Tools for integrating planning in land change models
The overall objective of this project is to reduce the technical gap between spatial planning and land change science. Specifically, this project aims to develop tools and methods to translate data and features from strategic spatial planning into inputs for land change models. We focus on two observations: 1) pre-treatment of information from planning is still limited by the heterogeneity of the data and by the way planning intentions are expressed in documents, and 2) current land change models do not sufficiently consider the often limited capability to achieve developments envisioned in the planning documents such as physical change or tenure. The project addresses three main issues: 1) data preparation, 2) quantitative assessment of spatial planning, and 3) testing the tools by integrating planning in a land change model.
Project focus areas
- Extracting information from planning documents. The main goal is to define useful features and information from plans to build spatial inputs for pixel-based land change models.
- Quantitative assessment of the strength of planning. The main goal is to identify the key elements and interactions in strategic planning processes and to develop a questionnaire-based tool of assess the potential strength of the overall planning process.
- Methodological improvement of land change modelling. The main goal is to investigate how the information from planning documents gained in focus area 1 and the quantitative assessment of potential plan-implementation of focus area 2 improve land change models of urban regions.
- Tools and methods and associated technical reports
- Recommendations for a better integration of spatial planning into land change models
Project research methods
- Multi-case study approach.
- Document content analysis.
- Mixed analysis approach (combining analytical hierarchy process and expert interviews)
- Land change modelling
2016 - 2021