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.

🌿 ecology

Intra-African Geographic Domain Shift in Wildlife Camera Trap Species Classification: A Comparative Study of Supervised and Zero-Shot Foundation Models

This study presents the first systematic evaluation of intra-African geographic domain shift in wildlife camera trap classification by comparing supervised, retrieval-based, and zero-shot foundation models across diverse Southern African datasets to provide practical guidance for deploying conservation AI without new labelled data.

Nanduri, N., Ogundare, J., Anderson, G.2026-06-25
🌿 ecology

The MosAICo ecosystem: bridging the taxonomic gap in vector surveillance with real-time entomological artificial intelligence

The MosAICo ecosystem is an AI-powered, standardized hardware-software pipeline that overcomes the taxonomic bottleneck in mosquito surveillance by achieving high-accuracy, real-time automated identification of priority vector species while effectively flagging unknown specimens for expert review, thereby scaling national and cross-border disease monitoring efforts.

Sarleti, N., Tubito, A., Severini, F., Dante, V., Ciardiello, A., Silvestrini, F., Bonizzoni, M., Afrane, Y., MosAIco Wo (…)2026-06-23
🌿 ecology

Microbial succession in West African secondary forests: rapid internal stabilisation without convergence toward old-growth reference states

This study of West African secondary forests reveals that while soil bacterial and arbuscular mycorrhizal fungal communities rapidly reorganize and stabilize internally within a decade of agricultural abandonment, they fail to converge toward old-growth reference states even after 43 years, suggesting that passive regeneration alone is insufficient to restore native microbial assemblages within ecologically relevant timescales.

Ebou, A., Amani, B. H. K., Toure, G.-P. T., Ehouman, E., Zaoui, S. V., Toure, A. D., Ndiaye, S. M., Yapo, S. C., Koffi (…)2026-06-22
🌿 ecology

NicheDiv: A DAPC framework to quantify niche divergence across highly multivariate environmental space

The paper introduces NicheDiv, an R package that adapts discriminant analysis of principal components (DAPC) to robustly quantify and characterize niche divergence across high-dimensional, collinear environmental spaces while addressing common methodological biases and identifying key drivers of ecological differentiation.

Schoenberger, D., MacDonald, Z. G., Schmidt, B. C., Dupuis, J. R.2026-06-22
🌿 ecology

Immediate methane and carbon dioxide release from exposed permafrost at an active retrogressive thaw slump in the Canadian Arctic

This study demonstrates that active retrogressive thaw slumps in the Canadian Arctic immediately release significant amounts of trapped biogenic methane and carbon dioxide upon exposure, suggesting that current permafrost carbon feedback models underestimate greenhouse gas emissions by overlooking the direct release of gases stored within frozen soil matrices.

Joyce, L., Lapham, L. L., MacLeod, R., Phillips, M. R., Norooz Oliaee, J., Gillespie, A. W., Morse, P., Dallimore, S., G (…)2026-06-19