Application of the Kolmogorov-Smirnov test to compare greenhouse gas emissions over time.

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dc.contributorALFREDO JOSE BARRETO LUIZ, CNPMA; MAGDA APARECIDA DE LIMA, CNPMA.
dc.creatorLUIZ, A. J. B.
dc.creatorLIMA, M. A. de
dc.date2021-04-05T19:34:09Z
dc.date2021-04-05T19:34:09Z
dc.date2021-04-05
dc.date2021
dc.date.accessioned2026-07-07T05:08:27Z
dc.descriptionAbstract: The national inventories of greenhouse gas (GHG) emissions, which are periodically prepared by countries that signed the Climate Change Convention, compute emissions from anthropogenic sources among them agricultural activities. The protocols established within the scope of the International Panel on Climate Change (IPCC) make it possible to estimate these emissions. These protocols use standard emission factors that vary according to the characteristics of the monitored activities and only scientific research, published in journals of recognized quality, can establish other local factors. Brazilian researchers carry out experiments to measure GHG emissions from agricultural activities, aiming to calculate specific parameters for the national climatic and management conditions. These field experiments are complex, costly, with a limited number of repetitions and, eventually, high natural variability. Often, these limitations result in the inability of the analysis of variance (ANOVA) to identify differences between treatments. The objective of this work is to present the non-parametric Kolmogorov-Smirnov (KS) test as an alternative to compare the effect of flooded irrigation management on methane (CH4) emission throughout the rice crop cycle. We present a case study in which ANOVA produced non-significant results for the adjustment of the model while the KS identified the emission curves as significantly different. The KS test could be adapted, via the SAS NPAR1WAY routine, to compare events with responses over time, such as methane emissions in flooded rice, resulting in test values and graphs that are easy to understand and interpret.
dc.identifierRevista Brasileira de Biometria, v. 39, n. 1, p. 60-70, 2021.
dc.identifier1983-0823
dc.identifierhttp://www.alice.cnptia.embrapa.br/alice/handle/doc/1131064
dc.identifierhttps://doi.org/10.28951/rbb.v39i1.498
dc.identifier.urihttp://hdl.handle.net/123456789/481742
dc.languageeng
dc.rightsopenAccess
dc.subjectGHG
dc.subjectKS
dc.subjectNonparametric tests
dc.subjectEfeito Estufa
dc.subjectMetano
dc.subjectMétodo Estatístico
dc.subjectGreenhouse gas emissions
dc.subjectMethane
dc.subjectStatistical analysis
dc.titleApplication of the Kolmogorov-Smirnov test to compare greenhouse gas emissions over time.
dc.typeArtigo de periódico

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