The structure and growth of water films on surfaces is reviewed, starting from single molecules, two-dimensional wetting layers, and liquid interfaces. This progression follows the increase in temperature and vapor pressure environmental conditions from a few degrees Kelvin in ultra-high vacuum, where Scanning Tunneling and Atomic Force Microscopies (STM and AFM) provide crystallographic information at the molecular level, to ambient conditions where surface sensitive spectroscopic techniques provide electronic structure information. We show how single molecules bind to metal and non-metal surfaces, their diffusion and aggregation. We examine how water molecules can be manipulated by the STM tip via excitation of vibrational and electronic modes, which trigger molecular diffusion and dissociation. We review also the adsorption and structure of water on non-metal substrates including mica, alkali halides, and others under ambient humid conditions. We finally review recent progress in the exploration of the molecular level structure of solid-liquid interfaces, which impact our fundamental understanding of corrosion and electrochemical processes. variety of names: atomic force microscopy (AFM) and its variants of contact and non-contact), lateral friction, and attractive electrostatic force microscopies, known as scanning polarization force microscopy (SPFM) and Kelvin Probe Force Microscopy (KPFM). The non-contact attractive AFM modes allow us to observe water films formed on solids with minimal disruption. We will first discuss adsorption configurations, diffusion, aggregation, and dissociation of water on metal surfaces induced thermally, vibrationally and electronically using STM. These topics were reviewed also by Hodgson and Haq in 2009 [3] from the theoretical point of view. We then move to formation of larger clusters and monolayers. The discussion of the "ice" layers is followed by liquid water films minerals (salts, oxides) in ambient conditions. In the last section, we also review recent studies of liquid water near a solid, electrified surface. Here the knowledge obtained from X-ray absorption spectroscopy (XAS) has proved useful for better understanding of atomistic pictures of electrochemical processes. Single molecules: diffusion, aggregation, dissociation Water on metal surfaces at low coverage-monomers and small clusters STM studies of adsorption of water on metal surfaces started in the early 2000's, with noble metals, including Au, Ag, Cu, and more reactive transition metals, such as Pt, Pd, Rh, Ru have been used as substrates. The first observation of individual water molecules was reported in 2001 by Lauhon and Ho [4] on Cu(001) using low-temperature STM. They pointed out several phenomena occurring during imaging of adsorbed water: 1) stable clusters form at relatively low coverage, 2) imaging of small clusters (less than 6 molecules) often leads to the tip inducing molecular motions, and 3) large clusters have internal structures that are often difficult to resolve. Morgenstern et al. [5-9] st...