Evidence map›Paper›PMID 41711144›Full record

ArticlePhysiologia plantarum

Dynamic Adjustment of LED Lighting Through Real-Time Chlorophyll Fluorescence Monitoring Across an Entire Lettuce Growth Cycle.

Suyun Nam, Marc W van Iersel, Rhuanito Soranz Ferrarezi

Abstract read
In one paragraph

Article in Physiologia plantarum. 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

3 authors.

Suyun NamDepartment of Horticulture, University of Georgia, Athens, USA.ORCID https://orcid.org/0000-0001-5922-6475
Marc W van IerselDepartment of Horticulture, University of Georgia, Athens, USA.ORCID https://orcid.org/0000-0001-5491-0622
Rhuanito Soranz FerrareziDepartment of Horticulture, University of Georgia, Athens, USA.ORCID https://orcid.org/0000-0002-6873-7995

Funding

National Institute of Food and Agriculture 2018-51181-28365National Institute of Food and Agriculture 2026-67021-45822
6 · The paper itself

Abstract

Biofeedback control of light-emitting diode (LED) lighting based on real-time photosynthetic performance offers a promising framework for plant-responsive light management in controlled environment agriculture (CEA). While the short-term feasibility of electron transport rate (ETR)-based light regulation has been demonstrated, its long-term performance remains untested. This study evaluated the ETR-based biofeedback lighting control system over an entire crop cycle of lettuce under three target ETR levels (55, 90, and 125 μmol m

Indexed as

ChlorophyllLactucaLightingElectron TransportFluorescenceLightPhotoperiodPhotosynthesisPhotosystem II Protein ComplexChlorophyllPhotosystem II Protein Complexbiofeedback systemchlorophyll fluorescencedynamic LED controlelectron transport ratelight use efficiency

Identifiers

PMID41711144
PMCPMC12917939

What OpenQuestion holds

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LicenceCC BY-NC
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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.