Note that this isn't exactly the same as getting more information.
Consider how terrible it would be if you were suddenly granted the ability to nitrogen gas: You would blindly stumble around in a dense fog before being eaten by a predator you never saw coming. Good filtering can almost be more important than good sensors.
I think that's also a great argument in favor of false-color/hyperspectral images of other planets: Why limit ourselves to the arbitrary wavelengths that were "chosen" just for Earth's atmosphere?
Human color-sense is arbitrary in that it exists for light from a particular star filtering through a particular chemical medium and illuminating stuff that is of particular interest to us and which is detectable by our particular biological tools.
Heck, even our cosmically-close sibling-species have different perceptions, like flowers and insects that use ultraviolet signals and detection. Or animals that can easily detect light polarization.
That's a pretty popular kind of star. I believe stars have surface temperature from 3K to 10K, corresponding to a pretty narrow range of black body radiation. Then it's mostly unaffected by that chemical medium, save for some scattering.
Yes, we could see some IR and UF, but that wouldn't expand that spectrum dramatically. Visible light occupies a tiny part of total EM spectrum, so expanding it arithmetically still leaves you with a tiny subset.
Humans are actually quite good at seeing light polarization. I can easily do that with my laptop screen. I've found no use for it, though.
Note that this isn't exactly the same as getting more information.
Consider how terrible it would be if you were suddenly granted the ability to nitrogen gas: You would blindly stumble around in a dense fog before being eaten by a predator you never saw coming. Good filtering can almost be more important than good sensors.
I think that's also a great argument in favor of false-color/hyperspectral images of other planets: Why limit ourselves to the arbitrary wavelengths that were "chosen" just for Earth's atmosphere?