Adaptive Population Models Capture Multi-Peak Soybean Aphid Outbreak Dynamics
Researchers have modeled the multi-peak population dynamics of invasive soybean aphids to improve agricultural outbreak prediction and pest management strategies.
Tag: ecological modeling
Ecology Meets Machine Learning to Forecast China’s Forest Carbon Future
A knowledge-guided machine learning framework that embeds a carbon dioxide-aware forest process model into XGBoost outperformed conventional machine learning in ...
Continuous Immune Composition Outperforms Coarse Labels in Tracking Pediatric Leukemia Over Time
A new Bayesian analysis of single-cell pediatric leukemia data shows that continuous B-lineage immune composition carries longitudinal information that coarse ...
New framework brings mortality risk to life in mechanistic ecology models
A new mathematical framework using modular survival increase functions lets ecologists represent complex, multi-variable mortality risk in individual-based models while ...
Mountain Frogs’ Dietary Adaptations to Climate Change
Recent studies centered around the ecological dynamics of mountain frogs in the Sichuan Basin have yielded intriguing insights into their ...
