基于 APSIM-Potato 的华北单作区马铃薯生长和产量对干旱情景的响应

IF 2.3 3区 农林科学 Q1 AGRONOMY
Xin-Lan Luo, Yue Sun, Li-Min Liu, Li-Wei Wang, Xi-Ning Gao
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引用次数: 0

摘要

由于气候变暖,干旱的频率和强度都有所增加。华北单作区马铃薯种植和生产活动受到干旱影响,对区域粮食安全构成威胁。基于此,本文以华北单作区马铃薯为研究对象,结合农业生产系统仿真(APSIM)模型和数理统计方法,完成了 APSIM 模型在研究区的适用性评价。模拟分析了华北单作区马铃薯生长和产量对不同干旱情景的响应。结果表明,经过验证的 APSIM-Potato 非常适用于华北单作区。模拟物候的均方根误差(RMSE)在 1.9 ~ 2.6 天之内。模拟 LAI、地上生物量和产量的归一化均方根误差均低于 15%。马铃薯产量随着干旱胁迫强度和持续时间的增加而减少。在模拟单个发育阶段的水分胁迫时,马铃薯萌芽-开花期的产量受水分胁迫的影响最大,与对照组(CG)相比减产 4.8% 至 35.8%。与对照组(CG)相比,整个生长期的高强度水分胁迫使马铃薯的最终产量降低了 28.9% 至 60.9%。最后,通过马铃薯控水模拟实验发现,在相同控水条件下,西北地区马铃薯减产率大于东南地区。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Response of Potato Growth and Yield to Drought Scenarios Based on APSIM-Potato in the Single-Cropping Region in Northern China

Response of Potato Growth and Yield to Drought Scenarios Based on APSIM-Potato in the Single-Cropping Region in Northern China

As a result of climate warming, the frequency and intensity of droughts have increased. Potato planting and production activities in the single-cropping region in Northern China are affected by drought, which poses a threat to regional food security. Based on this, this paper took potatoes in the single-cropping region in Northern China as the research object and combined the Agricultural Production Systems Simulation (APSIM) model and mathematical statistics methods to complete the evaluation of the applicability of the APSIM model in the study area. The response of potato growth and yield to different drought scenarios was simulated and analysed in the single-cropping region in Northern China. The results showed that the validated APSIM-Potato was highly applicable to the single-cropping region in Northern China. The root mean square error (RMSE) of the simulated phenology was within 1.9 ~ 2.6 days. The normalized root mean square errors (NRMSEs) of the simulated LAI, above-ground biomass, and yield were all below 15%. Potato yield decreased with an increase in drought stress intensity and duration. In the simulation of water stress at a single developmental stage, the yield of potatoes during the budding-flowering stage was affected the most by water stress, with a yield reduction of between 4.8 and 35.8% compared to the control group (CG). High-intensity water stress during the entire growth period reduced the final potato yield by 28.9 to 60.9% compared to CG. Finally, through the simulation experiment of potato water control, it was found that under the same water control condition, the potato yield reduction rate in the northwestern region was greater than that in the southeastern region.

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来源期刊
Potato Research
Potato Research AGRONOMY-
CiteScore
5.50
自引率
6.90%
发文量
66
审稿时长
>12 weeks
期刊介绍: Potato Research, the journal of the European Association for Potato Research (EAPR), promotes the exchange of information on all aspects of this fast-evolving global industry. It offers the latest developments in innovative research to scientists active in potato research. The journal includes authoritative coverage of new scientific developments, publishing original research and review papers on such topics as: Molecular sciences; Breeding; Physiology; Pathology; Nematology; Virology; Agronomy; Engineering and Utilization.
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