ArticleFrontiers in plant science2025
Modeling the potential distribution of
Article in Frontiers in plant science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed.
- Climate-Driven Distribution and Ecological Niche Modeling of ThreeTropical medicine and infectious disease · 2026Article
- Article
- Distribution response of the diploid hybrid species Hippophae goniocarpa to climate change based on a three-dimensional geographic gradient.BMC plant biology · 2026Article
- Large Variability in Response to Future Climate and Land-Use Changes of François' Langur in China.Biology · 2026Article
- Assessing the impacts of climate change on the potential distribution of the medicinal plantFrontiers in plant science · 2026Article
- Climate-driven habitat shifts reveal contrasting climate association of fourFrontiers in plant science · 2026Article
- The Response ofEcology and evolution · 2026Article
- Assessing climate-driven shifts in Liquidambar orientalis using ensemble species distribution models in the Eastern Mediterranean Region.BMC plant biology · 2025Article
- Fine-scale mapping of irrigation suitability in South Africa using ensemble modelling.Scientific reports · 2025Article
- Predicting habitat suitability for an endangered medicinal plant,Frontiers in plant science · 2025Article
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7 authors.
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Abstract
Introduction: Hippophae rhamnoides, a temperate species with a transcontinental distribution spanning Eurasia, demonstrates preferential establishment in water-limited ecosystems (arid/semi-arid zones), particularly occupying high-elevation niches with skeletal soils and high solar flux. This ecologically significant plant, prized for dual ecological provisioning and economic services, shows biogeographic concentration in China's northern desertification belts, northwestern Loess Plateau, and southwestern montane corridors. Studying the possible areas where H. rhamnoides may be found can offer a scientific foundation for the protection and sustainable management of its resources. Methods: This study utilized the biomod2 software to assess an integrated model based on 312 distribution points and 23 environmental factors. Furthermore, a modeling analysis was conducted to examine how the geographical distribution of H. rhamnoides changes over time under the SSP245 scenario. Results: The findings show that the distribution of H. rhamnoides is primarily affected by three factors: annual mean temperature, temperature seasonality and mean temperature of the coldest quarter. Currently, H. rhamnoides is predominantly distributed in the provinces of Shanxi, Shaanxi, Gansu, Hebei, Yunnan, Xinjiang, Tibet, Sichuan, Qinghai, and Ningxia. The suitable habitat covers an area of 212.89×10⁴ km², which represents 22.15% of China's total land area. Within this region, high, medium, and low suitability areas make up 23.15%, 22.66%, and 54.20% of the suitable habitat, respectively. Discussion: In the future, the centroid of the suitable habitat for H. rhamnoides is expected to gradually shift northwest, with a trend of increasing suitability in the west and decreasing suitability in the east. This study aims to provide an in-depth exploration of the distribution of H. rhamnoides and the influence of environmental factors on it from a geographical perspective. These results are important for improving the conservation, management, cultivation, and propagation of H. rhamnoides, while also offering a scientific foundation for the research of other valuable plant species.
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