Development of optimal management strategies to control mammal populations using spatially explicit models
| Project/Area Number |
25281057
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Partial Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Environmental and ecological symbiosis
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| Research Institution | National Institute for Environmental Studies |
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Principal Investigator |
Yokomizo Hiroyuki 国立研究開発法人国立環境研究所, 環境リスク研究センター, 主任研究員 (30550074)
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| Co-Investigator(Kenkyū-buntansha) |
MIYASHITA Tadashi 東京大学, 農学生命科学研究科, 教授 (50182019)
SUZUKI Maki 東京大学, 新領域創成科学研究科, 准教授 (40396817)
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| Research Collaborator |
ASADA Masahiko 合同会社AMAC
KURIYAMA Takeo 東邦大学, 生命圏環境科学科, 博士研究員
OSADA Yutaka 総合地球環境学研究所, センター研究推進支援員
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| Project Period (FY) |
2013-04-01 – 2016-03-31
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| Project Status |
Completed (Fiscal Year 2015)
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| Budget Amount *help |
¥17,810,000 (Direct Cost: ¥13,700,000、Indirect Cost: ¥4,110,000)
Fiscal Year 2015: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2014: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2013: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
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| Keywords | 哺乳類 / 状態空間モデル / ベイズ推定 / 作物被害 / 最適管理 |
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| Outline of Final Research Achievements |
Overpopulated mammal populations cause damages to ecosystems and agricultural crops in Japan. We need to develop effective management plans under limited hunting resources. When we determine management plans, we have to deal with various uncertainties such as population size, growth rate, dispersal probability and hunting efficiency due to lack of data. We developed statistical models to estimate population sizes, growth rates, and agricultural damage from spatially-sparse survey data. We also developed a spatially explicit models incorporating anisotropic movement in heterogeneous landscape for the management of deer. We derived optimal allocation of hunting efforts to each management unit under uncertainties to minimize agricultural damage caused by deer, wild boars, and raccoons in Chiba prefecture, Japan.
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Report
(4 results)
Research Products
(15 results)
