Propagule Pressure in Microbial Introductions
Themes: Conversion, Sustainability
Keywords: Microbiome, Modeling
Citation
Klimasmith, I.M., Wang, B., Yu, S., Yoshikuni, Y., Kent, A.D. Sept 19, 2024. “Propagule Pressure in Microbial Introductions” University of Illinois Urbana-Champaign. DOI: 10.13012/B2IDB-0907683_V1.
Overview
The use of potentially beneficial microorganisms in agriculture (microbial inoculants) has rapidly accelerated in recent years. For microbial inoculants to be effective as agricultural tools, these organisms must be able to survive and persist in novel environments while not destabilizing the resident community or spilling over into adjacent natural ecosystems. Here, we adapt a macroecological propagule pressure model to a microbial scale and present an experimental approach for testing the role of propagule pressure in microbial inoculant introductions. We experimentally determined the risk-release relationship for an IAA-expressing Pseudomonas simiae inoculant in a model monocot system. We then used this relationship to simulate establishment outcomes under a range of application frequencies (propagule number) and inoculant concentrations (propagule size). Our simulations show that repeated inoculant applications may increase establishment, even when increased inoculant concentration does not alter establishment probabilities.
The dataset filed here includes the experimental datafile, and a RMarkdown file that includes all the code used in in both the modeling and analysis.
Data
Illinois Data Bank includes:
- Field data (plant height, leaf number, biomass)
- Plate counts (replicates and treatments)
- Model code