Evidence map›Paper›PMID 42755859›Full record

ArticlePlant phenomics (Washington, D.C.)2026

Temporal GWAS and QTL mapping of UAV-derived digital canopy height reveals stage-specific genetic effects in bread wheat.

Fabio Fania, Patrizio Spadanuda, Damiano Puglisi, Giuseppina Angione, Ida Colella, Ivano Pecorella, Salvatore Esposito, Pasquale De Vita

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PubMed Full text at PMC Publisher
In one paragraph

Article in Plant phenomics (Washington, D.C.), 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
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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

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.

Fabio FaniaCREA Research Centre for Cereal and Industrial Crops, CREA-CI, Foggia, Italy.
Patrizio SpadanudaCREA Research Centre for Cereal and Industrial Crops, CREA-CI, Foggia, Italy.
Damiano PuglisiCREA Research Centre for Cereal and Industrial Crops, CREA-CI, Foggia, Italy.
Giuseppina AngioneCREA Research Centre for Cereal and Industrial Crops, CREA-CI, Foggia, Italy.
Ida ColellaCREA Research Centre for Cereal and Industrial Crops, CREA-CI, Foggia, Italy.
Ivano PecorellaCREA Research Centre for Cereal and Industrial Crops, CREA-CI, Foggia, Italy.
Salvatore EspositoCNR-IBBR, National Research Council of Italy, Institute of Biosciences and Bioresources, Portici, NA, Italy.
Pasquale De VitaCREA Research Centre for Cereal and Industrial Crops, CREA-CI, Foggia, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dissecting the temporal genetic architecture of crop growth requires phenotyping platforms that combine high throughput with fine temporal resolution. Here, we combined multi-season RGB-UAV phenotyping with temporal GWAS and QTL mapping to resolve stage-specific genetic effects on canopy height in bread wheat. An elite panel of 174 cultivars and a recombinant inbred line population of 162 lines were monitored across three growing seasons (2021-2024) in southern Italy. Digital canopy height was extracted from plot-level 3D point clouds at multiple percentile levels and validated against ground measurements (R

Indexed as

Adaptation genesDigital canopy heightRhtTillering plateauUAV phenotyping

Identifiers

PMID42755859
PMCPMC13582003

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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.