Algae. The most abundant of the plants in the sea are the algae. . While all algae are single cells, some remain attached when cell division occurs to form colonies. . Diatoms. The most abundant algae in the sea are the diatoms. . Diatoms are often called the golden brown algae because of a brown pigment in their cells in addition to the green pigment chlorophyll. .