Testing alternative hypotheses for the decline of cichlid fish in Lake Victoria using fish fossils time series from sediment cores
Data files
Mar 07, 2024 version files 41.36 KB
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README.md
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sc14_acc_rates.csv
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sc9_acc_rates.csv
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Sedimentcores_file_complete.csv
Abstract
Lake Victoria is well known for its high diversity of endemic fish species that provide livelihoods for millions of people. The lake garnered widespread attention during the twentieth century as major environmental and ecological changes modified the fish community with the extinction of ~40% of endemic cichlid species by the 1980s. Suggested causal factors include anthropogenic eutrophication, fishing, and introduced non-native species but their relative importance remains unresolved because monitoring data started in the 1970s when changes were already underway. Here, for the first time, we reconstruct two time series, covering the last ~200 years, of fish assemblage using fish teeth preserved in lake sediments. Two sediment cores Lake Victoria (Mwanza Gulf), were subsampled continuously at intra-decadal resolution, and teeth were identified to major taxa: Cyprinoidea, Haplochromini, Mochokidae, and Oreochromini. None of the fossils could be confidently assigned to non-native Nile Perch. Our data show significant decreases in haplochromine and oreochromine cichlid fish abundances began long before Nile Perch's arrival, while cyprinoids have generally been increasing. Our study is the first to reconstruct a time series of fish assemblage in Lake Victoria extending deeper back in time than the past 50 years, helping shed light on processes underlying Lake Victoria's biodiversity loss.
README: Testing alternative hypotheses for the decline of cichlid fish in Lake Victoria using fish fossils time series from sediment cores
https://doi.org/10.5061/dryad.95x69p8rp
Description of the data and file structure
Datasets included:
- Sedimentcores_file_complete = fossil dataset from sediment cores per cm depth assigned to multiple fish taxa
- multiple columns: depth of sediment (cm), the year corresponding to the depth, the cored site, the category of the fossils (either bone or tooth), notes, and the lineage for teeth.
- sc9_acc_rates and sc14_acc_rates = sediment accumulation rates from the two sites used to determine the fossil influx (concentration fossils multiplied by accumulation rates)
- depth (cm)
- volume units are per cubic cm (cm^3)
- acc_rates are cm per year (cm/yr)
Code/Software
Our code can be found in Related Works
Rstudio version 4.3.1 with packages: cowplot v 1.1.1, ggh4x 0.2.5, ggplot2 v3.4.2, tidyverse v2.0.0, scales v1.2.1, ggtext v0.1.2 and dplyr v1.1.2., segmented package v1.6-4, ggpubr v0.6.0
Methods
Two sediment cores (SC9 and SC14) were collected in 2018 from the Mwanza Gulf of Lake Victoria, Tanzania. The cores were taken from 12.5 m and 14.5 m water depths and were subsampled contiguously at 1-cm intervals and macrofossil analysis. Once the fossils were recovered, we calculated the fossil concentration (number of fossils divided by sediment volume). To identify temporal change points in the estimates of fossil teeth concentration (teeth cm3), we used the segmented package v1.6-4 in R (Regression Models with Break-Points and Change-Points Estimation) (Muggeo, 2008) and Spearman’s correlation to analyze the trends.