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Report No.
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Optimizing long-term monitoring of radiation air dose rates near the Fukushima Daiichi Nuclear Power Plant

Murakami, Haruko*; Sun, D.*; Oroza, C.*; Seki, Akiyuki   ; Mikami, Satoshi   ; Takemiya, Hiroshi; Saito, Kimiaki  

In this study, we have developed a methodology for optimizing the monitoring locations of radiation air dose rates. It is based on (1) a Gaussian mixture model to diversify locations across the key environmental controls that are known to influence cesium mobility and distributions, and (2) a Gaussian process model to capture the heterogeneity of radiation air dose rates across the domain.

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