In a simple word, amplification is the increase of amplitude due to surface soft soil.

Is it true that our assumption that the amplification happen only when we have contrast in geologic or geotechnical characteristics.

I think our assumption is true on the first 30 m.

The question now is, will this contrast "among layers" plays as seismic damper rather seismic amplification down inside the earth. For isolation purpose, we sometimes use soft material near the foundation base of our building to minimize the shear strength to reach our structure.

What is the effect of topography on seismic signal and amplification factor?

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