Predicting the Potential Geographical Distribution of <i>Scolytus scolytus</i> in China Using a Biomod2-Based Ensemble Model
Dutch elm disease is one of the most devastating plant diseases, primarily spread through bark beetles. <i>Scolytus scolytus</i> is a key vector of this disease. In this study, distribution data of <i>S. scolytus</i> were collected and filtered. Combined with environmental an...
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| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-07-01
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| Series: | Insects |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2075-4450/16/7/742 |
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| Summary: | Dutch elm disease is one of the most devastating plant diseases, primarily spread through bark beetles. <i>Scolytus scolytus</i> is a key vector of this disease. In this study, distribution data of <i>S. scolytus</i> were collected and filtered. Combined with environmental and climatic variables, an ensemble model was developed using the Biomod2 platform to predict its potential geographical distribution in China. The selection of climate variables was critical for accurate prediction. Eight bioclimatic factors with high importance were selected from 19 candidate variables. Among these, the three most important factors are the minimum temperature of the coldest month (bio6), precipitation seasonality (bio15), and precipitation in the driest quarter (bio17). Under current climate conditions, suitable habitats for <i>S. scolytus</i> are mainly located in the temperate regions between 30° and 60° N latitude. These include parts of Europe, East Asia, eastern and northwestern North America, and southern and northeastern South America. In China, the low-suitability area was estimated at 37,883.39 km<sup>2</sup>, and the medium-suitability area at 251.14 km<sup>2</sup>. No high-suitability regions were identified. However, low-suitability zones were widespread across multiple provinces. Under future climate scenarios, low-suitability areas are still projected across China. Medium-suitability areas are expected to increase under SSP370 and SSP585, particularly along the eastern coastal regions, peaking between 2041 and 2060. High-suitability zones may also emerge under these two scenarios, again concentrated in coastal areas. These findings provide a theoretical basis for entry quarantine measures and early warning systems aimed at controlling the spread of <i>S. scolytus</i> in China. |
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| ISSN: | 2075-4450 |