Vertically aligned carbon nanotube (CNT) layers were synthesized on Fe-coatedlow-cost alumina substrates using radio-frequency plasma enhanced chemicalvapour deposition (RF-PECVD) technology. A miniaturized CNT-based gas sensorarray was developed for monitoring landfill gas (LFG) at a temperature of150 °C. The sensor array was composed of 4 sensing elements with unmodified CNT, and CNTloaded with 5 nm nominally thick sputtered nanoclusters of platinum (Pt), ruthenium (Ru)and silver (Ag). Chemical analysis of multicomponent gas mixtures constituted ofCO2,CH4,H2,NH3, COand NO2 has been performed by the array sensor responses and pattern recognition based onprincipal component analysis (PCA). The PCA results demonstrate that themetal-decorated and vertically aligned CNT sensor array is able to discriminate theNO2 presence in the multicomponent mixture LFG. TheNO2 gas detection in the mixture LFG was proved to be very sensitive, e.g.: theCNT:Ru sensor shows a relative change in the resistance of 1.50% and 0.55% forNO2 concentrations of 3.3 ppm and 330 ppb dispersed in the LFG, respectively, with a wideNO2 gas concentration range measured from 0.33 to 3.3 ppm, at the sensor temperature of150 °C. The morphology and structure of the CNT networks have been characterized byscanning electron microscopy (SEM), transmission electron microscopy (TEM)and Raman spectroscopy. A forest-like nanostructure of vertically alignedCNT bundles in the multi-walled form appeared with a height of about 10µm and a single-tube diameter varying in the range of 5–35 nm. The intensity ratio of the Ramanspectroscopy D-peak and G-peak indicates the presence of disorder and defects in the CNTnetworks. The size of the metal (Pt, Ru, Ag) nanoclusters decorating the CNT top surfacevaries in the range of 5–50 nm. Functional characterization based on electrical chargetransfer sensing mechanisms in the metal-modified CNT-chemoresistor array demonstrateshigh sensitivity by providing minimal sub-ppm level detection, e.g., download up to 100 ppbNO2, at the sensortemperature of 150 °C. The gas sensitivity of the CNT sensor array depends on operating temperature, showing alower optimal temperature of maximum sensitivity for the metal-decorated CNT sensorscompared to unmodified CNT sensors. Results indicate that the recovery mechanisms in theCNT chemiresistors can be altered by a rapid heating pulse from room temperature to about110 °C. A comparisonof the NO2 gas sensitivity for the chemiresistors based on disorderly networked CNTs and verticallyaligned CNTs is also reported. Cross-sensitivity towards relative humidity of the CNTsensors array is investigated. Finally, the sensing properties of the metal-decorated andvertically aligned CNT sensor arrays are promising to monitor gas events in the LFG forpractical applications with low power consumption and moderate sensor temperature.