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Deep learning in agriculture: A survey
(Elsevier, 2018-02-22)
Deep learning constitutes a recent, modern technique for image processing and data analysis, with promising results and large potential. As deep learning has been successfully applied in various domains, ...
Genetic diversity and selection signatures of the beef ‘Charolais de Cuba’ breed
(Nature Research, 2018-07-20)
In this study, we used BovineSNP50 Genotyping BeadChip data to estimate the structure, putative
ancestral origin as well as to identify regions with selective sweeps that may have had an important
role ...
A review of the use of convolutional neural networks in agriculture
(Cambridge University Press, 2018-06-25)
Deep learning (DL) constitutes a modern technique for image processing, with large potential. Having been successfully applied in various areas, it has recently also entered the domain of agriculture. ...
Feasibility study of smartphone-based Near Infrared Spectroscopy (NIRS) for salted minced meat composition diagnostics at different temperatures
(Elsevier, 2018-11-10)
This research work evaluates the feasibility of a smartphone-based spectrometer (740–1070 nm) for salted minced meat composition diagnostics at industrial scale. A commercially available smartphone-based ...
QTL mapping of melon fruit quality traits using a high-density GBS-based genetic map
(BMC, 2018-12-04)
Background
Melon shows a broad diversity in fruit morphology and quality, which is still underexploited in breeding programs. The knowledge of the genetic basis of fruit quality traits is important for ...
An improved assembly and annotation of the melon (Cucumis melo L.) reference genome
(Nature Research, 2018-05-24)
We report an improved assembly (v3.6.1) of the melon (Cucumis melo L.) genome and a new genome annotation (v4.0). The optical mapping approach allowed correcting the order and the orientation of 21 ...