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. 2018 Feb 2;8:2271. doi: 10.1038/s41598-018-20298-0

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© The Author(s) 2018

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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.

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Composite analysis of deviations from the mean for (a) rainfall, (b) maximum temperature at 2-m height, (c) minimum temperature at 2-m height, (d) relative humidity at 2-m height, (e) solar radiation and (f) potential evapotranspiration for Malaysia. Vertical bars denote the standard error of the mean. Shaded areas denote stress-sensitive periods considering the peak of fruits harvesting in September-October, i.e. sex determination (dark grey), inflorescence abortion (grey) and bunch failure (light grey). Significant differences between means at 95% level (according to two-sided Student’s t-test with 10,000 permutations) are showed by black dots. The figure was generated by R software version 3.4.1 (https://www.R-project.org/) with package “ggplot2” version 2.2.1.