Productivity drivers of winter crop production in Australia: Examining both long-run and short-run impacts

Jaba Sarker , John Rolfe , Monira Parvin Moon , Farhana Arefeen Mila , Siddhartha Shankar Roy , Delwar Akbar
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Abstract

With the escalating impacts of climate change and growing climate variability, winter crop productivity in Australia faces substantial challenges, raising important concerns for food security and the sustainability of agricultural systems. This study addresses this challenge by analyzing how climatic and non-climatic factors have influenced winter crop yields in New South Wales from 1989 to 2023 using the Autoregressive Distributed Lag (ARDL) approach. Employing the Johansen and Juselius Cointegration (JJC) approach, we established the presence of long-run (persistent and structural changes over time) cointegration among the variables under investigation. Our findings reveal that rising levels of seasonal maximum temperature, rainfall, vapor pressure, and CO2 concentrations bolster long-run crop productivity, while increasing minimum temperatures and solar radiation pose risks. However, non-climatic factors such as farm debt negatively affect crop productivity. Importantly, the varying short-run (immediate responses to changes in variables) effects underline the complexity of interactions between the crop yield and productivity drivers. These findings highlight the importance of implementing targeted agricultural practices that promote resilient and sustainable winter crop production in NSW in light of changing climate realities. Further research is also required to determine the influence of elevated CO2 in winter crop plants at different growth stages, as CO2 concentrations increase the winter crop production in this study.

Abstract Image

澳大利亚冬季作物生产的生产力驱动因素:考察长期和短期影响
随着气候变化的影响不断加剧和气候变异性的增加,澳大利亚的冬季作物生产力面临着重大挑战,引起了对粮食安全和农业系统可持续性的重要关注。本研究利用自回归分布滞后(ARDL)方法分析了1989年至2023年气候和非气候因素对新南威尔士州冬季作物产量的影响,从而解决了这一挑战。采用Johansen和Juselius协整(JJC)方法,我们在调查的变量之间建立了长期(随时间的持续和结构性变化)协整的存在。我们的研究结果表明,季节性最高温度、降雨量、蒸汽压和二氧化碳浓度的上升会提高作物的长期产量,而最低温度和太阳辐射的增加则会带来风险。然而,农业债务等非气候因素对作物生产力产生负面影响。重要的是,不同的短期效应(对变量变化的即时反应)强调了作物产量和生产力驱动因素之间相互作用的复杂性。这些发现强调了实施有针对性的农业实践的重要性,这些实践可以根据不断变化的气候现实促进新南威尔士州有弹性和可持续的冬季作物生产。由于本研究中CO2浓度增加了冬季作物产量,因此还需要进一步研究以确定不同生长阶段CO2升高对冬季作物植株的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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