Table 2.
Output of the negative binomial regression model in the generalized linear model to model the effect of physicochemical parameters and environmental exploratory variables on snail species abundance in the “glmmTMB package in R4.1.2.
Species | Fixed variables | Estimates | Confidence interval | p-value | Random effects |
|
---|---|---|---|---|---|---|
Variance | Standard deviation | |||||
Bulinus globosus | Intercept | −4.39 | −14.41 to 5.62 | 0.39 | 8.396e-10 4.312e-11 | 2.898e-05 6.567e-06 |
Rainfall | 0.01 | −0.005 to 0.02 | 0.25 | |||
Minimum LST | −0.12 | −0.40 to 0.17 | 0.43 | |||
Maximum LST | 0.06 | −0.29 to 0.42 | 0.74 | |||
NDVI | 5.36 | 0.35 to 10.37 | 0.04∗ | |||
Dissolved oxygen | 0.24 | 0.05 to 0.43 | 0.01∗ | |||
pH | 0.48 | −0.39 to 1.36 | 0.29 | |||
ORP | −0.01 | −0.02 to −0.001 | 0.01∗ | |||
NDWI | −5.84 | −10.09 to −1.60 | 0.007∗ | |||
Pressure | −0.01 | −0.12 to 0.10 | 0.86 | |||
Biomphalaria pfeifferi | Intercept | 4.81 | −92.74 to 102.37 | 0.92 | 7.71e-09 | 8.781e-05 |
Rainfall | −0.03 | −0.14 to 0.09 | 0.65 | |||
Minimum LST | −1.19 | −4.25 to 1.87 | 0.45 | |||
Maximum LST | 0.72 | −2.99 to 4.43 | 0.71 | |||
NDVI | 8.72 | −45.96 to 63.39 | 0.76 | |||
Dissolved oxygen | −0.53 | −3.46 to 2.40 | 0.73 | |||
pH | −0.04 | −6.07 to 5.98 | 0.99 | |||
ORP | −0.04 | −0.09 to 0.01 | 0.12 | |||
NDWI | 3.09 | −42.20 to 48.38 | 0.89 | |||
Pressure | −0.005 | −0.24 to 0.23 | 0.97 |
LST Land surface temperature.
NDVI Normalized difference vegetation index.
ORP oxidation-reduction potential.
NDWI Normalized difference wetness index.
∗Significant at p < 0.05.