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Predicting the Suitable Current and Future Potential Distribution of the Native Endangered Tree Tecomella undulata (Sm.) Seem. in Pakistan

Author

Listed:
  • Fahim Arshad

    (Department of Botany, University of Okara, Okara 56300, Pakistan)

  • Muhammad Waheed

    (Department of Botany, University of Okara, Okara 56300, Pakistan)

  • Kaneez Fatima

    (Department of Botany, University of Okara, Okara 56300, Pakistan)

  • Nidaa Harun

    (Department of Botany, University of Okara, Okara 56300, Pakistan)

  • Muhammad Iqbal

    (Department of Botany, University of Okara, Okara 56300, Pakistan)

  • Kaniz Fatima

    (Department of Botany, University of Okara, Okara 56300, Pakistan)

  • Shaheena Umbreen

    (Department of Botany, University of Okara, Okara 56300, Pakistan)

Abstract

The burgeoning human population exhibited a rapid amplification in demand for timber and fuelwood and as a result, the natural population of the native tree Tecomella undulata reduced rapidly due to its high economic and medicinal significance. The recognition of appropriate regions for threatened plants in the climate change scenario is a fundamental step for the restoration and conservation of biodiversity. The current study predicts the potentially suitable areas in Pakistan for T. undulata restoration. This research identifies the highly appropriate regions for vulnerable T. undulata through the maximum entropy model from MaxEnt software. The model’s Area Under Curve 0.968 suggested its accuracy. The mean temperature of the wettest quarter, precipitation of the warmest quarter, and mean temperature in the driest quarter significantly shaped the T. undulata distribution. Future suitable areas for T. undulata were made by using RCP (4.5 and 8.5) for the years 2050 and 2070 through 19 bioclimatic variables and 66 occurrence points. The current highly suitable area for T. undulata is approximately 135,749 km 2 (15.4%) while the unsuitable area identified is approximately 404,917 km 2 (45.91%). The highly suitable area for T. undulata increases by 3.6–7% under climate change regimes (RCP 4.5 and RCP 8.5). The Central Punjab (District Faisalabad, Nankana sahib, Jhang, Kasur, and Okara), Salt Range, Western Khayber Pakhtunkhwa (KPK), FATA area, Eastern Balochistan, and Thar and Tharparker in Sindh are the current appropriate habitats for T. undulata . Under all future climatic circumstances, the extremely appropriate area for T. undulata was anticipated to expand, whereas the unsuitable zones would all shrink. The research would be significant for the further development of T. undulata management and conservation techniques.

Suggested Citation

  • Fahim Arshad & Muhammad Waheed & Kaneez Fatima & Nidaa Harun & Muhammad Iqbal & Kaniz Fatima & Shaheena Umbreen, 2022. "Predicting the Suitable Current and Future Potential Distribution of the Native Endangered Tree Tecomella undulata (Sm.) Seem. in Pakistan," Sustainability, MDPI, vol. 14(12), pages 1-10, June.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:12:p:7215-:d:837441
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    1. Marco Carrer & Renzo Motta & Paola Nola, 2012. "Significant Mean and Extreme Climate Sensitivity of Norway Spruce and Silver Fir at Mid-Elevation Mesic Sites in the Alps," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-9, November.
    2. Godfrey Hewitt, 2000. "The genetic legacy of the Quaternary ice ages," Nature, Nature, vol. 405(6789), pages 907-913, June.
    3. Keliang Zhang & Yin Zhang & Diwen Jia & Jun Tao, 2020. "Species Distribution Modeling of Sassafras Tzumu and Implications for Forest Management," Sustainability, MDPI, vol. 12(10), pages 1-14, May.
    4. T.I. Khan & Anil K. Dular & Deepika M. Solomon, 2003. "Biodiversity Conservation in the Thar Desert; with Emphasis on Endemic and Medicinal Plants," Environment Systems and Decisions, Springer, vol. 23(2), pages 137-144, June.
    5. Camille Parmesan & Gary Yohe, 2003. "A globally coherent fingerprint of climate change impacts across natural systems," Nature, Nature, vol. 421(6918), pages 37-42, January.
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    Cited by:

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    3. Muhammad Waheed & Shiekh Marifatul Haq & Fahim Arshad & Muhammad Azhar Jameel & Manzer H. Siddiqui & Rainer W. Bussmann & Nabeel Manshoor & Saud Alamri, 2023. "Where Will Threatened Aegle marmelos L., a Tree of the Semi-Arid Region, Go under Climate Change? Implications for the Reintroduction of the Species," Land, MDPI, vol. 12(7), pages 1-19, July.
    4. Muhammad Danish Jamil & Muhammad Waheed & Shamim Akhtar & Nazneen Bangash & Sunbal Khalil Chaudhari & Muhammad Majeed & Mumtaz Hussain & Kishwar Ali & David Aaron Jones, 2022. "Invasive Plants Diversity, Ecological Status, and Distribution Pattern in Relation to Edaphic Factors in Different Habitat Types of District Mandi Bahauddin, Punjab, Pakistan," Sustainability, MDPI, vol. 14(20), pages 1-16, October.
    5. Xumin Li & Zhiwen Yao & Qing Yuan & Rui Xing & Yuqin Guo & Dejun Zhang & Israr Ahmad & Wenhui Liu & Hairui Liu, 2023. "Prediction of Potential Distribution Area of Two Parapatric Species in Triosteum under Climate Change," Sustainability, MDPI, vol. 15(6), pages 1-23, March.

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