Niklas Moser

Niklas Moser is a Researcher at the Department of Biological and Environmental Science within the Faculty of Mathematics and Science at the University of Jyväskylä. He is actively affiliated with the Predictive Community Ecology Group, jointly led by Professors Nerea Abrego and Otso Ovaskainen.

His research integrates computational methods with ecological field studies, focusing on fungal community dynamics and hybrid modeling frameworks. Key interests include:

• Plant-fungal associations along altitudinal gradients
• Wind-mediated dispersal mechanisms in mainland-island systems
• Development of process-informed neural networks for ecological prediction

His work bridges theoretical ecology with machine learning innovation, emphasizing model interpretability and ecological process integration.

Recent publications reveal strong trends in applying advanced statistical modeling to fungal biogeography and community assembly. His 2024-2025 work demonstrates increasing methodological sophistication, particularly in merging neural networks with ecological theory to address spatial and abiotic drivers of biodiversity patterns.

Moser maintains active research collaborations across international teams, as evidenced by co-authorship with researchers from multiple institutions. His laboratory work centers on the Predictive Community Ecology Group's computational infrastructure for analyzing large-scale ecological datasets.