| dc.description.abstract |
Coconut is a vital agricultural commodity in Sri Lanka and tropical economies, sustaining
global agricultural stability and the livelihoods of millions. However, it is highly susceptible
to climate change since its reproductive development is more sensitive to changes in
temperature, precipitation distribution and adverse weather conditions including droughts
and floods. This leads to the reduction in both nut weight and yield, subsequently reducing
coconut farmers’ income. Therefore, this study aims at quantifying the impact of climate
change on coconut profitability. The study addresses the lack of a robust framework for
quantifying the uncertainty associated with climate change impacts on coconut
profitability by employing a Bayesian-Ricardian approach, which uniquely integrates
uncertainty into economic projections. The analysis utilized previously collected monthly
profit data from 67 coconut estates, spanning from 2002 to 2018 and climate data from
the Worldclim web site extracted through QGIS. A Ricardian model was employed for the
analysis and as panel data was available, a pooled regression model was estimated using
Bayesian methods to simulate marginal effects of temperature and precipitation under
different climate scenarios. The impact of long-term average temperature and long-term
average precipitation on profitability exhibits a probability exceeding 70% and 99% of being
negative across different scenarios respectively. Additionally, extreme droughts before
twelve months lead to an average monthly profit reduction of 31.81% per hectare, with
losses ranging between 42.3% and 21.4% at a 95% credible interval. Therefore, the findings
reveal that climate change has a significant negative impact on coconut estate-level
profitability. Since the temperature, variability of precipitation patterns and frequency of
drought events are expected to increase, estate holders will suffer large losses in the
future. To mitigate these effects, it is essential to develop climate resilient coconut
cultivars, adopt precision agricultural technologies and improve water management
practices. |
en_US |