Multispectral image analysis detects differences in drought responses in novel seeded Miscanthus sinensis hybrids

被引:7
|
作者
Lazarevic, Boris [1 ,2 ]
Kontek, Mislav [3 ]
Carovic-Stanko, Klaudija [2 ,4 ]
Clifton-Brown, John [5 ]
Al Hassan, Mohamad [6 ]
Trindade, Luisa M. [6 ]
Jurisic, Vanja [3 ]
机构
[1] Univ Zagreb, Fac Agr, Dept Plant Nutr, Zagreb, Croatia
[2] Ctr Excellence Biodivers & Mol Plant Breeding, Zagreb, Croatia
[3] Univ Zagreb, Fac Agr, Dept Agr Technol Storage & Transport, Svetosimunska Cesta 25, Zagreb 10000, Croatia
[4] Univ Zagreb, Fac Agr, Dept Seed Sci & Technol, Zagreb, Croatia
[5] Aberystwyth Univ, Inst Biol Environm & Rural Sci IBERS, Aberystwyth, Dyfed, Wales
[6] Wageningen Univ & Res, Plant Breeding, Wageningen, Netherlands
来源
GLOBAL CHANGE BIOLOGY BIOENERGY | 2022年 / 14卷 / 11期
基金
欧盟地平线“2020”;
关键词
drought; Miscanthus sinensis; multispectral analyses; phenotyping; recovery; WATER-USE EFFICIENCY; PHENOTYPIC PLASTICITY; BIOMASS PRODUCTION; PLANT; REFLECTANCE; PERFORMANCE; GENOTYPES; YIELD; LAND;
D O I
10.1111/gcbb.12999
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Drought tolerance in Miscanthus sinensis is a desirable trait because of its potential use to develop new varieties, namely intra-specific hybrids, adapted to drought-prone marginal lands. In this study, drought tolerance was evaluated on 8 M. sinensis intra-specific hybrids (GRC1-GRC8). Plants were grown in the growth chamber (14/10 h, 25/20 degrees C, 70% relative air humidity and 300 mu mol m(-2) s(-1) irradiance). Drought was induced by withholding irrigation for 21 days (stress phase) and after re-watering (recovery phase) for 7 days. Nondestructive multispectral 3D images for plant morphology, color, and chlorophyll fluorescence imaging were used to quantify drought-induced changes on a weekly basis for the entire duration of the experiment. Total leaf area (TLA) and digital biomass (DB) responded most rapidly to water deficits (7-14 days), followed by leaf senescence (14-21 days), and finally, a drop in the maximum efficiency of PSII (F-v/F-m; 21 days). Traits measured on the last day of the drought treatment were used to calculate the phenotypic plasticity. Significant differences in drought susceptibility and phenotypic plasticity were found among the studied hybrids. Drought treatment (21 days) reduced DB and TLA on average by 50%, normalized difference vegetation index (NDVI) by 20% and F-v/F-m from 0.79 (in control) to 0.69 in the less drought-susceptible hybrids (GRC4 and GRC5), whereas in drought-sensitive hybrids (GRC2 and GRC3), 21 days of drought reduced DB and TLA on average by 80%, NDVI by 45% and F-v/F-m dropped from 0.79 (in control) to 0.35. The more drought-resilient hybrids showed lower phenotypic plasticity than their more sensitive counterparts, a stay-green strategy enabled through lower biomass accumulation and by extension, reduced water usage. Multispectral imaging and image analysis enabled fast and nondestructive quantification of plant morphological and physiological responses under drought conditions and could be used as an effective screening tool for drought susceptibility.
引用
收藏
页码:1219 / 1234
页数:16
相关论文
共 29 条
  • [1] Multispectral image analysis detects differences in drought responses in novel seeded Miscanthus sinensis hybrids
    Lazarević, Boris
    Kontek, Mislav
    Carović-Stanko, Klaudija
    Clifton-Brown, John
    Al Hassan, Mohamad
    Trindade, Luisa M.
    Jurišić, Vanja
    GCB Bioenergy, 2022, 14 (11) : 1219 - 1234
  • [2] COMPONENTS ANALYSIS OF YIELD RESPONSES TO DROUGHT OF SORGHUM HYBRIDS
    BLUM, A
    EXPERIMENTAL AGRICULTURE, 1973, 9 (02) : 159 - 167
  • [3] Phenomics analysis of drought responses in Miscanthus collected from different geographical locations
    Malinowska, Marta
    Donnison, Iain S.
    Robson, Paul R. H.
    GLOBAL CHANGE BIOLOGY BIOENERGY, 2017, 9 (01): : 78 - 91
  • [4] Enriching Genomic Resources and Transcriptional Profile Analysis of Miscanthus sinensis under Drought Stress Based on RNA Sequencing
    Nie, Gang
    Huang, Linkai
    Ma, Xiao
    Ji, Zhongjie
    Zhang, Yajie
    Tang, Lu
    Zhang, Xinquan
    INTERNATIONAL JOURNAL OF GENOMICS, 2017, 2017
  • [5] Assessment of Drought and Zinc Stress Tolerance of Novel Miscanthus Hybrids and Arundo donax Clones Using Physiological, Biochemical, and Morphological Traits
    Islam, Monirul
    Ferrarini, Andrea
    Ali, Amjad
    Kam, Jason
    Trindade, Luisa M.
    Clifton-Brown, John
    Amaducci, Stefano
    BIOLOGY-BASEL, 2023, 12 (12):
  • [6] Clonal differences in ecophysiological responses to imposed drought in selected Eucalyptus grandis x E. urophylla hybrids
    Ferraz, Tiago Massi
    Maia Junior, Sebastiao de Oliveira
    de Souza, Guilherme Augusto Rodrigues
    Baroni, Danilo Forca
    Rodrigues, Weverton Pereira
    de Sousa, Elias Fernandes
    Penchel, Ricardo
    Loos, Rodolfo
    Figueiredo, Fabio Afonso Mazzei Moura de Assis
    Rakocevic, Miroslava
    Campostrini, Eliemar
    TREE PHYSIOLOGY, 2025, 45 (01)
  • [7] CsWRKY2, a novel WRKY gene from Camellia sinensis, is involved in cold and drought stress responses
    Wang, Y.
    Shu, Z.
    Wang, W.
    Jiang, X.
    Li, D.
    Pan, J.
    Li, X.
    BIOLOGIA PLANTARUM, 2016, 60 (03) : 443 - 451
  • [8] Transcriptomic analysis of drought stress responses of sea buckthorn (Hippophae rhamnoidessubsp sinensis) by RNA-Seq
    Ye, Guisheng
    Ma, Yuhua
    Feng, Zhipeng
    Zhang, Xiaofen
    PLOS ONE, 2018, 13 (08):
  • [9] Multispectral retinal image analysis: a novel non-invasive tool for retinal imaging
    Calcagni, A.
    Gibson, J. M.
    Styles, I. B.
    Claridge, E.
    Orihuela-Espina, F.
    EYE, 2011, 25 (12) : 1562 - 1569
  • [10] Multispectral retinal image analysis: a novel non-invasive tool for retinal imaging
    A Calcagni
    J M Gibson
    I B Styles
    E Claridge
    F Orihuela-Espina
    Eye, 2011, 25 : 1562 - 1569