Evidence map›Paper›PMID 42100051›Full record

ArticleFrontiers in plant science2026

Optimizing growth efficiency and energy economics in vertical farming through dynamic reduction of blue light in lettuce baby leaf (

Vivek Jadhav, Vito Aurelio Cerasola, Karin Nilsson, Marco Ghio, Michael Martin, Giuseppina Pennisi, Giorgio Gianquinto, Francesco Orsini

Abstract read
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

8 authors.

Vivek JadhavDepartment of Agricultural and Food Science (DISTAL),Alma Mater Studiorum - University of Bologna, Bologna, Italy.
Vito Aurelio CerasolaDepartment of Agricultural and Food Science (DISTAL),Alma Mater Studiorum - University of Bologna, Bologna, Italy.
Karin NilssonNära Sverige AB, Stockholm, Sweden.
Marco GhioGermina S.r.l., Genova, Italy.
Michael MartinDivision of Life Cycle Management, Department of Sustainable Society, IVL Swedish Environmental Research Institute, Stockholm, Sweden.
Giuseppina PennisiDepartment of Agricultural and Food Science (DISTAL),Alma Mater Studiorum - University of Bologna, Bologna, Italy.
Giorgio GianquintoDepartment of Agricultural and Food Science (DISTAL),Alma Mater Studiorum - University of Bologna, Bologna, Italy.
Francesco OrsiniDepartment of Agricultural and Food Science (DISTAL),Alma Mater Studiorum - University of Bologna, Bologna, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Vertical farming offers a sustainable solution for urban food production, but energy optimization remains a critical challenge, with nearly half of the electricity requirements dedicated to artificial lighting. Dynamic adjustment of blue and red light can reduce energy costs, as blue light is more energy-intensive, thereby lowering operating expenses and increasing profitability. Methods: This research investigates the effects of dynamic adjustment of blue and red light on lettuce ( Results: While the 50% B dynamic treatment did not enhance overall crop performance compared to the RB3 control, 25% B and 38% B increased lettuce fresh yield by 50-60%, with dry weight remaining stable. Discussion: These responses indicate improved leaf hydration (reduced dry matter content) resulting in increased fresh marketable yield, improved light-energy use efficiency by up to 63% and reduced lighting costs by 40%, demonstrating that constant blue light at a fixed PPFD is not required for optimal growth. This approach may offer a viable strategy to reduce production costs and enhance sustainability in controlled environment agriculture.

Indexed as

artificial lightingdynamic lightingeconomic efficiencyenergy optimizationgrowth patternsindoor cultivation

Identifiers

PMID42100051
PMCPMC13143623

What OpenQuestion holds

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LicenceCC BY
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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.