Dr. Irma Dewiyanti, S.Pi., M.Sc. completed her undergraduate degree (S1) in Marine Science at the Bogor Agricultural University (IPB), Bogor. She then continued her master’s degree (S2) at Georg August Universität zu Göttingen, Germany, focusing on Forestry, which broadened her perspective on integrated terrestrial and marine ecosystem management. She then earned her doctoral degree (S3) at Syiah Kuala University, Banda Aceh, in Mathematics and Science Applications, which strengthened her expertise in quantitative analysis, modeling, and the application of science in multidisciplinary research. With this interdisciplinary educational background, Dr. Irma Dewiyanti possesses unique competencies in integrating marine science, forestry, and data-driven scientific approaches to support sustainable natural resource management.