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Spatiotemporal Characterization of Contemporary Fire Regimes in Russian Boreal Forest Under Impact of Climate Change and Increasing Anthropogenic Activity

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Spatiotemporal Characterization of Contemporary Fire Regimes in Russian Boreal Forest Under Impact of Climate Change and Increasing Anthropogenic Activity Doctoral Dissertation Academic Year 2020 Spatiotemporal Characterization of Contemporary Fire Regimes in Russian Boreal Forest under Impact of Climate Change and Increasing Anthropogenic Activity Keio University Graduate School of Media and Governance Kiunnei Kirillina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