Ecology explores the intricate relationships between living organisms and their environments, revealing how life adapts, interacts, and sustains itself across the planet. From microscopic soil communities to vast migratory patterns, this field examines the delicate balance that keeps ecosystems functioning and resilient. Understanding these connections is vital for addressing urgent challenges like climate change and biodiversity loss.

At Gist.Science, we make the latest research from bioRxiv accessible to everyone. We process every new preprint in this category as it appears, offering both clear plain-language explanations and detailed technical summaries to suit every reader. This approach ensures that groundbreaking findings in ecological science are not locked behind complex terminology but are available for immediate understanding and discussion.

Below are the latest papers in ecology, curated to help you stay informed about the evolving story of life on Earth.

Estimating the Presence and Abundance of Aedes Albopictus in Europe Using Neural Networks

The paper introduces AIedes, a neural network framework that accurately predicts the presence and weekly abundance of the invasive *Aedes albopictus* mosquito across Europe using only climate variables, supported by newly harmonized surveillance and climate datasets released for reproducible evaluation.

biazzo, i., Schuh, L., gossner, c., briet, o., Kioutsioukis, I., Orfei, L., MARKOV, P. V.2026-05-16🌿 ecology

The AvianMetaNetwork: biotic interactions among birds of the continental United States and Canada

This paper presents the AvianMetaNetwork, a comprehensive, open dataset documenting 25,907 empirically verified, directional interspecific interactions among 1,989 bird species across the continental United States and Canada, designed to fill critical knowledge gaps and enable macroecological and eco-evolutionary research at continental scales.

Zarnetske, P. L., Bills, P. S., Kapsar, K. E., Mansfield, L., Parker, E., Roche, C., Hirschowitz, I., DePasquale, G., Zonneveld, S.2026-05-14🌿 ecology

Modelling the persistence of post-management disturbance in Calluna vulgaris communities

This study models the persistence of management effects in *Calluna vulgaris* communities on deep peat, revealing that a 50-year transition period to a natural age structure is required after banning rotational burning, thereby highlighting the urgent need for alternative strategies like rewetting to mitigate wildfire risks and avoid biased ecological assessments.

Ritson, J. P., Bell, B., Worrall, F., Evans, M., Lindsay, R., Evans, C.2026-05-14🌿 ecology

An explainable machine learning consensus framework for robust estimations of environmental effects on population dynamics

This paper introduces a novel explainable machine learning consensus framework that quantifies explanation consistency across multiple model architectures to reliably identify robust environmental drivers and flag areas of uncertainty in ecological population dynamics, demonstrated through synthetic coral cover data.

Dhananjanie, A., Thompson, H., Vercelloni, J., Warne, D. J.2026-05-13🌿 ecology

Autumn drought drives deterministic bacterial filtering and network destabilization in a phenotype-related manner in Pinus halepensis seedlings

This study demonstrates that short, severe autumn droughts at moderate temperatures trigger phenotype-dependent deterministic filtering of bacterial communities and destabilize root microbiome networks in *Pinus halepensis* seedlings, ultimately compromising their recovery capacity and hindering Mediterranean forest restoration efforts under climate change.

Aleksieienko, I., Reiter, I. M., Reilhan, J., De Castro, M., Santaella, C.2026-05-13🌿 ecology

Optimal Strategies for Signal Sending and Perception in Volatile-mediated Within-Plant Signaling against Herbivory

This study employs a mathematical model to demonstrate that optimal within-plant volatile-mediated signaling against herbivory, involving the co-evolution of signal emission and perception, is favored only under intermediate herbivory pressure, while the inclusion of perception-independent functions can decouple these traits and enable emission-only strategies.

Kudo, S. N., Iwakura, K., Satake, A.2026-05-11🌿 ecology