title: Quantifying the Effects of Photoperiod, Temperature and Daily Irradiance on Flowering Time of Soybean Isolines.
abstract: Soybean isolines with different combinations of photoperiod sensitivity alleles were planted in a greenhouse at different times during the year resulting in natural variation in daily incident irradiance and duration. The time from planting to first flower were observed. Mathematical models, using additive and multiplicative modes, were developed to quantify the effect of photoperiod, temperature, photoperiod-temperature interactions, rate of photoperiod change, and daily solar irradiance on flowering time. Observed flowering times correlated with predicted times (R² = 0.92, Standard Error of the Estimate (SSE) = 2.84 d, multiplicative mode; R² = 0.91, SSE = 2.88 d, additive mode). The addition of a rate of photoperiod change function and an irradiance function to the temperature and photoperiod functions improved the accuracy of flowering time prediction. The addition of a modified photoperiod function, which allowed for photoperiod sensitivity at shorter photoperiods, improved prediction of flowering time. Both increasing and decreasing rate of photoperiod change, as well as low levels of daily irradiance delayed flowering in soybean. The complete model, which included terms for the rate of photoperiod change, photoperiod, temperature and irradiance, predicted time to first flower in soybean across a range of environmental conditions with an SEE of 3.6 days when tested with independent data.
authors.affiliation: Agriculture and Agri-Food Canada, Eastern Cereal and Oilseed Research Centre (ECORC), 960 Carling Ave, Bldg 110, Ottawa, Ontario K1A 0C6, Canada. elroy.cober@agr.gc.ca.
authors.forename: Elroy R
authors.initials: ER
authors.lastname: Cober
authors.affiliation: Agriculture and Agri-Food Canada, Eastern Cereal and Oilseed Research Centre (ECORC), 960 Carling Ave, Bldg 110, Ottawa, Ontario K1A 0C6, Canada. curtisseeds@bioflora.ca.
authors.forename: Daniel F
authors.initials: DF
authors.lastname: Curtis
authors.affiliation: Agriculture and Agri-Food Canada, Eastern Cereal and Oilseed Research Centre (ECORC), 960 Carling Ave, Bldg 110, Ottawa, Ontario K1A 0C6, Canada. stewartdmej@gmail.com.
authors.forename: Douglas W
authors.initials: DW
authors.lastname: Stewart
authors.affiliation: Agriculture and Agri-Food Canada, Eastern Cereal and Oilseed Research Centre (ECORC), 960 Carling Ave, Bldg 110, Ottawa, Ontario K1A 0C6, Canada. malcolm.morrison@agr.gc.ca.
authors.forename: Malcolm J
authors.initials: MJ
authors.lastname: Morrison
keywords: Glycine max; flowering time; irradiance; modeling; phenology; photoperiod; soybean; temperature