Spatiotemporal prediction of alpine wetlands under multi-climate scenarios in the west of Sichuan, China

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Ecology

Main article text

 

Introduction

Materials and methods

Study area

Dataset

Methods

Classified sample

Defining environmental variables

Wetland prediction

Results

Alpine wetland classification

Simulation and validation

Prediction of changes

Discussion

Results evaluation

Limitation

Conclusions

Supplemental Information

2021–2100 Alpine wetland spatial distribution prediction based on the Maxent model (Part1).

DOI: 10.7717/peerj.18586/supp-1

2021–2100 Alpine wetland spatial distribution prediction based on the Maxent model (Part2).

DOI: 10.7717/peerj.18586/supp-2

2021–2100 Alpine wetland spatial distribution prediction based on the BIOCLIM & DOMAIN models.

DOI: 10.7717/peerj.18586/supp-3

2021–2100 Alpine wetland spatial distribution prediction based on the GARPP model.

DOI: 10.7717/peerj.18586/supp-4

Climate observation.

DOI: 10.7717/peerj.18586/supp-5

Additional Information and Declarations

Competing Interests

The authors declare that they have no competing interests.

Author Contributions

Haijun Wang conceived and designed the experiments, performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the article, and approved the final draft.

Xiangdong Kong conceived and designed the experiments, performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the article, and approved the final draft.

Onanong Phewnil analyzed the data, authored or reviewed drafts of the article, and approved the final draft.

Ji Luo analyzed the data, authored or reviewed drafts of the article, and approved the final draft.

Pengju Li analyzed the data, authored or reviewed drafts of the article, and approved the final draft.

Xiyong Chen analyzed the data, authored or reviewed drafts of the article, and approved the final draft.

Tianhui Xie analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the article, and approved the final draft.

Data Availability

The following information was supplied regarding data availability:

The raw data are available in the Supplemental Files.

Funding

This work was supported by the Yangtze River Key Ecological Functional Area Protection Policy Research Center Project (YREPC2024-ZD001), the Southern Sichuan Development Research Institute of the Chengdu-Chongqing Economic Circle Project (CYQCNY20242), the Opening Fund of the Sichuan Key Provincial Research Base of Intelligent Tourism Project (ZHZR23-01, ZHZR24-03), the Social Development and Social Risk Control Research Center Project (SR24A14), the Rural Community Governance Research Center Project (SQZL2024A01), the Agricultural Modernization and Rural Revitalization Research Center Project (AMRR2024001), the Key Laboratory of Digital-Intelligent Management and Ecological Decision Optimization for Liquor in the Upper Yangtze River Region Project (ZDSYS24-05), Western Ecological Civilization Research Center Project (XBST2024-ZC003), and the System Science and Enterprise Development Research Center Project (XQ23B03). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

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