利用 AgMERRA 数据集和 DSSAT 模型确定影响温带地区小麦产量变化的气候和管理因素

IF 1.9 4区 物理与天体物理 Q2 BIOLOGY
Masume Farhadi, Mohammad Bannayan, Mohammad Hassan Fallah, Mohsen Jahan
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引用次数: 0

摘要

当今农业在确保粮食安全方面面临的主要挑战之一是制定战略,以应对适应气候多变性可能带来的负面影响。本研究旨在确定 1980-2010 年期间影响伊朗东北部温带地区小麦产量变化的气候和管理因素。利用 AgMERRA 网格气象数据集,通过 DSSAT 模型模拟了小麦作物的生长阶段和产量。此外,还利用面板数据回归(PDA)确定了气候变量对产量的影响。结果显示,灌溉小麦产量变化的 63% 由气候因素(温度和降水)解释,37% 由管理因素解释。PDA 显示,在气候变量中,生长季节温度超过 30 °C 的天数、平均温度以及降水量和降水频率对灌溉小麦产量有显著影响(p ≤ 0.05)。管理方法,包括提供化肥、改良种子、耕作机械和设备等投入,以及信息传递和田间知识普及,将使研究地区的小麦平均每年增产 5 公斤。总之,采用有效的管理方法,特别是选择适当的播种日期,可以使小麦的物候期更好地适应气候条件,从而提高小麦产量。研究结果表明,使用有效的 AgMERRA 气象数据集作为 DSSAT 农作物模型的输入,可以产生可靠的模拟结果,从而可供温带地区的粮食政策和决策者、农民和管理者使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Identification of climatic and management factors influencing wheat’s yield variability using AgMERRA dataset and DSSAT model across a temperate region

Identification of climatic and management factors influencing wheat’s yield variability using AgMERRA dataset and DSSAT model across a temperate region

One of the main challenges of today’s agriculture to ensure food security is developing strategies to deal with potential negative impacts of adaptation to climate variability. This study was conducted to determine climatic and management factors influencing wheat yield variability throughout a temperate region in Northeastern Iran in the period of 1980–2010. The growth stages and yield of wheat crop were simulated via DSSAT model, using AgMERRA gridded weather dataset. Also, the effect of climatic variables on yield was identified using Panel Data Regression (PDA). According to the results, 63% of the changes in irrigated wheat yield are explained by climatic factors (temperature and precipitation) and 37% by management factors. PDA revealed that among the climatic variables, the number of days with temperatures above 30 °C during the growing season, mean temperature, as well as amount and frequency of precipitation have a significant effect on irrigated wheat yield (p ≤ 0.05). The management practices, including provision of inputs such as chemical fertilizers, modified seeds, tillage machinery and equipment, information transfer and the penetration of knowledge in the field, would increase yields by 5 kg on average per year in study region. In general, employing effective management methods, in particular selecting the appropriate planting date that could result in better adaptation of the phenological stages of wheat to climatic conditions, thus improving the wheat yield. The results of this research suggest that use of valid AgMERRA meteorological dataset as input for DSSAT crop model could produce reliable simulations which in turn could be employed by food policy and decision makers, farmers, and managers in a temperate region.

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来源期刊
CiteScore
3.20
自引率
15.00%
发文量
12
审稿时长
>12 weeks
期刊介绍: The subject of the origin and early evolution of life is an inseparable part of the general discipline of Astrobiology. The journal Origins of Life and Evolution of Biospheres places special importance on the interconnection as well as the interdisciplinary nature of these fields, as is reflected in its subject coverage. While any scientific study which contributes to our understanding of the origins, evolution and distribution of life in the Universe is suitable for inclusion in the journal, some examples of important areas of interest are: prebiotic chemistry and the nature of Earth''s early environment, self-replicating and self-organizing systems, the theory of the RNA world and of other possible precursor systems, and the problem of the origin of the genetic code. Early evolution of life - as revealed by such techniques as the elucidation of biochemical pathways, molecular phylogeny, the study of Precambrian sediments and fossils and of major innovations in microbial evolution - forms a second focus. As a larger and more general context for these areas, Astrobiology refers to the origin and evolution of life in a cosmic setting, and includes interstellar chemistry, planetary atmospheres and habitable zones, the organic chemistry of comets, meteorites, asteroids and other small bodies, biological adaptation to extreme environments, life detection and related areas. Experimental papers, theoretical articles and authorative literature reviews are all appropriate forms for submission to the journal. In the coming years, Astrobiology will play an even greater role in defining the journal''s coverage and keeping Origins of Life and Evolution of Biospheres well-placed in this growing interdisciplinary field.
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