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. 2021 Feb 4;11:3052. doi: 10.1038/s41598-021-81868-3

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© The Author(s) 2021

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Time series of cumulative layer mortality for two independent data sources. Regression of cumulative mortality rate (m60, double arcsine transformed) as a function of year of data collection for commercial flocks raised in conventional cages, furnished cages and a non-cage system (single-tier aviaries) in France (

source code FRA_16) and the Netherlands (AGR_14). Regression equations are shown where the effect of year is significant.