  By a reduction method, the limiting weak-type behaviors of factional maximal
operators and fractional integrals are established without any smoothness
assumption on the kernel, which essentially improve and extend previous
results. As a byproduct, we characterize the boundedness of several operators
by the membership of their kernel in Lebesgue space on sphere.
