A chemical sensor, methods of forming the same, and methods of performing chemical detection include a carbon nanotube test surface. A detector is configured to receive a signal from the carbon nanotube test surface responsive to illumination on the nanotube test surface. A matching module is configured to determine whether a chemical is present at the carbon nanotube test surface based on a comparison between the signal and a spectral profile of the chemical.