The diel niche of brown bears: constraints on adaptive capacity in human-modified landscapes
Data files
Jul 08, 2025 version files 58.69 MB
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dataset.csv
58.69 MB
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README.md
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Abstract
Diel activity rhythms, representing the behavioral pattern of the sleep-wake cycle, may be adjusted by wildlife in response to changes in environmental conditions. An increase in nocturnality is typically recognized as an adaptive strategy to segregate from humans and mitigate heat stress. Numerous studies have investigated spatial patterns and habitat use of large carnivores in human-modified landscapes, but little research has examined their activity rhythms. We compiled Global Positioning System data (2004–2022) for 139 brown bears (Ursus arctos) from 6 populations across Europe, representing a human-modified landscape, and the Greater Yellowstone Ecosystem, U.S.A., representing a landscape with limited human impact, which we used to calculate hourly movement rates as an activity proxy. Using a Bayesian approach to model the temporal autocorrelation of activity data, we tested if the extent of nocturnality in brown bears is modulated by the intensity of human encroachment, accounting for primary productivity and maximum ambient temperature. All bear populations exhibited a predominantly bimodal, crepuscular pattern of activity, although Yellowstone bears were proportionally more crepuscular and diurnal. Whereas the effect of primary productivity was variable, all European populations became more nocturnal in response to higher human encroachment and reduced diurnal and crepuscular activity at higher summer temperatures, decreasing overall diel activity levels. Yellowstone bears displayed the greatest shift towards nocturnality among all populations in response to increasing human encroachment, and increased nocturnal activity to compensate for lower diurnal and crepuscular activity at higher summer temperatures. Our research indicates that European bears in human-modified landscapes may be reaching a limit in the behavioral plasticity they can manifest in their activity patterns, being already constrained into increased nocturnality. Our findings enhance the understanding of brown bears adaptive capacity to accommodate future changes, such as urbanization and increasing temperatures, to the ecosystems they inhabit.
Dataset DOI: 10.5061/dryad.d51c5b0fd
Description of the data and file structure
We compiled Global Positioning System (GPS) data from six brown bear populations (i.e., Apennine, Karelian, Scandinavian, Yellowstone, and Dinaric Pindos bears from Croatia and Serbia), spanning 11 countries. Scandinavian and Karelian bears were included to represent bears residing in landscapes featuring relatively low human development, but experiencing intense hunting practices. The other European bear populations were chosen along a latitudinal gradient, different management systems, and ecological conditions, including bears from Croatia, Serbia, and central Italy. European bear populations were contrasted with bears in Yellowstone, which represent a protected population living in a largely unaltered environment. Overall, the final dataset comprised 379,676 GPS locations collected from 139 bears, for an equivalent of 235 bear-years, from 2004–2022. None of the individuals were collared in response to human-bear conflicts, as activity patterns of these bears may reflect human-related bear behaviors (e.g., habituation, food-conditioning).
Files and variables
File: dataset.csv
Description: This is the dataset we used for analyses in the corresponding article. We used hourly movement rates as the response variable in our models, and GHM, maximum temperature, and NDVI as independent variables. Missing values, when present, are indicated with "NA". Please see the corresponding article for details on how each variable was obtained.
Variables
- id: unique bear ID
- Sex: 1=female, 2=male
- age: 1=subadult (3/4 years old), 2=adult (>= 5 years old)
- movem_60: movement rate (km/h)
- timestamp: date and time of fix registration
- season: 1=spring, 2=summer, 3=fall
- reprod: 1=lone female, 2=male, 3=female accompanied by young
- move_status: indicates if the bear is a resident or migrant
- cor_hour: rounded hour from timestamp
- altitude_dg: altitude of the Sun on the horizon (degrees)
- t_period: classification of the diel period based on Sun altitude
- index: global human modification of terrestrial systems (GHM) index
- tmx: maximum daily ambient temperature (°C)
- dayle: day length (hours)
- study: bear population 1=Apennine, 2=Dinaric Pindos (Croatia), 3=Dinaric Pindos (Serbia), 4=Scandinavian, 5=Karelian, 6=Yellowstone
- year: numeric value representing the year nested in the population
- ndvi: Normalized Difference Vegetation Index (NDVI)