A systematic mapping study of coffee quality throughout the production‐to‐consumer chain

AM Rendón-Mera, DC Corrales… - Journal of Food …, 2022 - Wiley Online Library
Coffee is one of the most consumed beverages in the world and is crucial in the economy of
many developing countries. The search to improve coffee quality comes from many fronts, as …

A Review on Dimensionality Reduction for Machine Learning

D Coelho, A Madureira, I Pereira… - … Conference on Innovations …, 2022 - Springer
In recent years growing volumes of data have made the task of applying various machine
learning algorithms a challenge in a great number of cases. This challenge is posed in two …

Marker-Assisted Pyramiding of Multiple Disease Resistance Genes in Coffee Genotypes (Coffea arabica)

DP de Almeida, ET Caixeta, KF Moreira… - Agronomy, 2021 - mdpi.com
The use of resistant cultivars is the most effective strategy for controlling coffee leaf rust
caused by the fungus Hemileia vastatrix. To assist the development of such cultivars …

Factor analysis applied in genomic selection studies in the breeding of Coffea canephora

PTM Paixão, ACC Nascimento, M Nascimento… - Euphytica, 2022 - Springer
Brazil stands out worldwide in the production of coffee. The observed increases in its
productivity and morpho agronomic traits are the results of the improvement of several …

Quantile regression in genomic selection for oligogenic traits in autogamous plants: A simulation study

GF Oliveira, ACC Nascimento, M Nascimento… - Plos one, 2021 - journals.plos.org
This study assessed the efficiency of Genomic selection (GS) or genome‐wide selection
(GWS), based on Regularized Quantile Regression (RQR), in the selection of genotypes to …

Machine learning and statistics to qualify environments through multi-traits in Coffea arabica

WG Costa, IP Barbosa, JE de Souza, CD Cruz… - Plos one, 2021 - journals.plos.org
Several factors such as genotype, environment, and post-harvest processing can affect the
responses of important traits in the coffee production chain. Determining the influence of …

Factor analysis for plant and production variables in Coffea canephorain the Western Amazon

GN Silva, LMA Barroso, CD Cruz, RB Rocha… - 2022 - sbicafe.ufv.br
The evaluation of morphological characters related to the hulled coffee yield subsidizes the
selection of Coffea canephora plants that combine a set of favorable traits. However, the …

[HTML][HTML] Selection of maize hybrids: an approach with multi-trait, multi-environment, and ideotype-design

MA Peixoto, IF Coelho, JSPC Evangelista… - Crop Breeding and …, 2021 - SciELO Brasil
The present study aimed to evaluate the applicability and efficiency of the FAI-BLUP index in
the genetic selection of maize hybrids, using 84 maize hybrids that were evaluated for cycle …

Combining Ability and Molecular Marker Approach Identified Genetic Resources to Improve Agronomic Performance in Coffea arabica Breeding

AC Medeiros, ET Caixeta, ACB Oliveira… - … in Sustainable Food …, 2021 - frontiersin.org
Plant breeding aims to develop cultivars with good agronomic traits through gene
recombination and elite genotype selection. To support Coffea arabica breeding programs …

Exploring the multivariate technique in the discrimination of Coffea arabica L. cultivars regarding the production and quality of grains under the effect of water …

DS Ferreira, GB Canal, M Nascimento… - Euphytica, 2021 - Springer
With globalization and easy access to information, a consumer market that is more
conscious and focused on the search for superior quality coffees appears. To meet this …