“…To analyze the data, we used the trend-based analysis proposed by Froese and Kesner-Reyes [18], Belhabib [36], and Pikitch and Doukakis [1], which classifies a developing, fully exploited, overexploited, and collapsed fishery based on a time series of catch, effort, and CPUE from the fishery [4,27,38,44,47].We applied it to understand the dynamics of sustainable fishing management [11,17,29,32,45,52]. The method based on a time series of catch, effort, and CPUE was applied to two data sets: (1) survey data collected from the different literature, reports, and cross-sectional surveys covering the period from 1950 to 1999; and (2) the official fishery production statistics of São Tomé and Príncipe covering the period from 2000 to 2020, collected at the landing sites by the DRSADF, using key variables such as the number of artisanal and semi-industrial fishermen; the evolution of the number of boats; the mode of propulsion; the characteristics of the gear; and the fishing hours of each pirogue.…”