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.
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 |