Study of Abiotic and Biotic Parameters Affecting the Abundance of Mosquito Larvae (Diptera: Culicidae) in the Region of Fez (Morocco)
Table 1
Significant results of the abiotic and biotic factors affecting the distribution of species.
Species
Parameter
Estimate
Std. error
z value
Pr(>|z|)
Culex perexiguus (Theobald, 1903)
(Intercept)
1.04e + 00
1.83e − 01
5.69
1.2e − 08,‡
WUIr
−1.68e + 00
4.49e − 01
−3.74
0.00018,‡
Debris1
2.13e + 00
1.73e − 01
12.30
<2e − 16,‡
Indu1
8.50e − 01
1.83e − 01
4.66
3.2e − 06,‡
Build1
−8.26e − 01
1.89e − 01
−4.38
1.2e − 05,‡
GFilAlg1
7.06e − 01
2.02e − 01
3.49
0.00047,‡
DOxy
−4.57e − 01
4.97e − 02
−9.21
<2e − 16,‡
ECond
1.99e − 04
7.14e − 05
2.79
0.00522,‡
Debris1
−2.24e + 01
5.38e + 00
−4.17
3.0e − 05,‡
WDep
2.26e − 02
3.88e − 03
5.82
5.8e − 09,‡
Culex theileri (Theobald, 1903)>
(Intercept)
−11.9430
2.1022
−5.68
1.3e − 08,‡
PVeg
1.7545
0.3954
4.44
9.1e − 06,‡
Build1
−2.1231
0.2939
−7.22
5.0e − 13,‡
GFilAlg1
1.7961
0.3441
5.22
1.8e − 07,‡
pH
1.2679
0.2295
5.53
3.3e − 08,‡
Sal
1.3591
0.2140
6.35
2.1e − 10,‡
DOxy
0.1367
0.0644
2.12
0.03377,‡
TDS
−1.0132
0.2868
−3.53
0.00041,‡
Culex pipiens (linnaeus, 1758)
(Intercept)
1.59e + 00
8.73e − 01
1.83
0.06771†
WUIn
−9.94e − 01
2.62e − 01
−3.79
0.00015,‡
WUIr
2.95e + 00
2.63e − 01
11.22
<2e − 16,‡
Debris1
3.86e − 01
1.82e − 01
2.12
0.03438,‡
GW
1.26e + 00
4.41e − 01
2.85
0.00441,‡
IW
2.35e + 00
4.26e − 01
5.51
3.7e − 08,‡
YW
−1.45e + 01
6.81e + 02
−0.02
0.98304
ZSlope
5.57e − 01
2.41e − 01
2.31
0.02068,‡
pH
−1.80e − 01
9.39e − 02
−1.92
0.05540†
Sal
6.94e − 01
2.20e − 01
3.15
0.00164,‡
DOxy
−4.49e − 01
4.76e − 02
−9.42
<2e − 16,‡
ECond
−7.10e − 04
1.69e − 04
−4.21
2.6e − 05,‡
WF
−1.64e + 01
2.17e + 00
−7.54
4.7e − 14,‡
TDS
−1.53e + 00
2.30e − 01
−6.64
3.1e − 11,‡
WDep
5.29e − 02
4.80e − 03
11.01
<2e − 16,‡
Std. Error: standard error; z value: estimate/std. error; Pr(>|z|) = Pr(N(0,1)>|z-value|); significance codes: 0.001, 0.01, 0.05, †0.1, ‡1; Build1: proximity of buildings construction; Indu1: proximity of industrial establishments; GW : green water; IW : incolor water; YW: yellow water; ECond : electrical conductivity; WF: water flow; Debris1: presence of debris; DOxy : dissolved oxygen; GFilAlg1 : presence of green filamentous algae; WUIr : water used for irrigation; pH : potential of hydrogen; WDep : water depth; Sal : salinity; ZSlope: zero slope; TDS : total dissolved solids; WUIn : water used for industry; PVeg: presence of vegetation.