Luna Loyolla et al. 2025. Evaluation of Machine Learning Models Applied to Predicting Artisanal Fishing Productivity in the Middle Araguaia-Tocantins Basin. In Proceedings of the 16th Workshop of Applied Computing for the Management of the Environment and Natural Resources, July 20, 2025, Maceió/AL, Brasil. SBC, Porto Alegre, Brasil, 167-176. DOI: https://doi.org/10.5753/wcama.2025.8780.