Data and code from: Temperature-dependent competition predicts contrasting outcomes of adjacent secondary contact zones in darters (Percidae:Etheostoma)
Data files
Jun 24, 2026 version files 37.21 KB
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CTmax_Comp_Rcode_data_final.zip
29.65 KB
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README.md
7.56 KB
Abstract
Understanding how abiotic conditions interact with species interactions to shape outcomes of secondary contact remains a central challenge in evolutionary biology. Environmental stress may limit persistence through physiological constraints, but it can also alter competitive dynamics, determining whether closely related species can coexist. We investigated these mechanisms in two long-studied secondary contact zones between the darter species Etheostoma pulchellum and E. radiosum spp. in southeastern Oklahoma that have experienced different fates: long-term coexistence in the spring-fed Blue River versus the disappearance of E. pulchellum from Little Glasses Creek in the warmer, more variable Washita River drainage. Using critical thermal maximum (CTmax) assays, field temperature records, and standardized feeding trials in parental species, we tested whether contrasting outcomes in these systems are better explained by differences in physiological tolerance or by temperature-mediated shifts in competitive interactions. Although CTmax varied among rivers, we found no consistent species-level differences in thermal tolerance across drainages. In contrast, exploitative competition was strongly temperature dependent, with E. pulchellum dominating under cooler conditions characteristic of the Blue River, whereas E. radiosum spp. outcompeted E. pulchellum under elevated temperatures matching summer conditions in Little Glasses Creek. These results show that warming can flip competitive hierarchies, providing a mechanistic explanation for contrasting secondary contact zone trajectories and underscoring how environmental variability shapes species persistence following secondary contact.
Dataset DOI: 10.5061/dryad.gtht76j16
Description of the data and file structure
Data for critical thermal maximum (CTmax) assays and interspecific competition trials (over food resources) in Etheostoma pulchellum and E. radiosum spp.
Files and variables
File: CTmax_Comp_Rcode_data_final.zip
Data files:
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CTMax Data.xlsx — one row per fish; columns include:
Variable Description Units Species Species identity of individual fish (e.g., E. pulchellum, E. radiosum cyanorum, E. radiosum paludosum, E. radiosum radiosum) None River River or drainage of origin (Blue, Washita, Brazos, or Caddo) None Geography Geographic context of population (Sympatric or Allopatric) None Sex Sex of individual fish (M = male, F = female) None Weight Body mass of individual fish g Length Standard length of individual fish mm CTMax Critical thermal maximum temperature recorded for the individual °C TrialNumber Unique identifier for CTmax trial None Fish_rep Identifier for individual fish within a trial. Between 4 and 8 fish were tested simultaneously in a given trial. None -
First Prey Winner Data.csv — one row per pairwise trial; columns include:
Variable Description Units Trial_ID Unique identifier for feeding trial None River Collection locality/drainage None Temp Experimental temperature treatment °C Sex Sex of focal fish (M/F) None Fish1_ID Unique identifier for fish 1 None Fish1_Species Species identity of fish 1 None Fish1_Length Standard length of fish 1 mm Fish1_Weight Body mass of fish 1 g Fish2_ID Unique identifier for fish 2 None Fish2_Species Species identity of fish 2 None Fish2_Length Standard length of fish 2 mm Fish2_Weight Body mass of fish 2 g First_Worm_Winner Identity of fish that consumed the first prey item during the trial Fish1_ID or Fish2_ID -
Majority Prey Winner Data.csv — one row per pairwise trial; columns include:
Variable Description Units Trial_ID Unique identifier for feeding trial None River River or drainage from which fish were collected (Blue or Washita) None Temp Experimental temperature treatment Cold ("low", 15.5°C), Room ("moderate", 25.5°C), Hot ("high", 30°C) Sex Sex of focal fish pair (M = male, F = female) None Fish1_ID Unique identifier for fish 1 None Fish1_Species Species identity of fish 1 None Fish1_Pop Population of origin for fish 1 None Fish1_Length Standard length of fish 1 mm Fish2_ID Unique identifier for fish 2 None Fish2_Species Species identity of fish 2 None Fish2_Pop Population of origin for fish 2 None Fish2_Length Standard length of fish 2 mm Fish1Worms_Eaten Number of bloodworms consumed by fish 1 during the trial Count Fish1Prop_Eaten Proportion of total bloodworms consumed by fish 1 during the trial Proportion (0–1) Fish2Worms_Eaten Number of bloodworms consumed by fish 2 during the trial Count Fish2Prop_Eaten Proportion of total bloodworms consumed by fish 2 during the trial Proportion (0–1)
R analysis scripts (R v4.4.1):
1) CTmax.R - CTmax analyses and plots
2) TempComp.R — Exploitative competition across temperatures (GLMMs) & figure
3) FieldWaterTemps.R - Analyses and plots for Blue River and Washita River- Little Glasses Creek field temperature data
