Abstract

Geodiversity is under threat from both anthropogenic activities and environmental change which therefore requires active management in the form of geoconservation to minimise future damage. As research on the role of geodiversity on ecosystem service (ES) provision has been limited, there is a need to improve our understanding of which aspects are most important to providing ES to better inform approaches to its conservation. Here, we focus on the cultural ES of hiking in Wales, UK. Harnessing big data from the social media website Flickr, we used the locations of geotagged images of hiking and a range of spatial layers representing geodiversity, biodiversity and anthropogenic predictor variables in habitat suitability models. To gain a deeper understanding of the role of geodiversity in driving the distribution of this cultural service, we estimated the strength and nature of the relationship of each geodiversity, biodiversity and anthropogenic indicator with hiking. Our models show that three geodiversity (distance from coast, range in slope and range in elevation) and two anthropogenic (distance from greenspace access point and distance from road) variables were the most important drivers of hiking. Furthermore, we assessed the content of the images to understand which features of geodiversity people interact with while hiking. We found that people generally take images of geomorphological and hydrological features, such as mountains and lakes. Through understanding the geodiversity, biodiversity and anthropogenic drivers of hiking in Wales, as well as identifying the geodiversity features people interact with while hiking, this analysis can help to inform future geoconservation methods by focusing efforts on these important features.

Highlights

  • Model performance varied between model algorithms, with random forest (RF) performing the best based on the kappa statistic, true skill score (TSS) and AUC, while the surface range envelop (SRE) algorithm performed the worst

  • Geodiversity plays an integral role in the delivery of hiking as a CES, both driving the general trends in its distribution as well as the features of nature that people interact with while hiking

  • We have shown that geomorphological features including the range in slope and the range in elevation and hydrological features such as distance to the coast can play an important role in determining the distribution of hiking

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Summary

Introduction

Geodiversity—the diversity of geological structures and processes, including rocks and minerals; geomorphology, including landforms and topography; sediments and soils, including formation processes; and hydrology, including marine, surface and subsurface waters—is underFirst introduced by Sharples (1993), the concept of geoconservation is any action intended to conserve geodiversity features, processes, sites and specimens (Gray 2018).1 3 Vol.:(0123456789) 27 Page 2 of 16Geoheritage (2022) 14:27Geoconservation includes the following: the creation of protected areas such as the UNESCO Global Geoparks Networks; the promotion of education on geodiversity and its conservation; and the in situ management of sites such as the construction of physical barriers to restrict public access (Gray 2008a; Henriques et al 2011). Geodiversity actively contributes, through interactions with biodiversity, people and society, to provisioning services (e.g. food, fibre and fuels), regulating services (e.g. dispersal and dilution of pollutants) and cultural ecosystem services (CES, e.g. aesthetic views) (Fox et al 2020b). Geodiversity can provide services in the absence of any interactions with biodiversity These geosystem services provide a range of goods and benefits for society, including provisioning services (e.g. construction materials and rare-earth metals), regulating services (e.g. the regulation of thermal flows) and cultural services (e.g. religious sites and recreational activities) (Gray 2011; Van Ree and van Beukering 2016; van Ree et al 2017; Fox et al 2020b)

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