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Lima DC, Washburn JD, Varela JI, Chen Q, Gage JL, Romay MC, Holland J, Ertl D, Lopez-Cruz M, Aguate FM, de Los Campos G, Kaeppler S, Beissinger T, Bohn M, Buckler E, Edwards J, Flint-Garcia S, Gore MA, Hirsch CN, Knoll JE, McKay J, Minyo R, Murray SC, Ortez OA, Schnable JC, Sekhon RS, Singh MP, Sparks EE, Thompson A, Tuinstra M, Wallace J, Weldekidan T, Xu W, de Leon N. Genomes to Fields 2022 Maize genotype by Environment Prediction Competition. BMC Res Notes 2023; 16:148. [PMID: 37461058 DOI: 10.1186/s13104-023-06421-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 06/28/2023] [Indexed: 07/20/2023] Open
Abstract
OBJECTIVES The Genomes to Fields (G2F) 2022 Maize Genotype by Environment (GxE) Prediction Competition aimed to develop models for predicting grain yield for the 2022 Maize GxE project field trials, leveraging the datasets previously generated by this project and other publicly available data. DATA DESCRIPTION This resource used data from the Maize GxE project within the G2F Initiative [1]. The dataset included phenotypic and genotypic data of the hybrids evaluated in 45 locations from 2014 to 2022. Also, soil, weather, environmental covariates data and metadata information for all environments (combination of year and location). Competitors also had access to ReadMe files which described all the files provided. The Maize GxE is a collaborative project and all the data generated becomes publicly available [2]. The dataset used in the 2022 Prediction Competition was curated and lightly filtered for quality and to ensure naming uniformity across years.
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Affiliation(s)
- Dayane Cristina Lima
- Department of Agronomy, University of Wisconsin - Madison, Madison, WI, 53706, USA.
| | - Jacob D Washburn
- USDA-ARS Plant Genetics Research Unit, 205 Curtis Hall, Columbia, MO, 65211, USA
| | - José Ignacio Varela
- Department of Agronomy, University of Wisconsin - Madison, Madison, WI, 53706, USA
| | - Qiuyue Chen
- Department of Crop and Soil Sciences, North Carolina State University, Raleigh, NC, 27695, USA
| | - Joseph L Gage
- Department of Crop and Soil Sciences, North Carolina State University, Raleigh, NC, 27695, USA
| | - Maria Cinta Romay
- Institute for Genomic Diversity, Cornell University, Ithaca, NY, 14853, USA
| | - James Holland
- USDA-ARS Plant Science Research Unit, Raleigh, NC, 27606, USA
| | - David Ertl
- Iowa Corn Promotion Board, Johnston, IA, 50131, USA
| | - Marco Lopez-Cruz
- Department of Epidemiology and Biostatistics, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI, 48824, USA
| | - Fernando M Aguate
- Department of Epidemiology and Biostatistics, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI, 48824, USA
| | - Gustavo de Los Campos
- Department of Plant, Soil and Microbial Sciences, Department of Epidemiology and Biostatistics, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI, 48824, USA
| | - Shawn Kaeppler
- Department of Agronomy, University of Wisconsin - Madison, Madison, WI, 53706, USA
| | - Timothy Beissinger
- Department of Crop Science, Center for Integrated Breeding Research, University of Göttingen, Carl-Sprengel-Weg 1, 37075, Göttingen, Germany
| | - Martin Bohn
- University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | | | - Jode Edwards
- USDA ARS CICGRU, 716 Farmhouse Ln, Ames, IA, 50011-1051, USA
| | - Sherry Flint-Garcia
- USDA-ARS Plant Genetics Research Unit, 205 Curtis Hall, Columbia, MO, 65211, USA
| | - Michael A Gore
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Candice N Hirsch
- Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA
| | - Joseph E Knoll
- USDA-ARS Crop Genetics and Breeding Research Unit, Tifton, GA, 31793, USA
| | - John McKay
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO, 80523, USA
| | - Richard Minyo
- Department of Horticulture and Crop Science, College of Food, Agricultural, and Environmental Sciences, Ohio State University, Wooster, OH, 44691, USA
| | - Seth C Murray
- Department of Soil and Crop Sciences, Texas A&M University, College Station, TX, 77843, USA
| | - Osler A Ortez
- Department of Horticulture and Crop Science, Ohio State University, Columbus, OH, 43210, USA
| | - James C Schnable
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
| | - Rajandeep S Sekhon
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC, 29634, USA
| | - Maninder P Singh
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, 48824, USA
| | - Erin E Sparks
- Department of Plant and Soil Sciences, University of Delaware, Newark, DE, 19716, USA
| | - Addie Thompson
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, 48824, USA
| | - Mitchell Tuinstra
- Department of Agronomy, Purdue University, West Lafayette, IN, 49707, USA
| | - Jason Wallace
- Department of Crop & Soil Sciences, University of Georgia, Athens, GA, 30602, USA
| | | | - Wenwei Xu
- Texas A&M University, College Station, TX, 77843, USA
| | - Natalia de Leon
- Department of Agronomy, University of Wisconsin - Madison, Madison, WI, 53706, USA
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