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农业气候对可持续作物多样化的敏感性分析;以谷子(Panicum miliaceum L.)为例。

Agro-climatic sensitivity analysis for sustainable crop diversification; the case of Proso millet (Panicum miliaceum L.).

机构信息

School of Biosciences, Faculty of Science and Engineering, University of Nottingham Malaysia, Semenyih, Malaysia.

Crops for the Future UK, National Institute of Agricultural Botany, Cambridge, United Kingdom.

出版信息

PLoS One. 2023 Mar 23;18(3):e0283298. doi: 10.1371/journal.pone.0283298. eCollection 2023.

Abstract

Current agricultural production depends on very limited species grown as monocultures that are highly vulnerable to climate change, presenting a threat to the sustainability of agri-food systems. However, many hundreds of neglected crop species have the potential to cater to the challenges of climate change by means of resilience to adverse climate conditions. Proso millet (Panicum miliaceum L.), one of the underutilised minor millets grown as a rainfed subsistence crop, was selected in this study as an exemplary climate-resilient crop. Using a previously calibrated version of the Agricultural Production Systems Simulator (APSIM), the sensitivity of the crop to changes in temperature and precipitation was studied using the protocol of the Coordinated Climate Crop Modelling Project (C3MP). The future (2040-2069) production was simulated using bias-corrected climate data from 20 general circulation models of the Coupled Model Intercomparison Project (CMIP5) under RCP4.5 and 8.5 scenarios. According to the C3MP analysis, we found a 1°C increment of temperature decreased the yield by 5-10% at zero rainfall change. However, Proso millet yields increased by 5% within a restricted climate change space of up to 2°C of warming with increased rainfall. Simulated future climate yields were lower than the simulated yields under the baseline climate of the 1980-2009 period (mean 1707 kg ha-1) under both RCP4.5 (-7.3%) and RCP8.5 (-16.6%) though these changes were not significantly (p > 0.05) different from the baseline yields. Proso millet is currently cultivated in limited areas of Sri Lanka, but our yield mapping shows the potential for expansion of the crop to new areas under both current and future climates. The results of the study, indicating minor impacts from projected climate change, reveal that Proso millet is an excellent candidate for low-input farming systems under changing climate. More generally, through this study, a framework that can be used to assess the climate sensitivity of underutilized crops was also developed.

摘要

当前的农业生产依赖于作为单一栽培种植的非常有限的物种,这些物种极易受到气候变化的影响,从而对农业食品系统的可持续性构成威胁。然而,数以百计的被忽视的作物品种具有通过对不利气候条件的适应来应对气候变化挑战的潜力。在这项研究中,选择了作为雨养生计作物种植的未充分利用的小米之一——黍(Panicum miliaceum L.)作为具有代表性的抗气候作物。本研究使用先前经过校准的农业生产系统模拟器(APSIM)版本,根据协调气候作物建模项目(C3MP)的方案,研究了作物对温度和降水变化的敏感性。利用耦合模式比较计划(CMIP5)的 20 个通用环流模型的经偏差校正的气候数据,在 RCP4.5 和 8.5 情景下模拟了未来(2040-2069 年)的产量。根据 C3MP 分析,我们发现,温度升高 1°C,在降雨量不变的情况下,产量降低 5-10%。然而,黍的产量在升温 2°C 且降雨量增加的有限气候变化范围内增加了 5%。在 RCP4.5(-7.3%)和 RCP8.5(-16.6%)下,模拟的未来气候产量均低于 1980-2009 年基准气候下的模拟产量(平均 1707 kg ha-1),尽管这些变化与基准产量没有显著差异(p > 0.05)。黍目前在斯里兰卡的有限地区种植,但我们的产量图显示,该作物在当前和未来气候下有潜力扩展到新的地区。研究结果表明,预计的气候变化影响较小,这表明黍是应对气候变化的低投入农业系统的理想候选作物。更广泛地说,通过这项研究,还开发了一个可以用来评估未充分利用的作物对气候变化敏感性的框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4504/10035905/c0c51bd913ba/pone.0283298.g001.jpg

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