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Modeling the effects of urban park 3D environmental features on bird diversity with interpretable machine learning:A case study of Harbin,northeastern China

Chenyang Ding Jiaqi Cai Yuandong Hu Yuxuan Liang

鸟类学研究（英文版）2025，Vol.16Issue(4)：579-589,11.

鸟类学研究（英文版）2025，Vol.16Issue(4)：579-589,11.DOI:10.1016/j.avrs.2025.100304

Modeling the effects of urban park 3D environmental features on bird diversity with interpretable machine learning:A case study of Harbin,northeastern China

Chenyang Ding ¹Jiaqi Cai ¹Yuandong Hu ²Yuxuan Liang¹

作者信息

1. College of Horticulture and Landscape Architecture,Northeast Agricultural University,Harbin,150031,China
2. School of Landscape Architecture,Northeast Forestry University,Harbin,150040,China||Key Laboratory of Germplasm Resources Development and Landscape Ecological Restoration of Cold Landscape Plants in Heilongjiang Province,Harbin,150040,China||Institute of Ecological Science and Engineering in Arid and Semi-arid Areas,Xi'an University of Architecture and Technology,Xi'an,710055,China
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摘要

关键词

Bird diversity/Machine learning/Urban parks/3D environmental features

Key words

Bird diversity/Machine learning/Urban parks/3D environmental features

引用本文复制引用

Chenyang Ding,Jiaqi Cai,Yuandong Hu,Yuxuan Liang..Modeling the effects of urban park 3D environmental features on bird diversity with interpretable machine learning:A case study of Harbin,northeastern China[J].鸟类学研究（英文版）,2025,16(4):579-589,11.

基金项目

This work was supported by Natural Science Foundation of Hei-longjiang Province of China[Grant number LH2023E007]. （）

鸟类学研究（英文版）

ISSN：2055-6187

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