Integrating Temporal and Spatial Dimensions of Alpine Adaptation: Camera‐Trap Insights on Bharal ( Pseudois nayaur ) in Giant Panda National Park
Rumei Zhang, Chen Yang, Ding Zhao, Dehong Pang, Weichao Zheng, Tianpei Guan, Zhuo Tang

TL;DR
This study shows how bharal adjust their activity and habitat use in response to seasonal changes in a high-altitude national park.
Contribution
The study introduces an integrated approach combining camera-trap and satellite data to analyze spatiotemporal adaptations in alpine ungulates.
Findings
Bharal activity intensity dropped by 66% in winter compared to summer.
The bharal's altitudinal range narrowed by 73% in winter, with a significant decrease in vegetation quality.
The species uses a dual-phase strategy of expanding activity and range in summer and contracting in winter to conserve energy.
Abstract
Alpine ungulates exemplify climate vulnerability through their spatiotemporal adaptation strategies, yet integrated analyses of these dimensions remain scarce. Here, we investigated how bharal ( Pseudois nayaur ) in Giant Panda National Park adjusts both time‐activity budgets and spatial distributions under extreme seasonal conditions. We deployed a network of 50 infrared cameras along altitudinal transects (3300–4500 m) during summer and winter. We extracted the Normalized Difference Vegetation Index (NDVI) from satellite imagery for each camera site and calculated the Relative Abundance Index (RAI) to quantify activity intensity and assess its seasonal variation. Our results revealed two key adaptations. (i) Temporal compression: Activity intensity in winter was reduced by 66% compared to summer (RAI: 0.85 ± 0.04 vs. 0.29 ± 0.21; p < 0.01) and exhibited a weaker diurnal‐nocturnal…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsWildlife Ecology and Conservation · Animal Behavior and Welfare Studies · Species Distribution and Climate Change
