Dataset and supplementary files - Behavioral response of chub (Squalius cephalus), barbel (Barbus barbus) and brown trout (Salmo trutta) to pulsed direct current electric fields and resulting optimal waveform for use at electrified bar racks

Behavior Library.zip: For each species and behavior observed during the experiments an exemplary video is provided. Behavior_all.pdf: Additional plots showing the thresholds for the first time each individual behavior was observed for all fish species and tested waveforms Species.pdf: Additional plot allowing direct comparison of observed thresholds for the tested species when subjected to different waveforms. data.csv: All data necessary to reevaluate the conducted experiments. The dataset consists of Experiment ID waveform - indicating the set of electrical parameters used fish species and fish id behavior - observed behavior time from and time to - time in s after the start of the experiment that a behavior was started and ended respectively type - point or interval referring to whether a behavior is considered instantaneous or continuous voltage - applied voltage at the start of the given behavior experiment_timestamp - date and time of the start of the experiment breathing rate start - breathing rate at the start of the experiment water conductivity - water conductivity at a reference temperature of 25°C [muS/cm] water temperature [°C] breathing rate end - breathing rate at the end of the experiment meta behavior - assigned category of meta behavior based on the observe behavior category standard length, total length and height - standard length, total length and height of the tested fish in [mm] volume - calculated fish volume based on the measured length and height and an assumed elliptical form of the fish Fangdatum - Date of catch t.Pulse - pulse length of the tested waveform [ms] Frequency - Frequency of the tested waveform N.Pulses.Group - Number of pulses per group of pulses for the waveform pattern t.Gap - time between two pulses within a group of pulses [ms] DutyCycle - Percentage of time current is flowing for a given waveform. Calculated based on the waveform parameters usage - first, second or third time a fish was used in the experiments. field strength - field strength at the time of this behavior calculated based on the applied voltage c_w ambient water conductivity [muS/cm] p_d - power density calculated based on the field strength and the ambient water conductivity p_t - power transferred to the fish calculated based on the field strength, the ambient water conductivity and an assumed conductivity of the fish of 115 muS/cm

1. Behavior Library.zip：为实验中观测到的每一鱼类物种与对应行为，提供一段示例视频。
2. Behavior_all.pdf：附加图表集，展示所有受试鱼类首次观测到各独立行为的阈值，以及本次实验所用的全部测试波形。
3. Species.pdf：附加图表集，可直接对比不同测试波形作用下各受试鱼类的观测阈值差异。
4. data.csv：包含复现本实验所需的全部原始数据。数据集各字段说明如下：
- Experiment ID：实验编号
- waveform：本次实验所用的电参数组（即测试波形）
- fish species：受试鱼类物种
- fish id：受试鱼个体编号
- behavior：观测到的行为
- time from 与 time to：分别为行为开始与结束的时刻（单位：秒，相对于实验启动时刻）
- type：行为类型，分为瞬时（point）与持续（interval）两类
- voltage：该行为发生时刻施加的外加电压
- experiment_timestamp：实验启动的日期与时间
- breathing rate start：实验启动时受试鱼的呼吸频率
- water conductivity：参考温度25°C下的水导电率（单位：微西门子每厘米，μS/cm）
- water temperature：实验水体温度（单位：°C）
- breathing rate end：实验结束时受试鱼的呼吸频率
- meta behavior：基于观测行为类别所划分的元行为类别
- standard length, total length and height：受试鱼的标准体长、全长与体高（单位：mm）
- volume：基于实测体长与体高，假设鱼体为椭圆体所计算得到的鱼体体积
- Fangdatum：受试鱼的捕捞日期（原文为Fangdatum）
- t.Pulse：测试波形的脉冲时长（单位：ms）
- Frequency：测试波形的频率
- N.Pulses.Group：波形脉冲组内的单组脉冲总数
- t.Gap：脉冲组内两个相邻脉冲间的间隔时长（单位：ms）
- DutyCycle：给定波形的电流导通时间占比，通过波形参数计算得出
- usage：受试鱼在本次实验中的使用轮次，分为首次、第二次与第三次
- field strength：基于外加电压计算得到的该行为发生时刻的电场强度
- c_w：环境水体导电率（单位：微西门子每厘米，μS/cm）
- p_d：基于场强与环境水导电率计算得到的功率密度
- p_t：基于场强、环境水导电率，假设鱼体导电率为115 μS/cm所计算得到的转移至鱼体的总功率