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Article

Spatiotemporal Dynamics of Potential Distribution Patterns of Nitraria tangutorum Bobr. Under Climate Change and Anthropogenic Disturbances

1
College of Ecology and Environment, Nanjing Forestry University, Nanjing 210037, China
2
State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China
3
Experimental Center of Desert Forestry, Chinese Academy of Forestry, Dengkou 015200, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Plants 2025, 14(17), 2706; https://doi.org/10.3390/plants14172706 (registering DOI)
Submission received: 4 July 2025 / Revised: 22 August 2025 / Accepted: 26 August 2025 / Published: 30 August 2025
(This article belongs to the Section Plant Modeling)

Abstract

Under the context of global climate change, the frequent occurrence of extreme low-temperature events poses a severe challenge to plant distribution and ecosystem stability. The arid and semi-arid regions of Northwestern China, as a sensitive response area to global change, have proven to possess significant development potential with their unique desert vegetation systems. This study focuses on the ecological adaptability mechanisms of Nitraria tangutorum Bobr., a key species of the desert ecosystem in Northwestern China, and systematically analyzes the evolution patterns of its geographical distribution under the coupled effects of climate change and human activities through a MaxEnt model. The research conclusions are as follows: (i) This study constructs a Human Footprint-MaxEnt (HF-MaxEnt) coupling model. After incorporating human footprint variables, the AUC value of the model increases to 0.914 (from 0.888), demonstrating higher accuracy and reliability. (ii) After incorporating human footprint variables, the predicted area of the model decreases from 2,248,000 km2 to 1,976,000 km2, with the High Suitability experiencing a particularly sharp decline of up to 79.4%, highlighting the significant negative impact of human disturbance on Nitraria tangutorum. (iii) Under the current climate baseline period, solar radiation, precipitation during the wettest season, and mean temperature of the coldest month are the core driving factors for suitable areas of Nitraria tangutorum. (iv) Under future climate scenarios, the potential distribution area of Nitraria tangutorum is significantly positively correlated with carbon emission levels. Under the SSP370 and SSP585 emission pathways, the area of potential distribution reaches 172.24% and 161.3% of that in the current climate baseline period. (v) Under future climate scenarios, the distribution center of potential suitable areas for Nitraria tangutorum shows a dual migration characteristic of “west–south” and “high altitude”, and the mean temperature of the hottest month will become the core constraint factor in the future. This study provides theoretical support and data backing for the delineation of habitat protection areas, population restoration, resource management, and future development prospects for Nitraria tangutorum.
Keywords: Nitraria tangutorum; MaxEnt; human footprint; future climate scenarios; MESS Nitraria tangutorum; MaxEnt; human footprint; future climate scenarios; MESS

Share and Cite

MDPI and ACS Style

Weng, Y.; Cao, J.; Fang, H.; Feng, B.; Zhu, L.; Chu, X.; Lu, Y.; Han, C.; Lu, L.; Zhang, J.; et al. Spatiotemporal Dynamics of Potential Distribution Patterns of Nitraria tangutorum Bobr. Under Climate Change and Anthropogenic Disturbances. Plants 2025, 14, 2706. https://doi.org/10.3390/plants14172706

AMA Style

Weng Y, Cao J, Fang H, Feng B, Zhu L, Chu X, Lu Y, Han C, Lu L, Zhang J, et al. Spatiotemporal Dynamics of Potential Distribution Patterns of Nitraria tangutorum Bobr. Under Climate Change and Anthropogenic Disturbances. Plants. 2025; 14(17):2706. https://doi.org/10.3390/plants14172706

Chicago/Turabian Style

Weng, Yutao, Jun Cao, Hao Fang, Binjian Feng, Liming Zhu, Xueyi Chu, Yajing Lu, Chunxia Han, Lu Lu, Jingbo Zhang, and et al. 2025. "Spatiotemporal Dynamics of Potential Distribution Patterns of Nitraria tangutorum Bobr. Under Climate Change and Anthropogenic Disturbances" Plants 14, no. 17: 2706. https://doi.org/10.3390/plants14172706

APA Style

Weng, Y., Cao, J., Fang, H., Feng, B., Zhu, L., Chu, X., Lu, Y., Han, C., Lu, L., Zhang, J., & Cheng, T. (2025). Spatiotemporal Dynamics of Potential Distribution Patterns of Nitraria tangutorum Bobr. Under Climate Change and Anthropogenic Disturbances. Plants, 14(17), 2706. https://doi.org/10.3390/plants14172706

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