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Dynamical climatic model for time to flowering in Vigna radiata
- Source :
- BMC Plant Biology, BMC Plant Biology, Vol 20, Iss S1, Pp 1-15 (2020)
- Publication Year :
- 2020
-
Abstract
- Background Phenology data collected recently for about 300 accessions of Vigna radiata (mungbean) is an invaluable resource for investigation of impacts of climatic factors on plant development. Results We developed a new mathematical model that describes the dynamic control of time to flowering by daily values of maximal and minimal temperature, precipitation, day length and solar radiation. We obtained model parameters by adaptation to the available experimental data. The models were validated by cross-validation and used to demonstrate that the phenology of adaptive traits, like flowering time, is strongly predicted not only by local environmental factors but also by plant geographic origin and genotype. Conclusions Of local environmental factors maximal temperature appeared to be the most critical factor determining how faithfully the model describes the data. The models were applied to forecast time to flowering of accessions grown in Taiwan in future years 2020-2030.
- Subjects :
- 0106 biological sciences
0301 basic medicine
Time Factors
Genotype
Radiata
Climate
Mungbean
Plant Science
Climatic factors
Flowers
Biology
Flowering time
01 natural sciences
Models, Biological
Vigna
03 medical and health sciences
lcsh:Botany
Day length
GWAS
Precipitation
Phenology
Research
biology.organism_classification
Adaptation, Physiological
Publisher Correction
lcsh:QK1-989
Plant development
030104 developmental biology
Agronomy
Adaptation
010606 plant biology & botany
Model
Subjects
Details
- ISSN :
- 14712229
- Volume :
- 20
- Issue :
- Suppl 1
- Database :
- OpenAIRE
- Journal :
- BMC plant biology
- Accession number :
- edsair.doi.dedup.....e73cdeadb855a1ef059acba323ab9739