Table 1 Comparison between different mathematical models of the logarithm of the ratio between CO2 and EW and CO2 in CTL using different explicative variables. The comparison is based on the statistical criteria AIC (Akaike Information Criterion) and BIC (Bayesian Information Criterion). Lower AIC and BIC values indicate a better fit with the experimental data. The models with random temporal effects consider that data belonging to the same treatments are not independent, and the models with fixed temporal effects consider each datapoint to be independent from the others.

From: Changes in soil carbon mineralization related to earthworm activity depend on the time since inoculation and their density in soil

 

Time fixed-effect

Time random-effect

AIC

BIC

AIC

BIC

Time model

Without time effect

404

412

− 897

− 884

Linear model with time

366

379

− 1255

− 1234

Quadratic model with time

358

375

− 1256

− 1226

Cubic model with time

357

379

− 1263

− 1225

+ Co-variable (fixed-effect)

+ EW density

47

73

− 1285

− 1242

+ EW category

345

371

− 1264

− 1216

+ OM type

281

311

− 1261

− 1205

+ Temperature

365

390

− 1105

− 1059

+ Land occupation

331

357

− 1268

− 1225

Interaction with density

Time density interaction

36

66

− 1360

− 1304