Research Article

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.

SpeciesParameterEstimateStd. errorz valuePr(>|z|)

Culex perexiguus (Theobald, 1903)(Intercept)1.04e + 001.83e − 015.691.2e − 08,‡
WUIr−1.68e + 004.49e − 01−3.740.00018,‡
Debris12.13e + 001.73e − 0112.30<2e − 16,‡
Indu18.50e − 011.83e − 014.663.2e − 06,‡
Build1−8.26e − 011.89e − 01−4.381.2e − 05,‡
GFilAlg17.06e − 012.02e − 013.490.00047,‡
DOxy−4.57e − 014.97e − 02−9.21<2e − 16,‡
ECond1.99e − 047.14e − 052.790.00522,‡
Debris1−2.24e + 015.38e + 00−4.173.0e − 05,‡
WDep2.26e − 023.88e − 035.825.8e − 09,‡

Culex theileri (Theobald, 1903)>(Intercept)−11.94302.1022−5.681.3e − 08,‡
PVeg1.75450.39544.449.1e − 06,‡
Build1−2.12310.2939−7.225.0e − 13,‡
GFilAlg11.79610.34415.221.8e − 07,‡
pH1.26790.22955.533.3e − 08,‡
Sal1.35910.21406.352.1e − 10,‡
DOxy0.13670.06442.120.03377,‡
TDS−1.01320.2868−3.530.00041,‡

Culex pipiens (linnaeus, 1758)(Intercept)1.59e + 008.73e − 011.830.06771
WUIn−9.94e − 012.62e − 01−3.790.00015,‡
WUIr2.95e + 002.63e − 0111.22<2e − 16,‡
Debris13.86e − 011.82e − 012.120.03438,‡
GW1.26e + 004.41e − 012.850.00441,‡
IW2.35e + 004.26e − 015.513.7e − 08,‡
YW−1.45e + 016.81e + 02−0.020.98304
ZSlope5.57e − 012.41e − 012.310.02068,‡
pH−1.80e − 019.39e − 02−1.920.05540
Sal6.94e − 012.20e − 013.150.00164,‡
DOxy−4.49e − 014.76e − 02−9.42<2e − 16,‡
ECond−7.10e − 041.69e − 04−4.212.6e − 05,‡
WF−1.64e + 012.17e + 00−7.544.7e − 14,‡
TDS−1.53e + 002.30e − 01−6.643.1e − 11,‡
WDep5.29e − 024.80e − 0311.01<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.