Evidence map›Paper›PMID 42713348›Full record

ArticleMethods in ecology and evolution2026

Mind(the)Plant: An expandable multimodal facility for the integrated characterization of plant behaviour.

Valentina Simonetti, Bianca Bonato, Silvia Guerra, Sara Avesani, Luca Semenzato, Maria Bulgheroni, Gabriela Gjinaj, Laura Ravazzolo, Marco Dadda, Umberto Castiello

Abstract read
In one paragraph

Article in Methods in ecology and evolution, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Valentina SimonettiDepartment of General Psychology, University of Padova, Padova, Italy.ORCID https://orcid.org/0000-0001-7013-1338
Bianca BonatoDepartment of General Psychology, University of Padova, Padova, Italy.
Silvia GuerraDepartment of General Psychology, University of Padova, Padova, Italy.ORCID https://orcid.org/0000-0003-2941-5739
Sara AvesaniDepartment of General Psychology, University of Padova, Padova, Italy.ORCID https://orcid.org/0009-0007-3646-4340
Luca SemenzatoDepartment of General Psychology, University of Padova, Padova, Italy.
Maria BulgheroniAb.Acus Srl, Milan, Italy.
Gabriela GjinajDepartment of General Psychology, University of Padova, Padova, Italy.
Laura RavazzoloDepartment of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, Legnaro, Italy.
Marco DaddaDepartment of General Psychology, University of Padova, Padova, Italy.
Umberto CastielloDepartment of General Psychology, University of Padova, Padova, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding plant behaviour requires the integration of multiple phenotypic and physiological signals measured over time under controlled conditions. However, different plant signals are typically studied using separate experimental setups, limiting temporal alignment and integrative analyses.We present Mind(the)Plant, a modular experimental facility designed for the synchronized, long-term acquisition of multimodal plant data, including three-dimensional shoot kinematics, above- and below-ground volatile organic compounds (VOCs) and root imaging. Its modular architecture is designed to accommodate additional acquisition modules, such as electrophysiological signalling, as future extensions. The platform integrates a controlled growth environment with stereovision imaging, high-resolution time-of-flight mass spectrometry and custom rhizocameras. These components are connected through a unified network infrastructure that ensures synchronized acquisition and centralized data handling.We validate the performance of each acquisition module through multi-week recordings, demonstrating high-temporal stability, reliable stereovision synchronization, effective isolation of VOCs signals and robust operation of below-ground imaging. We further illustrate the analytical potential of the platform using a one-day continuous multimodal acquisition combining shoot kinematics, above-ground VOC emissions, rhizocameras observations and environmental data.Mind(the)Plant provides a novel methodological framework for studying plant behaviour, signalling and phenotypic plasticity in ecological and evolutionary research. By enabling coordinated measurements of multiple plant response modalities, the platform supports investigations of dynamic plant-environment and plant-plant interactions from a behavioural perspective.

Indexed as

kinematicsmultimodal investigationphytotronplant behaviourrhizocamerasvocs

Identifiers

PMID42713348
PMCPMC7619469

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.