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An ensemble deep learning models approach using image analysis for cotton crop classification in AI-enabled smart agriculture.
- Published in:
- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01228-w
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- Article
Terrestrial laser scanning and low magnetic field digitization yield similar architectural coarse root traits for 32-year-old Pinus ponderosa trees.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01229-9
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- Article
Deep migration learning-based recognition of diseases and insect pests in Yunnan tea under complex environments.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01219-x
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- Article
A high-efficiency transient expression system mediated by Agrobacterium tumefaciens in Spinacia oleracea leaves.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01218-y
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- Article
An improved bacterial mRNA enrichment strategy in dual RNA sequencing to unveil the dynamics of plant-bacterial interactions.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01227-x
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- Article
Non-destructive wood identification using X-ray µCT scanning: which resolution do we need?
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01216-0
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- Article
Combining the fractional order derivative and machine learning for leaf water content estimation of spring wheat using hyper-spectral indices.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01224-0
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- Article
Field cabbage detection and positioning system based on improved YOLOv8n.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01226-y
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- Article
Mapping and quantifying unique branching structures in lentil (Lens culinaris Medik.).
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01223-1
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- Article
Low-cost and reliable substrate-based phenotyping platform for screening salt tolerance of cutting propagation-dependent grass, paspalum vaginatum.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01225-z
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- Article
Data-driven crop growth simulation on time-varying generated images using multi-conditional generative adversarial networks.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01205-3
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- Article
Versatile DNA extraction from diverse plant taxa using ionic liquids and magnetic ionic liquids: a methodological breakthrough for enhanced sample utility.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01217-z
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- Publication type:
- Article
Publisher Correction: New improvements in grapevine genome editing: high efficiency biallelic homozygous knock-out from regenerated plantlets by using an optimized zCas9i.
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- 2024
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- Correction Notice
Phenotyping grapevine resistance to downy mildew: deep learning as a promising tool to assess sporulation and necrosis.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01220-4
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- Article
A pin-based probe for electronic moisture meters to determine moisture content in a single wheat kernel.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01194-3
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- Article
Hyperspectral imaging for quantifying Magnaporthe oryzae sporulation on rice genotypes.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01215-1
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- Article
Correction: Identifcation and estimation of lodging in bread wheat genotypes using machine learning predictive algorithms.
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- 2024
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- Publication type:
- Correction Notice
Exploring UAS-lidar as a sampling tool for satellite-based AGB estimations in the Miombo woodland of Zambia.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01212-4
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- Article
Revisiting superiority and stability metrics of cultivar performances using genomic data: derivations of new estimators.
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- Plant Methods, 2024, v. 20, p. 1, doi. 10.1186/s13007-024-01207-1
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- Publication type:
- Article
Non-wounding contact-based Inoculation of fruits with fungal pathogens in postharvest.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01214-2
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- Article
Mapping the membrane orientation of auxin homeostasis regulators PIN5 and PIN8 in Arabidopsis thaliana root cells reveals their divergent topology.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01182-7
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- Publication type:
- Article
Non-wounding contact-based Inoculation of fruits with fungal pathogens in postharvest.
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- Plant Methods, 2024, v. 20, p. 1, doi. 10.1186/s13007-024-01214-2
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- Publication type:
- Article
Mapping the membrane orientation of auxin homeostasis regulators PIN5 and PIN8 in Arabidopsis thaliana root cells reveals their divergent topology.
- Published in:
- Plant Methods, 2024, v. 20, p. 1, doi. 10.1186/s13007-024-01182-7
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- Publication type:
- Article
Non-destructive wood identification using X-ray µCT scanning: which resolution do we need?
- Published in:
- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01216-0
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- Publication type:
- Article
A comprehensive review of in planta stable transformation strategies.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01200-8
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- Article
ScAnalyzer: an image processing tool to monitor plant disease symptoms and pathogen spread in Arabidopsis thaliana leaves.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01213-3
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- Article
Rapid identification of medicinal plants via visual feature-based deep learning.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01202-6
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- Publication type:
- Article
Optimizing PGRs for in vitro shoot proliferation of pomegranate with bayesian-tuned ensemble stacking regression and NSGA-II: a comparative evaluation of machine learning models.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01211-5
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- Article
High-throughput color determination of red raspberry puree and correlation of color parameters with total anthocyanins.
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- Plant Methods, 2024, v. 20, p. 1, doi. 10.1186/s13007-024-01197-0
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- Publication type:
- Article
High-throughput color determination of red raspberry puree and correlation of color parameters with total anthocyanins.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01197-0
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- Publication type:
- Article
A prediction model of rubber content in the dried root of Taraxacum kok-saghyz Rodin based on near-infrared spectroscopy.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01183-6
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- Article
Efficient isolated microspore culture protocol for callus induction and plantlet regeneration in japonica rice (Oryza sativa L.).
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01189-0
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- Article
FruitPhenoBox – a device for rapid and automated fruit phenotyping of small sample sizes.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01206-2
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- Publication type:
- Article
Evaluation of a low-cost staining method for improved visualization of sweet potato whitefly (Bemisia tabaci) eggs on multiple crop plant species.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01209-z
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- Publication type:
- Article
Convolutional neural networks combined with conventional filtering to semantically segment plant roots in rapidly scanned X-ray computed tomography volumes with high noise levels.
- Published in:
- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01208-0
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- Article
The isolation strategy and chemical analysis of oil cells from Asari Radix et Rhizoma.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01184-5
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- Article
A novel method for extraction of high purity and high production Phytophthora sojae oospores.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01199-y
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- Article
Quantitative MRI imaging of parenchyma and venation networks in Brassica napus leaves: effects of development and dehydration.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01187-2
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- Article
An electrophoretic mobility shift assay using the protein isolated from host plants.
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- Plant Methods, 2024, v. 20, p. 1, doi. 10.1186/s13007-024-01201-7
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- Article
Maximizing efficiency in sunflower breeding through historical data optimization.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01151-0
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- Article
Correction: Maximizing efficiency in sunflower breeding through historical data optimization.
- Published in:
- 2024
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- Publication type:
- Correction Notice
A protoplast-based transient gene expression assay for the identification of heat and oxidative stress-regulatory genes in perennial ryegrass.
- Published in:
- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01192-5
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- Article
Clarification of the infection pattern of Xanthomonas citri subsp. citri on citrus fruit by artificial inoculation.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01190-7
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- Article
An efficient deep learning model for tomato disease detection.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01188-1
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- Publication type:
- Article
Assessing the effect of sample storage time on viral detection using a rapid and cost-effective CTAB-based extraction method.
- Published in:
- Plant Methods, 2024, v. 20, p. 1, doi. 10.1186/s13007-024-01175-6
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- Publication type:
- Article
Toward robust and high-throughput detection of seed defects in X-ray images via deep learning.
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- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01195-2
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- Publication type:
- Article
A modified CTAB method for the extraction of high-quality RNA from mono-and dicotyledonous plants rich in secondary metabolites.
- Published in:
- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01198-z
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- Publication type:
- Article
Colour-analyzer: a new dual colour model-based imaging tool to quantify plant disease.
- Published in:
- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01193-4
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- Publication type:
- Article
Tunisian Artemisia campestris L.: a potential therapeutic agent against myeloma - phytochemical and pharmacological insights.
- Published in:
- Plant Methods, 2024, v. 20, n. 1, p. 1, doi. 10.1186/s13007-024-01185-4
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- Publication type:
- Article
Correction: The rapid-tome, a 3D-printed microtome, and an updated hand-sectioning method for high-quality plant sectioning.
- Published in:
- 2024
- By:
- Publication type:
- Correction Notice