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Estimation of 90Sr and 137Cs activity concentrations in Chornobyl wood: significance of factors and classical vs. machine learning methods.

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Title: Estimation of 90Sr and 137Cs activity concentrations in Chornobyl wood: significance of factors and classical vs. machine learning methods.
Authors: Holiaka D; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine. Electronic address: holiaka@nubip.edu.ua., Igarashi Y; Center for Research in Radiation, Isotopes, and Earth System Sciences, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, 305-8572, Japan., Yoschenko V; Institute of Environmental Radioactivity at Fukushima University, 1 Kanayagawa, Fukushima, Fukushima Prefecture, 960-1296, Japan., Zadorozhniuk R; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine., Levchuk S; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine., Holiaka M; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine., Kiva O; Institute of Mathematics of the NAS of Ukraine, Tereschenkivska str. 3, Kyiv-4, 01024, Ukraine., Smith JT; School of the Environment and Life Sciences, University of Portsmouth, Burnaby Building, Portsmouth, PO1 3QL, UK., Oughton DH; Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, N-1432 Ås, Norway., Morozova V; Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, N-1432 Ås, Norway., Lesnik O; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine., Chyzhevskyi I; State Specialized Enterprise 'Ecocentre' of the State Agency of Ukraine on Exclusion Zone Management, Shkilna str. 6, Chornobyl, Kyiv Region, 07270, Ukraine., Diachuk P; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine., Kato H; Center for Research in Radiation, Isotopes, and Earth System Sciences, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, 305-8572, Japan., Onda Y; Center for Research in Radiation, Isotopes, and Earth System Sciences, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, 305-8572, Japan., Kashparov V; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine.
Source: Journal of environmental radioactivity [J Environ Radioact] 2026 Jan; Vol. 291, pp. 107839. Date of Electronic Publication: 2025 Oct 17.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 8508119 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-1700 (Electronic) Linking ISSN: 0265931X NLM ISO Abbreviation: J Environ Radioact Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Estimation of <superscript>90</superscript>Sr and <superscript>137</superscript>Cs activity concentrations in Chornobyl wood: significance of factors and classical vs. machine learning methods.
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  Data: <searchLink fieldCode="AU" term="%22Holiaka+D%22">Holiaka D</searchLink>; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine. Electronic address: holiaka@nubip.edu.ua.<br /><searchLink fieldCode="AU" term="%22Igarashi+Y%22">Igarashi Y</searchLink>; Center for Research in Radiation, Isotopes, and Earth System Sciences, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, 305-8572, Japan.<br /><searchLink fieldCode="AU" term="%22Yoschenko+V%22">Yoschenko V</searchLink>; Institute of Environmental Radioactivity at Fukushima University, 1 Kanayagawa, Fukushima, Fukushima Prefecture, 960-1296, Japan.<br /><searchLink fieldCode="AU" term="%22Zadorozhniuk+R%22">Zadorozhniuk R</searchLink>; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine.<br /><searchLink fieldCode="AU" term="%22Levchuk+S%22">Levchuk S</searchLink>; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine.<br /><searchLink fieldCode="AU" term="%22Holiaka+M%22">Holiaka M</searchLink>; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine.<br /><searchLink fieldCode="AU" term="%22Kiva+O%22">Kiva O</searchLink>; Institute of Mathematics of the NAS of Ukraine, Tereschenkivska str. 3, Kyiv-4, 01024, Ukraine.<br /><searchLink fieldCode="AU" term="%22Smith+JT%22">Smith JT</searchLink>; School of the Environment and Life Sciences, University of Portsmouth, Burnaby Building, Portsmouth, PO1 3QL, UK.<br /><searchLink fieldCode="AU" term="%22Oughton+DH%22">Oughton DH</searchLink>; Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, N-1432 Ås, Norway.<br /><searchLink fieldCode="AU" term="%22Morozova+V%22">Morozova V</searchLink>; Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, N-1432 Ås, Norway.<br /><searchLink fieldCode="AU" term="%22Lesnik+O%22">Lesnik O</searchLink>; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine.<br /><searchLink fieldCode="AU" term="%22Chyzhevskyi+I%22">Chyzhevskyi I</searchLink>; State Specialized Enterprise 'Ecocentre' of the State Agency of Ukraine on Exclusion Zone Management, Shkilna str. 6, Chornobyl, Kyiv Region, 07270, Ukraine.<br /><searchLink fieldCode="AU" term="%22Diachuk+P%22">Diachuk P</searchLink>; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine.<br /><searchLink fieldCode="AU" term="%22Kato+H%22">Kato H</searchLink>; Center for Research in Radiation, Isotopes, and Earth System Sciences, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, 305-8572, Japan.<br /><searchLink fieldCode="AU" term="%22Onda+Y%22">Onda Y</searchLink>; Center for Research in Radiation, Isotopes, and Earth System Sciences, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, 305-8572, Japan.<br /><searchLink fieldCode="AU" term="%22Kashparov+V%22">Kashparov V</searchLink>; Ukrainian Institute of Agricultural Radiology of the National University of Life and Environmental Sciences of Ukraine, Mashinobudivnykiv str. 7, Chabany, Kyiv region, 08162, Ukraine.
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        Text: English
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