Alvi Shahzad, Roson Roberto, Sartori Martina, Jamil Faisal
School of Social Sciences and Humanities, National University of Sciences and Technology, Pakistan.
Pakhtunkhwa Economic Policy Research Institute, Abdul Wali Khan University Mardan, Pakistan.
Heliyon. 2021 Apr 6;7(4):e06707. doi: 10.1016/j.heliyon.2021.e06707. eCollection 2021 Apr.
The present study develops an integrated assessment model (IAM) for food security under climate change for South Asia. For IAM, initially, an econometric model is estimated that identifies the impact of climate change on crop yields, using the historical relationships between temperature, precipitation, and the production of cereals. Subsequently, future projections have been collected for temperature and precipitation from climate models of the Coupled Model Inter-comparison Project Phase 5 (CMIP5), and the previous econometric model is applied to obtain the implied future cereal yields changes. Then, the yield variations are fed into a multiregional Global Trade Analysis Project (GTAP) model, calibrated to the GTAP 9 database, taking the form of decreases in factor-augmenting productivity of the grains sector. Further, the present study evaluates the effects of climate change on an individual South Asian country. The results indicate that change in climate decreases food production, increases food prices, decreases food consumption, and thus affects the welfare. Trade and fiscal policy responses are investigated to combat the problem of food security. It is revealed that these two policies fail to compensate climate change damage in all the selected South Asian countries.
本研究为南亚地区开发了一个气候变化下粮食安全的综合评估模型(IAM)。对于IAM,首先估计一个计量经济模型,利用温度、降水与谷物产量之间的历史关系来确定气候变化对作物产量的影响。随后,从耦合模式比较计划第5阶段(CMIP5)的气候模型中收集了未来温度和降水的预测数据,并应用先前的计量经济模型来获得隐含的未来谷物产量变化。然后,将产量变化输入到一个多区域全球贸易分析项目(GTAP)模型中,该模型根据GTAP 9数据库进行校准,形式为谷物部门要素增强型生产率下降。此外,本研究评估了气候变化对南亚各个国家的影响。结果表明,气候变化会降低粮食产量、提高粮食价格、减少粮食消费,进而影响福利。研究还探讨了贸易和财政政策应对措施以应对粮食安全问题。结果显示,这两项政策在所有选定的南亚国家中都无法弥补气候变化造成的损害。