Assessing climate change impact on forest habitat suitability and diversity in the Korean Peninsula

Chul Hee Lim, Somin Yoo, Yuyoung Choi, Seong Woo Jeon, Yowhan Son, Woo Kyun Lee

Research output: Contribution to journalArticlepeer-review

30 Citations (Scopus)


Habitat changes in temperate forests are more vulnerable to climate change than tropical or boreal forests. This study assessed forest habitat suitability and diversity to determine the impact of climate change on the Korean Peninsula. We used the MaxEnt (Maximum Entropy) species distribution model, three key climate indices, and two representative climate change scenarios, using short and long-term data. Two of the three key climate indices related to temperature were more capricious than the precipitation-related index in the future. In the baseline prediction, both statistical and qualitative validation using the actual vegetation map showed excellent results. Regarding forest habitat suitability, northward migration and substantial increase were definitely distinctive in warm temperate evergreen forest. On the other hand, subalpine forest areas decreased significantly due to climate change; the suitable area for Representative Concentration Pathways (RCP) 8.5 2070s decreased by more than half. With regard to forest habitat diversity, regions with high diversity declined due to climate change. In the RCP 8.5 scenario, areas where all three forest types are suitable no longer appeared; however, in the case of RCP 4.5 2050s, suitable areas for two forest types increased, which implies climate change is not only negative in terms of diversity. As this negative prediction of future change is discouraging, active mitigation and adaptation are required to prevent these changes. The sustainability of future ecosystems is still dependent on our efforts.

Original languageEnglish
Article number259
Issue number5
Publication statusPublished - 2018 May 10

Bibliographical note

Funding Information:
Acknowledgments: This work was supported by “Public Technology Development Project based on Environmental Policy” (2016000210001) provided by Korea Environmental Industry and Technology Institute, and a Korea University Grant.

Publisher Copyright:
© 2018 by the authors.


  • Climate change impact
  • Forest habitat diversity
  • Forest habitat suitability
  • Korean Peninsula
  • MaxEnt

ASJC Scopus subject areas

  • Forestry


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