{ "cells": [ { "cell_type": "markdown", "id": "2844cd63-95d8-4895-b6bf-726e1883e1e1", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Photofatigue Measurements" ] }, { "cell_type": "markdown", "id": "a2cb65d3-9233-4659-9a6d-fa85c896c231", "metadata": {}, "source": [ "## 1. Import Data and Preprocess for Photofatigue Measurements\n", "\n", "In this first step, we import the necessary experimental data from a CSV file.\n", "\n", "- **Timestamp filtering**: Only data after `2025-04-08` is used for analysis.\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "64a25d33-095e-4015-a052-bdf2306d7207", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Data Preparation: Intensity Arrays & Absorbance Calculation\n", "\n", "Now, we prepare the intensity data based on the \"on\", \"off\", \"static\", and \"zero\" conditions. These intensity values will be used to compute the absorbance values.\n", "\n", "- **Intensity arrays**: Data for \"on\" and \"off\" states are extracted, along with the static and zero intensity references.\n", "- **Absorbance formula**: Absorbance is calculated from the intensity data using the formula:\n", "\n", "$$ A = -\\log_{10}\\left(\\frac{I_{\\text{on}} - I_{\\text{static}}}{I_{\\text{zero}} - I_{\\text{static}}}\\right) $$\n", "\n", "where:\n", "- $I_{\\text{on}}$ is the intensity during the \"on\" state,\n", "- $I_{\\text{static}}$ is the static reference intensity,\n", "- $I_{\\text{zero}}$ is the zero intensity reference." ] }, { "cell_type": "code", "execution_count": 2, "id": "566352d3-05c1-4e02-982d-9e75b4d4b617", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "import numpy as np\n", "\n", "# Extract relevant data for 'on', 'off', 'static', and 'zero' conditions\n", "I_on = np.array(exp_data[exp_data[\"type\"] == \"on\"].iloc[:, 3:], dtype=np.float64)\n", "I_off = np.array(exp_data[exp_data[\"type\"] == \"off\"].iloc[:, 3:], dtype=np.float64)\n", "static = np.array(exp_data[(exp_data[\"type\"] == \"static\")].iloc[:, 3:], dtype=np.float64)\n", "zero = np.array(exp_data[(exp_data[\"type\"] == \"zero\")].iloc[:, 3:], dtype=np.float64)\n", "\n", "# Extract wavelengths (assumed to be in columns from 3 onward)\n", "wavelengths = np.array(exp_data.columns[3:], dtype=np.float64)\n", "\n", "# Convert timestamps to seconds since the first \"on\" timestamp\n", "t_on = pd.to_datetime(exp_data[\"timestamp\"][exp_data[\"type\"] == \"on\"])\n", "t_on = np.array((t_on - t_on.iloc[0]).dt.total_seconds())\n", "\n", "t_off = pd.to_datetime(exp_data[\"timestamp\"][exp_data[\"type\"] == \"off\"])\n", "t_off = np.array((t_off - t_off.iloc[0]).dt.total_seconds())\n", "\n", "# Function to calculate absorbance\n", "def compute_absorbance(intensities: np.ndarray, static: np.ndarray, zero: np.ndarray) -> np.ndarray:\n", " EPS = 1e-12 # Small epsilon to avoid division by zero\n", " num = intensities - static\n", " den = np.maximum(zero - static, EPS) # Prevent division by zero\n", " absorbance = -np.log10(np.maximum(num / den, EPS)) # Avoid log(0) or negative\n", " return absorbance\n", "\n", "# Calculate absorbance for \"on\" and \"off\" intensities\n", "A_on = compute_absorbance(I_on, static, zero)\n", "A_off = compute_absorbance(I_off, static, zero)\n" ] }, { "cell_type": "markdown", "id": "b754af8d-6622-4e03-b903-e1f10eda9bbb", "metadata": {}, "source": [ "## 3. Plot Absorbance vs Time for Selected Wavelengths\n", "\n", "In this section, we visualize the absorbance data over time for selected wavelengths (408 nm and 480 nm). This helps to assess the photofatigue effects at these specific wavelengths.\n", "\n", "- **Plotting**: We plot the absorbance for both \"on\" and \"off\" conditions for each of the selected wavelengths.\n", "\n", "The absorbance is shown as a function of time for the given wavelength range.\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "ba28d9e6-23f7-41dd-960d-f31c9de6ccfc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# Define target wavelengths (in nm)\n", "wavelength_target = [408, 480]\n", "wavelength_idxs = np.argmin(np.abs(wavelengths[:, None] - np.array(wavelength_target)), axis=0)\n", "\n", "# Create the figure and axis\n", "fig, ax = plt.subplots(figsize=(10, 6))\n", "colors = [[\"#FF00FF\", \"#412544\"], [\"blue\", \"red\"]] # Colors for different wavelengths\n", "\n", "# Plot absorbance over time for selected wavelengths\n", "for i, idx in enumerate(wavelength_idxs):\n", " t_combined = np.concatenate([t_on, t_off]) # Combine on and off times\n", " A_combined = np.concatenate([A_on[:, idx], A_off[:, idx]]) # Combine on and off absorbance\n", "\n", " # Sort by time\n", " sorted_indices = np.argsort(t_combined)\n", " t_sorted = t_combined[sorted_indices]\n", " A_sorted = A_combined[sorted_indices]\n", "\n", " # Plot combined data\n", " ax.plot(\n", " t_sorted, A_sorted,\n", " label=f\"Fatigue @ {wavelengths[idx]:.0f} nm\",\n", " color=colors[i][0], # Color for each wavelength\n", " linewidth=2,\n", " alpha=0.6,\n", " )\n", "\n", "# Set axis labels and title\n", "ax.set_title(\"Absorbance over Time\", fontsize=16)\n", "ax.set_xlabel(\"Time (s)\", fontsize=14)\n", "ax.set_ylabel(\"Absorbance\", fontsize=14)\n", "\n", "# Add legend and grid\n", "ax.legend(fontsize=12)\n", "ax.minorticks_on()\n", "ax.grid(which='major', linestyle='-', linewidth=0.6, color='black', alpha=0.4)\n", "ax.grid(which='minor', linestyle=':', linewidth=0.4, color='black', alpha=0.2)\n", "\n", "# Ensure layout is tidy\n", "ax.set_axisbelow(True)\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "03b037cc-7c9c-4a56-91ed-4d8d085cdabe", "metadata": {}, "source": [ "## 4. Adjust Absorbance for Offset and Plot\n", "\n", "Here, we adjust the absorbance data for the \"on\" and \"off\" conditions by subtracting the absorbance at a reference wavelength (550 nm) to account for baseline shifts. This correction ensures a more accurate comparison between wavelengths." ] }, { "cell_type": "code", "execution_count": 4, "id": "9cbbf1eb-c4a9-4251-b6da-1e19970b2e89", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define target wavelengths\n", "wavelength_target = [480, 408]\n", "wavelength_idxs = np.argmin(np.abs(wavelengths[:, None] - np.array(wavelength_target)), axis=0)\n", "\n", "# Reference wavelength for adjustment (e.g., 550 nm)\n", "wlt = 550\n", "id2 = np.argmin(np.abs(wavelengths[:, None] - np.array(wlt)))\n", "\n", "# Create the figure and axis\n", "fig, ax = plt.subplots(figsize=(10, 6))\n", "colors = [[\"#FF00FF\", \"#412544\"], [\"blue\", \"red\"]] # Colors for different wavelengths\n", "\n", "# Plot absorbance over time with adjustments\n", "for i, idx in enumerate(wavelength_idxs):\n", " # Adjust \"on\" absorbance data\n", " ax.plot(\n", " A_on[:, idx] - 1 * (A_on[:, id2] - np.min(A_on[0, id2])), \"1\",\n", " label=f\"On @ {wavelengths[idx]:.0f} nm\",\n", " color=colors[i][0],\n", " linewidth=2\n", " )\n", "\n", " # Adjust \"off\" absorbance data\n", " ax.plot(\n", " A_off[:, idx] - 1 * (A_off[:, id2] - np.min(A_off[0, id2])), \"1\",\n", " label=f\"Off @ {wavelengths[idx]:.0f} nm\",\n", " color=colors[i][1],\n", " linewidth=2\n", " )\n", "\n", "# Set axis labels and title\n", "ax.set_title(\"Absorbance over Time at Selected Wavelengths\", fontsize=16)\n", "ax.set_xlabel(\"Time (s)\", fontsize=14)\n", "ax.set_ylabel(\"Absorbance\", fontsize=14)\n", "\n", "# Add legend and grid\n", "ax.legend(fontsize=12)\n", "ax.minorticks_on()\n", "ax.grid(which='major', linestyle='-', linewidth=0.6, color='black', alpha=0.4)\n", "ax.grid(which='minor', linestyle=':', linewidth=0.4, color='black', alpha=0.2)\n", "\n", "# Ensure layout is tidy\n", "ax.set_axisbelow(True)\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "a9dc0dee-3b63-456f-a64b-7dccd469edea", "metadata": {}, "source": [ "## 5. Linear Fit and Time Constant Estimation\n", "\n", "We now perform a linear regression on the absorbance data to estimate the time constant (τ) for the photofatigue process. This is calculated by fitting the absorbance data to a linear model, where the slope gives us the decay rate.\n", "\n", "- **Linear regression**: We fit the absorbance data after the initial part of the signal (after 50 seconds) to a linear model.\n", "- **Time constant**: From the linear regression results, we calculate the time constant as $( \\tau_{1/2} = \\frac{-\\text{intercept}}{2 \\times \\text{slope}} )$, and express it in hours.\n", "\n", "The time constant helps to quantify the rate of photofatigue.\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "ac80aae6-fcde-499e-a135-fe80c732c0f1", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.stats import linregress\n", "\n", "# Define target wavelength (480 nm)\n", "wavelength_target = [480]\n", "wavelength_idxs = np.argmin(np.abs(wavelengths[:, None] - np.array(wavelength_target)), axis=0)\n", "\n", "# Create the figure and axis\n", "fig, ax = plt.subplots(figsize=(10, 6))\n", "colors = [[\"#FF00FF\", \"#412544\"], [\"blue\", \"red\"]] # Colors for different wavelengths\n", "\n", "# Compute adjusted absorbance data\n", "dat = A_on[:, idx] - 1 * (A_on[:, id2] - np.min(A_on[0, id2]))\n", "\n", "# Plot absorbance data with linear regression\n", "for i, idx in enumerate(wavelength_idxs):\n", " t = t_on[50:] # Start from second 50 onward\n", " y = dat[50:]\n", "\n", " # Plot raw absorbance data\n", " ax.plot(t, y, \"1\", label=f\"On @ {wavelengths[idx]:.0f} nm\", color=colors[i][0], linewidth=2)\n", "\n", " # Perform linear regression\n", " slope, intercept, r_value, p_value, std_err = linregress(t, y)\n", " y_fit = slope * t + intercept\n", "\n", " # Plot regression line and annotate with R^2 and time constant\n", " ax.plot(t, y_fit, \"--\", label=f\"Linear Fit @ {wavelengths[idx]:.0f} nm (R²={r_value**2:.2f}), τ₁/₂={-intercept/2*1/slope/60/60:.0f}h\", color=colors[i][1], linewidth=2)\n", "\n", "# Set axis labels and title\n", "ax.set_title(\"Absorbance over Time at Selected Wavelengths\", fontsize=16)\n", "ax.set_xlabel(\"Time (s)\", fontsize=14)\n", "ax.set_ylabel(\"Absorbance\", fontsize=14)\n", "\n", "# Add legend and grid\n", "ax.legend(fontsize=12)\n", "ax.minorticks_on()\n", "ax.grid(which='major', linestyle='-', linewidth=0.6, color='black', alpha=0.4)\n", "ax.grid(which='minor', linestyle=':', linewidth=0.4, color='black', alpha=0.2)\n", "\n", "# Final layout\n", "ax.set_axisbelow(True)\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "46af065d-a89a-4b73-a2b0-6172f2a81c8a", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.5" } }, "nbformat": 4, "nbformat_minor": 5 }