GiA Roots: software for the high throughput analysis of plant

Jul 26, 2012 · Characterizing root system architecture (RSA) is essential to understanding the development and function of vascular plants. Identifying RSA-associated genes also represents an underexplored opportunity for crop improvement. Software tools are needed to accelerate the pace at which quantitative traits of RSA are estimated from images of root networks. We have developed GiA Roots (General Image ...

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Aug 12, 2019 · To build a detection model, we retrained three different convolutional neural network (CNN) architectures using a transfer learning approach. A total of six different models were developed from 18 different classes (disease by plant parts) using images collected from different parts of the banana plant.

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A novel imaging and software platform was developed for the high-throughput phenotyping of three-dimensional root traits during seedling development. To demonstrate the platform’s capacity, plants of two rice ( Oryza sativa ) genotypes, Azucena and IR64, were grown in a transparent gellan gum system and imaged daily for 10 d. Rotational image sequences consisting of 40 two-dimensional images ...

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[email protected] Updated June 2007 Examples of Image Analysis Using ImageJ Area Measurements of a Complex Object Problem: Determine the photosynthetic (i.e., green) portion of a variegated leaf. (Open leaf image via Select File → Open Samples → Leaf) Convert scanned color image of leaf to grayscale:

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May 21, 2018 · Our knowledge of plant beneficial bacteria in the rhizosphere is rapidly expanding due to intense interest in utilizing these types of microbes in agriculture. Laboratory and field studies consistently document the growth, health and protective benefits conferred to plants by applying plant growth promoting rhizobacteria (PGPR). PGPR exert their influence on other species, including plants, in ...

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Automated Identification of Herbarium Specimens at Different

Jun 20, 2018 · The estimated number of flowering plant species on Earth is around 400,000. In order to classify all known species via automated image-based approaches, current datasets of plant images will have to become considerably larger. To achieve this, some authors have explored the possibility of using herbarium sheet images.

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2008/7/24 · In majority of installs around here, heating is hydronic and a/c is a separate system, so that”s what I was envisioning in my head. True, of course, we have the hot air furnaces with a/c coils too. Seems to me that the heating element would hasten the evaporation of ...

Process scheduling under uncertainty: Review and challenges

Uncertainty is a very important concern in production scheduling since it can cause infeasibilities and production disturbances. Thus scheduling under uncertainty has received a lot of attention in the open literature in recent years from chemical engineering and operations research communities.

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