TY - JOUR A1 - Gurarie, Eliezer A1 - Bracis, Chloe A1 - Brilliantova, Angelina A1 - Kojola, Ilpo A1 - Suutarinen, Johanna A1 - Ovaskainen, Otso A1 - Potluri, Sriya A1 - Fagan, William F. T1 - Spatial memory drives foraging strategies of wolves, but in highly individual ways T2 - Frontiers in ecology and evolution N2 - The ability of wild animals to navigate and survive in complex and dynamic environments depends on their ability to store relevant information and place it in a spatial context. Despite the centrality of spatial memory, and given our increasing ability to observe animal movements in the wild, it is perhaps surprising how difficult it is to demonstrate spatial memory empirically. We present a cognitive analysis of movements of several wolves (Canis lupus) in Finland during a summer period of intensive hunting and den-centered pup-rearing. We tracked several wolves in the field by visiting nearly all GPS locations outside the den, allowing us to identify the species, location and timing of nearly all prey killed. We then developed a model that assigns a spatially explicit value based on memory of predation success and territorial marking. The framework allows for estimation of multiple cognitive parameters, including temporal and spatial scales of memory. For most wolves, fitted memory-based models outperformed null models by 20 to 50% at predicting locations where wolves chose to forage. However, there was a high amount of individual variability among wolves in strength and even direction of responses to experiences. Some wolves tended to return to locations with recent predation success—following a strategy of foraging site fidelity—while others appeared to prefer a site switching strategy. These differences are possibly explained by variability in pack sizes, numbers of pups, and features of the territories. Our analysis points toward concrete strategies for incorporating spatial memory in the study of animal movements while providing nuanced insights into the behavioral strategies of individual predators. KW - discrete choice modeling KW - wolf KW - movement KW - predation KW - boundary patrolling KW - central place foraging KW - foraging site fidelity KW - foraging site switching Y1 - 2022 UR - http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/62067 UR - https://nbn-resolving.org/urn:nbn:de:hebis:30:3-620674 SN - 2296-701X N1 - Funding: NSF ; DBI1915347 N1 - Funding: Academy of Finland ; 309581 N1 - Funding: Research Council of Norway ; 223257 N1 - Funding: European Research Council (ERC) ; 856506 VL - 10 IS - art. 768478 SP - 1 EP - 16 PB - Frontiers Media CY - Lausanne ER -