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基于GBIF和WorldClim数据的中国耐旱耐寒物种识别预测框架

Predictive Framework Based on GBIF and WorldClim Data for Identifying Drought- and Cold-Tolerant Species in China.

作者信息

Gou Minxin, Xu Jie, Zhu Haoxiang, Liao Qianwen, Wang Haiyang, Zhou Xinyao, Guo Qiongshuang

机构信息

School of Horticulture and Landscape Architecture, Southwest University, Chongqing 400715, China.

School of Resources and Environment, Southwest University, Chongqing 400715, China.

出版信息

Plants (Basel). 2025 Jun 27;14(13):1966. doi: 10.3390/plants14131966.

DOI:10.3390/plants14131966
PMID:40647975
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12251840/
Abstract

This study developed a preliminary screening framework for identifying candidate species potentially resistant to drought and cold conditions, using open access plant specimens and climate data. Based on 969 specimens, a distribution database was constructed to map 35 species in China. Nonparametric variance analysis revealed significant interspecific differences in precipitation of the driest quarter (PDQ) and minimum temperature of the coldest month (MTCM). Using the updated climatic thresholds, nine candidate species each were identified as having drought resistance (PDQ < 60.5 mm) and cold tolerance (MTCM < 0.925 °C). In conclusion, the proposed method integrates geocoded specimen information with climate data, providing preliminary candidate species for future physiological validation, conservation planning, and further botanical research. However, the primary focus on climate data and lack of consideration of non-climatic factors warrant cautious interpretation of the results and comprehensive investigations for validation of the present study results.

摘要

本研究利用开放获取的植物标本和气候数据,开发了一个初步筛选框架,用于识别可能对干旱和寒冷条件具有抗性的候选物种。基于969个标本,构建了一个分布数据库,以绘制中国35种物种的分布图。非参数方差分析显示,最干旱季度降水量(PDQ)和最冷月最低温度(MTCM)存在显著的种间差异。利用更新后的气候阈值,分别确定了9种具有抗旱性(PDQ < 60.5毫米)和耐寒性(MTCM < 0.925°C)的候选物种。总之,所提出的方法将地理编码的标本信息与气候数据相结合,为未来的生理验证、保护规划和进一步的植物学研究提供了初步的候选物种。然而,主要关注气候数据且未考虑非气候因素,因此对结果的解释需谨慎,并需进行全面调查以验证本研究结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/9264df870afe/plants-14-01966-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/64c5b5a4b402/plants-14-01966-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/68dc277cab50/plants-14-01966-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/7a8c5368fc7a/plants-14-01966-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/d0bf1da87342/plants-14-01966-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/9264df870afe/plants-14-01966-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/64c5b5a4b402/plants-14-01966-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/68dc277cab50/plants-14-01966-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/7a8c5368fc7a/plants-14-01966-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/d0bf1da87342/plants-14-01966-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bba/12251840/9264df870afe/plants-14-01966-g005.jpg

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本文引用的文献

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Trees have overlapping potential niches that extend beyond their realized niches.树木具有重叠的潜在生态位,这些潜在生态位超出了它们已实现的生态位。
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木兰科植物对NaCl胁迫的生长及生理响应
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Increased hydraulic risk in assemblages of woody plant species predicts spatial patterns of drought-induced mortality.木质植物物种组合中水力风险的增加预示着干旱诱发死亡率的空间分布模式。
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