High-throughput digital imaging and detection of morpho-physiological traits in tomato plants under drought
2024
Preuzimanje 🢃
Autori
Kovár, MarekŽivčák, Marek
Filaček, Andrej
Jasenovská, Lucia
Vukelić, Igor
Panković, Dejana
Bárek, Viliam
Yang, Xinghong
Brestič, Marián
Članak u časopisu (Objavljena verzija)
Metapodaci
Prikaz svih podataka o dokumentuApstrakt
Advances in informatics, robotics, and imaging techniques make it possible to use state-of-the-art digital reconstruction technologies for high-throughput plant phenotyping (HTPP) affected by stress factors, as well as for the ontology of their structural and functional traits. Digital imaging of structural and functional features of the aboveground part of plants is non-destructive and plants can be monitored throughout their entire life cycle. In the experiment with tomato plants (Solanum lycopersicum L.; cv. Gruzanski zlatni) grown in controlled environmental conditions and affected by gradual soil dehydration, we evaluated phenotypic traits and phenotypic plasticity by the PlantScreenTM platform using digital imaging of plant optical signals. In this study, 25 different morpho-physiological traits of the plant were evaluated during the precise control and monitoring of the water content in the soil. Different levels of plant water supply induced statistically significant difference...s in the formation of individual phenotypic traits. Several plant traits have been identified that are characterized by low variability in both well-hydrated and water-stressed conditions, as well as traits with high phenotypic plasticity. Geometric traits (especially Isotop, Round-2top, and Compside) showed a relatively low level of drought-induced phenotypic plasticity. However, functional and chemometric characteristics (ΔF/F′m, Rfd, Water-1, and ARI-1) showed the potential to exhibit rapid plasticity in water-stressed conditions. Our results confirmed that a high-throughput phenotyping methodology coupled with advanced statistical analysis tools can be successfully applied to characterize crop stress responses and identify traits associated with crop stress tolerance.
Ključne reči:
high-throughput phenotyping / imaging / chlorophyll fluorescence / chemometrics / tomato / droughtIzvor:
Open Agriculture, 2024, 9, 1Izdavač:
- De Gruyter Open Access
Finansiranje / projekti:
- Projects of the Slovak Research and Development Agency APVV-SK-SRB-21-0043, APVV-20-0071, and APVV SKCN- 21-0045.
Kolekcije
Institucija/grupa
Fakultet ekološke poljoprivredeTY - JOUR AU - Kovár, Marek AU - Živčák, Marek AU - Filaček, Andrej AU - Jasenovská, Lucia AU - Vukelić, Igor AU - Panković, Dejana AU - Bárek, Viliam AU - Yang, Xinghong AU - Brestič, Marián PY - 2024 UR - https://redun.educons.edu.rs/handle/123456789/685 AB - Advances in informatics, robotics, and imaging techniques make it possible to use state-of-the-art digital reconstruction technologies for high-throughput plant phenotyping (HTPP) affected by stress factors, as well as for the ontology of their structural and functional traits. Digital imaging of structural and functional features of the aboveground part of plants is non-destructive and plants can be monitored throughout their entire life cycle. In the experiment with tomato plants (Solanum lycopersicum L.; cv. Gruzanski zlatni) grown in controlled environmental conditions and affected by gradual soil dehydration, we evaluated phenotypic traits and phenotypic plasticity by the PlantScreenTM platform using digital imaging of plant optical signals. In this study, 25 different morpho-physiological traits of the plant were evaluated during the precise control and monitoring of the water content in the soil. Different levels of plant water supply induced statistically significant differences in the formation of individual phenotypic traits. Several plant traits have been identified that are characterized by low variability in both well-hydrated and water-stressed conditions, as well as traits with high phenotypic plasticity. Geometric traits (especially Isotop, Round-2top, and Compside) showed a relatively low level of drought-induced phenotypic plasticity. However, functional and chemometric characteristics (ΔF/F′m, Rfd, Water-1, and ARI-1) showed the potential to exhibit rapid plasticity in water-stressed conditions. Our results confirmed that a high-throughput phenotyping methodology coupled with advanced statistical analysis tools can be successfully applied to characterize crop stress responses and identify traits associated with crop stress tolerance. PB - De Gruyter Open Access T2 - Open Agriculture T1 - High-throughput digital imaging and detection of morpho-physiological traits in tomato plants under drought IS - 1 VL - 9 DO - https://doi.org/10.1515/opag-2022-0331 ER -
@article{ author = "Kovár, Marek and Živčák, Marek and Filaček, Andrej and Jasenovská, Lucia and Vukelić, Igor and Panković, Dejana and Bárek, Viliam and Yang, Xinghong and Brestič, Marián", year = "2024", abstract = "Advances in informatics, robotics, and imaging techniques make it possible to use state-of-the-art digital reconstruction technologies for high-throughput plant phenotyping (HTPP) affected by stress factors, as well as for the ontology of their structural and functional traits. Digital imaging of structural and functional features of the aboveground part of plants is non-destructive and plants can be monitored throughout their entire life cycle. In the experiment with tomato plants (Solanum lycopersicum L.; cv. Gruzanski zlatni) grown in controlled environmental conditions and affected by gradual soil dehydration, we evaluated phenotypic traits and phenotypic plasticity by the PlantScreenTM platform using digital imaging of plant optical signals. In this study, 25 different morpho-physiological traits of the plant were evaluated during the precise control and monitoring of the water content in the soil. Different levels of plant water supply induced statistically significant differences in the formation of individual phenotypic traits. Several plant traits have been identified that are characterized by low variability in both well-hydrated and water-stressed conditions, as well as traits with high phenotypic plasticity. Geometric traits (especially Isotop, Round-2top, and Compside) showed a relatively low level of drought-induced phenotypic plasticity. However, functional and chemometric characteristics (ΔF/F′m, Rfd, Water-1, and ARI-1) showed the potential to exhibit rapid plasticity in water-stressed conditions. Our results confirmed that a high-throughput phenotyping methodology coupled with advanced statistical analysis tools can be successfully applied to characterize crop stress responses and identify traits associated with crop stress tolerance.", publisher = "De Gruyter Open Access", journal = "Open Agriculture", title = "High-throughput digital imaging and detection of morpho-physiological traits in tomato plants under drought", number = "1", volume = "9", doi = "https://doi.org/10.1515/opag-2022-0331" }
Kovár, M., Živčák, M., Filaček, A., Jasenovská, L., Vukelić, I., Panković, D., Bárek, V., Yang, X.,& Brestič, M.. (2024). High-throughput digital imaging and detection of morpho-physiological traits in tomato plants under drought. in Open Agriculture De Gruyter Open Access., 9(1). https://doi.org/https://doi.org/10.1515/opag-2022-0331
Kovár M, Živčák M, Filaček A, Jasenovská L, Vukelić I, Panković D, Bárek V, Yang X, Brestič M. High-throughput digital imaging and detection of morpho-physiological traits in tomato plants under drought. in Open Agriculture. 2024;9(1). doi:https://doi.org/10.1515/opag-2022-0331 .
Kovár, Marek, Živčák, Marek, Filaček, Andrej, Jasenovská, Lucia, Vukelić, Igor, Panković, Dejana, Bárek, Viliam, Yang, Xinghong, Brestič, Marián, "High-throughput digital imaging and detection of morpho-physiological traits in tomato plants under drought" in Open Agriculture, 9, no. 1 (2024), https://doi.org/https://doi.org/10.1515/opag-2022-0331 . .