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. 2020 Mar 25;10:5443. doi: 10.1038/s41598-020-62300-8

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© The Author(s) 2020

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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The four urban Darwin regions specified by catchment areas and direction of surface runoff at each survey site (a). Levels of seasonal surface runoff and areas of waterlogging are indicated by colour (yellow; nil to low levels of seasonal waterlogging, green stripes; moderate to high levels, blue; severe levels of waterlogging to fully inundated over extended period). B. pseudomallei positive and negative park sites (n = 45, red and green circles, respectively) and positive and negative drain sites (n = 42, red and green squares, respectively) surveyed during the 2017 rainy season (Feb-March). Getis-Ord Gi* Hot Spot Analysis (b–e). Areas with significant “hot” spots are indicated by dark red circles while “cold” spots are shown in green ((b) ST-36, (c) ST-109, (d) ST-327, (e) ST-553). Significant association of Bayes Cluster 1 with drain sites (blue circles – water and soil) as opposed to parks (brown squares - soil) (f). Bayes cluster 1 negative sites are denoted by black circles (ArcGIS v.10.4.1 (ESRI)).