Does a Time-Lagged Effect Exist Between Landscape Pattern Changes and Giant Panda Density?

Does a Time-Lagged Effect Exist Between Landscape Pattern Changes and Giant Panda Density?

Land use and land cover change (LULCC) can influence giant panda distributions by altering landscape structure and configuration. However, the spatial impacts and potential time lag effects of landscape pattern changes on giant pandas remain underexplored. In this study, we applied a random forest c...

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Bibliographic Details
Main Authors: Qingxia Zhao, Qifeng Zhu, Jiqin Huang, Yueduo Cui, Yutai Liu, Dong Chen, Xuelin Jin
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Land
Subjects:
giant panda
land use and land cover change
landscape pattern
time lag effect
Online Access:https://www.mdpi.com/2073-445X/14/5/1075
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