Haplotype-based autoencoders can reduce the dataset dimension and estimate haplotype block effects in different crop species
Year: 2025
Type: article
Language: en
Topic: Genetic and phenotypic traits in livestock
Authors and affiliations:
raw_author_name: Philipp Georg Heilmann
raw_affiliation_strings: Institute of Agronomy and Plant Breeding II, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany. philipp.g.heilmann@agrar.uni-giessen.de
Institute of Agronomy and Plant Breeding II, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany
raw_author_name: Emanuel Grosch
raw_affiliation_strings: Institute of Agronomy and Plant Breeding II, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany
raw_author_name: Matthias Frisch
raw_affiliation_strings: Institute of Agronomy and Plant Breeding II, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany
raw_author_name: Matthias Herrmann
raw_affiliation_strings: Research on Agricultural Crops, Federal Research Centre for Cultivated Plants, Institute for Breeding, Julius Kühn Institute, Rudolf-Schick-Platz 3a, 18190, Sanitz, Germany
raw_author_name: Steffen Beuch
raw_affiliation_strings: Saatzucht Granskevitz, Nordsaat Saatzucht GmbH, Granskevitz 3, 18569, Schaprode, Germany
raw_author_name: Vivek Kurra
raw_affiliation_strings: Saatzucht Bauer GmbH & Co. KG, Landshuter Str. 3a, 93083, Obertraubling, Germany
raw_author_name: Martin Mascher
raw_affiliation_strings: Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Corrensstraße 3, 06466, Seeland, Germany
raw_author_name: Raz Avni
raw_affiliation_strings: Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Corrensstraße 3, 06466, Seeland, Germany
raw_author_name: Klaus Oldach
raw_affiliation_strings: KWS Lochow GmbH, Ferdinand-von-Lochow-Str. 5, 29303, Bergen, Germany
raw_author_name: Ina Röhrs
raw_affiliation_strings: Research & Breeding Dottenfelderhof, Landbauschule Dottenfelderhof e.V., Dottenfelderhof 1, 61118, Bad Vilbel, Germany
raw_author_name: Anja Hanemann
raw_affiliation_strings: Saatzucht Josef Breun GmbH & Co. KG, Amselweg 1, 91074, Herzogenaurach, Germany
raw_author_name: Raja Ram Mehta
raw_affiliation_strings: Saatzucht Bauer GmbH & Co. KG, Landshuter Str. 3a, 93083, Obertraubling, Germany
raw_author_name: Carsten Reinbrecht
raw_affiliation_strings: Saatzucht Streng-Engelen GmbH & Co. KG, Aspachhof, 97215, Uffenheim, Germany
raw_author_name: Albrecht Serfling
raw_affiliation_strings: Institute for Resistance Research and Stress Tolerance, Julius Kühn Institute, Erwin-Baur-Str. 27, 06484, Quedlinburg, Germany
raw_author_name: Andreas Stahl
raw_affiliation_strings: Institute for Resistance Research and Stress Tolerance, Julius Kühn Institute, Erwin-Baur-Str. 27, 06484, Quedlinburg, Germany
raw_author_name: Marco Stucke
raw_affiliation_strings: Saatzucht Streng-Engelen GmbH & Co. KG, Aspachhof, 97215, Uffenheim, Germany
raw_author_name: Amine Abbadi
raw_affiliation_strings: NPZ Innovation GmbH, Hohenlieth-Hof, 24363, Holtsee, Germany
raw_author_name: Tobias Kox
raw_affiliation_strings: NPZ Innovation GmbH, Hohenlieth-Hof, 24363, Holtsee, Germany
raw_author_name: Carola Zenke-Philippi
raw_affiliation_strings: Institute of Agronomy and Plant Breeding II, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany