Project/Area Number |
22KJ1856
|
Project/Area Number (Other) |
22J14358 (2022)
|
Research Category |
Grant-in-Aid for JSPS Fellows
|
Allocation Type | Multi-year Fund (2023) Single-year Grants (2022) |
Section | 国内 |
Review Section |
Basic Section 04020:Human geography-related
|
Research Institution | Kyoto University |
Principal Investigator |
Estacio Ian 京都大学, 地球環境学舎, 特別研究員(DC2)
|
Project Period (FY) |
2023-03-08 – 2024-03-31
|
Project Status |
Discontinued (Fiscal Year 2023)
|
Budget Amount *help |
¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 2023: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2022: ¥900,000 (Direct Cost: ¥900,000)
|
Keywords | Agricultural abandonment / Socio-ecological systems / Regression modeling / Agent-based modeling / World heritage site / GIS / Land cover change / Land-use simulation / Social-ecological system / Agent-based model / Statistical model / Logistic regression |
Outline of Research at the Start |
The outline of the research revolves around the utilization of agent-based modeling to propose a modeling framework for simulating the feedback between land cover change and human actions. Research synthesis based on gathered results will also be utilized to propose the framework.
|
Outline of Annual Research Achievements |
The research project has three main achievements.
First, a statistical model was developed that identifies the spatial and non-spatial drivers of land use/land cover change. This model was published in the International Journal of Applied Earth Observation and Geoinformation. Second, an agent-based model was developed that simulates the impacts of policies on agricultural lands. Simulations showed that the provision of aid in restoring eroded terraces is most effective in mitigating agricultural abandonment. Lastly, a modeling framework called ATLEA was developed for simulating the feedback loop between land use changes and non-spatial actors in a socio-ecological system. The ATLEA framework has been accepted for publication in the Springer Proceedings in Earth and Environmental Sciences.
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