The Classical (pre quantum mechanics) picture:
Classically, the predicition is that the number of available states, or modes, for light-waves would go as 1/wavelength^4. The shorter the wavelength, the more waves 'fit in' to the cavity -- three factors of wavelength here, one for each spatial dimension. The shorter the wavelength, the more wave peaks (photons) are seen per unit time (fourth factor of wavelength).
This leads to what is called the "Rayleigh-Jeans" formula, and indeed the red (long-wavelength) side of a blackbody is perfectly described by this formula.
Planck (1905) asks what happens if energy is quantized?
The result, although not as intuitive as the above classical description, is that there are fewer states at shorter wavelengths (higher energies). This removes the `ultraviolet catastrophy;' the blackbody spectrum declines eventually at shorter wavelengths because this corresponds to higher energies where there are fewer states.
Now think of a blackbody spectrum as the most probable distribution of wavelengths (photons) for a perfect thermal emitter given its temperature.
A helpful analogy is to the velocity distribution of particles in a classical gas of some temperature. Temperature here is a measure of the mean velocity, or kinetic energy, of ths gas particles. For a perfect thermal emitter, the distribution is in wavelength instead of velocity, and the shape of the distribution is different. But what is the same is a concept of a statistical distribtuion with a characteristic shape and peak that is proportional to the temperature of the system.
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