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Table 1 Estimated model parameters of differential equation describing the rate of development (RFsgt) towards time-to-flowering as a function of QTL genotype operators (TFg,j) and environmental factors (fi,sgt = DL, Srad, Tmax and Tmin) at five experimental sites (s)

From: Dynamic QTL-based ecophysiological models to predict phenotype from genotype and environment data

Variable

Parameter

Estimate

Description

Center

μc

0.0235198065831426

Overall Center

DLsgt

α1

−0.0015423214758081

Environmental Factors

Sradsgt

α2

−0.0000853054955707

Tmaxsgt

α3

0.0005966415621148

Tminsgt

α4

0.0005228804696115

TF1g

β1

0.0009382848209270

QTL Operators

TF2g

β2

0.0012733168457595

TF3g

β3

−0.0006810089804720

TF4g

β4

0.0002546737990060

TF5g

β5

−0.0000294375056886

TF6g

β6

0.0005598758808943

TF7g

β7

−0.0004332155371734

TF8g

β8

−0.0002159196193359

TF9g

β9

−0.0004693200551048

TF10g

β10

−0.0002745608987544

TF11g

β11

0.0003463304080702

TF12g

β12

−0.0001723147103969

TF1g × TF2g

θ12

0.0002794695951983

Interaction: QTL by QTL

DLsgt × TF3g

γ13

−0.0007636661891134

Interaction: Environmental Factor by QTL Operator

DLsgt × TF7g

γ17

−0.0001527383245705

DLsgt × TF12g

γ112

−0.0001400623472723

Tminsgt × TF2g

γ42

−0.0000298150506285

Tminsgt × TF3g

γ43

−0.0000818315988969

Tmaxsgt × TF5g

γ35

0.0000980123505664

Sradsgt × TF12g

γ212

−0.0000274938204046

  1. Predictor variables are: DLsgt = day length (hours) experienced by genotype gth on day t at site s; Sradsgt = solar radiation (Srad, MJ m−2 d−1) experienced by genotype gth on day t at site s; Tmaxsgt = maximum temperature (°C) experienced by genotype gth on day t at site s; Tminsgt = minimum temperature (°C) experienced by genotype gth on day t at site s; TF1g to TF12g = QTL operators coded as +1 for Calima alleles and − 1 for Jamapa alleles