Impact of mulching and planting time on spring-wheat (Triticum aestivum) growth: A combined field experiment and empirical modeling approach

IF 17.7 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-01-01 DOI:10.1515/opag-2022-0242
Abdul-Rauf Malimanga Alhassan
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Abstract

This study aimed to assess the effect of straw-mulching and sowing time on spring-wheat growth and also evaluate the suitability of nonlinear models (Logistic, Gompertz, Richards and Weibull models) in forecasting crop growth. The experiment followed a factorial design with two factors: three planting times (early, normal and late sowing times) at two different straw-mulching rates (3.75 t/ha straw [mulch] and 0 t/ha straw [no-mulch]). The following treatments were established from these factors: (1) early sowing without straw-mulch (ESW-T), (2) early sowing with straw-mulch (ESW-TS), (3) normal sowing without straw-mulch (NSW-T), (4) normal sowing with straw-mulch (NSW-TS), (5) late sowing without straw-mulch (LSW-T) and (6) late sowing with straw-mulch (LSW-TS). The results showed that, generally mulching improved soil water storage and enhanced biomass growth while early sowing combined with mulching (ESW-TS) gave the greatest results in terms of biomass growth. Furthermore, the logistic model was the most suitable for crop forecasting with a coefficient of determination (r 2) of 0.887 and a change in Akaike information criterion (∆AIC) of 0. The Gompertz model was next with r 2 = 0.884 and ∆AIC = 0.53, followed by the Weibull model (r 2 = 0.883, ∆AIC = 2.83). The Richards model showed the least performance (r 2 = 0.882, ∆AIC = 3.42). These results implied that the adoption of early sowing and straw-mulching could enhance soil water storage, improve wheat yields and improve climate resilience of agroecosystems on the Loess Plateau and similar dryland ecosystems. Furthermore, the logistic regression model can be a useful decision tool for testing the effectiveness of climate adaptation strategies.
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地膜覆盖和种植时间对春小麦(Triticum aestivum)生长的影响:田间试验与经验建模相结合的方法
本研究旨在评估秸秆覆盖和播种时间对春小麦生长的影响,同时评估非线性模型(Logistic、Gompertz、Richards 和 Weibull 模型)在预测作物生长方面的适用性。试验采用因子设计,包含两个因子:三个播种时间(早播、正常播种和晚播)和两种不同的秸秆覆盖率(3.75 吨/公顷秸秆[覆盖]和 0 吨/公顷秸秆[不覆盖])。根据这些因素确定了以下处理:(1)早期播种不覆盖稻草(ESW-T),(2)早期播种覆盖稻草(ESW-TS),(3)正常播种不覆盖稻草(NSW-T),(4)正常播种覆盖稻草(NSW-TS),(5)晚期播种不覆盖稻草(LSW-T),(6)晚期播种覆盖稻草(LSW-TS)。结果表明,一般来说,地膜覆盖能提高土壤蓄水量,促进生物量的增长,而早期播种结合地膜覆盖(ESW-TS)在生物量增长方面效果最好。此外,Logistic 模型最适合作物预测,其判定系数(r 2)为 0.887,Akaike 信息准则变化(∆AIC)为 0;其次是 Gompertz 模型,r 2 = 0.884,∆AIC = 0.53;然后是 Weibull 模型(r 2 = 0.883,∆AIC = 2.83)。理查兹模型的表现最差(r 2 = 0.882,∆AIC = 3.42)。这些结果表明,在黄土高原和类似的旱地生态系统中,采用早播和秸秆覆盖可以增强土壤蓄水,提高小麦产量,改善农业生态系统的气候适应能力。此外,逻辑回归模型还是检验气候适应战略有效性的有用决策工具。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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