Cargando…

SlypNet: Spikelet-based yield prediction of wheat using advanced plant phenotyping and computer vision techniques

The application of computer vision in agriculture has already contributed immensely to restructuring the existing field practices starting from the sowing to the harvesting. Among the different plant parts, the economic part, the yield, has the highest importance and becomes the ultimate goal for th...

Descripción completa

Detalles Bibliográficos
Autores principales:	Maji, Arpan K., Marwaha, Sudeep, Kumar, Sudhir, Arora, Alka, Chinnusamy, Viswanathan, Islam, Shahnawazul
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/PMC9386505/ https://www.ncbi.nlm.nih.gov/pubmed/35991448 http://dx.doi.org/10.3389/fpls.2022.889853

Ejemplares similares

SpikeSegNet-a deep learning approach utilizing encoder-decoder network with hourglass for spike segmentation and counting in wheat plant from visual imaging
por: Misra, Tanuj, et al.
Publicado: (2020)

Genome-wide and SNP network analyses reveal genetic control of spikelet sterility and yield-related traits in wheat
por: Alqudah, Ahmad M., et al.
Publicado: (2020)

TrIncNet: a lightweight vision transformer network for identification of plant diseases
por: Gole, Pushkar, et al.
Publicado: (2023)

‘Spikelet stop’ determines the maximum yield potential stage in barley
por: Thirulogachandar, Venkatasubbu, et al.
Publicado: (2021)

Deep learning-based approach for identification of diseases of maize crop
por: Haque, Md. Ashraful, et al.
Publicado: (2022)

Effect of Removing Superior Spikelets on Grain Filling of Inferior Spikelets in Rice
por: You, Cuicui, et al.
Publicado: (2016)

Genetic Incorporation of the Favorable Alleles for Three Genes Associated With Spikelet Development in Wheat
por: Zhang, Xiaojun, et al.
Publicado: (2022)

Genotypic capacity of post-anthesis stem reserve mobilization in wheat for yield sustainability under drought and heat stress in the subtropical region
por: Gurumurthy, S., et al.
Publicado: (2023)

QTL identification and KASP marker development for productive tiller and fertile spikelet numbers in two high-yielding hard white spring wheat cultivars
por: Wang, Rui, et al.
Publicado: (2018)

‘Two‐floret spikelet’ as a novel resource has the potential to increase rice yield
por: Ren, Deyong, et al.
Publicado: (2017)

Differences of Starch Granule Distribution in Grains from Different Spikelet Positions in Winter Wheat
por: Yu, Anling, et al.
Publicado: (2014)

Earliness per se×temperature interaction: consequences on leaf, spikelet, and floret development in wheat
por: Prieto, Paula, et al.
Publicado: (2020)

Spikelet movements, anther extrusion and pollen production in wheat cultivars with contrasting tendencies to cleistogamy
por: Zajączkowska, Urszula, et al.
Publicado: (2021)

Biocontrol Agents Reduce Progression and Mycotoxin Production of Fusarium graminearum in Spikelets and Straws of Wheat
por: Pellan, Lucile, et al.
Publicado: (2021)

Automatic Detection and Counting of Wheat Spikelet Using Semi-Automatic Labeling and Deep Learning
por: Qiu, Ruicheng, et al.
Publicado: (2022)

Delayed development of basal spikelets in wheat explains their increased floret abortion and rudimentary nature
por: Backhaus, Anna Elisabeth, et al.
Publicado: (2023)

Nitrogen and potassium interactions optimized asynchronous spikelet filling and increased grain yield of japonica rice
por: Xu, Weitao, et al.
Publicado: (2023)

Overexpression of the WAPO-A1 gene increases the number of spikelets per spike in bread wheat
por: Wittern, Lukas M., et al.
Publicado: (2022)

Natural Variation Uncovers Candidate Genes for Barley Spikelet Number and Grain Yield under Drought Stress
por: Thabet, Samar G., et al.
Publicado: (2020)

Association Analysis of Grain-setting Rates in Apical and Basal Spikelets in Bread Wheat (Triticum aestivum L.)
por: Guo, Jie, et al.
Publicado: (2015)

Comparison and Combination of Thermal, Fluorescence, and Hyperspectral Imaging for Monitoring Fusarium Head Blight of Wheat on Spikelet Scale
por: Mahlein, Anne-Katrin, et al.
Publicado: (2019)

Effects of Low Temperature at Booting Stage on Sucrose Metabolism and Endogenous Hormone Contents in Winter Wheat Spikelet
por: Zhang, Wenjing, et al.
Publicado: (2019)

Identification and Validation of a Novel Locus Controlling Spikelet Number in Bread Wheat (Triticum aestivum L.)
por: Li, Tao, et al.
Publicado: (2021)

Determination of wheat spike and spikelet architecture and grain traits using X-ray Computed Tomography imaging
por: Zhou, Hu, et al.
Publicado: (2021)

WAPO-A1 is the causal gene of the 7AL QTL for spikelet number per spike in wheat
por: Kuzay, Saarah, et al.
Publicado: (2022)

High expression of the MADS-box gene VRT2 increases the number of rudimentary basal spikelets in wheat
por: Backhaus, Anna E, et al.
Publicado: (2022)

Genome-edited TaTFL1-5 mutation decreases tiller and spikelet numbers in common wheat
por: Sun, Jing, et al.
Publicado: (2023)

Identification and validation of two major QTLs for spikelet number per spike in wheat (Triticum aestivum L.)
por: Yi, Xiaoyu, et al.
Publicado: (2023)

Wheat bZIPC1 interacts with FT2 and contributes to the regulation of spikelet number per spike
por: Glenn, Priscilla, et al.
Publicado: (2023)

Flower and Spikelet Construction in Rapateaceae (Poales)
por: Koblova, Sofia D., et al.
Publicado: (2022)

Plant Density Effect on Grain Number and Weight of Two Winter Wheat Cultivars at Different Spikelet and Grain Positions
por: Li, Yong, et al.
Publicado: (2016)

Novel function of a putative MOC1 ortholog associated with spikelet number per spike in common wheat
por: Zhang, Bin, et al.
Publicado: (2015)

Dynamics of leaf and spikelet primordia initiation in wheat as affected by Ppd-1a alleles under field conditions
por: Ochagavía, Helga, et al.
Publicado: (2018)

Mechanisms of spikelet generation in cortical pyramidal neurons
por: Michalikova, Martina, et al.
Publicado: (2015)

Spike developmental stages and ABA role in spikelet primordia abortion contribute to the final yield in barley (Hordeum vulgare L.)
por: Boussora, Faiza, et al.
Publicado: (2019)

Functional regulation of Q by microRNA172 and transcriptional co‐repressor TOPLESS in controlling bread wheat spikelet density
por: Liu, Pan, et al.
Publicado: (2017)

Wheat VRN1, FUL2 and FUL3 play critical and redundant roles in spikelet development and spike determinacy
por: Li, Chengxia, et al.
Publicado: (2019)

Identification and validation of a QTL for spikelet number on chromosome arm 6BL of common wheat (Triticum aestivum L.)
por: Katz, Andrew, et al.
Publicado: (2022)

Differential Regulation of Genes Coding for Organelle and Cytosolic ClpATPases under Biotic and Abiotic Stresses in Wheat
por: Muthusamy, Senthilkumar K., et al.
Publicado: (2016)

Leaf Count Aided Novel Framework for Rice (Oryza sativa L.) Genotypes Discrimination in Phenomics: Leveraging Computer Vision and Deep Learning Applications
por: Vishal, Mukesh Kumar, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_k6v1bv36u91kgollrbfb9g2chc