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Current and Future Distribution of Shihuahuaco ( Dipteryx spp.) under Climate Change Scenarios in the Central-Eastern Amazon of Peru

Author

Listed:
  • Gloria P. Cárdenas

    (Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru)

  • Nino Bravo

    (Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru)

  • Elgar Barboza

    (Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru
    Instituto de Investigación para el Desarrollo Sustentable de Ceja de Selva (INDES-CES), Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas (UNTRM), Cl. Higos Urco 342, Chachapoyas 01001, Peru)

  • Wilian Salazar

    (Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru)

  • Jimmy Ocaña

    (Estación Experimental Agraria Pucallpa, Instituto nacional de Innovación Agraria, Carretera Federico Basadre Km 4200, Pucallpa 25004, Peru)

  • Miguel Vázquez

    (Estación Experimental Agraria Pucallpa, Instituto nacional de Innovación Agraria, Carretera Federico Basadre Km 4200, Pucallpa 25004, Peru)

  • Roiser Lobato

    (Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru)

  • Pedro Injante

    (Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru)

  • Carlos I. Arbizu

    (Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru
    Facultad de Ingeniería y Ciencias Agrarias, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas (UNTRM), Cl. Higos Urco 342, Chachapoyas 01001, Peru)

Abstract

The consequences of climate change influence the distribution of species, which plays a key role in ecosystems. In this work, the modeling of the current and potential future distribution was carried out under different climate change scenarios of a tree species of high economic and commercial value, Dipteryx spp. This is a hardwood species that plays an important role in carbon sequestration, providing food and nesting for wildlife species, reaching more than 40 m in height with an average diameter of 70 to 150 cm. This species is currently threatened by overexploitation. Thirty-six bioclimatic, topographic and edaphic variables with ~1 km 2 spatial resolution obtained from the WorldClim, SoilGrids and SRTM databases where used. Highly correlated variables were identified with the MaxEnt software for forecasting how the species distribution will be affected until the year 2100, according to the climate scenarios SPP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5, representing the periods 2021–2040, 2041–2060, 2061–2080 and 2081–2100, respectively. The AUC accuracy value of 0.88 to 0.89 was found for the distribution models and the highest contributing variables used were Bio 5, precipitation, Bio 2, and Bio 14. In the climate scenario SPP1-2.6 (Bio 5, precipitation and Bio 2) in 2061–2080, suitable and very suitable habitats represented 30.69% of the study area (2616 ha and 586.97 ha, respectively) and those increased by 1.75% under current climate conditions, and the suitable and unsuitable habitats represented 69.31% of the total area. The results of this research provide valuable information on the current and future distribution of the species and identify zones that can be used as the basis for the creation of conservation areas, formulation of restoration projects, reforestation and sustainable management to avoid the extinction of the species in the face of the effects of climate change.

Suggested Citation

  • Gloria P. Cárdenas & Nino Bravo & Elgar Barboza & Wilian Salazar & Jimmy Ocaña & Miguel Vázquez & Roiser Lobato & Pedro Injante & Carlos I. Arbizu, 2023. "Current and Future Distribution of Shihuahuaco ( Dipteryx spp.) under Climate Change Scenarios in the Central-Eastern Amazon of Peru," Sustainability, MDPI, vol. 15(10), pages 1-16, May.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:10:p:7789-:d:1143168
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    References listed on IDEAS

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    1. Dany A. Cotrina Sánchez & Elgar Barboza Castillo & Nilton B. Rojas Briceño & Manuel Oliva & Cristóbal Torres Guzman & Carlos A. Amasifuen Guerra & Subhajit Bandopadhyay, 2020. "Distribution Models of Timber Species for Forest Conservation and Restoration in the Andean-Amazonian Landscape, North of Peru," Sustainability, MDPI, vol. 12(19), pages 1-20, September.
    2. H. Oğuz Çoban & Ömer K. Örücü & E. Seda Arslan, 2020. "MaxEnt Modeling for Predicting the Current and Future Potential Geographical Distribution of Quercus libani Olivier," Sustainability, MDPI, vol. 12(7), pages 1-17, March.
    3. Yue, Tian-Xiang & Fan, Ze-Meng & Chen, Chuan-Fa & Sun, Xiao-Fang & Li, Bai-Lian, 2011. "Surface modelling of global terrestrial ecosystems under three climate change scenarios," Ecological Modelling, Elsevier, vol. 222(14), pages 2342-2361.
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    1. Alex J. Vergara & Dennis Cieza-Tarrillo & Candy Ocaña & Lenin Quiñonez & Guillermo Idrogo-Vasquez & Lucas D. Muñoz-Astecker & Erick A. Auquiñivin-Silva & Robert J. Cruzalegui & Carlos I. Arbizu, 2023. "Current and Future Spatial Distribution of the Genus Cinchona in Peru: Opportunities for Conservation in the Face of Climate Change," Sustainability, MDPI, vol. 15(19), pages 1-16, September.
    2. Huayong Zhang & Hang Yuan & Hengchao Zou & Xinyu Zhu & Yihe Zhang & Zhongyu Wang & Zhao Liu, 2024. "Global Warming Drives Expansion of Endangered Spruce Forest on the Tibetan Plateau," Sustainability, MDPI, vol. 16(5), pages 1-16, March.

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