The role of AI-enhanced microscopy in soil biodiversity assessment: Advancing soil security, connectivity and governance with implications for the European Directive on Soil Monitoring and Resilience, and global agendas

As the cornerstone of civilization, soils are fundamental to human well-being and planetary health, yet they remain largely invisible within public awareness and policy frameworks that predominantly focus on climate change, landscapes, water and above-ground biodiversity. This oversight contributes to ongoing soil degradation, despite increasing international recognition of their non-renewable nature and critical roles in food security, climate regulation, socio-economic resilience, and national stability. Soil biodiversity both drives and reflects soil condition: microbial and faunal communities mediate pH buffering, nutrient cycling, water retention, and carbon stabilization, while shifts in abiotic factors, in turn, reshape the biological network. Due to this reciprocal linkage, biodiversity serves as a sensitive, integrative indicator of soil health and as a concept that non-experts can intuitively understand. Within the context of the European Soil Monitoring and Resilience Directive, this paper examines high-throughput approaches, particularly AI-enhanced microscopy, as scalable pathways to connect soil condition data with decision-makers and inform evidence-based governance. By making soil life visible and measurable, these technologies bridge the gap between expert knowledge and public understanding, enabling the translation of scientific insights into actionable conservation and management strategies. Central to this framework, Soil Community Hubs serve as vital platforms for collecting local soil biodiversity metrics, enhancing stakeholder connectivity, fostering adaptive soil management and regulation across diverse pedoclimatic contexts, and reframing the perception of soils as dynamic, living systems essential to human well-being.

Authors

Publication Details

Journal
Soil Security
Published
2025-09-23
DOI
https://doi.org/10.1016/j.soisec.2025.100203
Primary Topic
Environmental DNA in Biodiversity Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The role of AI-enhanced microscopy in soil biodiversity assessment: Advancing soil security, connectivity and governance with implications for the European Directive on Soil Monitoring and Resilience, and global agendas

Quim Zaldo-Aubanell, Celine Basset
Soil Security
Environmental DNA in Biodiversity Studies
article

The role of AI-enhanced microscopy in soil biodiversity assessment: Advancing soil security, connectivity and governance with implications for the European Directive on Soil Monitoring and Resilience, and global agendas

Quim Zaldo-Aubanell, Celine Basset
article en

Abstract

As the cornerstone of civilization, soils are fundamental to human well-being and planetary health, yet they remain largely invisible within public awareness and policy frameworks that predominantly focus on climate change, landscapes, water and above-ground biodiversity. This oversight contributes to ongoing soil degradation, despite increasing international recognition of their non-renewable nature and critical roles in food security, climate regulation, socio-economic resilience, and national stability. Soil biodiversity both drives and reflects soil condition: microbial and faunal communities mediate pH buffering, nutrient cycling, water retention, and carbon stabilization, while shifts in abiotic factors, in turn, reshape the biological network. Due to this reciprocal linkage, biodiversity serves as a sensitive, integrative indicator of soil health and as a concept that non-experts can intuitively understand. Within the context of the European Soil Monitoring and Resilience Directive, this paper examines high-throughput approaches, particularly AI-enhanced microscopy, as scalable pathways to connect soil condition data with decision-makers and inform evidence-based governance. By making soil life visible and measurable, these technologies bridge the gap between expert knowledge and public understanding, enabling the translation of scientific insights into actionable conservation and management strategies. Central to this framework, Soil Community Hubs serve as vital platforms for collecting local soil biodiversity metrics, enhancing stakeholder connectivity, fostering adaptive soil management and regulation across diverse pedoclimatic contexts, and reframing the perception of soils as dynamic, living systems essential to human well-being.

Soil SecurityVol. 21
Openalex Percentile: Top 75%
Environmental DNA in Biodiversity Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.