Bias in Discontinuous Elevational Transects for Tracking Species Range Shifts
Shixuan Li,
Jiannan Yao,
Yang Lin,
Siyu Wu,
Zhongjie Yang,
Chao Jin,
Yuhan Zhang,
Zhen Wang,
Jinliang Liu,
Guochun Shen,
Mingjian Yu
Affiliations
Shixuan Li
Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
Jiannan Yao
Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
Yang Lin
College of Life Sciences, Zhejiang University, Hangzhou 310058, China
Siyu Wu
Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
Zhongjie Yang
College of Life Sciences, China Jiliang University, Hangzhou 310018, China
Chao Jin
Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
Yuhan Zhang
College of Life Sciences, Zhejiang University, Hangzhou 310058, China
Zhen Wang
College of Life Sciences, Zhejiang University, Hangzhou 310058, China
Jinliang Liu
College of Life and Environmental Science, Wenzhou University, Wenzhou 325035, China
Guochun Shen
Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
Mingjian Yu
College of Life Sciences, Zhejiang University, Hangzhou 310058, China
Climate change is compelling species to seek refuge at higher elevations and latitudes. While researchers commonly study these migrations using discontinuous elevational transects, this methodology may introduce significant biases into our understanding of species movement. These potential biases could lead to flawed biodiversity conservation policies if left unexamined. To address this concern, we utilized species distribution data from a novel continuous elevational transect to evaluate the accuracy of discontinuous transect methods. Our analysis focused on how quadrat spacing and survey time intervals affect bias in estimating species range shifts. The results were striking: the widely used settings for discontinuous transects failed to detect 7.2% of species, inaccurately estimated shift distances for 78% of species, and produced an overall error rate of 86%. Wider quadrat spacing increased these error rates, while longer survey intervals generally reduced them. Moreover, discontinuous transects consistently underestimated species shift distances, with this underestimation becoming more pronounced over longer survey periods. Our pioneering assessment of bias in discontinuous elevational transects demonstrates that a 50 m quadrat spacing combined with a 60-year survey interval optimizes monitoring species range shifts for conservation planning. This baseline protocol could be further strengthened through supplementary, frequent surveys targeting high-elevation species—a strategic approach that maximizes accuracy while maintaining cost-effectiveness.