Regional Sustainability ›› 2022, Vol. 3 ›› Issue (3): 244-253.doi: 10.1016/j.regsus.2022.10.002
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ARIFAHa,b, Darmawan SALMANc, Amir YASSIc,*(), Eymal Bahsar DEMMALLINOc
Received:
2022-05-31
Revised:
2022-09-11
Accepted:
2022-10-07
Online:
2022-09-30
Published:
2022-11-29
Contact:
Amir YASSI
E-mail:yassi.amir@yahoo.com
ARIFAH, Darmawan SALMAN, Amir YASSI, Eymal Bahsar DEMMALLINO. Livelihood vulnerability of smallholder farmers to climate change: A comparative analysis based on irrigation access in South Sulawesi, Indonesia[J]. Regional Sustainability, 2022, 3(3): 244-253.
Table 1
Major components of the livelihood vulnerability index-Intergovernmental Panel on Climate Change (LVI-IPCC) framework in this study."
Contributing factor | Major component | Definition | Reference |
---|---|---|---|
Adaptive capacity | Livelihood strategy | Farmers’ strategies for dealing with the impact of climate change, such as diversifying agricultural livelihood systems or working in different communities | Ellis ( Liu et al. ( |
Socio-demographic profile | Farmer characteristics that influence knowledge and response to climate change impacts, including age, gender, educational background, farming experience, etc. | Hahn et al. ( | |
Social network | A set of specific relationships among a group of people, in which the characteristics of those relationships can be used in dealing with the impacts of climate change | Mitchell ( | |
Sensitivity | Food | Food security and factors that contribute to farmers’ vulnerability in the face of climate change, such as crop diversification and the ability to store seeds and crops | Hahn et al. ( |
Water | Water availability for farmers to water their agricultural land in the face of climate change impacts | Adu et al. ( Ho et al. ( | |
Land | Land conditions and factors that contribute to livelihood vulnerability to the effects of climate change, such as location, area, and land ownership status | Mitchell and McEvory ( | |
Health | Health status that contributes to the vulnerability of farmers’ livelihood systems to the impacts of climate change, including the awareness of farmers to visit health services when sick | Hahn et al. ( | |
Exposure | Natural disasters and climate variability | Natural disasters due to climate variability experienced by farmers in the last ten years, including droughts, floods, and pest attacks | Hahn et al. ( |
Table 3
LVI values of the downstream and upstream areas of Gantarang District."
Sub-component | LVI | Major component | LVI | ||
---|---|---|---|---|---|
Downstream area | Upstream area | Downstream area | Upstream area | ||
Agricultural livelihood diversification | 0.72 | 0.36 | Livelihood strategy | 0.62 | 0.48 |
Household dependent solely on agriculture | 0.60 | 0.56 | |||
Family members working in different communities | 0.55 | 0.52 | |||
Dependency ratio | 0.41 | 0.49 | Socio-demographic profile | 0.34 | 0.42 |
Education level of household head | 0.24 | 0.36 | |||
Farming experience of household head | 0.36 | 0.42 | |||
No membership with any community | 0.54 | 0.44 | Social network | 0.43 | 0.50 |
Households with media access in the house | 0.44 | 0.12 | |||
No access to credit loans | 0.30 | 0.51 | |||
Receive:give ratio | 0.38 | 0.54 | |||
No access to local government assistance in the past 12 months | 0.47 | 0.90 | |||
Crop diversity index | 0.54 | 0.13 | Food | 0.55 | 0.52 |
Do not save crops | 0.49 | 0.69 | |||
Do not save seeds | 0.62 | 0.75 | |||
Do not have consistent water supply | 0.95 | 0.54 | Water | 0.91 | 0.37 |
Utilize a natural water source for farming | 0.97 | 0.29 | |||
Water conflict | 0.81 | 0.27 | |||
Land location | 0.59 | 0.26 | Land | 0.59 | 0.26 |
Area of rice field | 0.22 | 0.11 | |||
Land tenure | 0.56 | 0.51 | |||
Travel time to a health facility | 0.54 | 0.38 | Health | 0.49 | 0.44 |
Family members did not see a doctor (medical services) during their illness | 0.44 | 0.49 | |||
Number of drought events in the past ten years | 0.83 | 0.34 | Natural disasters and climate variability | 0.52 | 0.35 |
Number of flood events in the past ten years | 0.15 | 0.27 | |||
Number of pest attacks events in the past ten years | 0.51 | 0.50 | |||
Lost crops due to disaster | 0.59 | 0.29 | |||
Overall | 0.53 | 0.42 |
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