气候变化下南药益智在我国的潜在适生区预测

Prediction of potential suitable habitats of the southern medicinal herb Alpinia oxyphylla Miq. in China under climate change

  • 摘要:目的】预测益智在我国的潜在适生区,并明确气候变化与益智分布的相关性,为其人工栽培引种及开发利用提供理论依据。【方法】基于益智的62个分布点位和19个环境因子,利用最大熵模型(MaxEnt)预测当前及未来(2050s和2090s)不同气候变化情景(SSP1-2.6和SSP5-8.5)下的益智潜在适生区,通过与土地利用类型叠加分析计算实际适生区面积,基于环境因子的贡献率及其响应关系曲线筛选出关键环境因子,再根据适生区的面积变化及其质心迁移情况判断未来气候变化背景下益智潜在适生区的变化趋势。【结果】当前我国益智的适生区总面积为37.59×104 km2,主要分布在广东、广西、海南、福建、台湾和云南,其中低适生区面积为24.67×104 km2、中适生区面积为10.09×104 km2、高适生区面积为2.83×104 km2。与土地利用类型为有林地及灌木林的地理图层进行叠加分析,得知益智的实际适生区面积为21.56×104 km2。影响益智生长的4个关键环境因子按贡献率排序为最冷月最低气温(73.5%)>最干月降水量(9.7%)>年降水量(6.2%)>平均气温日较差(4.0%),以最冷月最低气温为主导环境因子。在SSP1-2.6情景下,益智适生区面积整体上呈扩张趋势;在SSP5-8.5情景下,至2090s时益智的低适生区面积虽然保持增长态势,但其中、高适生区面积急剧萎缩,致使适生区总面积呈下降趋势。此外,在SSP1-2.6情景下,我国益智适生区质心的东西方向迁移不明显,但呈持续向北迁移的趋势;在SSP5-8.5情景下,我国益智适生区质心迅速向西迁移,随后在经度上保持相对稳定,纬度上则呈持续向北迁移的趋势。【结论】在未来气候变化情景下,我国益智适生区的分布趋势及其面积变化将呈现不同的响应方式。广东和广西的益智适生区面积在低辐射强迫情景下保持增长,但在高辐射强迫情景下严重萎缩,需加强气象监测和人工干预,并适时考虑更换作物品种;福建、云南和贵州的益智适生区面积将持续增长,在新增适生区进行引种栽培前需开展种植试验,同时考虑经济性及可行性;海南和台湾的益智适生区面积相对稳定,但需警惕气候变化影响其适生区等级下降,需结合环境因子及气象监测结果,适时采取人工干预措施以保证药材品质。

     

    Abstract:Objective】This study aimed to predict the potential suitable habitats of Alpinia oxyphylla Miq. in China, clarify the correlation between climate change and its distribution, thereby providing a theoretical basis for its artificial cultivation, introduction, development, and utilization.【Method】Based on the 62 distribution points of Alpinia oxyphylla Miq. and 19 environmental factors, the maximum entropy model (MaxEnt) was used to predict its potential suitable habitats under current and future (2050s and 2090s) climate change scenarios (SSP1-2.6 and SSP5-8.5). The actual suitable habitats were calculated through overlay analysis with land use types. Key environmental factors were screened based on their contribution rates and response curves. Based on changes in suitable habitat area and centroid migration, the chan-ging trends in potential suitable habitats of Alpinia oxyphylla Miq. under future climate change were determined.【Result】The current total suitable habitats of Alpinia oxyphylla Miq. in China was 37.59 × 104 km2, mainly distributed in Guangdong, Guangxi, Hainan, Fujian, Taiwan, and Yunnan. The area of lowly suitable habitat was 24.67 × 104 km2, the area of moderately suitable habitat was 10.09 × 104 km2, and the area of highly suitable habitat was 2.83 × 104 km2 respectively. Overlay analysis was performed on geographical layers of forestland and shrubland, which showed that the actual suitable habitats of Alpinia oxyphylla Miq. was 21.56 × 104 km2. The four key environmental factors affecting the growth of Alpinia oxyphylla Miq. was in the order of contribution rate as minimum temperature of coldest month (73.5%) > precipitation of driest month (9.7%) > annual precipitation (6.2%) > mean diurnal temperature range (4.0%), with minimum temperature of coldest month being the dominant environmental factor. Under the SSP1-2.6 scenario, the suitable habitats of Alpinia oxyphylla Miq. generally showed an overall expanding trend. Under the SSP5-8.5 scenario, although the lowly suitable habitats continued to increase by the 2090s, the moderately and highly suitable habitats shrank sharply, resulting in a declining trend in the total suitable habitats. In addition, under the SSP1-2.6 scenario, the centroid of the suitable habitats of Alpinia oxyphylla Miq. in China showed no obvious east-west migration but exhibited a continuous northward migration trend. Under the SSP5-8.5 scenario, the centroid of suitable habitats rapidly migrated westward and then remained relatively stable in longitude, while continuously migrating northward in latitude.【Conclusion】Under future climate change scenarios, the distribution trends and area changes of suitable habitats of Alpinia oxyphylla Miq. in China will show different response patterns. The suitable habitats of Alpinia oxyphylla Miq. in Guangdong and Guangxi will continue to increase under the low radiative forcing scenario but shrink severely under the high radiative forcing scenario. Therefore, meteorological monitoring and artificial intervention should be strengthened, and changes in crop varieties should be considered in a timely manner. The suitable habitats of Alpinia oxyphylla Miq. in Fujian, Yunnan, and Guizhou will continue to increase. Planting trials should be conducted before introduction and cultivation in newly suitable habitats, while economic viability and feasibility should also be considered. The suitable habitats of Alpinia oxyphylla Miq. in Hainan and Taiwan remain relatively stable, but attention should be paid to the decline in suitable habitat levels caused by climate change. Artificial intervention measures should be taken in a timely manner based on environmental factors and meteorological monitoring results to ensure the quality of medicinal materials.

     

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