Assessment of the impact of climate and non-climatic parameters on cocoa production: a contextual analysis for Cameroon

IF 3.3 Q2 ENVIRONMENTAL SCIENCES Frontiers in Climate Pub Date : 2023-06-15 DOI:10.3389/fclim.2023.1069514
Eric Bomdzele, E. Molua
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Abstract

Agriculture remains the mainstay of Cameroon's economy, with cocoa as one of its key export commodities. However, cocoa production may be affected by climate-related stressors. This study assesses the influence of climate and non-climate parameters on cocoa performance in Cameroon. We use time series data for temperature, rainfall, carbon dioxide emission, land use, labour hours, pesticide application, and cocoa output in Cameroon spanning 60 years (1961 to 2021). Trend analyses reveal a stochastic response of crop production under climate variation. Leveraging on the perennial crop supply response framework, a Vector Error Correction Model (VECM) reveals short-term climate impacts on cocoa production. The econometric estimation shows that climate and non-climate parameters explain the variations in cocoa output. More specifically, the short-run results reveal that temperature, carbon dioxide emission, land use, and pesticide quantity significantly increase crop yield, whereas rainfall decreases it substantially. Furthermore, the long-run analysis indicates that temperature, rainfall, carbon dioxide emission, and land use are significant negative determinants of the yearly changes in cocoa output. We recommend government policy reforms which address access to land, subsidies/climate finance and improved production technologies to reduce greenhouse gas emissions and enhance farmers' adaptive capacities to climatic stressors.
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评估气候和非气候参数对可可生产的影响:喀麦隆的背景分析
农业仍然是喀麦隆经济的支柱,可可是其主要出口商品之一。然而,可可产量可能受到气候相关压力因素的影响。本研究评估了气候和非气候参数对喀麦隆可可生产性能的影响。我们使用了喀麦隆60年间(1961年至2021年)的温度、降雨、二氧化碳排放、土地利用、劳动时间、农药使用和可可产量的时间序列数据。趋势分析揭示了气候变化对作物生产的随机响应。利用多年生作物供应响应框架,矢量误差修正模型(VECM)揭示了气候对可可生产的短期影响。计量经济学估计表明,气候和非气候参数解释了可可产量的变化。更具体地说,短期结果表明,温度、二氧化碳排放、土地利用和农药用量显著提高作物产量,而降雨则显著降低作物产量。此外,长期分析表明,温度、降雨量、二氧化碳排放和土地利用是可可产量年变化的重要负决定因素。我们建议政府进行政策改革,解决土地获取、补贴/气候融资和改进生产技术的问题,以减少温室气体排放,提高农民对气候压力源的适应能力。
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来源期刊
Frontiers in Climate
Frontiers in Climate Environmental Science-Environmental Science (miscellaneous)
CiteScore
4.50
自引率
0.00%
发文量
233
审稿时长
15 weeks
期刊最新文献
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