Potential of <scp>RGB</scp> Spectral Information in the Selection of Wheat (<i>Triticum aestivum</i> L.) Genotypes Adapted to Early Drought and Salinity Stresses

ABSTRACT Wheat ( Triticum aestivum L.) is one of the world's main cereals, with considerable potential for expansion in tropical regions such as the Brazilian Cerrado. However, abiotic stresses, such as drought and salinity, present significant challenges for the cultivation of this species in the region. This challenge can be overcome by selecting cultivars that are tolerant to these stresses. This study investigated the potential of using RGB spectral information from wheat seedlings as a rapid and nondestructive tool to identify wheat genotypes adapted to drought and salinity stress conditions. Seeds from 11 wheat cultivars were sown under nonstressful (control) and stressful (drought and salinity) conditions. The seedlings were evaluated for germination and morphological traits, and RGB spectral images were obtained via a low‐cost platform for analysis. The data were subjected to analysis of variance, correlation, and calculation of the WAASB multitrait stability index to identify the genotypes with the greatest adaptation and stability. The RGB spectral information (ExGR, ExR, VEG, RED, GREEN and BLUE) proved to be efficient in the selection of wheat genotypes adapted to drought and salinity stress conditions during the initial seedling growth stage. The wheat genotypes ORS FEROZ and BRS 404 have high stability for cultivation both under nonstressful conditions and under drought and salinity stress conditions. Additionally, these genotypes can be used as parents in crossing blocks to obtain genotypes that are better adapted to drought and salinity stress conditions.

Authors

Institutions

Publication Details

Journal
Journal of Agronomy and Crop Science
Published
2025-04-11
DOI
https://doi.org/10.1111/jac.70060
Citations
1
Primary Topic
Genetics and Plant Breeding
Type
article
Field-Weighted Citation Impact
1.75
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Potential of RGB Spectral Information in the Selection of Wheat (Triticum aestivum L.) Genotypes Adapted to Early Drought and Salinity Stresses

Leandra Matos Barrozo, Francisco Charles dos Santos Silva, Alan Mário Zuffo, Fábio Steiner et al.
1 citations
Journal of Agronomy and Crop Science
Genetics and Plant Breeding
1.75
article

Potential of RGB Spectral Information in the Selection of Wheat (Triticum aestivum L.) Genotypes Adapted to Early Drought and Salinity Stresses

Leandra Matos Barrozo, Francisco Charles dos Santos Silva, Alan Mário Zuffo, Fábio Steiner, Jorge González Aguilera, Ricardo Mezzomo, Gustavo Pereira Cardoso-Oliveira, Andressa de Oliveira Brito, Rafael Felippe Ratke, Leandris Argentel‐Martínez, Bruno Rodrigues de Oliveira, Kaiane Maria Martins Moreira
article en
1 citations

Abstract

ABSTRACT Wheat ( Triticum aestivum L.) is one of the world's main cereals, with considerable potential for expansion in tropical regions such as the Brazilian Cerrado. However, abiotic stresses, such as drought and salinity, present significant challenges for the cultivation of this species in the region. This challenge can be overcome by selecting cultivars that are tolerant to these stresses. This study investigated the potential of using RGB spectral information from wheat seedlings as a rapid and nondestructive tool to identify wheat genotypes adapted to drought and salinity stress conditions. Seeds from 11 wheat cultivars were sown under nonstressful (control) and stressful (drought and salinity) conditions. The seedlings were evaluated for germination and morphological traits, and RGB spectral images were obtained via a low‐cost platform for analysis. The data were subjected to analysis of variance, correlation, and calculation of the WAASB multitrait stability index to identify the genotypes with the greatest adaptation and stability. The RGB spectral information (ExGR, ExR, VEG, RED, GREEN and BLUE) proved to be efficient in the selection of wheat genotypes adapted to drought and salinity stress conditions during the initial seedling growth stage. The wheat genotypes ORS FEROZ and BRS 404 have high stability for cultivation both under nonstressful conditions and under drought and salinity stress conditions. Additionally, these genotypes can be used as parents in crossing blocks to obtain genotypes that are better adapted to drought and salinity stress conditions.

Journal of Agronomy and Crop ScienceVol. 211(3)
Universidade Federal de Mato Grosso do Sul (BR), Universidade Estadual de Mato Grosso do Sul (BR), Tecnológico Nacional de México (MX), Universidade Estadual do Maranhão (BR)
Openalex Percentile: Top 16%
Genetics and Plant Breeding
1.75
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.