The present invention refers to capsules containing in their interior a water-based substance coated with a film of alginate of an alkaline earth metal selected from calcium and magnesium, said capsules being of a larger size than the capsules known in the prior art, while maintaining their sphericality. The capsules of water-based substances according to the present invention are obtained by a method that has notable features of novelty and inventive step.