Table 2 Results of mixed linear models (GLMMs and LMMs) relating weed seed predation rates (based on seed cards count) to proportion of arable crops, pesticide intensity and activity-density (AD) of seed-eating (SE) carabids in interaction with session. Followed by models relating the number of seed eaten per seed-eating (SE) carabid to proportion of arable crops, pesticide intensity and alternative prey biomass in interaction with session.

From: The resilience of weed seedbank regulation by carabid beetles, at continental scales, to alternative prey

Response variable (y)

Model (n)

AIC

R2m

R2c

Explanatory variable (x)

Est. (std. error)

χ2

df

P-value

Predation rates (seed cards)

GLMM (n = 116)

1333.6

0.10

0.34

log(SE):Session

S1: 0.20 (0.16); P > 0.05 ns

7.81

1

0.005**

S2: 0.78 (0.18); P < 0.001***

log(SE)

0.20 (0.16)

1.73

1

0.189

Session

S1: 0.16 (0.02)a; S2: 0.07 (0.01)b

12.30

1

 < 0.001***

PesticideIntensity

− 0.08 (0.07)

1.43

1

0.232

pCrop

0.57 (0.20)

0.22

1

0.640

Seed eaten per seed-eating carabid

LMM (n = 101)

300.1

0.23

0.40

log(Aphid):Session

− 0.23 (0.09)

3.79

1

0.052

log(Aphid)

− 0.31 (010)

6.25

1

0.012*

Session

S1: 0.49 (0.07)a; S2: 0.18 (0.03)b

27.40

1

 < 0.001***

PesticideIntensity

0.09 (0.76)

0.09

1

0.761

pCrop

0.52 (0.62)

0.73

1

0.394

290.8

0.28

0.63

log(Collembola + 0.5):Session

S1: 0.16 (0.07); P = 0.02

27.96

1

 < 0.001***

S2: − 0.18 (0.06); P = 0.01

log(Collembola + 0.5)

0.16 (0.07)

5.98

1

0.014*

Session

S1: 0.47 (0.06); S2: 0.17 (0.03)

1.35

1

0.245

PesticideIntensity

0.11 (0.07)

2.44

1

0.118

pCrop

0.61 (0.73)

0.71

1

0.400

309.2

0.17

0.32

log(Arachnida):Session

− 0.02 (0.11)

0.32

1

0.570

log(Arachnida)

0.08 (0.21)

0.04

1

0.837

Session

S1: 0.47 (0.07)a; S2: 0.19 (0.03)b

16.28

1

 < 0.001***

PesticideIntensity

0.08 (0.06)

1.45

1

0.229

pCrop

0.37 (0.66)

0.31

1

0.575

301.5

0.22

0.37

log(Total animal):Session

− 0.32 (0.11)

0.61

1

0.436

log(Total animal)

− 0.36 (012)

7.77

1

0.005**

Session

S1: 0.49 (0.07)a; S2: 0.18 (0.03)b

26.87

1

 < 0.001***

PesticideIntensity

0.04 (0.06)

0.43

1

0.511

pCrop

0.40 (0.61)

0.44

1

0.507

  1. For each model we reported the type of model with the number of observations (n), AIC, marginal and conditional R-squared (R2m and R2c), and for each variable in the model we report the estimate with standard error (est. (std. error)), the Wald Chi square-value (χ2), test degrees of freedom (df) and the P-value. Where the interaction between carabids AD or prey biomass with session was significant, we report the estimate with standard error (est. (std. error)) and indicate if the slope is different from 0 (P-value) for each sampling session. For qualitative factors, such as session (S1: session 1; S2: session 2) we report the estimated marginal means (std. error) and an associated letter indicating the significance of the difference between the two sessions.