Data: More than 1000 genotypes are required to derive robust relationships between yield, yield stability and physiological parameters: a computational study on wheat crop
Authors/Creators
- 1. Humboldt Universität zu Berlin
- 2. INRAE
- 3. The University of Queensland
Description
APSIM-Wheat (www.apsim.info) was used to simulate a data set (for details, see Casadebaig et al., 2016) with 9100 virtual genotypes (Ngen= 9100) grown under 9000 environments (Nenv=9000). In short, virtual genotypes were created by varying the value of 90 independent physiological parameters in a range of ±20% from the reference cultivar Hartog. Environments in the dataset contain historical climate data of 125 years (1889-2013) in four locations (Emerald, Narrabri, Yanco and Merredin) in Australia, in combination with two CO2 levels (380 and 555 ppm), three nitrogen levels (low: 50%, control: 100% and high fertilization: 100% plus 50 kg‧ha-1) and three sowing dates (early, control and late).
Notes
Files
README.md
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Additional details
Related works
- Is derived from
- Journal article: 10.1371/journal.pone.0146385 (DOI)
- Is published in
- Journal article: 10.1007/s00122-023-04264-7 (DOI)
- Is referenced by
- Software: 10.5281/zenodo.5804213 (DOI)
- Is required by
- Workflow: 10.5281/zenodo.7562421 (DOI)
Funding
- Agence Nationale de la Recherche
- SUNRISE - Ressources génétiques de tournesol pour l'amélioration de la stabilité de production d'huile sous c ANR-11-BTBR-0005