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. 2017 Jun 23;7:4130. doi: 10.1038/s41598-017-04058-0

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© The Author(s) 2017

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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(a) Average first day of year in which lake surface water temperature (LSWT) persistently exceeds 4 °C (“start of the warming period”), and its relationship with (b) annual mean surface air temperature (SAT) and (c) lake mean depth. Colours in panel (b) signify latitude. Linear regressions of the statistically significant (p < 0.05) relationships are shown. The map was generated using the MATLAB mapping toolbox⁴³ (URL-https://www.mathworks.com/products/mapping.html).