Data from Suraci et al. 2025. Ecological Applications

Datasets and spatial model outputs resulting from the following publication:Suraci JP, LM Lacey, PT Freeman, A Stratton, C Kupar, K Sager-Fradkin, D Bergman, B Ackerman, KA Phillips, S Murphie, C Sullivan, LM Elbroch (2025) Puma habitat preferences when moving and feeding predict the potential for human-carnivore conflict in shared landscapes. Ecological Applications.CONTENTS - For each entry below, a zip file is provided containing the relevant dataset(s) and a README.txt file describing each datasetMovement iSSA - Data used in the analysis of puma habitat selection while moving using integrated step selection models.Feeding RSF - Data used in the analysis of puma habitat selection while feeding using resource selection function models.Selection Model Predictions - The geoTiff raster datasets included here constitute spatial predictions from the top movement (integrated step selection analysis) and feeding (resource selection function) models described in the above publication.Conflict Analysis - The datasets included here were used in the analysis of the association between puma habitat selection and the occurrence of puma-human conflict events reported to Washington Department of Fish and Wildlife.Associated code for this publication is available at https://github.com/csp-inc/suraci-etal-2025-ecolappsPAPER ABSTRACT:Large carnivore persistence in an increasingly human-dominated world requires co-existence between carnivores and people on shared landscapes. Yet sharing space with carnivores presents challenges, including maintaining sufficient habitat to allow carnivores to satisfy life history needs (e.g., hunting, dispersal, territory establishment) while avoiding conflict with people. To understand the drivers of carnivore habitat use and conflict in shared landscapes, we quantified puma (Puma concolor) habitat selection while moving and while feeding on native prey across a mosaic of developed areas, working landscapes, and wildlands on the Olympic Peninsula, Washington, USA. We fit resource selection models to movement data from GPS collars and to kill site locations for pumas across four age-sex classes: male and female adults and dispersers. We then quantified the association between habitat preferences for each behavioral state (moving and feeding) and the spatial distribution of puma-human interactions reported to state wildlife authorities. Across age-sex classes, puma habitat selection was more strongly influenced by human land uses when moving than when feeding, with adult females being the only age-sex class to exhibit avoidance of development and agriculture when feeding. Correspondingly, areas categorized as highly suitable for feeding but unsuitable for movement tended to have substantially greater amounts of developed and agricultural land than areas considered suitable for both behaviors. Analysis of puma-human interactions revealed that habitat preferences when feeding were strongly associated with the probability of both domestic animal depredations and sightings of pumas by people across most puma age-sex classes (except adult females). By contrast, habitat selection when moving was negatively associated with depredations and sightings for all pumas. These findings suggest that pumas are encountering livestock, pets, and people opportunistically in areas that are otherwise highly suitable for hunting native prey, but that sensitivity to human disturbance when moving across the landscape leads to limited opportunity for conflict when engaged in this behavior. We leveraged these findings to identify important multifunctional habitat across our study area (i.e., places that will support both moving and feeding) and to explore pathways towards stable puma-human coexistence based on achievable changes to human behavior that minimize conflict opportunities.