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Impacts of physiological characteristics and human activities on the species distribution models of orchids taking the Hengduan Mountains as a case
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  • xueman wang,
  • Pei-Hao Peng,
  • Mao-Yang Bai,
  • Wen-Qian Bai,
  • Shi-Qi Zhang,
  • Yu Feng,
  • Juan Wang,
  • Ying Tang
xueman wang
Chengdu University of Technology
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Pei-Hao Peng
Chengdu University of Technology

Corresponding Author:[email protected]

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Mao-Yang Bai
Chengdu Institute of Technology
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Wen-Qian Bai
Chengdu University of Technology
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Shi-Qi Zhang
Chengdu University of Technology
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Yu Feng
Chengdu University of Technology
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Juan Wang
Chengdu University of Technology
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Ying Tang
Chengdu University of Technology
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Abstract

The biogeography research of orchids through species distribution models (SDMs), a vital tool in the biogeography field, is critical to understanding the fundamental geographic distribution patterns and identifying conservation priorities. The correspondence between species occurrence and environmental information is crucial to the model’s performance. However, ecological preferences unique to different orchid species, such as their life forms, are often overlooked during the modeling process. This oversight can introduce bias and increase model uncertainty. Additionally, human activities, as an important potential predictor, have not been quantified in any orchid SDMs. Taking the Hengduan Mountains as an example, we preprocessed all orchid species’ occurrences based on physiological characteristics. Choosing five spatial factors related to human activities to quantify the interference and enter into models as HI factor. Using different modeling methods (GLM, MaxEnt, and RF) and evaluation indices (AUC, TSS, and Kappa), diverse modeling strategies have been constructed in the study. A double-ranking method has been adopted to select the critical orchid distribution regions. The results showed that classification models based on physiological characteristics significantly improved the model’s accuracy while adding the HI factor had the same effect but the absence of enough significance. Suitability maps indicated that highly heterogeneous mountainous areas were vital for the distribution of orchids in the Hengduan Mountains. Different distribution patterns and critical regions existed between various orchid life forms geographically - terrestrial orchids were dominant in the mountain, and mycoherterophical orchids were primarily located in the north, more influenced by vegetation and temperature. Critical regions of epiphytic orchids were in the south due to a greater dependence on precipitation and temperature. These studies are informative for understanding the orchids’ geographic distribution patterns in the Hengduan Mountains, promoting conservation, and providing references for similar research beyond orchids.
20 Apr 2023Submitted to Ecology and Evolution
21 Apr 2023Submission Checks Completed
21 Apr 2023Assigned to Editor
02 May 2023Reviewer(s) Assigned
22 Jun 2023Review(s) Completed, Editorial Evaluation Pending
26 Jul 2023Editorial Decision: Revise Minor
05 Sep 20231st Revision Received
07 Sep 2023Submission Checks Completed
07 Sep 2023Assigned to Editor
07 Sep 2023Review(s) Completed, Editorial Evaluation Pending
14 Sep 2023Editorial Decision: Accept