c_mitra
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You can well detect it with a simple instrument when looking to the sky. To measure the absorption for path length of a few meters, you need tuned mono-mode lasers.
Most commercial NIR spectrophotometers use a path length 10-20cm and use a simple source of IR (a hot nichrome wire or a SiC rod) with a simple grating monochromator. The detectors vary but all can detect both CO2 and H2O in air to a decent accuracy (better than 1% accuracy). The few I have seen use a chopper stabilized low noise amplifier to get a decent signal.
Around 1.4um the absorption is quite strong and and the transmittance is low and the attenuation is very high. This is very interesting for astronomers but I do not have exact details.