ManagementAgricultural EconomicsAgricultural DevelopmentClimate Change AdaptationIrrigation ManagementAdaptation PlanningAdaptive CapacityAgricultural AdaptationAgricultural Climate AdaptationClimate AdaptationDroughtAdaptation Impact AssessmentAgricultural Credit AccessFarm Credit AccessFarm-level Adaptation PlanningPolicy Options AnalysisProbit Choice ModelsResilience To Climate ChangeSocial Vulnerability Index
This study assessed farmers’ perception of climate change, and estimated the determinants of, and evaluated the relationship among, adaptation practices using the multivariate probit model. A survey in 300 agricultural households was carried out covering 10 sample districts considering five agro-ecological zones and a vulnerability index. Four adaptation choices (change in planting date, crop variety, crop type and investment in irrigation) were deemed as outcome variables and socioeconomic, demographic, institutional, farm-level and perceptions variables were deployed as explanatory variables. Their marginal effects were determined for three climatic variables—temperature, precipitation and drought. Age, gender and education of head of household, credit access, farm area, rain-fed farming and tenure, were found to be more influential compared to other factors. All four adaptation options were found to be complimentary to each other. Importantly, the intensity of the impact of dependent variables in different models, and for the available adaptation options, were found to be unequal. Therefore, policy options and support facilities should be devised according to climatic variables and adaptation options to achieve superior results.
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Adaptation, adaptive capacity and vulnerability
Barry Smit, Johanna Wandel · Global Environmental Change · 2006 · 5.1K citations · Full text
Adapting agriculture to climate change
Mark Howden, Jean‐François Soussana, Francesco N. Tubiello et al. · Proceedings of the National Academy of Sciences · 2007 · 2.1K citations · Full text