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利用作物模型评估气候变化对土耳其东南部小麦的影响。

Using crop modeling to evaluate the impacts of climate change on wheat in southeastern turkey.

机构信息

Department of Geographical Information Technologies, Istanbul Technical University, Istanbul, Turkey.

Institute for Sustainable Food Systems, University of Florida, Gainesville, FL, USA.

出版信息

Environ Sci Pollut Res Int. 2019 Oct;26(28):29397-29408. doi: 10.1007/s11356-019-06061-6. Epub 2019 Aug 10.

Abstract

The extreme temperatures and uneven distribution of rainfall associated with climate change are expected to affect agricultural productivity and food security. A study was conducted to evaluate the impact of climate change on wheat in southeastern regions of Turkey. The CERES-wheat crop simulation model was calibrated and evaluated with data from eight surveyed farms. The four farms were used for calibration and four for evaluation. Climate change scenarios were developed for the middle (2036-2065) and late 21st century (2066-2095) under representative concentration pathways (RCPs 4.5 and 8.5) for study sites in Islahiye and Nurdagi. Model calibration results showed a good agreement between observed and simulated yield with only a 1 to 11% range of error. The model evaluation results showed good fit between observed and simulated values of all parameters with % error ranged from 0.51 to 13.3%. Future climate change projections showed that maximum temperature (Tmax) will increase between 1.6 °C (RCP4.5) and 2.3 °C (RCP8.5), while minimum temperature (Tmin) will increase between 1.0 °C (RCP4.5) and 1.5 °C (RCP8.5) for mid-century. At the end of the century, Tmax is projected to increase from 2 °C (RCP4.5) to 4 °C (RCP8.5) and Tmin from 1.3 °C (RCP4.5) to 3.1 °C (RCP8.5). Climate change impacts results showed that future rise in temperature will reduce wheat yield by 16.3% in mid-century and 16.8% at the end of the century at Islahiye and for Nurdagi, while 13.0% in mid and 14.4% end of the century. The use of climate and crop modeling technique provides useful information in evaluating the climate change impacts and may assist stakeholders to make decisions to overcome the negative impacts in the near and long term.

摘要

气候变化带来的极端温度和降雨分布不均预计将影响农业生产力和粮食安全。本研究旨在评估气候变化对土耳其东南部地区小麦的影响。使用来自八个调查农场的数据对 CERES-小麦作物模拟模型进行了校准和评估。其中四个农场用于校准,四个用于评估。为伊斯拉希耶(Islahiye)和努尔达吉(Nurdagi)的研究地点开发了中(2036-2065 年)期和 21 世纪后期(2066-2095 年)的气候变化情景,使用代表性浓度途径(RCPs 4.5 和 8.5)。模型校准结果表明,观测值与模拟值之间的产量具有良好的一致性,误差范围仅为 1%至 11%。模型评估结果表明,所有参数的观测值与模拟值之间均具有良好的拟合度,误差百分比在 0.51%至 13.3%之间。未来的气候变化预测显示,中世纪时最高温度(Tmax)将增加 1.6°C(RCP4.5)至 2.3°C(RCP8.5),最低温度(Tmin)将增加 1.0°C(RCP4.5)至 1.5°C(RCP8.5)。到本世纪末,Tmax 预计将从 2°C(RCP4.5)增加到 4°C(RCP8.5),Tmin 将从 1.3°C(RCP4.5)增加到 3.1°C(RCP8.5)。气候变化影响的结果表明,中世纪时,温度升高将使小麦产量减少 16.3%,本世纪末时将减少 16.8%,而在努尔达吉,中世纪时将减少 13.0%,本世纪末时将减少 14.4%。气候和作物建模技术的使用提供了评估气候变化影响的有用信息,并可能有助于利益相关者做出决策,以在短期和长期内克服负面影响。

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