Evidence map›Paper›PMID 42719182›Full record

ArticleFrontiers in plant science2026

Airflow and spectrum interactions jointly regulate gas exchange and biomass production in vertical farming.

D D Avgoustaki, J Sohn, A M Stamoulou, T Sachlis, D Savvidis, G Matsas, T Bartzanas

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in plant science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

7 authors.

D D AvgoustakiDepartment of Natural Resources and Agricultural Engineering, Agricultural University of Athens, Athens, Greece.
J SohnDepartment of Business Development and Technology, Aarhus University, Herning, Denmark.
A M StamoulouDepartment of Natural Resources and Agricultural Engineering, Agricultural University of Athens, Athens, Greece.
T SachlisDepartment of Natural Resources and Agricultural Engineering, Agricultural University of Athens, Athens, Greece.
D SavvidisDepartment of Natural Resources and Agricultural Engineering, Agricultural University of Athens, Athens, Greece.
G MatsasDepartment of Natural Resources and Agricultural Engineering, Agricultural University of Athens, Athens, Greece.
T BartzanasDepartment of Natural Resources and Agricultural Engineering, Agricultural University of Athens, Athens, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Microclimate heterogeneity and uneven airflow remain major constraints to physiological stability and yield uniformity in vertical farming (VF). While airflow can influence leaf boundary-layer conditions and gas exchange, its interaction with LED spectral composition is not fully understood. This study investigated the combined effects of targeted airflow and LED spectrum on physiological performance and biomass formation of lettuce (

Indexed as

airflow managementbiomass productioncontrolled-environment agriculturegas exchangeLED lightingLED spectralettuce

Identifiers

PMID42719182
PMCPMC13553962

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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.