Besides the CRC Handbook of Chemistry and Physics (see below), there are a number of sources which specialize in units of measure and other basic information for scientific calculation. Examples include:
Some guides to reactions, like Organic Syntheses and Inorganic Syntheses provide detailed saftey information for the reactions they describe.