2012 Fiscal Year Final Research Report
Development of Bayesian methods for analyzing environmental data and their application
| Project/Area Number |
20500266
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Statistical science
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| Research Institution | The Institute of Statistical Mathematics |
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Principal Investigator |
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| Project Period (FY) |
2008 – 2012
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| Keywords | 環境統計 / 識別問題 / ベイズ / 発生源解析 / 要因分析 / 生態リスク評価 / 降雨リモートセンシング / 東京湾水質 |
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| Research Abstract |
I have developed Bayesian methods for solving statistical problems in an environmental issue, especially identification problems appearing in source receptor modeling, factorial experiment of the measurement of environmental chemicals, assessment of ecological risk, radar remote sensing of rainfall, and trend analysis of water quality in Tokyo Bay. The methods developed in this research have been applied to actual environmental problems to verify practicality of the methods and to contribute to solve those environmental problems.
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