考虑温度和降雨综合效应,估计气候变化对印度水稻产量的潜在影响

Ashkra ., Akram Ahmad Khan, Krishna Kumar Jadaun
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摘要

背景:季节性气温上升与大多数地区的损失有关。据预测,气候变化也会对寒冷地区产生影响。从短期和长期来看,农业生产都遭受了边际损失。本研究分析了水稻产量与气候变量(即最高、最低温度和降雨量)之间的长期关联和短期动态关系。方法:本研究使用印度1991 - 2020年的时间序列数据。通过使用自回归分布滞后回归或ARDL界检验技术进行协整分析。结果:研究表明,变量之间确实存在长期联系。数据显示,降雨对水稻产量有显著影响。水稻产量和降雨已被证明具有一种特殊的单向、积极和实质性的联系;然而,这种关系只是单向的。当降雨量增加时,每毫米水稻产量增加1.58%。由于温度对水稻收成的影响以及水稻作物对气候变化的脆弱性日益增加,农业专家需要集中精力研究和创造耐温水稻品种,以提高水稻产量。
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Estimating the Potential Effect of Climate Change on Rice Yield in India by Considering the Combined Effects of Temperature and Rainfall
Background: Rising seasonal temperatures are associated with losses in most areas. Climate change is predicted to have an influence on cold-climate locations as well. In both the short and long term, agricultural production suffers marginal losses. This research analyses the long-term association as well as the short-term dynamics between rice yields and climatic variables, namely maximum and lowest temperature as well as rainfall. Methods: This study used time-series data of India from 1991 to 2020 in India. By using the Autoregressive-Distributed Lag Regression or ARDL bounds testing technique for co-integration analysis. Result: The study demonstrates that the variables do have a long-term connection with one another. According to the data, rainfall significantly impacts the amount of rice produced. Rice yields and rainfall have been shown to have a particular connection that is unidirectional, positive and substantial; however, this relationship only goes one way. Rice yields grow by 1.58 per cent for every millimeter when the amount of rainfall increases. Because of the impact of temperature on rice harvests and the increasing vulnerability of the rice crop to climate change, agricultural experts need to concentrate their efforts on studying and creating temperature-tolerant rice varieties to increase rice yields.
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