His scientific exploration and collecting covered a significant portion of the Pacific basin including the coast of South America, Mexico, and the Philippines.
Before his untimely death in the Philippines, Pineda had amassed a huge volume of documents including scientific reports, diaries, and logbooks as well as a significant collection of natural history specimens.