Integrative Biology Journals

JOURNAL OF FORESTRY RESEARCH ›› 2026, Vol. 37 ›› Issue (1): 1-.DOI: 10.1007/s11676-026-02005-2

• Original Paper •    

Modeling potential habitat distribution of scots pine under climate change scenarios

Mehmet Cetin1, Halil Baris Ozel2, Mohammed Miftah Mohammed Bouzqayyah3, Hakan Sevik5, Tugrul Varol2, Dilek Birgul Zeren4, Ugur Canturk6   

  1. 1Department of City and Regional Planning, Faculty of Architecture, Ondokuz Mayis University, ilkadim, 55020 Samsun, Türkiye 

    2Department of Forest Engineering, Faculty of Forestry, Bartin University, 74100 Bartin, Türkiye 

    3Department of Material Science and Engineering, Faculty of Engineering and Architecture, Kastamonu University, 37200 Kastamonu, Türkiye

    4Department of Political Science and Public Administration, Postgraduate Education Institute, Samsun University, 55420 Samsun, Türkiye 

    5Department of Environmental Engineering, Faculty of Engineering and Architecture, Kastamonu University, 37200 Kastamonu, Türkiye 

    6Department of Forest Engineering, Institute of Graduate School, Düzce University, 81620 Düzce, Türkiye

  • Received:2025-08-19 Accepted:2025-10-26 Online:2026-02-09 Published:2026-01-01
  • Supported by:
    This study was supported by the Tubitak YOK 100/2000 Scholarship.

Abstract: Global climate change is impacting organisms and ecosystems on a wide scale, with increasingly visible effects. This ongoing process is anticipated to significantly threaten species and populations, especially plants that lack mobility, potentially causing large-scale losses in the near future. To mitigate these impacts, it is essential to understand how long-lived forest trees will respond to climate shifts and to facilitate necessary migration mechanisms through human intervention. This study aims to model the suitable habitat distribution of Scots pine (Pinus sylvestris), a crucial forest tree species in Türkiye, under two climate scenarios (SSP245 and SSP585) for the present and future years (2040, 2060, 2080, and 2100) using the Maxent entropy model, with mapping support from ArcGIS software. Habitat suitability was analyzed with 21 parameters (19 bioclimatic and 2 topographic). Jackknife test results indicated that Mean Temperature of the Driest Quarter (Bio9) and Mean Temperature of the Warmest Quarter (Bio10) were the most influential parameters on the species’ distribution. The findings showed that under the SSP245 scenario, the suitable habitat for Scots pine is projected to decline to 83.63% of its current range by 2060, then increase to 106.02% by 2100. For the SSP585 scenario, the area is projected to decrease to 81.89% by 2060 and reach 96.13% by 2100. Populations in Türkiye’s southern and Marmara regions face high risks of near-total loss. To sustain Scots pine in new suitable habitats, adjustments to current forest management plans and silvicultural practices are needed to align with climate change projections.

Key words: Scots pine, Climate change, Maxent, Habitat suitability, Bioclimatic factors