 |
Crop damage (climatic) | 10 | 23 | 26 | 29 | 12 | 20.67 |
Land holding | 20 | 34 | 20 | 16 | 10 | 17.47 |
Crop damage (wildlife) | 21 | 35 | 27 | 13 | 4 | 16.27 |
Crop damage (dis and pests) | 27 | 36.2 | 25 | 27 | 2 | 14.69 |
Districts | Frequency *** | Severity *** |
---|---|---|
Paro | 16.40 | 17.70 |
Punakha | 19.97 | 16.65 |
Samtse | 22.40 | 19.80 |
Sarpang | 22.42 | 18.47 |
Tsirang | 18.62 | 17.57 |
Wangdue | 19.65 | 16.47 |
p value | 2.00 × 10−16 | 2.40 × 10−8 |
Districts | Crop Loss (Weather) *** | Irrigation Sources *** | Diseases & Pests *** | Weed Pressure *** | Cropping Pattern ns | Flood & Erosion *** | Land Fallowing * |
---|---|---|---|---|---|---|---|
Paro | 2.97 | 3.07 | 3.10 | 2.48 | 3.25 | 1.90 | 2.25 |
Punakha | 4.32 | 4.45 | 3.65 | 3.10 | 2.92 | 2.60 | 2.90 |
Samtse | 4.22 | 4.52 | 3.32 | 3.20 | 3.20 | 3.17 | 3.02 |
Sarpang | 4.72 | 4.62 | 3.50 | 3.25 | 3.07 | 3.15 | 2.75 |
Tsirang | 4.40 | 4.75 | 2.65 | 2.48 | 2.65 | 1.95 | 2.57 |
Wangdue | 3.97 | 4.67 | 3.30 | 2.95 | 3.10 | 2.42 | 3.00 |
Mean | 4.10 | 4.35 | 3.25 | 3.06 | 3.03 | 2.53 | 2.75 |
p value | 2 × 10−16 | 2 × 10−16 | 15 × 10−6 | 5.1 × 10−9 | 0.07 | 9.79 × 10−12 | 0.017 |
Crops | Estimated Extent of Crop Damage (%) | Total (%) | ||||
---|---|---|---|---|---|---|
<10 | 11–19 | 20–29 | 30–39 | >40 | ||
Rice | 55 | 17 | 3 | 0 | 1 | 76 |
Maize | 21 | 21 | 5 | 1 | 1 | 49 |
Minor cereals | 22 | 5 | 1 | 1 | 0 | 29 |
Potato | 29 | 15 | 4 | 1 | 0 | 49 |
Vegetables | 73 | 13 | 2 | 1 | 0 | 89 |
Apple | 6 | 2.00 | 1 | 1 | 1 | 11 |
Mandarin | 12 | 9.00 | 5 | 0 | 0 | 26 |
Fruits and nuts | 43 | 6 | 0 | 0 | 0 | 49 |
Mean | 32.62 | 11.00 | 2.62 | 0.62 | 0.37 |
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Chhogyel, N.; Kumar, L.; Bajgai, Y. Consequences of Climate Change Impacts and Incidences of Extreme Weather Events in Relation to Crop Production in Bhutan. Sustainability 2020, 12, 4319. https://doi.org/10.3390/su12104319
Chhogyel N, Kumar L, Bajgai Y. Consequences of Climate Change Impacts and Incidences of Extreme Weather Events in Relation to Crop Production in Bhutan. Sustainability. 2020; 12(10):4319. https://doi.org/10.3390/su12104319
Chicago/Turabian StyleChhogyel, Ngawang, Lalit Kumar, and Yadunath Bajgai. 2020. "Consequences of Climate Change Impacts and Incidences of Extreme Weather Events in Relation to Crop Production in Bhutan" Sustainability 12, no. 10: 4319. https://doi.org/10.3390/su12104319
APA StyleChhogyel, N., Kumar, L., & Bajgai, Y. (2020). Consequences of Climate Change Impacts and Incidences of Extreme Weather Events in Relation to Crop Production in Bhutan. Sustainability, 12(10), 4319. https://doi.org/10.3390/su12104319