Cross-correlating soil aggregate stability methods to facilitate universal interpretation

IF 2.3 4区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY
Deborah Aller, Joseph P. Amsili, Harold M. van Es
{"title":"Cross-correlating soil aggregate stability methods to facilitate universal interpretation","authors":"Deborah Aller,&nbsp;Joseph P. Amsili,&nbsp;Harold M. van Es","doi":"10.1002/ael2.20145","DOIUrl":null,"url":null,"abstract":"<div>\n \n <section>\n \n \n <p>Aggregate stability is a critical physical indicator of soil health. However, multiple methods are used for measuring aggregate stability, making it difficult to compare results and limiting universal interpretations in soil health assessment frameworks like Soil Health Assessment Protocol and Evaluation. We cross-correlated three common water-stable aggregate methods (WSA<sub>CASH</sub>, WSA<sub>ARS</sub>, and WSA<sub>SLAKES</sub>) using a dataset of nearly 1400 samples and developed pedotransfer functions using random forest models to evaluate method performance. We found that the WSA<sub>ARS</sub> and WSA<sub>CASH</sub> methods can be reasonably cross correlated through pedotransfer functions because they use similar processes for estimating aggregate strength. Conversely, the WSA<sub>ARS</sub> and WSA<sub>SLAKES</sub> methods are not transferable. We suggest that the WSA<sub>ARS</sub> aggregate stability method is the most established and best reference method for use in soil health analysis frameworks. Interpretation consistency will lead to more robust comparisons of aggregate stability as a key physical soil health indicator.</p>\n </section>\n \n <section>\n \n <h3> Core Ideas</h3>\n \n <div>\n <ul>\n \n <li>Different approaches for measuring aggregate stability prevent generalized result interpretation.</li>\n \n <li>The water-stable aggregate wet sieve procedure (WSA<sub>ARS</sub>) is proposed as the reference method for interpretation.</li>\n \n <li>Other soil aggregate stability methods can be variably correlated with WSA<sub>ARS</sub>.</li>\n </ul>\n </div>\n </section>\n </div>","PeriodicalId":48502,"journal":{"name":"Agricultural & Environmental Letters","volume":null,"pages":null},"PeriodicalIF":2.3000,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ael2.20145","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Agricultural & Environmental Letters","FirstCategoryId":"97","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ael2.20145","RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Aggregate stability is a critical physical indicator of soil health. However, multiple methods are used for measuring aggregate stability, making it difficult to compare results and limiting universal interpretations in soil health assessment frameworks like Soil Health Assessment Protocol and Evaluation. We cross-correlated three common water-stable aggregate methods (WSACASH, WSAARS, and WSASLAKES) using a dataset of nearly 1400 samples and developed pedotransfer functions using random forest models to evaluate method performance. We found that the WSAARS and WSACASH methods can be reasonably cross correlated through pedotransfer functions because they use similar processes for estimating aggregate strength. Conversely, the WSAARS and WSASLAKES methods are not transferable. We suggest that the WSAARS aggregate stability method is the most established and best reference method for use in soil health analysis frameworks. Interpretation consistency will lead to more robust comparisons of aggregate stability as a key physical soil health indicator.

Core Ideas

  • Different approaches for measuring aggregate stability prevent generalized result interpretation.
  • The water-stable aggregate wet sieve procedure (WSAARS) is proposed as the reference method for interpretation.
  • Other soil aggregate stability methods can be variably correlated with WSAARS.

Abstract Image

交叉关联土壤集料稳定性方法,促进通用解释
集料稳定性是土壤健康的一个重要物理指标。然而,目前有多种方法可用于测量集料稳定性,因此很难对结果进行比较,也限制了土壤健康评估框架(如《土壤健康评估规程与评价》)的通用解释。我们使用近 1400 个样本的数据集对三种常见的水稳定性团聚体方法(WSACASH、WSAARS 和 WSASLAKES)进行了交叉关联,并使用随机森林模型开发了 pedotransfer 函数来评估方法的性能。我们发现,由于 WSAARS 和 WSACASH 方法采用了类似的骨料强度估算过程,因此可以通过脚印转移函数进行合理的交叉关联。相反,WSAARS 和 WSASLAKES 方法则无法相互转换。我们建议,WSAARS 集料稳定性方法是土壤健康分析框架中最成熟、最佳的参考方法。解释的一致性将使作为土壤健康关键物理指标的集料稳定性的比较更加可靠。 核心理念 不同的集料稳定性测量方法阻碍了对结果的通用解释。 建议将水稳集料湿筛程序(WSAARS)作为解释的参考方法。 其他土壤集料稳定性方法可与 WSAARS 进行不同程度的关联。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
3.70
自引率
3.80%
发文量
28
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信