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Article

Predicting the Potential Distribution of the Medicinal Plant Gelsemium elegans in China Under Climate Change

1
College of Intelligent Engineering, Henan Mechanical and Electrical Vocational College, Zhengzhou 451191, China
2
College of Life Science, China West Normal University, Nanchong 637002, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Agriculture 2026, 16(11), 1169; https://doi.org/10.3390/agriculture16111169
Submission received: 16 April 2026 / Revised: 21 May 2026 / Accepted: 23 May 2026 / Published: 26 May 2026
(This article belongs to the Section Ecosystem, Environment and Climate Change in Agriculture)

Abstract

Gelsemium elegans is a traditionally utilized medicinal plant in China, renowned for its well-documented therapeutic properties and substantial economic potential. The primary bioactive components in this plant are indole alkaloids. It is used clinically to treat conditions including rheumatoid arthritis, neuropathic pain, and some cancers. Additionally, the whole plant can be processed into livestock feed. Climate change is anticipated to substantially impact the future suitable habitat of this species. Utilizing the Biomod2 ensemble model and 18 environmental variables (bio01, bio03, bio04, bio05, bio06, bio09, bio11, bio17, hf, elev, aspect, slope, gm_lc, gm_ve, ph_water, usda, d1_swr, annual_mean_uv-b) this study projected the geographical distribution of G. elegans under current and future climate scenarios; the periods of the 2050s, 2070s, and 2090s were analyzed using SSP1-2.6, SSP2-4.5, and SSP5-8.5. Current ecological niche modeling predicts that G. elegans is predominantly distributed in southern China, with its climatically and edaphically most suitable habitats concentrated in Guangxi, Guangdong, Fujian, and Hainan provinces. Across the three future time periods under various scenarios, the overall extent of suitable habitat is projected to increase, with a northward expansion of the suitable distribution range. Key environmental factors shaping the distribution of G. elegans include Isothermality (bio03), Max Temperature of Warmest Month (bio05), Min Temperature of Coldest Month (bio06), Precipitation of Driest Quarter (bio17), and Annual Average UV Radiation. The study aims to develop a scientifically grounded theoretical framework to support the conservation-oriented management and climate-resilient utilization of G. elegans resources under ongoing climate change.
Keywords: Gelsemium elegans; Biomod2; combined model; potential distribution; suitable habitat Gelsemium elegans; Biomod2; combined model; potential distribution; suitable habitat

Share and Cite

MDPI and ACS Style

Li, Y.; Hu, T.; Huang, B.; Xu, D. Predicting the Potential Distribution of the Medicinal Plant Gelsemium elegans in China Under Climate Change. Agriculture 2026, 16, 1169. https://doi.org/10.3390/agriculture16111169

AMA Style

Li Y, Hu T, Huang B, Xu D. Predicting the Potential Distribution of the Medicinal Plant Gelsemium elegans in China Under Climate Change. Agriculture. 2026; 16(11):1169. https://doi.org/10.3390/agriculture16111169

Chicago/Turabian Style

Li, Yaping, Tianai Hu, Bingbing Huang, and Danping Xu. 2026. "Predicting the Potential Distribution of the Medicinal Plant Gelsemium elegans in China Under Climate Change" Agriculture 16, no. 11: 1169. https://doi.org/10.3390/agriculture16111169

APA Style

Li, Y., Hu, T., Huang, B., & Xu, D. (2026). Predicting the Potential Distribution of the Medicinal Plant Gelsemium elegans in China Under Climate Change. Agriculture, 16(11), 1169. https://doi.org/10.3390/agriculture16111169

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