Cargando…

Predicting F (v) /F (m) and evaluating cotton drought tolerance using hyperspectral and 1D-CNN

The chlorophyll fluorescence parameter F(v)/F(m) is significant in abiotic plant stress. Current acquisition methods must deal with the dark adaptation of plants, which cannot achieve rapid, real-time, and high-throughput measurements. However, increased inputs on different genotypes based on hypers...

Descripción completa

Detalles Bibliográficos
Autores principales:	Guo, Congcong, Liu, Liantao, Sun, Hongchun, Wang, Nan, Zhang, Ke, Zhang, Yongjiang, Zhu, Jijie, Li, Anchang, Bai, Zhiying, Liu, Xiaoqing, Dong, Hezhong, Li, Cundong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Plant Science
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623111/ https://www.ncbi.nlm.nih.gov/pubmed/36330250 http://dx.doi.org/10.3389/fpls.2022.1007150

Ejemplares similares

Morphological and Physiological Mechanisms of Melatonin on Delaying Drought-Induced Leaf Senescence in Cotton
por: Yang, Kai, et al.
Publicado: (2023)

Tandem mass tag-based (TMT) quantitative proteomics analysis reveals the response of fine roots to drought stress in cotton (Gossypium hirsutum L.)
por: Xiao, Shuang, et al.
Publicado: (2020)

Response of in situ root phenotypes to potassium stress in cotton
por: Tian, Heyang, et al.
Publicado: (2023)

Physiological and Comparative Transcriptomic Analysis Provide Insight Into Cotton (Gossypium hirsutum L.) Root Senescence in Response
por: Zhu, Lingxiao, et al.
Publicado: (2021)

RhizoPot platform: A high-throughput in situ root phenotyping platform with integrated hardware and software
por: Zhao, Hongjuan, et al.
Publicado: (2022)

Exogenous melatonin improves the salt tolerance of cotton by removing active oxygen and protecting photosynthetic organs
por: Jiang, Dan, et al.
Publicado: (2021)

Seed Priming With Melatonin Promotes Seed Germination and Seedling Growth of Triticale hexaploide L. Under PEG-6000 Induced Drought Stress
por: Guo, Yuhui, et al.
Publicado: (2022)

Melatonin improves the germination rate of cotton seeds under drought stress by opening pores in the seed coat
por: Bai, Yandan, et al.
Publicado: (2020)

In situ Root Phenotypes of Cotton Seedlings Under Phosphorus Stress Revealed Through RhizoPot
por: Zhang, Zichen, et al.
Publicado: (2021)

Exogenous melatonin improves salt stress adaptation of cotton seedlings by regulating active oxygen metabolism
por: Jiang, Dan, et al.
Publicado: (2020)

Effects of Exogenous Melatonin on Root Physiology, Transcriptome and Metabolome of Cotton Seedlings under Salt Stress
por: Duan, Wenjing, et al.
Publicado: (2022)

Long-term nitrogen fertilizer management for enhancing use efficiency and sustainable cotton (Gossypium hirsutum L.)
por: Ma, Yuanqi, et al.
Publicado: (2023)

Exogenous melatonin accelerates seed germination in cotton (Gossypium hirsutum L.)
por: Xiao, Shuang, et al.
Publicado: (2019)

Nitrogen Fertilization Increases Root Growth and Coordinates the Root–Shoot Relationship in Cotton
por: Chen, Jing, et al.
Publicado: (2020)

Determining the effects of nitrogen rate on cotton root growth and distribution with soil cores and minirhizotrons
por: Chen, Jing, et al.
Publicado: (2018)

Response of root and root hair phenotypes of cotton seedlings under high temperature revealed with RhizoPot
por: Fan, Cong, et al.
Publicado: (2022)

Exogenous melatonin promotes seed germination and osmotic regulation under salt stress in cotton (Gossypium hirsutum L.)
por: Chen, Li, et al.
Publicado: (2020)

Hyperspectral imaging combined with CNN for maize variety identification
por: Zhang, Fu, et al.
Publicado: (2023)

Analysis of Drought Tolerance and Associated Traits in Upland Cotton at the Seedling Stage
por: Li, Hai-Ming, et al.
Publicado: (2019)

Hyperspectral machine-learning model for screening tea germplasm resources with drought tolerance
por: Chen, Sizhou, et al.
Publicado: (2022)

Differential seedling growth and tolerance indices reflect drought tolerance in cotton
por: Mahmood, Tahir, et al.
Publicado: (2022)

Assessing Drought and Heat Stress-Induced Changes in the Cotton Leaf Metabolome and Their Relationship With Hyperspectral Reflectance
por: Melandri, Giovanni, et al.
Publicado: (2021)

GhBEE3-Like gene regulated by brassinosteroids is involved in cotton drought tolerance
por: Chen, Eryong, et al.
Publicado: (2022)

Genome-wide analysis of the SBT gene family involved in drought tolerance in cotton
por: Dai, Maohua, et al.
Publicado: (2023)

Ectopic Expression of the Allium cepa 1-SST Gene in Cotton Improves Drought Tolerance and Yield Under Drought Stress in the Field
por: Liu, RuiNa, et al.
Publicado: (2022)

Combining Multi-Dimensional Convolutional Neural Network (CNN) With Visualization Method for Detection of Aphis gossypii Glover Infection in Cotton Leaves Using Hyperspectral Imaging
por: Yan, Tianying, et al.
Publicado: (2021)

Comparative transcriptomics reveals new insights into melatonin-enhanced drought tolerance in naked oat seedlings
por: Zhang, Xinjun, et al.
Publicado: (2022)

Insights into Drought Stress Signaling in Plants and the Molecular Genetic Basis of Cotton Drought Tolerance
por: Mahmood, Tahir, et al.
Publicado: (2019)

Yield-based drought tolerance index evaluates the drought tolerance of cotton germplasm lines in the interaction of genotype-by-environment
por: Sun, Fenglei, et al.
Publicado: (2023)

Comparison of CNN Algorithms on Hyperspectral Image Classification in Agricultural Lands
por: Hsieh, Tien-Heng, et al.
Publicado: (2020)

Enhancing cold and drought tolerance in cotton: a protective role of SikCOR413PM1
por: Wang, Mei, et al.
Publicado: (2023)

Molecular and Physio-Biochemical Characterization of Cotton Species for Assessing Drought Stress Tolerance
por: Hasan, Md Mosfeq-Ul, et al.
Publicado: (2018)

Assessment of F(v)/F(m) absorbed by wheat canopies employing in-situ hyperspectral vegetation indexes
por: Tan, Chang-Wei, et al.
Publicado: (2018)

Intelligent identification of film on cotton based on hyperspectral imaging and convolutional neural network
por: Liu, Zongbin, et al.
Publicado: (2022)

Intelligent Identification of MoS(2) Nanostructures with Hyperspectral Imaging by 3D-CNN
por: Li, Kai-Chun, et al.
Publicado: (2020)

Overexpression of the AtLOS5 gene increased abscisic acid level and drought tolerance in transgenic cotton
por: Yue, Yuesen, et al.
Publicado: (2012)

An Intelligent Sorting Method of Film in Cotton Combining Hyperspectral Imaging and the AlexNet-PCA Algorithm
por: Li, Quang, et al.
Publicado: (2023)

Improvement of plant tolerance to drought stress by cotton tubby-like protein 30 through stomatal movement regulation
por: Li, Zhanshuai, et al.
Publicado: (2022)

Morphological, physiological and molecular assessment of cotton for drought tolerance under field conditions
por: Anwar, Muhammad, et al.
Publicado: (2022)

Water-Deficit Inducible Expression of a Cytokinin Biosynthetic Gene IPT Improves Drought Tolerance in Cotton
por: Kuppu, Sundaram, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_lia2jgllnib1uv2ib8i29jm63c