Spatiotemporal distribution of leptospirosis in Thailand (2007–2022).

<p><b>(a)</b> Regional trends in annual incidence rates per 100,000 population across Thailand’s five major regions, showing distinct temporal patterns. <b>(b)</b> Geographic distribution of median incidence rates by province, with darker orange indicating higher rates...

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Main Author: Pikkanet Suttirat (13567965) (author)
Other Authors: Sudarat Chadsuthi (3738406) (author), Charin Modchang (3738409) (author), Joacim Rocklöv (296647) (author)
Published: 2025
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Summary:<p><b>(a)</b> Regional trends in annual incidence rates per 100,000 population across Thailand’s five major regions, showing distinct temporal patterns. <b>(b)</b> Geographic distribution of median incidence rates by province, with darker orange indicating higher rates of reported cases (cases per 100,000 population). <b>(c)</b> Frequency of high-risk years per province, where high risk is defined by an incidence rate exceeding the national median of 2.43 cases per 100,000 population (calculated from the 2007–2017 training period). The map plots were created using the plotnine package in Python using a shapefile obtained from The Humanitarian Data Exchange (HDX) (<a href="https://data.humdata.org/dataset/cod-ab-tha" target="_blank">https://data.humdata.org/dataset/cod-ab-tha</a>).</p>