Table 3.
Model (GLIMMIX) | Parameter | Dysdercus sp. | Cy. endeca | M. nitidus | N. Modulatus | A. coluzzii | P. sabeus | P. fuscipes | Z. rhytidera | Ch. coletta | Hydrovatus sp. | Berosus sp. | Microchelonus sp. |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
None | Var/Mean (mean) | 3.5 (0.05) | 27.3 (8.1) | 108.8 (3.8) | 12.3 (0.74) | 2.3 (0.17) | 59.3 (4.6) | 14.5 (0.45) | 142.9 (13.5) | 116.9 (20.6) | 16.8 (1.3) | 17.0 (1.4) | 9.6 (0.40) |
Random vars: Poisson | Pearson χ2/df (BIC) | 2.65 (111) | 24.26 (4155) | 57.55 (3925) | 5.98 (737) | 2.30 (245) | 34.19 (3654) | 8.42 (617) | 59.75 (7617) | 91.78 (11,867) | 10.81 (1216) | 16.07 (1498) | 5.19 (552) |
Random vars: Neg. Bin | Pearson χ2/df (BIC) | 0.5 (59.2) | 0.7 (1199) | 1.4 (663) | 0.5 (309) | 0.7 (188) | 0.8 (751) | 1.1 (240) | 0.9 (1241) | 0.9 (1450) | 0.6 (441) | 0.8 (464) | 0.9 (2344) |
Scalea | 103.2 ns | 4.1ne | 10.4*** | 13.4*** | 12.9** | 10.2ne | 24.7ne | 4.8*** | 5.0ne | 14.1*** | 13.9*** | 21.3** | |
Fixed & random vars: | Pearson χ2/df (BIC) | 0.3 (57.4) | 1.0 (1131) | 1.0 (626) | 0.9 (286) | 0.4 (162) | 0.8 (699) | 0.6 (227) | 1.0 (1198) | 1.4 (1386) | 0.8 (426) | 0.8* (463) | 0.7 (229) |
Negative Binomial | Scalea | 30.7 ns | 2.5ne | 6.8*** | 9.2*** | 4.7** | 5.5* | 13.9ne | 3.8*** | 3.3*** | 10.2*** | 12.1** | 11.3** |
Yearb (SD) | 0 (ne) | 0.0ne (ne) | 0.001 ns (0.13) | 0ne (ne) | 0ne (ne) | 0.43ne (0) | 0ne (0) | 0ne (ne) | 0.09 ns (0.13) | 0ne (ne) | 0ne (ne) | 0ne (ne) | |
Villageb (SD) | 0 (ne) | 0.2ne (0) | 0ne (ne) | 0ne (ne) | 0ne (ne) | 0 (ne) | 0.17ne (0) | 0ne (ne) | 0.10 ns (0.15) | 0ne (ne) | 0ne (ne) | 0ne (ne) | |
Periodc | Sepns | Octoberns | Sep*** | Oct** | Augns | Sep*** | Aug*** | July*** | July*** | July** | Octoberns | Julyns | |
Panel Height | 0.02 ns (0.022) | 0.007*** (0.002) | 0.002 ns (0.004) | 0.010*** (0) | 0.003*** (0) | − 0.005*** (0) | − 0.016*** (0) | − 0.004 ns (0.003) | 0.007 ns (0.004) | − 0.01* (0.006) | − 0.004 ns (0.005) | − 0.004*** (0) | |
Fixed variables: | Pearson χ2/df, (BIC) | 0.28 (60.8) | 1.2 (1135) | 1.2 (618) | 0.5 (290) | 0.3 (162) | 2.3 (683) | 0.4 (223) | 0.9 (1202) | 2.0 (1357) | 0.6 (421) | 0.9 (450) | 0.8(228) |
Negative Binomial | Scalea | 41.2 ns | 2.7*** | 6.8*** | 8.4*** | 4.1** | 4.7*** | 12.4*** | 3.6*** | 2.8*** | 9.6*** | 9.8*** | 11.8*** |
Periodd | Jul-Sepns | Oct-Dec*** | Oct-Dec** | Oct-Decns | Jul-Sepns | Oct-Decns | Oct-Decns | Jul-Sep** | Jul-Sep* | Oct-Decns | Oct-Decns | Mar-Junns | |
Wind dir. vector (N-S)e | 1.99 ns | − 0.59 ns | 0.6 ns | − 0.19 ns | 0.12 ns | 0.09 ns | − 1.07 ns | − 0.82 ns | − 0.75 ns | 0.13 ns | 0.22 ns | 0.12 ns | |
Per x Wind dir. (N-S)f | 1.89 ns | − 0.30 ns | 0.96 ns | − 0.39 ns | 0.02 ns | − 0.56 ns | − 3.0 ns | 0.01 ns | 0.18 ns | 0.40 ns | − 0.10 ns | − 0.80 ns | |
Wind speed g | − 0.23 ns | − 0.12 ns | − 0.37** | − 0.41* | − 0.17 ns | − 0.46*** | 0.43* | − 0.09 ns | − 0.26*** | − 0.44*** | − 0.41*** | − 0.80 ns | |
Temperature (oC )g | 1.04 ns | − 0.06 ns | 0.81** | − 0.02 ns | − 0.31 ns | 0.72** | 0.30 ns | − 0.10 ns | 0.09 ns | − 0.06 ns | 0.08 ns | 0.94* | |
RH (%)g | 0.23 ns | 0.01 ns | 0.11*** | 0.03 ns | − 0.001 ns | 0.17*** | 0.05 ns | − 0.01 ns | 0.04 ** | 0.03 ns | 0.03 ns | 0.20 * |
aFor negative bionomial scale parameter estimates the k parameter of this distribution.
bThe effects of year and village could not be estimated simultaneously, so the estimates were produced in two separate models, each including only one of the factors.
cTwo month periods were used (Mar-Apr, May-Jun, Jul-Aug, Sep-Oct, and Nov-Dec). The period of highest panel density is shown with its statistical significance.
***,**,*, ns, ne refer to significance probability of 0.001, 0.01 and 0.05, > 0.05, and to parameters that could not be estimated, respectively.
dTo better reflect seasonal variation in wind direction (Fig. 5a), periods for this analysis were Mar-Jun, Jul-Sep, and Oct-Dec. The period of highest panel density is shown with its statistical significance.
eThe main effect of wind direction, measured from south (− 1) to north (1) of each sampling location on aerial density. This measures the south-north component of the average angle of nightly wind direction (see text and Fig. 5a).
fThe interaction between Period and S–N vector of wind is shown for the difference between Oct-Dec and Jul-Sep.
gMeasured at flight altitude using MERRA2 database based on panel height (see text for details).