Biomonitoring 3.0: From Taxa Lists to Interaction-Ready, Time-Resolved Ecosystem Monitoring

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Authors: Leandro Lofeu, Ehsan Pashay Ahi
Cited by: 1

Abstract

Biomonitoring has been transformed by high-throughput sequencing from morphology-based indices to scalable molecular inventories, yet monitoring has remained dominated by taxa lists. In this Perspective, Biomonitoring 3.0 is proposed as interaction-ready, time-resolved ecosystem monitoring, with environmental RNA positioned as a complementary layer through which more recent biological activity and context-dependent responses can often be reported. An inference ladder is introduced to grade interaction evidence from co-occurrence patterns to coupled signal–response dynamics and, where feasible, ecosystem-level consequences. Field designs are outlined in which time-lagged series, paired sampling of signal sources and putative recipients, and carrier-aware handling of extracellular RNA are emphasized to reduce legacy detection and strengthen attribution. Minimum reporting elements are recommended to support cross-study synthesis and benchmarking. The “3.0” designation is justified as a third step beyond Biomonitoring 2.0 inventories: monitoring is redirected from static membership toward dynamics and feedbacks that govern ecosystem function and decision-relevant change. A pragmatic agenda is provided for converting environmental nucleic acids into interaction indicators rather than presence records.

Fields of Study & Subjects

Environmental DNA in Biodiversity Studies Freshwater macroinvertebrate diversity and ecology Microbial Community Ecology and Physiology

Publication details

Journal / source
Preprints.org
Publisher
MDPI AG
Publication date
27 March 2026
Document type
Preprint