{"title":"基于MaxEnt模型的紫菀科7种植物潜在分布预测","authors":"Jinping Qin, Yanlong Wang, Xiaoli Wang, Yuan Ma, Ying Liu, Yushou Ma","doi":"10.1002/ece3.71931","DOIUrl":null,"url":null,"abstract":"<p><i>Aster</i> (Asteraceae) species as one of the traditional Tibetan medicinal plants in China have high useful medicinal and unique ornamental value; the market demand has been gradually increasing. In this study, seven species of <i>Aster</i> were selected from the Qinghai-Tibet Plateau, and the MaxEnt model was used to investigate their potential distribution in China and the changes in their suitable habitat under future climate conditions based on the current survey and distribution data of specimens on the site and six to eight environmental variables. The results showed that temperature and precipitation were important limiting factors affecting the distribution of <i>Aster</i>, and Bio2, Bio3, and Bio10 were common environmental factors influencing the factors of <i>Aster</i> species. Under the current climate, the mainly potential distributed region of the seven <i>Aster</i> species in the Qinghai-Tibet Plateau exists. Under projected future climate scenarios, the suitable habitats of <i>A. asteroides</i> and <i>A. diplostephioides</i> will shrink significantly, while those of <i>A. farreri</i>, <i>A. poliothamnus</i>, <i>A. souliei</i>, <i>A. tongolensis</i>, and <i>A. yunnanensis</i> var. <i>labrangensis</i> will expand accordingly. Environmental factors provide a large gain in predicting the distribution of <i>Aster</i> species. Among the environmental variables, isothermality (Bio3) induced the largest impact on SDM and contained the most useful information for <i>A. diplostephioides</i> (55.9%), <i>A. souliei</i> (41.5%) and <i>A. yunnanensis</i> var. <i>labrangensis</i> (27.1%), while <i>A. tongolensis</i> (27.9%) and <i>A. poliothamnus</i> (26.8%) were more significantly affected by the temperature seasonality (Bio4); <i>A. asteroides</i> (66.3%) and <i>A. farreri</i> (21%) were more significantly affected by the mean temperature of the warmest quarter (Bio10). The study findings suggest that the distribution range of seven species of <i>Aster</i> will be greatly impacted by climate change. This research helps identify the limiting factors affecting the natural distribution and potential suitable areas for <i>Aster</i> species, which can inform conservation efforts, plant introduction, acclimatization, domestication, and cultivation of <i>Aster</i>.</p>","PeriodicalId":11467,"journal":{"name":"Ecology and Evolution","volume":"15 10","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12483838/pdf/","citationCount":"0","resultStr":"{\"title\":\"Prediction of Potential Distribution of Seven Plant Species of Aster (Asteraceae) Based on MaxEnt Model\",\"authors\":\"Jinping Qin, Yanlong Wang, Xiaoli Wang, Yuan Ma, Ying Liu, Yushou Ma\",\"doi\":\"10.1002/ece3.71931\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><i>Aster</i> (Asteraceae) species as one of the traditional Tibetan medicinal plants in China have high useful medicinal and unique ornamental value; the market demand has been gradually increasing. In this study, seven species of <i>Aster</i> were selected from the Qinghai-Tibet Plateau, and the MaxEnt model was used to investigate their potential distribution in China and the changes in their suitable habitat under future climate conditions based on the current survey and distribution data of specimens on the site and six to eight environmental variables. The results showed that temperature and precipitation were important limiting factors affecting the distribution of <i>Aster</i>, and Bio2, Bio3, and Bio10 were common environmental factors influencing the factors of <i>Aster</i> species. Under the current climate, the mainly potential distributed region of the seven <i>Aster</i> species in the Qinghai-Tibet Plateau exists. Under projected future climate scenarios, the suitable habitats of <i>A. asteroides</i> and <i>A. diplostephioides</i> will shrink significantly, while those of <i>A. farreri</i>, <i>A. poliothamnus</i>, <i>A. souliei</i>, <i>A. tongolensis</i>, and <i>A. yunnanensis</i> var. <i>labrangensis</i> will expand accordingly. Environmental factors provide a large gain in predicting the distribution of <i>Aster</i> species. Among the environmental variables, isothermality (Bio3) induced the largest impact on SDM and contained the most useful information for <i>A. diplostephioides</i> (55.9%), <i>A. souliei</i> (41.5%) and <i>A. yunnanensis</i> var. <i>labrangensis</i> (27.1%), while <i>A. tongolensis</i> (27.9%) and <i>A. poliothamnus</i> (26.8%) were more significantly affected by the temperature seasonality (Bio4); <i>A. asteroides</i> (66.3%) and <i>A. farreri</i> (21%) were more significantly affected by the mean temperature of the warmest quarter (Bio10). The study findings suggest that the distribution range of seven species of <i>Aster</i> will be greatly impacted by climate change. This research helps identify the limiting factors affecting the natural distribution and potential suitable areas for <i>Aster</i> species, which can inform conservation efforts, plant introduction, acclimatization, domestication, and cultivation of <i>Aster</i>.</p>\",\"PeriodicalId\":11467,\"journal\":{\"name\":\"Ecology and Evolution\",\"volume\":\"15 10\",\"pages\":\"\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-09-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12483838/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ecology and Evolution\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/ece3.71931\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ecology and Evolution","FirstCategoryId":"99","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ece3.71931","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
结果表明,温度和降水是影响紫菀分布的重要限制因子,Bio2、Bio3和Bio10是影响紫菀分布的常见环境因子。在预测的未来气候情景下,拟南毛犀和拟南毛犀的适宜生境将显著缩小,而拟南毛犀、拟南毛犀、拟南毛犀、铜olensis和云南拟南毛犀的适宜生境将相应扩大。环境因子为预测紫菀的分布提供了很大的帮助。在环境变量中,等温(Bio3)对SDM的影响最大,包含的有用信息最多,分别为:diplostephioides(55.9%)、souliei(41.5%)和yunnanensis var. labrangensis(27.1%),而tongolensis(27.9%)和poliothamnus(26.8%)受温度季节性(Bio4)的影响更显著;最暖季平均温度(Bio10)对沙蚕(66.3%)和沙蚕(21%)的影响最为显著。研究结果表明,7种紫菀的分布范围将受到气候变化的极大影响。该研究有助于确定影响紫菀自然分布的限制因素和潜在的适宜区,为紫菀的保护、引种、驯化和栽培提供依据。
Prediction of Potential Distribution of Seven Plant Species of Aster (Asteraceae) Based on MaxEnt Model
Aster (Asteraceae) species as one of the traditional Tibetan medicinal plants in China have high useful medicinal and unique ornamental value; the market demand has been gradually increasing. In this study, seven species of Aster were selected from the Qinghai-Tibet Plateau, and the MaxEnt model was used to investigate their potential distribution in China and the changes in their suitable habitat under future climate conditions based on the current survey and distribution data of specimens on the site and six to eight environmental variables. The results showed that temperature and precipitation were important limiting factors affecting the distribution of Aster, and Bio2, Bio3, and Bio10 were common environmental factors influencing the factors of Aster species. Under the current climate, the mainly potential distributed region of the seven Aster species in the Qinghai-Tibet Plateau exists. Under projected future climate scenarios, the suitable habitats of A. asteroides and A. diplostephioides will shrink significantly, while those of A. farreri, A. poliothamnus, A. souliei, A. tongolensis, and A. yunnanensis var. labrangensis will expand accordingly. Environmental factors provide a large gain in predicting the distribution of Aster species. Among the environmental variables, isothermality (Bio3) induced the largest impact on SDM and contained the most useful information for A. diplostephioides (55.9%), A. souliei (41.5%) and A. yunnanensis var. labrangensis (27.1%), while A. tongolensis (27.9%) and A. poliothamnus (26.8%) were more significantly affected by the temperature seasonality (Bio4); A. asteroides (66.3%) and A. farreri (21%) were more significantly affected by the mean temperature of the warmest quarter (Bio10). The study findings suggest that the distribution range of seven species of Aster will be greatly impacted by climate change. This research helps identify the limiting factors affecting the natural distribution and potential suitable areas for Aster species, which can inform conservation efforts, plant introduction, acclimatization, domestication, and cultivation of Aster.
期刊介绍:
Ecology and Evolution is the peer reviewed journal for rapid dissemination of research in all areas of ecology, evolution and conservation science. The journal gives priority to quality research reports, theoretical or empirical, that develop our understanding of organisms and their diversity, interactions between them, and the natural environment.
Ecology and Evolution gives prompt and equal consideration to papers reporting theoretical, experimental, applied and descriptive work in terrestrial and aquatic environments. The journal will consider submissions across taxa in areas including but not limited to micro and macro ecological and evolutionary processes, characteristics of and interactions between individuals, populations, communities and the environment, physiological responses to environmental change, population genetics and phylogenetics, relatedness and kin selection, life histories, systematics and taxonomy, conservation genetics, extinction, speciation, adaption, behaviour, biodiversity, species abundance, macroecology, population and ecosystem dynamics, and conservation policy.