The effectiveness of Marine Protected Areas on the spatiotemporal patterns of reef fish in the Southwest Atlantic

This study explored spatiotemporal patterns influencing reef fish richness and abundance in two coastal islands within Marine Protected Areas (MPAs) in southeastern Brazil. Data were collected using a Remotely Operated Vehicle (ROV) during the 2022 seasonal cycle, with samples taken day and night. A total of 16,661 individuals from 81 species was recorded. The results showed that fish abundance was higher during the day, in winter, and in areas with high temperatures. At night, in autumn, behavioral changes were observed in schooling species. Seasonal variations, including temperature changes and the oceanographic characteristics of the study area, influenced fish abundance and species composition, favoring tropical and subtropical species. Depth affected the islands differently: higher abundance was observed in deeper waters at Anchieta Island State Park, while shallower waters at Mar Virado Island showed greater abundance due to habitat complexity. Diurnal variation in richness was si..., The dataset was collected in the field during the development of this work, through visual census conducted by a remotely operated vehicle (ROV). The data were processed using the R platform., , # The effectiveness of Marine Protected Areas on the spatiotemporal patterns of reef fish in the Southwest Atlantic

[https://doi.org/10.5061/dryad.0000000bs](https://doi.org/10.5061/dryad.0000000bs)

### Data Table

**1 - data.xlsx **– the complete Excel spreadsheet containing the raw data.

To run the data in R Studio, use exactly the data from the ' data' spreadsheet, starting with the \"dada\" tab and then the \"importance\" tab.

**Tab: dada - Dataset for abundance and richness analyses.**

The columns that will be used for the analyses are:

**Columns A, B, C, and D:** Categorical variables: \"CS\", \"DP\", \"LOC\" and \"POI\"

**Columns E and F:** Abiotic variables: \"TEMP\" and \"DEPT\"

**Columns G and H:** Response variables: \"NAB\" and \"RIC\"

**Columns I to CK:** Numerical abundances of the species

**Legend:**

**CS** = season (4 levels: WIN: winter, SUM: summer, AUT: autumn and SPR: spring)

**DP** = diurnal period (2 levels: DIA: day and NOI: night)

**LOC** = locality (2 levels: IMV: Ilh...,