HIGH THROUGHPUT PHENOTYPING
Soybean iron deficiency chlorosis high-throughput phenotyping using an unmanned aircraft system
... High throughput phenotyping (HTP) refers to the abil- ity for researchers to collect detailed information dur- ing a plant life cycle in a non-invasive way [20, ...
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A high-throughput phenotyping procedure for evaluation of antixenosis against common cutworm at early seedling stage in soybean
... low throughput phenotyping property of the previous methods in evaluation of antix- enosis against CCW, the novel V1TMD method can treat large scale evaluation of antixenosis in germplasm study and breeding ...
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High throughput phenotyping of morpho-anatomical stem properties using X-ray computed tomography in sorghum
... However, phenotyping these traits is low-throughput, and has been restricted by the lack of a high-throughput phenotyping platforms that can collect both morphological and anatomical ...
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Using hyperspectral analysis as a potential high throughput phenotyping tool in GWAS for protein content of rice quality
... and phenotyping, since it rapidly identifies genes associated with phenotypic traits based on SNP markers, which has been applied extensively to dissect rice phenotypic traits [8, ...between phenotyping and ...
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Bayesian functional regression as an alternative statistical analysis of high-throughput phenotyping data of modern agriculture
... For the above reasons, FRA and functional data analy- sis application continues to increase in many areas of sci- ence because it offers a more complete framework for modeling the massive amounts of data that are ...
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Plant high-throughput phenotyping using photogrammetry and 3D modeling techniques
... in high-throughput phenotyping approaches in controlled indoor environments (Fiorani and Schurr ...of high-yielding/stress- tolerant varieties (Bolon et ...
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High-throughput phenotyping of plant resistance to aphids by automated video tracking
... High-throughput phenotyping techniques of sucking in- sect species are urgently needed in view of functional genomics studies aiming to find subtle allelic differences in plant populations measuring ...
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Mobile high-throughput phenotyping using watershed segmentation algorithm
... networks [1]. To determine the number of seeds in a Wheat head, we usually rub the wheat heads with our hands and count them manually. This can lead to an accurate result as few seeds may be missed while counting as they ...
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Big data analytics in high-throughput phenotyping
... in high-throughput phenotyping include both generic and specific tools for solving tasks typically related to data ...fundamental phenotyping tools developed for specific tasks in plant ...
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Application of unmanned aerial systems for high throughput phenotyping of large wheat breeding nurseries
... for phenotyping a large number of breeding lines under field conditions require substantial investments in time, cost, and ...based high‑throughput phenotyping (HTP), UAS platforms can provide ...
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Developing a high-throughput phenotyping method for oxidative stress tolerance in barley roots
... plant phenotyping has been much slower and in most cases lack direct causal relationship with the traits ...efficient high- throughput phenotyping ...cell-based phenotyping [13] for ...
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High-throughput phenotyping in cotton: a review
... High throughput phenotyping technologies, from differ- ent platforms equipped with single or multiple sensors, have generated massive and diverse sets of data for ana- lysis (Singh et ...plant ...
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Improvement of soybean breeding via high throughput phenotyping and disease resistance
... in phenotyping technology are critical to ensure the genetic improvement of crops meet future global demands for food and ...Field-based phenotyping platforms are being evaluated for their ability to ...
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Unmanned aerial system and satellite-based high resolution imagery for high-throughput phenotyping in dry bean
... a high resolution panchromatic (single band) image is merged with a lower resolution multispectral (multi-band) ...the high spatial resolution of the panchromatic band (Grochala and ...
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Design and field evaluation of a ground robot for high-throughput phenotyping of energy sorghum
... low-cost, high-throughput pheno- typing robot for energy sorghum for use in biofuel ...production. High-throughput phenotyp- ing approaches have been used in isolated growth chambers or ...
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Computer aided data acquisition tool for high-throughput phenotyping of plant populations
... Background: The data generated during a course of a biological experiment/study can be sometimes be massive and its management becomes quite critical for the success of the investigation undertaken. The accumulation and ...
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Estimation of vegetation indices for high-throughput phenotyping of wheat using aerial imaging
... The use of RGB cameras and UAVs provide a ubiquitous solution for calculating VI for high throughput preci- sion agriculture. This comes at a cost of an estimate of VI rather than actual VI. However, as ...
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Field-based high-throughput phenotyping of plant height in sorghum using different sensing technologies
... A phenotyping mobile unit (PheMU) [16] was developed to collect plant phenotypic data at Kansas State Uni- versity (KSU), Manhattan, ...a high-clearance sprayer (Bowman Mudmaster, Bowman Manufacturing ...
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High-throughput phenotyping of lateral expansion and regrowth of spaced Lolium perenne plants using on-field image analysis
... allow phenotyping large collections of plants in an objec- tive, non-invasive way [30], enabling dynamic measure- ments of plant growth and ...automatic phenotyping platforms suitable for the evaluation of ...
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A robot-assisted imaging pipeline for tracking the growths of maize ear and silks in a high-throughput phenotyping platform
... husks and silk growth (green line, Fig. 7d). The segmen- tation procedure remained valid for silks with different colour and shape, as shown in Fig. 8 for four lines pre- senting markedly different colours (Fig. 8a, c, ...
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