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# Judul Penulis Tahun Akses
Jurnal Institusi

Monitoring of maize root growth on N, P, and K fertilization using rhizotron

Jurnal Ilmiah Pertanian; Vol. 17 No. 2 (2021): Jurnal Ilmiah Pertanian ; 74-79
Universitas Lancang Kuning, 2021DOI: 10.31849/jip.v17i2.5748Copyright (c) 2021 Jurnal Ilmiah Pertanian
Maize roots will show varying growth responses to the type of fertilizer given. The objective of this study was to determine the effect of N, P, and K fertilizers on the growth of maize roots and the function of the relationship between root dry weig...
PubMed

Characterizing Root Morphological Responses to Exogenous Tryptophan in Soybean (Glycine max) Seedlings Using a Scanner-Based Rhizotron System

Plants (Basel)
Multidisciplinary Digital Publishing Institute (MDPI), 2023DOI: 10.3390/plants12010186https://creativecommons.org/licenses/by/4.0/
Tryptophan is a precursor of indole-3-acetic acid (IAA), which is the major auxin involved in the regulation of lateral root formation. In this study, we used a scanner-based rhizotron system to examine root growth and morphological responses of soyb...
PubMed

Improved U-Shaped Convolutional Neural Network with Convolutional Block Attention Module and Feature Fusion for Automated Segmentation of Fine Roots in Field Rhizotron Imagery

Sensors (Basel)
Multidisciplinary Digital Publishing Institute (MDPI), 2025DOI: 10.3390/s25164956https://creativecommons.org/licenses/by/4.0/
Accurate segmentation of fine roots in field rhizotron imagery is essential for high-throughput root system analysis but remains challenging due to limitations of traditional methods. Traditional methods for root quantification (e.g., soil coring, ma...
PubMed

A New Method for in-situ Monitoring of the Underground Development of Orobanche cumana in Sunflower (Helianthus annuus) with a Mini-rhizotron

Ann Bot
Oxford University Press, 2005DOI: 10.1093/aob/mci252Published by Oxford University Press on behalf of the Annals of Botany Company 2005
• Aims To develop an in-situ, non-destructive method for observation and monitoring of the underground developmental stages of the root parasite Orobanche cumana. • Scope The parasitic weed Orobanche causes severe damage to vegetables and field c...
PubMed

Mapping the Centimeter-Scale Spatial Variability of PAHs and Microbial Populations in the Rhizosphere of Two Plants

PLoS One
PLOS, 2015DOI: 10.1371/journal.pone.0142851https://creativecommons.org/licenses/by/4.0/
Rhizoremediation uses root development and exudation to favor microbial activity. Thus it can enhance polycyclic aromatic hydrocarbon (PAH) biodegradation in contaminated soils. Spatial heterogeneity of rhizosphere processes, mainly linked to the roo...
PubMed

A novel Brassica–rhizotron system to unravel the dynamic changes in root system architecture of oilseed rape under phosphorus deficiency

Ann Bot
Oxford University Press, 2016DOI: 10.1093/aob/mcw083© The Author 2016. Published by Oxford University Press on behalf of the Annals of Botany Company. All rights reserved. For Permissions, please email: journals.permissions@oup.com
Background and Aims An important adaptation of plants to phosphorus (P) deficiency is to alter root system architecture (RSA) to increase P acquisition from the soil, but soil-based observations of RSA are technically challenging, especially in matur...
PubMed

Investigation of the Allelopathic Effect of Two Invasive Plant Species in Rhizotron System

Life (Basel)
Multidisciplinary Digital Publishing Institute (MDPI), 2024DOI: 10.3390/life14040475https://creativecommons.org/licenses/by/4.0/
A key question in plant invasion biology is why invasive plants are more competitive in their introduced habitat than in their native habitat. Studies show that invasive species exhibit allelopathy, influencing other plants by releasing chemicals. Re...
PubMed

In situ Phenotyping of Grapevine Root System Architecture by 2D or 3D Imaging: Advantages and Limits of Three Cultivation Methods

Front Plant Sci
Frontiers Media SA, 2021DOI: 10.3389/fpls.2021.638688https://creativecommons.org/licenses/by/4.0/
The root system plays an essential role in the development and physiology of the plant, as well as in its response to various stresses. However, it is often insufficiently studied, mainly because it is difficult to visualize. For grapevine, a plant o...
PubMed

Semantic segmentation of plant roots from RGB (mini-) rhizotron images—generalisation potential and false positives of established methods and advanced deep-learning models

Plant Methods
BMC, 2023DOI: 10.1186/s13007-023-01101-2https://creativecommons.org/publicdomain/zero/1.0/
BACKGROUND: Manual analysis of (mini-)rhizotron (MR) images is tedious. Several methods have been proposed for semantic root segmentation based on homogeneous, single-source MR datasets. Recent advances in deep learning (DL) have enabled automated fe...
PubMed

Identification of Vicia ervilia Germplasm Resistant to Orobanche crenata

Plants (Basel)
Multidisciplinary Digital Publishing Institute (MDPI), 2020DOI: 10.3390/plants9111568http://creativecommons.org/licenses/by/4.0/
Bitter vetch (Vicia ervilia L.) is an ancient grain legume used as animal feed in the Mediterranean basin. This legume has a large economical potential because of its high yield under low inputs and good protein content, as well as resistance to cold...
PubMed

Phenotypic and histological analyses on the resistance of melon to Phelipanche aegyptiaca

Front Plant Sci
Frontiers Media SA, 2023DOI: 10.3389/fpls.2023.1070319https://creativecommons.org/licenses/by/4.0/
Melon (Cucumis melo L.) is an economically important crop in Xinjiang, China, but its production is constrained by the parasitic plant Phelipanche aegyptiaca that attaches to the roots of many crops and causes severe stunting and loss of yield. Rhizo...
PubMed

Novel scanning procedure enabling the vectorization of entire rhizotron-grown root systems

Plant Methods
BMC, 2013DOI: 10.1186/1746-4811-9-1https://creativecommons.org/licenses/by/2.0/
This paper presents an original spit-and-combine imaging procedure that enables the complete vectorization of complex root systems grown in rhizotrons. The general principle of the method is to (1) separate the root system into a small number of larg...
PubMed

Rhizosphere Organic Anions Play a Minor Role in Improving Crop Species' Ability to Take Up Residual Phosphorus (P) in Agricultural Soils Low in P Availability

Front Plant Sci
Frontiers Media SA, 2016DOI: 10.3389/fpls.2016.01664https://creativecommons.org/licenses/by/4.0/
Many arable lands have accumulated large reserves of residual phosphorus (P) and a relatively large proportion of soil P is less available for uptake by plants. Root released organic anions are widely documented as a key physiological strategy to enh...
PubMed

Using clear plastic CD cases as low‐cost mini‐rhizotrons to phenotype root traits

Appl Plant Sci
Wiley, 2020DOI: 10.1002/aps3.11340http://creativecommons.org/licenses/by/4.0/
PREMISE: We developed a novel low‐cost method to visually phenotype belowground structures in the plant rhizosphere. We devised the method introduced here to address the difficulties encountered growing plants in seed germination pouches for long...
PubMed

MycoRed: Betalain pigments enable in vivo real-time visualisation of arbuscular mycorrhizal colonisation

PLoS Biol
PLOS, 2021DOI: 10.1371/journal.pbio.3001326https://creativecommons.org/licenses/by/4.0/
Arbuscular mycorrhiza (AM) are mutualistic interactions formed between soil fungi and plant roots. AM symbiosis is a fundamental and widespread trait in plants with the potential to sustainably enhance future crop yields. However, improving AM fungal...
PubMed

Phenotypic Diversity in Pre- and Post-Attachment Resistance to Striga hermonthica in a Core Collection of Rice Germplasms

Plants (Basel)
Multidisciplinary Digital Publishing Institute (MDPI), 2022DOI: 10.3390/plants12010019https://creativecommons.org/licenses/by/4.0/
In sub-Saharan Africa, upland rice cultivation is expanding into rainfed areas endemic to the root parasitic weed Striga hermonthica. We evaluated the Striga resistance of 69 accessions from the World Rice Core Collection (WRC) to estimate the phenot...
PubMed

Induction of Hairy Roots on Somatic Embryos of Rhizoclones from Typha domingensis Seedlings

Plants (Basel)
Multidisciplinary Digital Publishing Institute (MDPI), 2020DOI: 10.3390/plants9121679http://creativecommons.org/licenses/by/4.0/
A protocol for the induction of hairy roots on somatic embryos of rhizoclones from Typha domingensis seedlings grown in hydroponic rhizotron systems was established for the first time. Rhizogenesis was induced through the agrotransformation of somati...
PubMed

Bioavailability and -accessibility of subsoil allocated (33)P-labelled hydroxyapatite to wheat under different moisture supply

Sci Rep
Nature Publishing Group, 2020DOI: 10.1038/s41598-020-74225-3http://creativecommons.org/licenses/by/4.0/
Information on the bioavailability and -accessibility of subsoil phosphorus (P) and how soil moisture affects its utilization by plants is scarce. The current study examined whether and to which degree wheat acquires P from subsoil allocated hydroxya...
PubMed

Spatial–Temporal Dynamics of Adventitious Roots of Typha domingensis Pers. Seedlings Grown with Auxin/Cytokinin

Life (Basel)
Multidisciplinary Digital Publishing Institute (MDPI), 2025DOI: 10.3390/life15010121https://creativecommons.org/licenses/by/4.0/
The spatial–temporal dynamics of an in vitro radicular system of Typha domingensis for the development of rhizofiltration technologies, with the potential for use as a phytotreatment of eutrophicated water, were studied for the first time in the ro...
PubMed

Genetic Variability of Arabidopsis thaliana Mature Root System Architecture and Genome-Wide Association Study

Front Plant Sci
Frontiers Media SA, 2022DOI: 10.3389/fpls.2021.814110https://creativecommons.org/licenses/by/4.0/
Root system architecture (RSA) has a direct influence on the efficiency of nutrient uptake and plant growth, but the genetics of RSA are often studied only at the seedling stage. To get an insight into the genetic blueprint of a more mature RSA, we e...
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