基于MaxEnt模型的我国布渣叶生境适宜性评价

Habitat suitability evaluation of Microcos paniculata L. in China based on MaxEnt model

  • 摘要: 【目的】通过MaxEnt模型与GIS空间分析系统解析我国布渣叶适生区的时空演变特征及其气候适应性,明确关键气候因子对布渣叶分布格局的驱动机制,为构建南药种质资源保护区及人工栽培基地选址提供科学依据。【方法】基于237个分布位点和38个环境因子,采用MaxEnt模型与GIS空间分析相结合,并通过贡献率分析和刀切法检验综合评估各环境因子对我国布渣叶适生区分布的影响;基于SDMTools模块的空间分析重建末次盛冰期(LGM)至当代的布渣叶适生区演变过程,并预测低浓度温室气体排放情景(SSP126)和高浓度温室气体排放情景(SSP585)下未来分布格局变化,进而评估其保护现状。【结果】年平均气温(Bio1)、最干季降水量(Bio17)、最湿季平均温度(Bio8)和最湿季降水量(Bio16)是影响我国布渣叶地理分布的关键环境因子,其中,温度因子的累计贡献率为68.2%,降水因子则呈明显的协同调控效应。当代气候条件下,我国布渣叶潜在适生区总面积达36.03×104 km2,适生区核心集中在岭南地区。由LGM时期至当代,我国布渣叶潜在适生区呈现出向热带气候区收缩的分布格局,适生区总面积收缩9.94%,适生区质心持续向东南迁移206.019 km。在未来SSP126情景下,我国布渣叶潜在适生区质心总体上呈向西北迁移的态势,迁移轨迹为东南→西北→西北→西北;在未来SSP585情景下,我国布渣叶潜在适生区质心主要向东北迁移,迁移轨迹为西北→西南→东北→东南。【结论】当代气候条件下,我国布渣叶适生区主要分布在岭南地区,分布格局与东亚季风区的水热条件有关,其中温度因子和降水特征共同主导布渣叶的空间分布格局;在未来气候情景下,布渣叶潜在适生区的后期扩张速率减缓甚至出现负增长,且存在向西北迁移的潜在趋势。因此,今后应重点加强岭南核心分布区的保护管理,同时在西北迁移区构建生态廊道,以应对气候变化导致的生境迁移。

     

    Abstract: 【Objective】This study aimed to elucidate spatiotemporal revolution characteristics and climate adaptability of habitats of Microcos paniculata L. in China using MaxEnt model and GIS spatial analysis to clarify the driving mechanism of key climate factors on Microcos paniculata L. distribution, thereby providing scientific basis for establishing conservation regions of germplasm resources of southern Chinese medicinal plants and site selecting for artificial cultivation base.【Method】Based on 237 distribution sites and 38 environmental factors, the combined application of MaxEnt model and GIS spatial analysis, along with contribution rate analysis and jackknife test, were employed to evaluate the effects of environmental factors on habitats of Microcos paniculata L. in China. Based on spatial analysis using the SDM-Tools module, the habitat revolution of Microcos paniculata L. from the last glacial maximum (LGM) to current, and the future distribution patterns under the low concentration greenhouse gas emission scenario (SSP126) and high concentration greenhouse gas emission scenario (SSP585) were predicted for further evaluating the conservation status.【Result】The key environmental factors affecting habitats of Microcos paniculata L. in China were identified as annual mean temperature (Bio1), precipitation of driest quarter (Bio17), mean temperature of wettest quarter (Bio8), and precipitation of wettest quarter (Bio16), among which the temperature factor showed a cumulative contribution rate of 68.2%, and the precipitation factor exhibited an obvious synergistic regulatory effect. Under the current climate conditions, the total potential habitat area reached 36.03×104 km2, with its core region concentrating in the Lingnan region. From the LGM to the current, habitats of Microcos paniculata L. in China exhibited a distribution pattern of contraction toward tropical climate zones, with the centroid shifting 206.19 km southeast. Under the future SSP126 scenario, the centroid of habitats of Microcos paniculata L. in China shifted northwest, as the pathway was southeast → northwest → northwest → northwest; under the future SSP585 scenario, the centroid of habitats of Microcos paniculata L. in China shifted northeast, as the pathway was northwest → southwest → northeast → southeast.【Conclusion】Under the current climate conditions, habitats of Microcos paniculata L. in China are distributed mainly in the Lingnan region, and the distribution pattern is related to hydrothermal conditions, among which the temperature factor and precipitation characteristics jointly drive the spatial distribution pattern of Microcos paniculata L. Under the future climate conditions, potential habitats of Microcos paniculata L. show a decline in expansion rate and even negative growth in a later period, with a tendency to shift northwest.Therefore, priority should be given to strengthening the protection and management of the core distribution area in the Lingnan region, while ecological corridors should be constructed in the northwestern migration zone to address habitat shifts induced by climate change.

     

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