Evidence map›Paper›PMID 42447092›Full record

ArticlePloS one2026

Agrivoltaic panel shading influences soil nutrient dynamics and microbial community structure in a wheat-cultivated field.

Claudia Chiodi, Federico Gavinelli, Shunlei Li, Massimo Cagnin, Davide Del Todesco Frisone, Sara Remelli, Aldo Dal Prà, Giuseppe Concheri, Andrea Squartini, Asia Paone and 2 more

Abstract read
In one paragraph

Article in PloS one, 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

12 authors.

Claudia ChiodiDepartment of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padova, Italy.ORCID https://orcid.org/0000-0003-2081-3757
Federico GavinelliDepartment of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padova, Italy.
Shunlei LiDepartment of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padova, Italy.
Massimo CagninDepartment of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padova, Italy.
Davide Del Todesco FrisoneDepartment of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padova, Italy.
Sara RemelliDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy.
Aldo Dal PràInstitute of BioEconomy-National Research Council, Florence, Italy.ORCID https://orcid.org/0000-0002-8882-5650
Giuseppe ConcheriDepartment of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padova, Italy.ORCID https://orcid.org/0000-0002-5812-8504
Andrea SquartiniDepartment of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padova, Italy.
Asia PaoneREM Tec S.R.L., Mantova, Italy.
Cristina MentaDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy.
Piergiorgio StevanatoDepartment of Agronomy, Food, Natural Resources, Animals and Environment, University of Padova, Padova, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Agrivoltaic systems (AV), which combine photovoltaic panels with crop cultivation, represent a dual land use strategy to address food and energy security challenges under growing population pressures. However, the effects of AV systems on soil biogeochemical processes and microbial communities remain insufficiently characterized. This study investigated the effects of AV trackers with varying Ground Coverage Ratio (GCR) on soil physicochemical properties, and microbial community composition and diversity at two time points (T1 and T2). Field experiments were conducted in a wheat-cultivated field using two AV configurations: standard (STV1, GCR = 13%) and extended (STV2, GCR = 41%) trackers, compared to a full-sun control (CI). Soil chemical analysis performed using a combustion analyzer showed that organic carbon, total nitrogen, Olsen phosphorus, and exchangeable calcium, potassium, and magnesium were all increased under STV2 compared to both STV1 and the control; this overall enrichment was further confirmed by ICP-OES-based elemental profiling. Amplicon sequencing of the 16S rRNA and ITS1 regions revealed reduced bacterial and fungal diversity under STV2. Significant taxonomic shifts in bacterial and fungal communities were also observed at both phylum and genus levels relative to the control. These findings suggest that extended shading from STV2 altered soil chemical properties while restructuring microbial communities, reducing diversity and favoring copiotrophic taxa, especially at T1. Overall, the results underscore the central role of agrivoltaic design, specifically shading intensity and GCR, in shaping belowground processes with relevant implications for soil health and the agroecological performance of dual land use energy-food systems.

Indexed as

AgricultureMicrobiotaNutrientsSoilSoil MicrobiologyTriticumBacteriaFungiNitrogenPhosphorusRNA, Ribosomal, 16SNitrogenPhosphorusRNA, Ribosomal, 16SSoil

Identifiers

PMID42447092
PMCPMC13367718

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LicenceCC BY
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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.