  This article shows that if the negative part of Ricci curvature lies in the
Kato class, the heat kernel satisfies a Li-Yau type estimate. Additionally,
using the resulting heat kernel bound, we show that the obtained heat kernel
estimate leads to bounds on the first Betti number only depending on the Kato
constant.
