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从当前到未来预测:利用最大熵模型(MaxEnt)模拟气候变化下中国李氏(物种名未明确给出,假设为 L.)栖息地适宜性的变化

From current to future projections: modeling habitat suitability changes for L. in China using MaxEnt under climate change.

作者信息

Xu Jing, Zhao Yanghui, Wang Chuncheng, Yan Yadan, Wen Yafeng

机构信息

College of Landscape Architecture, Central South University of Forestry and Technology, Changsha, Hunan, China.

Hunan Big Data Engineering Technology Research Center of Natural Protected Areas Landscape Resources, Changsha, Hunan, China.

出版信息

Front Plant Sci. 2025 Jun 2;16:1551684. doi: 10.3389/fpls.2025.1551684. eCollection 2025.

Abstract

L. (Malvaceae) is widely cultivated for its ornamental value and diverse applications in food, medicine, and textiles. Despite its extensive use, the key environmental factors and geographic patterns influencing its habitat suitability remain poorly understood. We applied the MaxEnt model to assess the current and projected future distribution of using 185 occurrence records and 20 environmental variables. Results showed that the current suitable habitat area covered 188.81 × 10 km². Temperature and precipitation played a crucial role in shaping the present geographical distribution of populations. Projections indicated that by the 2050s, the total suitable habitat area would expand, with the SSP585 scenario demonstrating the most substantial increase. However, a general decline was expected by the 2070s. The potential distribution, primarily concentrated in Hunan Province, was projected to shift southwestward. Migration patterns and habitat changes were primarily driven by substantial variations in temperature and precipitation. These findings highlight the impact of climate change on the habitat suitability of and offer a scientific basis for determining planting zones and strategies.

摘要

锦葵科的[植物名称未给出]因其观赏价值以及在食品、医药和纺织方面的多种用途而被广泛种植。尽管其应用广泛,但影响其栖息地适宜性的关键环境因素和地理格局仍知之甚少。我们应用最大熵模型(MaxEnt模型),利用185个出现记录和20个环境变量来评估[植物名称未给出]当前和预测的未来分布。结果表明,当前适宜栖息地面积为188.81×10平方千米。温度和降水在塑造[植物名称未给出]种群当前地理分布方面起着关键作用。预测表明,到2050年代,适宜栖息地总面积将扩大,其中共享社会经济路径5-8.5(SSP585)情景下的增长最为显著。然而,预计到2070年代总体面积会下降。潜在分布主要集中在湖南省,预计将向西南方向转移。迁移模式和栖息地变化主要由温度和降水的大幅变化驱动。这些发现凸显了气候变化对[植物名称未给出]栖息地适宜性的影响,并为确定种植区和种植策略提供了科学依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/568f/12171440/4819bd75dd81/fpls-16-1551684-g001.jpg

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