利用现有数据分析粗饲料营养成分的影响因素:以中国和非洲为例

IF 6.4 1区 农林科学 Q1 AGRONOMY
Guanghui Hu , Mengjiao Guo , Yanfen Cheng , Weiyun Zhu , James Ombiro Ondiek , Raphael Githaiga Wahome , Adugna Tolera , Varijakshapanicker Padmakumar
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引用次数: 0

摘要

背景或问题大多数研究表明,随着大气中二氧化碳浓度的增加,稻草似乎变得越来越难以消化,但这并不是绝对的。由于各种因素的影响,对秸秆组成和消化率的变化尚未达成共识。本研究旨在探讨中国和非洲秸秆组成的差异及其影响因素,建立体外干物质消化率的预测模型。方法从中国知网、PubMed、Web of Science、b谷歌Scholar等数据库中检索文献14574篇,进行筛选和数据提取。共有709篇文章与我们的研究相关。使用Z-score(标准得分<;3被认为是可接受的)函数来约束获得的数据。利用所得数据分析中国和非洲秸秆组成差异、影响秸秆组成的主要因素以及秸秆体外消化率的变化。同样,收集了有关秸秆体外干物质消化率的文章。通过对实验品质量的评价和数据的筛选,建立了体外干物质消化率模型。结果研究结果表明,非洲和中国的水稻秸秆和玉米秸秆的成分存在显著差异,非洲秸秆的中性洗涤纤维(NDF)高于中国秸秆,玉米秸秆之间的差异极显著(P <; 0.01)。中国秸秆粗蛋白质含量显著高于非洲秸秆(P <; 0.05)。从时间上看,除中国玉米秸秆外,秸秆中粗蛋白质(CP)和木质素(LIG)含量均随时间呈上升趋势。在纬度上,水稻和玉米的CP含量随纬度的增加呈下降趋势,而除小麦秸秆外,中国的LIG含量呈增加趋势。根据秸秆组成与体外消化率的关系,建立体外消化率模型:IVDMD = 155.26 + 1.446-0.083CP2 + 3.652EE - 1.147EE2 - 2.77Ash + 0.137Ash2 - 3.091NDF + 0.023NDF2 + 1.016ADF - 0.019ADF2。结论中国和非洲在秸秆组成上存在显著差异。秸秆的组成受多种因素的影响,尤其是大气二氧化碳浓度的影响。预计在大气CO2浓度持续升高的情况下,虽然秸秆CP含量会上升,但秸秆的体外干物质消化率会继续下降。本研究揭示了当前全球环境变化下秸秆组成的变化,为体外干物质消化率提供了一个通用的预测模型,并在全球范围内推荐了低纬度地区秸秆作为首选饲料来源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of factors affecting the nutritional composition of roughage using existing data: A case study on China and Africa

Context or problem

Most studies suggested that as the concentration of atmospheric carbon dioxide increases, straw seemed to be becoming more difficult to digest, but this was not absolute. Due to various factors, there has been no consensus on the changes in straw composition and digestibility.

Objective or research question

The purpose of this study is to investigate the differences in straw composition between China and Africa, as well as the influencing factors, and to establish a predictive model for the in vitro dry matter digestibility.

Methods

A total of 14574 articles were retrieved from China National Knowledge Infrastructure, PubMed, Web of Science, and Google Scholar, and the articles were screened and data was extracted. A total of 709 articles were relevant to our research. The Z-score (a standard score <3 was considered acceptable) function was used to constrain the obtained data. The obtained data was used to analyze the differences in straw composition between China and Africa, the main factors affecting straw composition, and changes in in vitro digestibility. Similarly, articles on the in vitro dry matter digestibility of straw had been collected. After evaluating the quality of the articles and filtering the data, an in vitro dry matter digestibility model had been constructed.

Results

The research results indicated that there was a significant difference in the composition of rice straw and corn straw between Africa and China, with African straw having a higher Neutral detergent fiber (NDF) than Chinese straw, and the difference between corn straw was extremely significant (P < 0.01). The crude protein (CP) content of Chinese straw was significantly higher than that of African straw (P < 0.05). In terms of time, the contents of crude protein (CP) and ligin (LIG) in straw,except for corn straw in China, also showed an increasing trend over time. On the latitude, the CP of rice and corn showed a decreasing trend with increasing latitude, while the LIG content showed an increasing trend except for wheat straw in China. A model for in vitro digestibility was constructed based on the relationship between straw composition and in vitro digestibility: IVDMD = 155.26 + 1.446–0.083CP2 + 3.652EE - 1.147EE2 - 2.77Ash + 0.137Ash2 - 3.091NDF + 0.023NDF2 + 1.016ADF - 0.019ADF2.

Conclusions

The results indicated that there were significant differences in straw composition between China and Africa. And the composition of straw was influenced by various factors, especially atmospheric carbon dioxide concentration. It was expected that, under the continuous increase in atmospheric CO2 concentrations, although the CP content of straw would rise, the in vitro dry matter digestibility of straw would continue to decline.

Implications or significance

This study revealed the changes in straw composition under current global environmental changes, provided a universal predictive model for in vitro dry matter digestibility, and recommended straw from low-latitude regions as the preferred feed source globally.
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来源期刊
Field Crops Research
Field Crops Research 农林科学-农艺学
CiteScore
9.60
自引率
12.10%
发文量
307
审稿时长
46 days
期刊介绍: Field Crops Research is an international journal publishing scientific articles on: √ experimental and modelling research at field, farm and landscape levels on temperate and tropical crops and cropping systems, with a focus on crop ecology and physiology, agronomy, and plant genetics and breeding.
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