{"title":"大吉岭东喜马拉雅山药用兰花当前和未来潜在分布模型","authors":"Debasruti Boral, Saurav Moktan","doi":"10.1007/s11258-023-01392-4","DOIUrl":null,"url":null,"abstract":"<p>Species distribution modelling remains a valuable tool for managing conservation practices for medicinal plants. As climate change threatens the planet’s biodiversity, it has become imperative to investigate its impact on our important bioresources. We studied the distribution of two medicinally essential orchid taxa, <i>Crepidium acuminatum</i> and <i>Satyrium nepalense,</i> in the Darjeeling Himalayan region using MaxEnt modelling. AUC (Area Under the Curve) and the TSS (True Skill Statistic) value for the models was calculated to gauge model performance. The models generated via MaxEnt performed excellently with > 0.9 AUC value and 0.6 to > 0.85 TSS value. The most influential factor affecting the distribution of <i>C. acuminatum</i> seems to be precipitation, whilst the factor affecting <i>S. nepalense</i> is altitude. The current potential habitat of <i>C. acuminatum</i> and <i>S. nepalense</i> was 385.25 km<sup>2</sup> (12.51%) and 245.25 km<sup>2</sup> (7.96%), respectively. Of the total current potential habitat, only 108.75 km<sup>2</sup> (3.53%) and 61.5 km<sup>2</sup> (2.0%) were of good habitat suitability for <i>C. acuminatum</i> and <i>S. nepalense,</i> respectively. Similarly, only 100.5 km<sup>2</sup> (3.26%) and 43.5 km<sup>2</sup> (1.41%) were of excellent habitat suitability for <i>C. acuminatum</i> and <i>S. nepalense,</i> respectively. Hence, Maxent identified highly suitable regions for the conservation of both species. The model predicts that for <i>C. acuminatum,</i> the total suitable habitat may decrease by as much as 113.25 km<sup>2.</sup> In contrast, for <i>S. nepalense,</i> the total suitable habitat may increase by as much as 230.25 km<sup>2</sup> in future scenarios. However, when suitable habitat increases in certain regions for both species, the habitat is usually of poor suitability. This reflects the strong effect of climate change on the future of medicinal plants, particularly orchids. Hence, this indicates the need for better monitoring and holistic conservation strategies.</p>","PeriodicalId":20233,"journal":{"name":"Plant Ecology","volume":"60 1","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Modelling current and future potential distribution of medicinal orchids in Darjeeling eastern Himalaya\",\"authors\":\"Debasruti Boral, Saurav Moktan\",\"doi\":\"10.1007/s11258-023-01392-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Species distribution modelling remains a valuable tool for managing conservation practices for medicinal plants. As climate change threatens the planet’s biodiversity, it has become imperative to investigate its impact on our important bioresources. We studied the distribution of two medicinally essential orchid taxa, <i>Crepidium acuminatum</i> and <i>Satyrium nepalense,</i> in the Darjeeling Himalayan region using MaxEnt modelling. AUC (Area Under the Curve) and the TSS (True Skill Statistic) value for the models was calculated to gauge model performance. The models generated via MaxEnt performed excellently with > 0.9 AUC value and 0.6 to > 0.85 TSS value. The most influential factor affecting the distribution of <i>C. acuminatum</i> seems to be precipitation, whilst the factor affecting <i>S. nepalense</i> is altitude. The current potential habitat of <i>C. acuminatum</i> and <i>S. nepalense</i> was 385.25 km<sup>2</sup> (12.51%) and 245.25 km<sup>2</sup> (7.96%), respectively. Of the total current potential habitat, only 108.75 km<sup>2</sup> (3.53%) and 61.5 km<sup>2</sup> (2.0%) were of good habitat suitability for <i>C. acuminatum</i> and <i>S. nepalense,</i> respectively. Similarly, only 100.5 km<sup>2</sup> (3.26%) and 43.5 km<sup>2</sup> (1.41%) were of excellent habitat suitability for <i>C. acuminatum</i> and <i>S. nepalense,</i> respectively. Hence, Maxent identified highly suitable regions for the conservation of both species. The model predicts that for <i>C. acuminatum,</i> the total suitable habitat may decrease by as much as 113.25 km<sup>2.</sup> In contrast, for <i>S. nepalense,</i> the total suitable habitat may increase by as much as 230.25 km<sup>2</sup> in future scenarios. However, when suitable habitat increases in certain regions for both species, the habitat is usually of poor suitability. This reflects the strong effect of climate change on the future of medicinal plants, particularly orchids. 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引用次数: 0
摘要
物种分布模型仍然是管理药用植物保护措施的重要工具。随着气候变化对地球生物多样性的威胁,研究气候变化对我们重要生物资源的影响已成为当务之急。我们利用 MaxEnt 模型研究了大吉岭喜马拉雅地区两种药用兰花类群--Crepidium acuminatum 和 Satyrium nepalense 的分布情况。计算了模型的 AUC(曲线下面积)和 TSS(真实技能统计)值,以衡量模型的性能。通过 MaxEnt 生成的模型表现优异,AUC 值为 0.9,TSS 值为 0.6 至 0.85。影响尖吻蘑菇分布的最大因素似乎是降水,而影响尼泊尔蘑菇分布的因素是海拔。目前,C. acuminatum 和 S. nepalense 的潜在栖息地分别为 385.25 平方公里(12.51%)和 245.25 平方公里(7.96%)。在目前潜在的栖息地总面积中,分别只有 108.75 平方公里(3.53%)和 61.5 平方公里(2.0%)对 C. acuminatum 和 S. nepalense 具有良好的栖息地适宜性。同样,分别只有 100.5 平方公里(3.26%)和 43.5 平方公里(1.41%)对 C. acuminatum 和 S. nepalense 具有极佳的生境适宜性。因此,Maxent 确定了非常适合保护这两个物种的区域。根据模型预测,对 C. acuminatum 而言,适宜栖息地的总面积可能会减少 113.25 平方公里。相比之下,对于 S. nepalense 而言,在未来情况下,适宜栖息地的总面积可能会增加 230.25 平方公里。然而,当这两个物种在某些地区的适宜栖息地增加时,这些栖息地的适宜性通常较差。这反映出气候变化对药用植物,尤其是兰科植物的未来影响很大。因此,这表明需要更好的监测和整体保护战略。
Modelling current and future potential distribution of medicinal orchids in Darjeeling eastern Himalaya
Species distribution modelling remains a valuable tool for managing conservation practices for medicinal plants. As climate change threatens the planet’s biodiversity, it has become imperative to investigate its impact on our important bioresources. We studied the distribution of two medicinally essential orchid taxa, Crepidium acuminatum and Satyrium nepalense, in the Darjeeling Himalayan region using MaxEnt modelling. AUC (Area Under the Curve) and the TSS (True Skill Statistic) value for the models was calculated to gauge model performance. The models generated via MaxEnt performed excellently with > 0.9 AUC value and 0.6 to > 0.85 TSS value. The most influential factor affecting the distribution of C. acuminatum seems to be precipitation, whilst the factor affecting S. nepalense is altitude. The current potential habitat of C. acuminatum and S. nepalense was 385.25 km2 (12.51%) and 245.25 km2 (7.96%), respectively. Of the total current potential habitat, only 108.75 km2 (3.53%) and 61.5 km2 (2.0%) were of good habitat suitability for C. acuminatum and S. nepalense, respectively. Similarly, only 100.5 km2 (3.26%) and 43.5 km2 (1.41%) were of excellent habitat suitability for C. acuminatum and S. nepalense, respectively. Hence, Maxent identified highly suitable regions for the conservation of both species. The model predicts that for C. acuminatum, the total suitable habitat may decrease by as much as 113.25 km2. In contrast, for S. nepalense, the total suitable habitat may increase by as much as 230.25 km2 in future scenarios. However, when suitable habitat increases in certain regions for both species, the habitat is usually of poor suitability. This reflects the strong effect of climate change on the future of medicinal plants, particularly orchids. Hence, this indicates the need for better monitoring and holistic conservation strategies.
期刊介绍:
Plant Ecology publishes original scientific papers that report and interpret the findings of pure and applied research into the ecology of vascular plants in terrestrial and wetland ecosystems. Empirical, experimental, theoretical and review papers reporting on ecophysiology, population, community, ecosystem, landscape, molecular and historical ecology are within the scope of the journal.