Lake water chemistry and local adaptation shape NaCl toxicity in Daphnia ambigua
Data files
Aug 24, 2023 version files 255.66 KB
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HE_r_adjusted.csv
1.57 KB
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HS_r_adjusted.csv
1.39 KB
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NaCl_HallvEgypt_survival_offspring.csv
14.14 KB
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NaCl_HallvSewall_survival_offspring.csv
14.84 KB
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README.md
2.58 KB
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Rogalski_et_al_2023_Analysis_and_Figures.R
57.47 KB
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Rogalski_et_al_2023_r_calculated.R
163.65 KB
Aug 30, 2023 version files 34.30 KB
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HE_r_adjusted.csv
1.57 KB
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HS_r_adjusted.csv
1.39 KB
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NaCl_HallvEgypt_survival_offspring.csv
14.14 KB
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NaCl_HallvSewall_survival_offspring.csv
14.84 KB
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README.md
2.35 KB
Abstract
The increasing application of road deicing agents (e.g., NaCl) has caused widespread salinization of freshwater environments. Chronic exposure to toxic NaCl levels can impact freshwater biota at genome to ecosystem scales, yet the degree of harm caused by road salt pollution is likely to vary among habitats and populations. The background water chemistry may strongly impact NaCl toxicity, with greater harm occurring in ion-poor freshwater environments. In addition, populations exposed to salinization may evolve increased NaCl tolerance. We examined the potential for these two factors, genetics and environmental context, to interact in shaping NaCl toxicity in natural populations of the water flea Daphnia ambigua. We performed a reciprocal transplant toxicity trial using Daphnia clones from three lakes varying in ion availability. NaCl toxicity greatly increased in calcium-poor (1.7 mg/L) lake water compared with a high-calcium (7.2 mg/L) environment, especially for Daphnia from the high-calcium lake. Meanwhile, Daphnia from an ion-rich lake showed evidence of adaptation to NaCl exposure, especially in their natal lake water. Our findings that the lake water environment, adaptation to that environment, and adaptation to a contaminant of interest may interact to shape toxicity demonstrate the importance of considering environmental and genetic complexity in mitigating pollution impacts.
Four CSV files with data used to run statistical analyses and produce figures in the manuscript.
We conducted a set of experiments examining the effects of lake water source, lake of origin, and NaCl (road salt) exposure on Daphnia survival duration, reproduction (likelihood of reproduction, total offspring produced if reproduction occurred, timing of first reproduction), and the intrinsic rate of increase (r). r was calculated from life table data of daily survival and reproduction rates for each Daphnia clone (3-4 per lake).
The work was conducted in two temporal time blocks. Trial 1 paired Hall Pond and Egypt Pond Daphnia and lake water. Trial 2 paired Hall Pond and Sewall Pond Daphnia and lake water.
Files:
NaCl_HallvEgypt_survival_offspring.csv and NaCl_HallvSewall_survival_offspring.csv provide survival and reproduction data for each Daphnia individual tracked through the two trials.
HE_r_adjusted.csv and HS_r_adjusted.csv include estimates of the intrinsic rate of increase (r) for each clonal lineage x lake x water x NaCl treatment combination.
Description of the Data and file structure
NaCl_HallvEgypt_survival_offspring.csv and NaCl_HallvSewall_survival_offspring.csv have the same column headings.
- Order: numerical order of data when sorted by Lake, Clone, Water, Trt, Rep.
- Lake: lake of origin (Hall, Egypt or Sewall Pond)
- Clone: name of Daphnia clonal lineage (numbers have no meaning)
- Water: Lake water used in the exposure (H: Hall, E: Egypt, S: Sewall)
- Trt: Treatment (either control (Ctrl) or NaCl spiked (NaCl))
- Rep: replicate (1-10)
- survival.days: number of days the individual survived (out of 14)
- reproduced: 1= reproduced, 0= did not reproduce
- total.babies: total offspring produced over the 14 day trial
- day5.babies: number of offspring produced on day 5 (earliest any individuals reproduced)
- … day14.babies: number of offspring produced on day 14.
- offspring counts are 0 or blank if animal did not reproduce that day.
- day.reproduced: day of the experiment when first offspring were observed
Sharing/access Information
Links to other publicly accessible locations of the data:
N/A
Was data derived from another source? No
If yes, list source(s):
Microsoft Excel to open CSV files.
R or a text reader to open the R script.