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Maximum Entropy Niche-Based Modeling for Predicting the Potential Suitable Habitats of a Traditional Medicinal Plant ( Rheum nanum ) in Asia under Climate Change Conditions

Author

Listed:
  • Wei Xu

    (Humanities and Social Sciences, Jiangsu University of Science and Technology, Zhenjiang 212000, China
    These authors contributed equally to this work.)

  • Shuaimeng Zhu

    (School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo 454000, China
    These authors contributed equally to this work.)

  • Tianli Yang

    (College of Forestry, Northwest Agriculture and Forestry University, Xianyang 712100, China)

  • Jimin Cheng

    (Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Xianyang 712100, China)

  • Jingwei Jin

    (Institute of Soil and Water Conservation, Northwest Agriculture and Forestry University, Xianyang 712100, China)

Abstract

Rheum nanum , a perennial herb, is a famous traditional Chinese medicinal plant that has great value in modern medicine. In order to determine the potential distribution of R . nanum in Asia, we specifically developed the potential distribution maps for three periods (current, 2050s: 2041–2060, and 2070s: 2061–2080) using MaxEnt and ArcGIS, and these were based on the current and future climate data under two climate scenarios (RCP2.6 and RCP6.0). To predict the potential impacts of global warming, we measured the area of suitable habitats, habitat suitability changes, and habitat core changes. We found that bio16 (i.e., the precipitation of the wettest quarter) and bio1 (i.e., the annual mean temperature) were the most important climate factors that influenced the distribution of R . nanum . The areas of high suitable habitats (HH) and middle suitable habitats (MH) in the current period were 156,284.7 ± 0.99 km 2 and 361,875.0 ± 3.61 km 2 , respectively. The areas of HH and MH in 2070RCP6.0 were 27,309.0 ± 0.35 km 2 and 123,750 ± 2.36 km 2 , respectively. The ranges of 82.0–90.3° E, 43.8–46.5° N were the mostly degraded areas of the 2050s and 2070s, and RCP6.0 had a larger decrease in habitable area than that found in RCP2.6. All the HH cores shifted south, and the shift distance of HH in 2070RCP6.0 was 115.65 km. This study provides a feasible approach for efficiently utilizing low-number occurrences, and presents an important attempt at predicting the potential distribution of species based on a small sample size. This may improve our understanding of the impacts of global warming on plant distribution and could be useful for relevant agricultural decision-making.

Suggested Citation

  • Wei Xu & Shuaimeng Zhu & Tianli Yang & Jimin Cheng & Jingwei Jin, 2022. "Maximum Entropy Niche-Based Modeling for Predicting the Potential Suitable Habitats of a Traditional Medicinal Plant ( Rheum nanum ) in Asia under Climate Change Conditions," Agriculture, MDPI, vol. 12(5), pages 1-14, April.
    • Handle: RePEc:gam:jagris:v:12:y:2022:i:5:p:610-:d:802395
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    References listed on IDEAS

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    1. Stuart C. Brown & Tom M. L. Wigley & Bette L. Otto-Bliesner & Carsten Rahbek & Damien A. Fordham, 2020. "Persistent Quaternary climate refugia are hospices for biodiversity in the Anthropocene," Nature Climate Change, Nature, vol. 10(3), pages 244-248, March.
    2. Terry L. Root & Jeff T. Price & Kimberly R. Hall & Stephen H. Schneider & Cynthia Rosenzweig & J. Alan Pounds, 2003. "Fingerprints of global warming on wild animals and plants," Nature, Nature, vol. 421(6918), pages 57-60, January.
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