Predictors of Ips confusus outbreaks during a record drought in Southwestern USA: Implications for monitoring and management

Keyphrases

• Drought 100%
• Southwestern USA 100%
• Ips Confusus 100%
• Bark Beetle Outbreak 66%
• Arizona 33%
• High Density 33%
• Predictive Models 33%
• Phenotypic Traits 33%
• Environmental Factors 33%
• Herbivore 33%
• Tree Characteristics 33%
• Low Elevation 33%
• Soil Type 33%
• Piñon-juniper Woodlands 33%
• Ecosystem Function 33%
• Pinyon pine 33%
• Prediction Accuracy 33%
• Large Trees 33%
• Logistic Regression 33%
• Abiotic Factors 33%
• Spatiotemporal 33%
• Steep Slope 33%
• Biotic Factors 33%
• Temperate Forest 33%
• Highly Accurate 33%
• Infestation Risk 33%
• Pine Woodlands 33%
• Risk Areas 33%
• Univariate Statistics 33%
• Trait Characteristics 33%
• Pest Outbreak 33%
• Understory Shrubs 33%
• Diversity Function 33%
• Outbreak Risk 33%
• Disturbance Effect 33%

Agricultural and Biological Sciences

• Bark Beetle 100%
• Ips confusus 100%
• Pinyon-Juniper 50%
• Soil Type 50%
• Understory 50%
• Environmental Factor 50%
• Pinyon Pine 50%
• Stand Density 50%
• Temperate Forest 50%