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
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
November 10, 2025 at 9:44 PM
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
November 10, 2025 at 9:33 PM
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
November 10, 2025 at 1:56 PM
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
November 10, 2025 at 7:17 AM
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.
November 8, 2025 at 5:24 PM
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
November 8, 2025 at 5:13 PM
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
November 4, 2025 at 3:04 PM
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
November 4, 2025 at 12:17 PM
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
November 4, 2025 at 10:59 AM
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
November 3, 2025 at 1:33 PM
Very interesting point, and I have been thinking about this myself....

Universities can harness AI to make learning intuitive www.nature.com/articles/d41...
Universities can harness AI to make learning intuitive
Letter to the Editor
www.nature.com
November 1, 2025 at 5:25 PM
Good point (I think about this at the end of every year when ungodly sums of money are blow up in New Year's fireworks here in Germany).

Don’t overlook the plastic footprint of fireworks www.nature.com/articles/d41...
Don’t overlook the plastic footprint of fireworks
Letter to the Editor
www.nature.com
October 31, 2025 at 9:06 AM
In my newsletter for this week I ponder applied research, and what it would take to make the pivot to including more applied topics in a research lab's portfolio.

If you have some thoughts on this, please share!

matthiasrillig.substack.com/p/pivoting-t...
Pivoting towards more applied research in times of reduced university funding?
Some thoughts....
matthiasrillig.substack.com
October 30, 2025 at 1:25 PM
Very interesting and we'll read in our upcoming lab journal club....
In our latest paper in PNAS, we ask: How can scientific progress be accelerated to meet the urgent challenges of the Anthropocene? We point to significant barriers in forecasting & prediction efforts for the biosphere 🧵👇 🧪🌎🦋 1/n www.pnas.org/doi/10.1073/...
#ScienceTwitter #Ecology #Anthropocene
October 29, 2025 at 8:49 AM
When is a broader scientific problem 'solved'?

matthiasrillig.substack.com/p/when-is-a-...
When is a broader scientific problem or question 'solved'?
Well, I think: never. But how this led to maybe a more interesting question....
matthiasrillig.substack.com
October 24, 2025 at 7:03 AM
Reposted by Matthias C. Rillig
It’s easy to come up with a research idea. A new experiment, a follow-up study, a twist on someone else’s work.

But truly good ideas? The kind that shift how people think or open a new line of research? Those are rare, via @mrillig.bsky.social
matthiasrillig.substack.com/p/how-many-g...
How many good ideas will you have?
And no, they are not a dime a dozen....
matthiasrillig.substack.com
October 23, 2025 at 3:44 PM
Paper just out, a collaboration between a visiting postdoc, a visiting PhD student, and a postdoc in my group

Wang et al. SBB

Long-term intercropping mitigates warming-induced carbon loss via enhancing microbial and substrate resistance

www.sciencedirect.com/science/arti...
Long-term intercropping mitigates warming-induced carbon loss via enhancing microbial and substrate resistance
Long-term intercropping represents a key strategy to boost productive and ecological benefits. However, its potential to mitigate soil carbon-climate …
www.sciencedirect.com
October 24, 2025 at 6:44 AM
Yes it is....

Is academic research becoming too competitive? Nature examines the data www.nature.com/articles/d41...
Is academic research becoming too competitive? Nature examines the data
Applications for European research grants increased in 2025. Scientists say they’re feeling the competition.
www.nature.com
October 23, 2025 at 12:39 PM
Final version out:

Li et al.
Mycorrhizal allies: synergizing forest carbon and multifunctional restoration

www.sciencedirect.com/science/arti...
October 23, 2025 at 11:40 AM
Final version published:

Lehmann et al.
Research landscape of experiments on global change effects on mycorrhizas

nph.onlinelibrary.wiley.com/doi/10.1111/...
October 23, 2025 at 11:34 AM
Paper accepted:

Ageing conditions of tire wear particles alter the effects of their leachates on soil

A collaboration of several doctoral students and postdocs in the lab.

Will share full details once available.
October 23, 2025 at 8:42 AM
Great to see my book "Mutter Erde" in the bookshop around the corner from where I live...especially since the ecology/ environment section is quite small.
October 22, 2025 at 9:07 AM
Nice walk in the Botanical Garden at dusk...to get away from email.
October 21, 2025 at 7:24 PM
Ein recht ausführliches Interview mit Anna Corves bei rbb inforadio zu meinem Buch "Mutter Erde":

www.inforadio.de/rubriken/wis...

@rbb24.de
Wie unser Umgang mit dem Boden unsere Lebensgrundlage bedroht
Die Erde unter unseren Füßen trägt uns, ernährt uns – sie ist Grundlage unseres Lebens. Doch was wissen wir eigentlich über sie? Matthias Rillig zählt zu den führenden Forschern auf dem Feld der Boden...
www.inforadio.de
October 20, 2025 at 6:11 AM
Ein Artikel von ZDF.heute über Begriffe in der Ökologie:

Weg mit "Unkraut"!: Warum unsere Sprache das Ökosystem verzerrt

www.zdfheute.de/wissen/sprac...
Weg mit "Unkraut"!: Warum unsere Sprache das Ökosystem verzerrt
Was wir "Unkraut" nennen, rettet Bienen - und "Schädlinge" pflegen den Boden. Unsere Sprache unterschätzt die Natur. Zeit für ein Umdenken?
www.zdfheute.de
October 20, 2025 at 5:43 AM