基于 MaxEnt 模型的气候变化对药用植物 Sophora alopecuroides L. 的生境适宜性和天然产物积累的影响

Plants Pub Date : 2024-05-21 DOI:10.3390/plants13111424
Wenwen Rong, Xiang Huang, Shanchao Hu, Xingxin Zhang, Ping Jiang, Panxin Niu, Jinjuan Su, Mei Wang, Guangming Chu
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引用次数: 0

摘要

槐树(Sophora alopecuroides L.)是我国西北干旱半干旱地区的多年生草本植物,具有防风固沙的生态功能和较高的药用价值。近年来,全球气候变暖和人类活动导致白花蛇舌草适宜生境发生变化,可能影响其天然产物的积累。本研究利用 MaxEnt 3.4 和 ArcGIS 10.4 软件预测了气候变化下中国白头翁潜在适宜生境的分布。此外,还分析了受人类活动影响的白花蛇舌草地理分布、不同适宜生境中白花蛇舌草天然产物含量的差异以及天然产物与环境因素的相关性。结果表明,预计未来白头翁的适宜栖息地将扩大,而主要的环境因素是温度(Bio1)、降雨量(Bio18)和土壤酸碱度(pH)。当 Bio1、Bio18 和 pH 值分别为 8.4283 ℃、7.1968 mm 和 9.9331 时,S. alopecuroides 的分布概率(P)最高。加入人类活动因子后,模型预测结果的准确性有所提高,适宜生境的面积大大缩小,呈现出破碎化的格局。同时,栖息地适宜性对褐马鸡中天然产物的含量也有特定的影响。具体来说,野生栖息地的白头翁天然产物含量高于人工栽培的白头翁天然产物含量,高适宜度栖息地的白头翁天然产物含量高于非高适宜度栖息地的白头翁天然产物含量。总生物碱和总黄酮的含量与人类活动呈正相关,与土地利用类型呈负相关。其中,总生物碱与地势呈负相关,总黄酮与地势呈正相关。此外,该研究还建议将新疆作为中国白花蛇舌草的优先种植区,并在阿拉善地区优先采取保护措施。总之,本研究为确定白花蛇舌草的优先种植区和资源保护提供了重要依据。
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Impacts of Climate Change on the Habitat Suitability and Natural Product Accumulation of the Medicinal Plant Sophora alopecuroides L. Based on the MaxEnt Model
Sophora alopecuroides L., a perennial herb in the arid and semi-arid regions of northwest China, has the ecological functions of windbreaking and sand fixation and high medicinal value. In recent years, global warming and human activities have led to changes in suitable habitats for S. alopecuroides, which may affect the accumulation of natural products. In this study, MaxEnt 3.4 and ArcGIS 10.4 software were used to predict the distribution of potentially suitable habitats for S. alopecuroides in China under climate change. Furthermore, the geographical distribution of S. alopecuroides as affected by human activities, the differences in the content of natural products of S. alopecuroides between different suitable habitats, and the correlation between natural products and environmental factors were analyzed. The results showed that suitable habitats for S. alopecuroides were projected to expand in the future, and the major environmental factors were temperature (Bio1), rainfall (Bio18), and soil pH (pH). When Bio1, Bio18, and pH were 8.4283 °C, 7.1968 mm, and 9.9331, respectively, the distribution probability (P) of S. alopecuroides was the highest. After adding a human activity factor, the accuracy of the model prediction results was improved, and the area of suitable habitats was greatly reduced, showing a fragmented pattern. Meanwhile, habitat suitability had a specific effect on the content of natural products in S. alopecuroides. Specifically, the content of natural products in S. alopecuroides in wild habitats was higher than that in artificial cultivation, and highly suitable habitats showed higher contents than those in non-highly suitable habitats. The contents of total alkaloids and total flavonoids were positively correlated with human activities and negatively correlated with land use types. Among them, total alkaloids were negatively correlated with aspect, and total flavonoids were positively correlated with aspect. In addition, it is suggested that Xinjiang should be the priority planting area for S. alopecuroides in China, and priority should be given to protection measures in the Alashan area. Overall, this study provides an important foundation for the determination of priority planting areas and resource protection for S. alopecuroides.
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