Matthias C. Rillig
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mrillig.bsky.social
Matthias C. Rillig
@mrillig.bsky.social

Professor, ecology, FU Berlin, own views, book author
Global change, soil, fungi, environment, microplastic, biodiversity 🧪
https://www.youtube.com/@mrillig
https://www.youtube.com/@lifeinthesoil
rilliglab.org
https://matthiasrillig.substack.com .. more

Agriculture 35%
Environmental science 28%

Paper just online:

Xiang et al.
Global Meta-Analysis Integrated with Machine Learning Assesses Context-Dependent Microplastic Effects on Soil Microbial Biomass Carbon and Nitrogen | Environmental Science & Technology

pubs.acs.org/doi/10.1021/...
Global Meta-Analysis Integrated with Machine Learning Assesses Context-Dependent Microplastic Effects on Soil Microbial Biomass Carbon and Nitrogen
Microplastics (MPs) in soil can paradoxically stimulate microbial biomass in a highly context-dependent manner, potentially inducing decomposition and affecting carbon and nitrogen cycles. We conducted a global meta-analysis with 90 studies (710 observations of microbial biomass carbon (MBC), 354 of microbial biomass nitrogen (MBN)) integrated with machine learning to quantify MPs effects on soil microbial biomass. Field studies showed no significant effects, contrasting with controlled experiments where MPs increased MBC by 9.6% (95% CI: 7.2–11.9%) and MBN by 10.4% (6.8–14.0%). Biodegradable plastics (PBAT, PLA) induced stronger effects (36.1–67.6%) than conventional polymers (PE, PP, PS, PVC). Temperature emerged as the dominant factor, with a contrasting MPs effect on MBC (positive) and MBN (negative) at higher temperatures, suggesting potential decoupling of carbon and nitrogen cycles under warming conditions. Machine learning models (XGBoost, R2 = 0.62) significantly outperformed linear regressions (R2 = 0.02–0.05), revealing nonlinear responses and threshold effects. Stimulatory effects were most significant for medium-sized MPs (30–90 μm), at high concentrations (>10 g kg–1), and in soils with intermediate fertility, highlighting context-dependent risks to soil carbon and nitrogen cycling.
pubs.acs.org

Paper just accepted:

Number and dissimilarity of soil amendments influence soil properties and plant communities in a greenhouse experiment

Will share open-access link once available

Paper just out @newphyt.bsky.social

Ajaz et al.
Maximum entropy networks show that plant–arbuscular mycorrhizal fungi associations are anti-nested and modular

w/ Tancredi Caruso

nph.onlinelibrary.wiley.com/doi/10.1111/...
Maximum entropy networks show that plant–arbuscular mycorrhizal fungi associations are anti‐nested and modular
There is uncertainty in whether there is a common pattern of nestedness and modularity in plant–arbuscular mycorrhizal (AM) fungi associations, partly because of limitations arising from the use of ...
nph.onlinelibrary.wiley.com

Reading in journal club:

Mitchener et al.
Kosmos: An AI Scientist for Autonomous Discovery

arxiv.org/abs/2511.02824
Kosmos: An AI Scientist for Autonomous Discovery
Data-driven scientific discovery requires iterative cycles of literature search, hypothesis generation, and data analysis. Substantial progress has been made towards AI agents that can automate scient...
arxiv.org

Enjoyed the presentation 'Chrysalis. Artists in Labs' today as part of Berlin Science Week.

Up on the stage also the lab's @alvarordr.bsky.social and artist Helena Nikonole, who gave a presentation on their planned interaction.

Organized by our friends at Art Laboratory Berlin.

My new substack newsletter for this week ponders 'tiny experiments' within universities to explore new ways of research, teaching and collaboration.

Could this work? do you know of any good examples?

matthiasrillig.substack.com/p/tiny-exper...
Tiny experiments within universities?
Can we establish a culture of experiments to try out new forms of collaboration, research, and teaching?
matthiasrillig.substack.com

OMG! 😵‍💫

Nice!

yes; we tried to apply it to the spectrum of work done in our lab, from work on single fungal cultures in Petri dishes, to more regional or global work, and many steps in between.

As a part of Berlin Science week, I look forward to the event "Chrysalis. Artists in Labs", also featuring our lab's @alvarordr.bsky.social and our artist-in-residence Helena Nikonole

berlinscienceweek.com/programme/ch...
CHRYSALIS. ARTISTS IN LABS
During 2025 and 2026, Art Laboratory Berlin is unfolding the new innovative project CHRYSALIS. ARTISTS IN LABS with an interdisciplinary exchange between art and science in Berlin science laboratories...
berlinscienceweek.com

We were also trying to apply these three cultures to other fields in ecology (outside of predicting the biospheres), and the translation was not so clear. Would be interesting to explore further.

Also discussed if being aware of these 3 'options' could be a source of creativity in one's work...

Somewhat troubling:

Suzgun et al. in Nature Machine Intelligence

Language models cannot reliably distinguish belief from knowledge and fact

www.nature.com/articles/s42...
Language models cannot reliably distinguish belief from knowledge and fact - Nature Machine Intelligence
Suzgun et al. find that current large language models cannot reliably distinguish between belief, knowledge and fact, raising concerns for their use in healthcare, law and journalism, where such disti...
www.nature.com

The world’s first plastics treaty is in crisis: can it be salvaged? www.nature.com/articles/d41...
The world’s first plastics treaty is in crisis: can it be salvaged?
Hopes of securing a United Nations treaty on plastics pollution are fading after the final round of negotiations ended without an agreement.
www.nature.com

Fantastic paper, thanks for writing it. What I was wondering was if these three cultures are applicable to the same state of maturity of a field. It seems the variance culture is applicable to an early, exploratory phase of a field, and the other two come later when there is already data.

Who doesn't. 😅

Reposted by Matthias C. Rillig

Reading in journal club:

Developing a predictive science of the biosphere requires the integration of scientific cultures

@bjenquist.bsky.social et al.
www.pnas.org/doi/full/10....
Developing a predictive science of the biosphere requires the integration of scientific cultures | PNAS
Increasing the speed of scientific progress is urgently needed to address the many challenges associated with the biosphere in the Anthropocene. Co...
www.pnas.org