Explanation

IDW assigns weights such that the influence of a sample point decreases as its distance from the unknown point increases, often using an inverse distance relationship. (Source 6: 'In the IDW interpolation method, the sample points are weighted during interpolation such that the influence of one point relative to another declines with distance from the unknown point... ')