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Ecosystem Services
The Prototype Digital Twin (pDT) for Recreation and Biodiversity Cultural Ecosystem Services is intended to quantify and manage the cultural ecosystem services provided by landscapes. Cultural ecosystem services encompass non-material benefits people obtain from ecosystems, such as recreation, tourism, intellectual development, spiritual enrichment, and aesthetic experiences. Biodiversity is central to these services as it enhances human experiences and connects people to nature. This prototype digital twin integrates models to assess both the physical landscape's recreational potential and the biodiversity component, offering dynamic insights into how these services are accessed, used and importantly how they can be managed sustainably.
Cultural ecosystem services are essential for human well-being, yet they are often less researched and inadequately integrated into land-use planning and policy decisions. With increasing environmental changes and pressures on natural landscapes, it is crucial to understand how these changes impact cultural ecosystem services. This is especially true for biodiversity, which plays a key role in supporting cultural services like recreation and tourism. The challenge lies in developing a comprehensive tool that can model these complex interactions and provide actionable insights for both recreational users and land managers.
The Recreation and Biodiversity Cultural Ecosystem Services pDT addresses this challenge by integrating two core modelling components: a recreation potential model to quantify the cultural services provided by physical landscapes and species distribution models (SDMs) to assess the biodiversity component. The pDT leverages advanced modelling techniques to create a dynamic representation of cultural ecosystem services, allowing stakeholders to understand and predict the impacts of environmental changes and management decisions on these services.
Ecosystem Services and Digital Twin Models
Modelling and Data
This pDT's modelling capabilities are built upon two primary models:
1. Recreation Potential Model
This model analyses natural and infrastructure features, such as terrain, land cover, and accessibility, to estimate the suitability of various locations for recreational activities. It creates a recreation potential index that identifies areas with high potential for specific leisure activities based on user preferences, such as 'hard' or 'soft' recreationists.
2. Species Distribution Models (SDMs)
SDMs use species occurrence data and environmental variables to predict the spatial distribution and habitat suitability of different species. These are statistical models implemented in the R programming language and are designed to provide distribution maps for individual species and taxonomic groups. The pDT also incorporates an adaptive sampling approach, directing citizen scientists to areas where more biodiversity data are needed to improve model accuracy.
Who Can Use the pDT?
This pDT features a user-friendly interface built using the R Shiny framework, enabling users to interact with the models and visualise the outputs easily. The interface presents two interactive maps—one for recreation potential and one for biodiversity distributions. Users can explore species distribution predictions, recreation potential for different personas, and identify areas of high cultural ecosystem service value.
This pDT is designed to serve a broad range of users including those who want to explore natural areas and contribute to citizen science programs can use the pDT to personalise their experiences and understand the biodiversity they encounter. In addition Land Managers and Policy-Makers can use the pDT to make informed, evidence-based decisions on managing cultural ecosystem services, balancing conservation efforts with the needs of recreational users.