Diatoms are unicellular algae with siliceous cell walls that are widely distributed in both marine and freshwater environments. They can be found as plankton in open water or attached to surfaces as periphyton. The document discusses diatom biology, taxonomy, and their use in paleoclimate reconstruction by analyzing fossil diatom assemblages in sediment cores. Diatoms are sensitive to various environmental factors like salinity, temperature, and nutrients, which allows their fossil remains to provide information about past climate conditions through the use of transfer functions.