Microseisms are ground vibrations caused by ocean gravity waves. In this paper, it is shown that microseisms travel predominantly as Rayleigh-waves. A method assuming Rayleigh-wave arrivals is used to compute the direction of arrival of microseisms. Neural networks are introduced and used to compute the ocean wave height from land-based recordings. Results in this paper are preliminary.