{ "cells": [ { "cell_type": "markdown", "id": "f5775cc0", "metadata": {}, "source": [ "# Creation of Phantoms with nDTomo\n", "\n", "## πŸ“ Introduction\n", "\n", "This tutorial demonstrates how to construct synthetic 2D and 3D phantoms using the `nDTomo` package. Phantoms are simulated geometric or physically inspired structures used to test and benchmark image processing algorithms, especially in chemical imaging and tomography.\n", "\n", "Rather than working with experimental data, we will generate **fully synthetic phantoms** composed of simple and composite shapes. These allow us to:\n", "- Validate reconstruction pipelines\n", "- Test segmentation or peak fitting algorithms\n", "- Create controlled training data for machine learning models\n", "\n", "The notebook includes both:\n", "- **Random geometric phantoms**, using basic shapes such as spheres and cylinders\n", "- **Procedural phantoms**, with known structure and complexity, inspired by established test datasets in imaging science\n", "\n", "## πŸ§ͺ Background: Why Use Phantoms?\n", "\n", "In chemical tomography and hyperspectral imaging, each spatial pixel often contains a full spectrum or diffraction pattern. Creating synthetic data with known ground truth can help:\n", "- Benchmark analysis tools under controlled noise or overlap conditions\n", "- Understand how reconstruction or denoising methods behave with specific types of features\n", "- Generate datasets where the true components are known, enabling objective comparisons\n", "\n", "This notebook focuses on spatial-spectral phantoms that are compatible with XRD-CT, micro-CT, and other chemical imaging modalities.\n", "\n", "## 🧰 What This Notebook Covers\n", "\n", "We will explore three main phantom creation routes:\n", "1. **Simple 2D shape composition** β€” build a phantom from basic objects placed on a 2D grid\n", "2. **3D volume population** β€” simulate spatially distributed solid shapes within a 3D domain\n", "3. **Procedural phantoms** β€” generate 2D and 3D patterns with known internal structure using `nDTomophantom_2D` and `nDTomophantom_3D`\n", "\n", "At each step, we will visualize the results using Napari and optionally explore the simulated data using spectral inspection tools.\n", "\n", "Let’s begin by creating a basic 2D phantom." ] }, { "cell_type": "markdown", "id": "4da3f0b6", "metadata": {}, "source": [ "## 🟦 2D Phantom: Basic Shape Composition\n", "\n", "We begin by importing the necessary libraries and enabling compatibility for environments with conflicting OpenMP runtimes (especially relevant on Windows or when using libraries like NumPy, SciPy, and Napari together).\n", "\n", "The key tools loaded here include:\n", "- Standard numerical and plotting libraries (`numpy`, `matplotlib`)\n", "- The `napari` viewer for interactive visualisation\n", "- Progress tracking with `tqdm`\n", "- A suite of 2D shape functions from `nDTomo.sim.shapes2D`, including:\n", " - Basic primitives like circles, rectangles, and ellipses\n", " - More complex structures like stars, triangles, and Voronoi regions\n", "\n", "These shapes will be used to construct synthetic 2D images for testing imaging pipelines." ] }, { "cell_type": "code", "execution_count": 1, "id": "93edba15", "metadata": {}, "outputs": [], "source": [ "import os\n", "os.environ[\"KMP_DUPLICATE_LIB_OK\"] = \"TRUE\"\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import napari\n", "from tqdm import tqdm\n", "from nDTomo.sim.shapes2D import create_circle, create_rectangle, create_triangle, create_equilateral_triangle, create_ellipse, create_star, create_voronoi" ] }, { "cell_type": "markdown", "id": "2ed1462c", "metadata": {}, "source": [ "## πŸ–‹οΈ Drawing Individual 2D Shapes\n", "\n", "We now create a blank 2D image canvas of size 256Γ—256 pixels, represented as a NumPy array filled with zeros. Onto this canvas, we draw a variety of synthetic shapes using the functions imported from `nDTomo.sim.shapes2D`.\n", "\n", "Each shape is added using its own parameters:\n", "\n", "- `create_circle`: a circle at position `(50, 50)` with radius 20 and an outline of thickness 4.\n", "- `create_rectangle`: a filled rectangle starting at corner `(50, 50)` with width 10 and height 30.\n", "- `create_equilateral_triangle`: a triangle of side length 50 located around `(100, 100)` with a random orientation.\n", "- `create_ellipse`: an ellipse centered at `(100, 100)` with radii 20 and 10.\n", "- `create_star`: a 7-pointed star at the same location, defined by outer and inner radii.\n", "\n", "Each shape is assigned a specific `fill_value` to distinguish it from the background. After drawing, the result is visualised using `matplotlib` to confirm the generated pattern.\n", "\n", "> πŸ” Note: Each shape call overwrites the canvas, so only the **last one (`create_star`) is visible**. In practice, these should be drawn on separate copies or composed additively." ] }, { "cell_type": "code", "execution_count": 2, "id": "7588d13f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "im = np.zeros((256, 256), dtype='float32')\n", "imn = create_circle(im, center=(50,50), radius=20, fill_value=2, thickness=4)\n", "imn = create_rectangle(im, corner=(50,50), width=10, height=30, fill_value=2)\n", "imn = create_equilateral_triangle(im, p1=(100,100), side=50, fill_value=1, orientation='random')\n", "imn = create_ellipse(im, center=(100,100), axes_radii=(20, 10), fill_value=1)\n", "imn = create_star(im, center=(100,100), n_points=7, r_outer=26, r_inner=12, \n", " fill_value=1, angle_offset=0.0)\n", "\n", "\n", "plt.figure(1);plt.clf()\n", "plt.imshow(imn, cmap='inferno', interpolation='None')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1eb7a649", "metadata": {}, "source": [ "Now we can create a phantom containing a lot of shapes!" ] }, { "cell_type": "code", "execution_count": 6, "id": "627f1db9", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 50/50 [00:00<00:00, 735.04it/s]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "im = np.zeros((256, 256), dtype='float32')\n", "nshapes = 50\n", "\n", "for ii in tqdm(range(nshapes)):\n", " imn = create_circle(im, center=(np.random.randint(0, 256), np.random.randint(0, 256)), \n", " radius=np.random.randint(5, 30), fill_value=np.random.randint(1, 5), \n", " thickness=np.random.randint(1, 11))\n", " \n", " imn = create_rectangle(im, corner=(np.random.randint(0, 256), np.random.randint(0, 256)), \n", " width=np.random.randint(5, 30), height=np.random.randint(5, 30), \n", " fill_value=np.random.randint(1, 11))\n", " \n", " imn = create_equilateral_triangle(im, p1=(np.random.randint(0, 256), np.random.randint(0, 256)),\n", " side=np.random.randint(5, 30),\n", " fill_value=np.random.randint(1, 5),\n", " orientation='random')\n", " imn = create_ellipse(im, center=(np.random.randint(0, 256), np.random.randint(0, 256)),\n", " axes_radii=(np.random.randint(5, 30), np.random.randint(5, 30)),\n", " fill_value=np.random.randint(1, 11))\n", " imn = create_star(im, center=(np.random.randint(0, 256), np.random.randint(0, 256)),\n", " n_points=np.random.randint(5, 11),\n", " r_outer=np.random.randint(10, 30), r_inner=np.random.randint(5, 20),\n", " fill_value=np.random.randint(1, 11),\n", " angle_offset=np.random.uniform(0, 2*np.pi))\n", "\n", "plt.figure(1);plt.clf()\n", "plt.imshow(imn, cmap='inferno', interpolation='None')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6b7fdf80", "metadata": {}, "source": [ "## 🧩 2D Voronoi Phantom\n", "\n", "In this section, we generate a synthetic phantom using a **Voronoi tessellation**, a method commonly used to partition space based on proximity to a set of seed points. This can simulate grain-like or domain-based structures found in many materials and biological systems.\n", "\n", "Here's how it works:\n", "\n", "- A blank 256Γ—256 pixel canvas is created.\n", "- `num_points = 30` random seed locations are generated across the image domain.\n", "- The `create_voronoi` function from `nDTomo` partitions the image so that each pixel is assigned to the region of the nearest seed point.\n", "\n", "The result is a labeled image where each region corresponds to a Voronoi cell. This approach mimics polycrystalline microstructures and is useful for testing segmentation and labeling algorithms.\n", "\n", "We visualise the output using a grayscale colormap with a colorbar to indicate region indices.\n", "\n", "> ℹ️ Tip: You can increase the number of seeds or vary their positions to simulate more or less granular structures." ] }, { "cell_type": "code", "execution_count": 4, "id": "2b8011cc", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define random seed points\n", "size = (256, 256)\n", "num_points = 100\n", "seed_points = [(np.random.randint(0, size[0]), np.random.randint(0, size[1])) for _ in range(num_points)]\n", "\n", "# Generate Voronoi diagram\n", "img = np.zeros(size, dtype=int)\n", "imn = create_voronoi(img, seed_points)\n", "\n", "plt.figure(1);plt.clf()\n", "plt.imshow(imn, cmap='inferno', interpolation='None')\n", "plt.colorbar()\n", "plt.title('Voronoi diagram')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1700734a", "metadata": {}, "source": [ "## 🧱 Importing 3D Shape Primitives\n", "\n", "To move into volumetric phantom creation, we now import a comprehensive set of 3D shape generators from `nDTomo.sim.shapes3D`. These functions allow us to simulate a wide variety of geometric objects that can be embedded within a 3D volume.\n", "\n", "The available primitives include:\n", "\n", "- **Basic solids**: `create_sphere`, `create_cube`, `create_cuboid`, `create_cylinder`, `create_cone`, `create_pyramid`\n", "- **Curved and compound shapes**: `create_torus`, `create_ellipsoid`, `create_mobius_strip`\n", "- **Special structures**: `create_hexagonal_prism`, `create_menger_sponge` (a fractal)\n", "\n", "These shapes form the building blocks for synthetic 3D datasets, useful for testing segmentation, denoising, and tomographic reconstruction algorithms. By combining these primitives in different configurations, we can mimic complex internal structures found in real-world samples." ] }, { "cell_type": "code", "execution_count": 8, "id": "48c61fe5", "metadata": {}, "outputs": [], "source": [ "\n", "from nDTomo.sim.shapes3D import (create_sphere, create_cube, create_cuboid, create_cylinder, create_cone, create_pyramid, \n", " create_torus, create_ellipsoid, create_hexagonal_prism,\n", " create_mobius_strip, create_menger_sponge, create_voronoi_3d)" ] }, { "cell_type": "markdown", "id": "4eca18bc", "metadata": {}, "source": [ "## 🧊 Initialising a 3D Phantom Volume\n", "\n", "We now transition to 3D by creating a volumetric canvas β€” a 256 Γ— 256 Γ— 256 voxel array β€” filled initially with zeros. This acts as an empty space in which we can embed various synthetic structures.\n", "\n", "In the example shown, we draw a single **solid sphere** using:\n", "\n", "```\n", "create_sphere(vol, center=(150,150,100), outer_radius=50, fill_value=1)\n", "```\n", "\n", "This places a filled sphere at the specified location in the volume, with a radius of 50 voxels and an intensity value of `1`.\n", "\n", "Several additional shape generation commands are provided but currently commented out. These include:\n", "\n", "- `create_cylinder`: A vertical cylinder with configurable height, radius, and optional caps\n", "- `create_cone`: A conical shape defined by its tip, height, and base radius\n", "- `create_pyramid`: A square-based pyramid with a defined tip and base size\n", "- `create_torus`: A ring-like structure with major and minor radii, optionally hollow\n", "- `create_ellipsoid`: An elongated sphere with different radii along each axis\n", "- `create_hexagonal_prism`: A prism with a hexagonal cross-section extended along the z-axis\n", "- `create_mobius_strip`: A twisted band requiring a high-resolution point cloud\n", "- `create_menger_sponge`: A fractal cube recursively hollowed to a given depth\n", "- `create_cube`: A solid cube placed at the corner of the volume\n", "\n", "Uncommenting any of these lines will add the corresponding shape to the phantom volume. These options demonstrate the versatility of `nDTomo.sim.shapes3D` for generating test structures with diverse geometry, complexity, and spatial positioning β€” ideal for benchmarking 3D imaging workflows." ] }, { "cell_type": "code", "execution_count": 5, "id": "2d3bc500", "metadata": {}, "outputs": [], "source": [ "\n", "# Create a 3D array of zeros\n", "shape = (256, 256, 256) # (x, y, z)\n", "vol = np.zeros(shape, dtype='float32')\n", "\n", "vol = create_sphere(vol, center=(150,150,100), outer_radius=50, thickness=0, fill_value=1)\n", "# vol = create_cylinder(vol, center_xy=(200, 25), z_range = (40, 65), outer_radius=50, \n", "# thickness=0, fill_value=12, caps=False)\n", "\n", "# vol = create_cone(vol, tip=(50,50,50), height=75, outer_radius=100, fill_value=3)\n", "# vol = create_pyramid(vol, tip=(0,100,200), height=75, base_size=100, fill_value=4)\n", "# vol = create_torus(vol, center=(100,100,150), major_radius=50, minor_radius=20, fill_value=5, hollow_thickness=5)\n", "# vol = create_ellipsoid(vol, center=(100,100,50), radii=(50, 90, 15), fill_value=6, hollow_thickness=0)\n", "# vol = create_hexagonal_prism(vol, center_xy=(100,100), z_range=(180,240), outer_radius=10, fill_value=7)\n", "# vol = create_mobius_strip(vol, center=(100,100,200), major_radius=100, width=20, num_points=10000, fill_value=8)\n", "# vol = create_menger_sponge(vol, center=(100,100,0), size=100, depth=3, fill_value=8)\n", "# vol = create_cube(vol, center=(250,0,240), size=50, fill_value=9)\n" ] }, { "cell_type": "markdown", "id": "8d01f3ec", "metadata": {}, "source": [ "## πŸ–ΌοΈ Visualising the 3D Phantom with Napari\n", "\n", "To inspect the generated 3D phantom, we launch the `napari` viewer in 3D mode using:\n", "\n", "```\n", "viewer = napari.Viewer(ndisplay=3)\n", "```\n", "\n", "The 3D volume `vol` is added to the viewer with the following display settings:\n", "\n", "- `colormap='jet'`: Applies a color gradient to highlight intensity variations\n", "- `blending='additive'`: Allows overlapping objects to be rendered with transparency\n", "- `opacity=0.6`: Makes structures semi-transparent to help visualise internal features\n", "\n", "This configuration enables intuitive inspection of the spatial arrangement and overlap of shapes in the phantom.\n", "\n", "To capture the rendered view as an image, we use:\n", "\n", "```\n", "napari.utils.nbscreenshot(viewer)\n", "```\n", "\n", "This is useful for documenting the synthetic dataset or including static visualisations in reports or publications. If working outside a notebook context, consider replacing this with `napari.run()` to keep the viewer open in a standalone window." ] }, { "cell_type": "code", "execution_count": 6, "id": "1470ff54", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/html": [ "\"\"" ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Start Napari in Jupyter widget mode\n", "viewer = napari.Viewer(ndisplay=3) # 3D mode\n", "viewer.add_image(vol, colormap='jet', blending='additive', opacity=0.6)\n", "\n", "napari.utils.nbscreenshot(viewer)" ] }, { "cell_type": "markdown", "id": "0ea8f171", "metadata": {}, "source": [ "## πŸ” Populating a 3D Phantom with Randomised Shapes\n", "\n", "In this section, we create a synthetic 3D volume populated with multiple randomly positioned and randomly valued shapes. This simulates a heterogeneous sample composed of different materials or phases, as might be encountered in real-world chemical tomography datasets.\n", "\n", "We define the volume size as **128 Γ— 128 Γ— 128 voxels** and use the following setup:\n", "\n", "- `nshapes = 15`: Number of iterations (each adding three shapes)\n", "- `ofs = 10`: Padding to avoid placing shapes at the edges\n", "\n", "In each iteration of the loop, the following occurs:\n", "\n", "1. A **pyramid** is placed at a random `(x, y, z)` coordinate with fixed size and a random `fill_value`.\n", "2. A **sphere** is added similarly, with a radius of 20 and a new random value.\n", "3. A **cube** is placed using another randomly sampled location and value.\n", "\n", "This process results in a densely packed phantom made up of 45 randomly distributed shapes (15 of each type), with varied intensities to mimic differences in composition or contrast.\n", "\n", "Using randomly varying `fill_value`s allows this synthetic phantom to be used for testing quantitative segmentation, clustering, or intensity-based thresholding approaches." ] }, { "cell_type": "code", "execution_count": 9, "id": "fc4cf371", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 50/50 [01:12<00:00, 1.45s/it]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nshapes = 50\n", "ofs = 10\n", "shape = (256, 256, 256) # (x, y, z)\n", "\n", "vol = np.zeros(shape, dtype='float32')\n", "\n", "for ii in tqdm(range(nshapes)):\n", "\n", " xi = np.random.randint(0 + ofs, shape[0] - ofs)\n", " yi = np.random.randint(0 + ofs, shape[1] - ofs)\n", " zi = np.random.randint(0 + ofs, shape[2] - ofs)\n", " val = np.random.randint(1, 11)\n", "\n", " vol = create_pyramid(vol, tip=(xi,yi,zi), height=int(10 + 50*np.random.rand(1)[0]), \n", " base_size=int(10 + 25*np.random.rand(1)[0]), fill_value=val)\n", "\n", " xi = np.random.randint(0 + ofs, shape[0] - ofs)\n", " yi = np.random.randint(0 + ofs, shape[1] - ofs)\n", " zi = np.random.randint(0 + ofs, shape[2] - ofs)\n", " val = np.random.randint(1, 11)\n", "\n", " vol = create_sphere(vol, center=(xi,yi,zi), outer_radius=int(5 + 30*np.random.rand(1)[0]), fill_value=val)\n", "\n", " xi = np.random.randint(0 + ofs, shape[0] - ofs)\n", " yi = np.random.randint(0 + ofs, shape[1] - ofs)\n", " zi = np.random.randint(0 + ofs, shape[2] - ofs)\n", " val = np.random.randint(1, 11)\n", "\n", " vol = create_cube(vol, center=(xi,yi,zi), size=int(5 + 30*np.random.rand(1)[0]), fill_value=val)\n", " \n", "\n", "plt.figure(1);plt.clf()\n", "plt.imshow(np.sum(vol, axis=2), cmap='inferno', interpolation='None')\n", "plt.colorbar()\n", "plt.title('3D Shapes Phantom')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "ff0691f9", "metadata": {}, "source": [ "## πŸ” Visualising the Randomised 3D Phantom\n", "\n", "After populating the volume with randomly distributed pyramids, spheres, and cubes, we use `napari` to inspect the final 3D phantom.\n", "\n", "The viewer is launched in 3D mode with:\n", "\n", "```\n", "viewer = napari.Viewer(ndisplay=3)\n", "```\n", "\n", "The volume is then displayed using the `jet` colormap to emphasise differences in the randomly assigned intensity values (`fill_value`). We also enable:\n", "\n", "- `blending='additive'` to allow overlapping shapes to blend visually\n", "- `opacity=0.6` to make the structures semi-transparent, revealing their spatial distribution\n", "\n", "Finally, we capture a screenshot of the rendered view with:\n", "\n", "```\n", "napari.utils.nbscreenshot(viewer)\n", "```\n", "\n", "This step is useful for validating the output visually or for including representative views in documentation or reports." ] }, { "cell_type": "code", "execution_count": 14, "id": "07e45125", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/html": [ "\"\"" ], "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Start Napari in Jupyter widget mode\n", "viewer = napari.Viewer(ndisplay=3) # 3D mode\n", "viewer.add_image(vol, colormap='jet', blending='additive', opacity=0.6)\n", "\n", "napari.utils.nbscreenshot(viewer)" ] }, { "cell_type": "markdown", "id": "51c32688", "metadata": {}, "source": [ "We can also create a Voronoi 3D and visualise it" ] }, { "cell_type": "code", "execution_count": null, "id": "0a155686", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "250it [02:19, 1.79it/s]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Define random seed points\n", "size = (256, 256, 256)\n", "num_points = 250\n", "seed_points = [(np.random.randint(0, size[0]), np.random.randint(0, size[1]), np.random.randint(0, size[2])) for _ in range(num_points)]\n", "\n", "# Generate Voronoi diagram\n", "volv = np.zeros(size, dtype='float32')\n", "volv = create_voronoi_3d(volv, seed_points, fill_values=None)\n", "\n", "plt.figure(1);plt.clf()\n", "plt.imshow(np.sum(volv, axis=2), cmap='inferno', interpolation='None')\n", "plt.colorbar()\n", "plt.title('3D Voronoi diagram')\n", "plt.show()\n", "\n" ] }, { "cell_type": "code", "execution_count": 19, "id": "fe73269f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(1);plt.clf()\n", "plt.imshow(volv[:,:,int(volv.shape[2]/2)], cmap='inferno', interpolation='None')\n", "plt.colorbar()\n", "plt.title('3D Voronoi slice')\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 21, "id": "c3b861f9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "v = volv.flatten()\n", "\n", "plt.figure(1);plt.clf()\n", "plt.hist(v, bins=500, color='blue')\n", "plt.title('Histogram of Voronoi values')\n", "plt.xlabel('Value')\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 22, "id": "7c233de3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "volv = np.float32(volv)\n", "volv = 100*(volv/np.max(volv))\n", "v = volv.flatten()\n", "\n", "plt.figure(1);plt.clf()\n", "plt.hist(v, bins=500, color='blue')\n", "plt.title('Histogram of Voronoi values')\n", "plt.xlabel('Value')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 23, "id": "d14c1854", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/html": [ "\"\"" ], "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Start Napari in Jupyter widget mode\n", "viewer = napari.Viewer(ndisplay=3) # 3D mode\n", "viewer.add_image(volv, colormap='jet', blending='additive', opacity=0.6)\n", "\n", "napari.utils.nbscreenshot(viewer)" ] }, { "cell_type": "markdown", "id": "efc62724", "metadata": {}, "source": [ "We can also create a spherical mask and apply it to the 3D volume to get a spherical particle with grains" ] }, { "cell_type": "code", "execution_count": 24, "id": "7945a9cd", "metadata": {}, "outputs": [ { "data": { "image/png": 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9980kv2AaB897zz33DJe6nsEwYWocWimFmG6vElPNZZJ+BwAFjzP2NFtvJoI4yNoh41ZZN2TrKivXM/UsFU9n4npGT2X4tvWl0KKz8/y6Bp3Fx0wAzv5V9m7K9iHTnw7bGaq/G0Y0I2T3kOXL9Y1tJa0PUPT+liA62W3urBVbZh+u9t4ZDA+EsqZeVXgX1eTBtA0DXFshq7YBNGennXaaOOSQQ2QwV3jXu94ldt11V2kGdNddd8kMHer23/ve9+R2YLmpVnO1zRcc5BkDF9QhoMvl5jIxHUY9thDQJ7oTSe0cgroezOX6Jiynx4uCfLpMBfDs/vl1+jaFdiPsCUVvQhSws+iE+ReauRho6cEc/t9IltNjphcCUcDHJYBWcoyZIBDTcVcCDv6K3p9pROWUmbGdxObx3eUyBH4I+nKZAz+jz417li5dmtynW7uzgNr83XffLW655ZbM+pNOOilZhox9hx12EIcddph48MEHxR577FHba+Ygz2AwGIyhRRh05K3qMQAQ4HGQ9ylLX3311eLmm292uvqpkvUDDzwggzzU6vXBbar1vEi7OQd5Rt8r4hePbS+zdgBk7oqGh8wd0/ATjRYplsN0O16GrB2yalemjpdVdk5l43m63jwWok7KPsnEiddkp/DzDADO/OV+cTkgytzVlkac5Uf7dlBWP95sIbq/lYj4FL0/E0aZTzdcLGZE9G8K2T1k9gDI7hWlv3HuCVbqM6oj7ES3qscosnsYylksV111lbjxxhvFbrvt5nzMnXfeKf9CRg+AlvJPfepTcnAbiPYA1157rbzI2HvvSNzqAw7yjL5BsxlR70sndhWLW9sk9fVF4WIZ0FMaPqbkUVBXNLwtmKfr0+fU71NBPLt/NkLatunHdME38FOBm0IUsPM7d/VAjt5rnrqPl4P8BUA38zhM8eeDv6L3p+O6Pqb1IfBD0JfLYllC6W8aXy1mJ/YUG2ML3g0zD4kgeM7vzTMYC4hTTjlFXHnlleIHP/iB7JVXNfRly5aJqakpScnD9je+8Y1y0BrU5E8//XSpvN9vv/3kvtByB8H8Pe95j7jooovkMc4991x5bJ8ygQIHeUZfCOeWjK2WrW5Jth6AcG4sCewQ0AEQuCGg64F8vNlwBnP1FwfdfCaPthnW60Gbrs9bsvhmbwY/quCqMI4CPA7sEPj1C4U0gMM2QqTXzF8AUAyAK/iruv54AGyAyvJbMuhHy2NJtj8dTomZxpxY0ozshZdNr5ZteYDn5tZw/Z7Rt453l1xySWJ4g3HZZZeJE044Qba/QWuc8ogBQd9xxx0ng7gCOMMC1X/yySfLrB7668FfBvfV+4CDPIPBYDCGF0FHiGCu+jEKwDXBHYI6GOa4AOr7H//4x6IKOMgz5h1LJ/eSfxe1thFLRNQ3CnX26WAqo4yfaLZyinjI3CFrB1CZuy1jT/czZ+uZx1gydFM2XpWyr4SmWVGfz+bR+qCRZP3RPpgBoLL1+C9B87syfLXfRNjI0PqQ2Uf7YUq/LWaCcaTQXyI2N6KsfvnY9uK5saidaVP3abFha9YylMFgROAgz5iXWjvU2QFQa18Srkjb3ghKfrzZFBPNtH8dgi3c1+l1KqjTbW8h2i9PuxvpehTIbXQ9tY/P+rL7mYK1wrgrqOvrm3q9vUGWAFohTffj2j88VgV/WE4vHrJ1fUzrwzIEffV8M0Eq4psOm8n9CfA7SOr4U2K6EdfxW9uJpYsjsRLU77l2z8jT9a3KxxhUcJBnMBgMxpDT9a3qxxhQcJBn9HQW+7KJ54vFzVWJac2i7qKk7W1ctEhKHuh4bEwz3qKzdz1z12l4dV+n4Itm63lFvf1+emx65ntuvxJUviubT/YLml6Pb5GmOQ2yBJDQ9XGWD9l6KrDDXvcgrkszdyzew7R+tF+8vinEePyY2W60bTz+N5oNGjkqX64PJ8UiEQ392NRcIQV6G4PIXOfZmT+JTned12fFGFIEHOQZjJ4EdsDSYIVsf5sWcQtcoyXpeLk/qq9TlPw4CuC4tQ1T76aaeo6uJ4J5uq85oOe2E4G7Kk3fbvhdDGB0Qj/bvK7hNZjr801yHwinWdV99gKAovgjej+l63Ewl+sQXZ8EeUTpw7//bJA+74RG5U/Er7UTtsVsEF04TgcTYrNYJJbGtfvFU6s44DNGGhzkGQwGgzHE6FY3w4FjDCg4yDNqMbBZMfmCXPYOgAweZ+9YUKd6202UvMq0o2151bueues0PC2yy2ftRTJ1Kjs3ZeK+dL3t2BQgs23FY17L0vUmJgBn/nq2b8ryMdUP6zsNmtrP0vqaCI/oxwe6Hr4rJipfsUCzQZiwQONBUwr0VK89fA+prH7d1gdYnDciaAQd0TD8DoocY1DBQZ5RGsun9hHLWpGHMtTcod6OAztWyqe0fENMtPL1daBmdUo+DcJZip1SyqugTtXSTUFaBeGiQVwP3q7gXDTYu+BbXYSg3GrRGUgrng2P9wXgAT36hYDpAkAP/ljdn+wXK/j1oJ/up54zXYZ/ZxOVr7YBQJk/01UXjqGs3UOwl9u0gD8dX5Qunl4lnu1GLmTrt9zt+CQZjMEFB3kGg8FgDLnwrln9GAMKDvKMwkY2S9tRTzL0u9uy92i5kcveTYI6paJWmbtLREdl7iQdjzJpajvO1H2EdabMvGUR0PXKypZCInxr0a+nGzZzbAAl0DNl+3qWb8vwdVpfz+zVY+xivdR8B4R4inHAdL/6jshSRjeryMdZPQjzACDOS7L6xduIDZ3H2VBnWBFwkGcwnP7yy2N3MXComw4iE5JF4FLXGDMGdgAEdz2wT8SuKi5KHrvL0e1w+aBOBfRsbT4f0ElFfY6S1yl7k6LeTc03a6bvFYL4RNYy8PkQ3OV2TUQEARZfEKT7mal/fAFgC/6uoG9T6svXhYbcwLYkmGvteBDYk2VJ5ccXDZaAPxEr8icak2K6tUQsWrSNvL9+7hH2xWcMDTjIM6yCum2mXiwWi1Viabg8CezQ3w6AHvfpuFEd282qwA6A4F4ksONsPbuNrq/rQb1oQM8+Hu+v98IHhQJ2mTq872NMYjrb4+ExTUKsBxcG+kUB7nVP1qH3r5gA9Tr04I/r+66gHx2PzvZBwKdn+TjgZ4J8kslHgT1b108Dvvr3lwJQVccPWvEFa3TxOjW2VGwci7QmT2/5PQv0BhyNsCMani2ntmMMKjjIMxgMBmN4EQRCBBVb4OIpiYMIDvIMsu6+or1z0g4HIz+VS910s52MeoXM3Za9R+s16l2a3qis2k7J4+zdVF/XM3dj/b1Exk5l6WTN3iMD96HxfWGqtet0u+01Jlk4sR5n/LgEoNP9enYfbcvW6HVan6rlmyj9JKs3UPm4HW8mYQWyyns9q1ce+aDGT0pKAfjjt0RLUfnhmFiksvrppWJd5xG5zDV7xiCCgzxDYqy9rdhmYs+k7r60u4zscwd6Hk+Bgx52U2DHrnQ+gV2n5HFgN9XXbUHdFsyj/YNcMPcN4qagXZSmr1qfV0E48xoMPfSY5qdq8HI9ej2yDo/uN9HjMc0f0fdppkQFf1XTp2r5JkrfJtxTVH60HwTsIBPw9TY8KuC3k7Y7qNWn9D0ehANtdxOtaDoi1OyfnvkPuTzXeYr8jBn92iffqHyMQQUHeQaDwWAML4JuDep6drxjDLChDQBMbYCaBwA9Px1bmky3gJ5HtDwsE+1wkImn69NMHjJ43+xdp+TxNpeIzpa5myj4nILeoain9tGPScFkSFMHbMfudlvG14kZAJz569k+leWXyfBVdq9n9jaxnk2d78rqVcauZ/XglBctI6V+GGX1rUYzp8KXYj1F4zcmxfhklNWDkQ6b6AxSC12j+jEGFBzkR5SaBwA9D9Q8AOh5NUSGqrtPULQ8BOz4/A5tSpiih21q2Tew68p5FdhzdXiivp72zrsDuqk+r2+jjuMKrkXp96pueCalPfVaMoEdvX58MaBfCFAXAIrqT+rwzTRI42Wo7es1fRz0qTo+tuxVNfwksLe6JJVvVeQ3AjETL2MVPvTbK3c/2C4vRIO8Cr/dGJP0PQBa7pRd80RzSkwtikpaQOEzfc/oV3CQZzAYDMbQohF0a/CuZ7qeMcDKeQDQ80DNAyh63mRmM064z8msXlvvyt4pQR3tM5+l5Ktk7noWrWe+VLbuq7j3eVwdoI5LifEoUR11DD3bp7L8JDtHGTfO7ilaX6n2s5l9mDPjgcfj/ntM5UNWr74TJoGeyurVkBzJDMTLQMNj7/vZeD18jyK1fV6UF5WalBfEWCLOAwof6HsAUPigwGf1fZ8irKEmD8cYUHCQHyFst+gVYrnYPqOcB2oeAPS8Cuw6PY+Hx+CJcBDMsfXseHyizlrShtbAbqq164GZqrFTQd0noGcepwVy3yC+kHV4F6jn9q7PaxcC1H7q+OqYsA8O/JjW1yl9PejLbY1mpj0P1+8xle9Tu1cBH7vpqYDfajbEbDzEHi4wcPA31euBwk8Cu/y+juUd82IF/mRM3z+56XbnvxGDMV/gIM9gMBiMoUUjCCrT7XCMQQUH+RHwnV81vnsyUGZpsCSnnE+yd7WM6HklrsPDY0w97+l6jZ4vmL27xHRFqXhT5p6j5x30PXUMn/1z+znMbMoiiLNU8jkNmTtFy+PHUFl+IqxD9D3O7jPrNUrfJNZTCv2sOj/MU/nYQCd+S1RWjy1zMx75MZQvfvT4UKrwKVEezuojBb5aD/uPZRT4rZgVG198qFg7+//kMnvg90sLXaP6MQYUHOSHuPYOgPr7imDbzECZ6fgsqjvWqcAOf/W6e+r5jan3rGp+nAzYoXdg1yn5MnS8T0D3CeY+NH6RoN2cB/pePUdABOzsfkHugsBWlwfotXk9+OPAj2l9ndL3qeNjdb6NyrcFfLyN8sin2u6UCl+v16d0vVmB3+42RVup8BuTojUenVrXNae4Vs9YUHCQH0Ksmj5ArGrsRLbGYcc63PMuA7vKnFHmruruiWVtK83KfQV12JnOFdh9svWiWbppf/0x1HZTEPcJ2lXb48rCJLAzvX79okC9X3whkAvsFlFepu6uZfuuOj5Y2OrCPZzli6ZvwEfvW30eAXz3A0ufPV2vV4ALCLU+L85rZUR57W404AZq9WPT03J57ebfkv8WjPlQ1zcqH2NQwUGewWAwGMOLgOl6xhCg3Vohtp3cWy4vF9vJ2jvVGjfVauaU87rfPEXPq4w7crDzy97x+jLZexk63pa1mx5jythN2botQy9Tb2+UoPJDByVPvR5TzR7T7dnHdjNZvp7h6y11ucfjbD1+DlcdH7JgSp2vjuGb1SuPfDwUx9V2R9Xr5XZVq4f6vGK7urQCn2q1S2r1i6bFU1vvlcud7jryM2Mw6gYH+SEQ1gFAXKdq70vDxbL2DoD6O26Nm27TPe/YsU5Z0WJ6Pu2BD7wDe7pcjJZPhXfuwO5LxeNtPsHcFMhtQdw3WNcivCOOYRPeyYfEr4+6QKAoekpsZwr+OPAXCfqm/eRrge1B3mHPJ+An9rkFA75erwcKX/XzR8v4lWK6Ptqut9rhWn270RatqWg9CPNYlDc/aDBdz2AwGAzGkCJgup4xBO51kMWDeh6wpDmeeM9PtfKtcUpgpxvb6H7zmJ7XW+KixwTG7F1BZfE+2btNUOcjpCuTuftm7LYsfdDU9cACGKn7VterFGDNxBEr4KL09WPpTEBOoBe7zzmzetXXDEK+eD9TVj9rEeVF++Z98KP70d/IRAeUePlWO3h2pcgXwWLRCqKdQH3Pyvv5QSMIK/e5wzEGFRzkB3h63MrmzmJld1XOvQ4r6Kfb0CaXbY3DtXfc80451il6Xm+JA/io5lUrXJHAroI1FdhdQd2lhM+1z3kEc1sQ9wneveqLdz2ftW/edkFAPN4V/ClaX39NetA39dYnj1Ftd0QbnyvgKyta1WsfHTAK5tFykLTdwXoXfR8dK1Xgq976CA1jq110X+03nky0A/V9qzUmmjF9zxPtGL0CB3kGg8FgDDldL6ofY0DBQX4Ae+Dl38ZOYmmwTCwRkzn3OpuCHrJ31QMfGdjkjW1yCvpmkFCZvtm7gsri6QEzqeGNr6DORcm7qHicVetZuynjprJ1n+y8jGq+TvhQ75QxjvmA2QzfJuRzUfrW16T13Gdn3OezepM4L90m0qye6K1Xnvg6fZ8wWXFWD5m7YrsidkB9pxuZfnolyJNo55X38i+sC1aJdsy+tabHuI++pwNqRPVjDCg4yA/ggBnACpggh9rjshR91pZWGd5AUNZr7+qkhY1t5InN4FhHKeejZbruTrXClQnsphq7LxXvQ8PrwbyKkn6+KXojfKj7ihcAgeeFRab2jhT6vup8U8BvdlvpY+KA3401KdhBT77QeL2s2atDyTp+nr7XHfPU/ZTCjy92tHJtZJSjlnF9Pp2iJ0+93cmEvpfagUXRBQAPuGHUCQ7yDAaDwRhaNMJANJDGouwxBhUc5AckgwesEs9LTG6WNiYzPfDTLdqiNlLUp5l7lNmbBXZyPVqeaHYLZ+9qv+g5ovUU5V539u5Lxftm7KZsfRCoeh3WfNySsTc9Mny9b17P7IuY92Sep0BWn3sMysopFX7kia9m00d99dRI2xnocVfdJNj/HrYnJYI0q4/uw/9VUIE7asJNaoUL+yvP++h4KxLTHLHoFZzN14mAa/KMPsYOiw6RDnYACPAQ3AEQ4Kn2OJ2ipxT0ptr7eHxC9nWsw0Nk9Lq7HrxNinlT8K8a2IsE9aLB3NpO1+7TK/52IIJOcco+KHHRQCn3iZjrDZ82PNM+JhV+9kU1afoefiNAzSMDndn4PdG1+lTRnx4M9lEUfbZuH9H4SjAwiV7P80Rr0SFy8fFNv/D7kBgMAzjI9yEaoi1WLzpILkOAXxksl8t4gpwK8FPt/OQ43b0Oi+twYKdq7wAI8EnA1xzrTIFdbaPq7kUCOyWiKxrU8WOpbT6Cu7KBvK4MXj9OmUxYhy3Amt6RKRPX92+W0AjgY+O2P1s7nq3VjrqvC/TUC83oA+KWOz2zj5ZDIZJ/CgjmXWutXhflRXX49K3jNjvRwUG/FQV6eT0G7EG8etEhYs2m26LPSXScHy+DQBDUYIbTpxfvHuAgz2AwGIzhRcBBntFHGTwAsvhtwh1JH3rI4LHJjd4eh8fDqmVdQZ84exG1d7meoOddyvkidXdb9h4tp6+lKCXvk5V7GeAYsnVXpl5bJj/PtL+rdu7K3KlX2/RU6uPH6nt4e9x7QH73VIYvKXnDC9Ec88bVa7HU6meDZlIWw8p7OGiHFH1FDnnYNCel7uFhyxO/exGzepDRczbPKAoO8n0ERdFDgIfgTlH0ENwBKsBjil4FeTU5Tq5vBUb3OpstbVqfzzrWmWa7u+ruLne6KoEdr/dplcsFfSKgmoK1M8j3KDjPd9AXBYM6FWbLUPplA75pzr31YgAJBSj6HgAU/qyw1+pnLaI8SdcbHVGz/fToXaQlAnkeiC74Idhzjb44GkEgUBdv6WMMKjjIMxgMBmPI6XpR/RgDCg7y/aiid1D0AJXFY4qeMrmhFPSU93y03twaRynnTS1vFHXvo5gvm73j/b3oei0rprJzW8Zuy6r7rXXOF2GsvPcel1uQrtf3KZLVNyv49btG32Zm2BvoCNWpggV5s9oLNCnv5b7xa5poFszm5ZOqbB7KANtJIR5n8wURcJBn9IWTnVlFr1P0lEWt3v+ets1lW+PktlZU1yvSGudSzrvq7ibb2ToCO17vU1/X9yGDfMVA3lCWZ32CsNPq6QVIUbq+SMCn9nW58Rlb6tAFqo2+d9XqIfDjvvqZbjujvFcBX/0O1Xrzu/Wg7uH8ABcUsW8G99IzfMBBnsFgMBjDi4AzeUafONn5UvTRctaH3mRyg+l5lcWb3OvGVIZfwNjGRd27et7ryN7xeh8RXe5+QSW9T5be6Bfv+opQavsywj9fur5qVl83MgY6zdT7PnLLi0+ZmnkO/K4gm1dQWT1k9CqbxwNu6Ffvpu474HjZfF50n53xCgyoCSseY3B/zxzkF3CanBo2o5zsfCn6aH3eoladTHSTG2iPk8u6uh7V4V2tcS7HOpMNrUs1X0dgl+vjIORTX9cDVplg7hPE+4GyB5re9XrDbnNeXmuzRwHfV4Xvqs+7DHQiqFJXap6jptapMhg8t2yxi39j+LWoGfTYIa8YdZ8643Wb24tuPJWSJ9gxTOAgz2AwGIyhRYNb6BjzieVT+yTz4GFcLEBl8b4UPUBl8RmBnYfJzTjQ9QW851UWb1POq/2orJwS19WdveP1PiK6fGZv6om3iO+KZL7tilRhWXQafcEmVM3qnbQ8HlVb5rVYMnzrC4nXRyK8QMwqur4ZyD56yjQnb4NbMpuXz78ieXh3ak6s33K35V2OMAKuyTPmCUsn9xIrmztHy8EyOQ+eHDbjoOjlchzgKR96k8mNCvBF3OtUgKdMb9R9+bcVeNfd6w7s+rK8b9ivTFC3BkrPAD6fNXqg371fm+VCIFLkB7XQ+9CiZxwE5Aj4VSl8mxd+IZgYdrm+KcZjKl8Ge4tpjtAc8vKvGAN54sfnB1Wj73TGRTdYFi03dxbB5Jxc3rD1vkpvkzFc4CA/D5ga30X+XdHeWazsrpLLSwRk79HHD+NibcNmqDY5FeBx9q6WXf3vvtl7smyovZsc61yZey8Ce5lsXQ9gxsDlCJaFA3ivfnUd/9fjcyHQSCezOI+FP7tUB1CcRXBl8r4B34cFMPXWW2HL6qHFTgbyjrGfXrnn6Va49lebjqqFi7JolC0kB22U1a8S3XYU5OfGt4gtsw/7v6dhR8CZPIPBYDAYw4kgrB6kq6rzFxAc5HuMdmuFWDW+u1xeEWwrpuNqHVyFT7eiK/fpViM7D95C0Wfc6ywUPfae12vw4+2OV/auoG9zGdsUoed7lb3rWTmV3ZKZuyGz9crWS/6aYAZJUYTUnBLf43Tcanvys4hHo1ap8xdpyXPR9Wo9HlVbd8sdZrGgbt+MX790yUNtdrOdttE0J/W+T1/ELMrmdZdKW0YfPT2u50f/6N3uhDy/yOXxjljTfU4ud7rrSrxrxjCBg3yPse3k3smPb1E4Kaab0UcO9DzQ9AAV4F0UPdUm50vRA8baHW/3Ory+aO29CD2/4IG9aFBv1x+w5/3CoF38AkAGfo+gr9fx1QUDdWHgG/DrqtmbSuoU1PdeH3ZjOjBcOCc1fwj4MXUPwV7Z4lLUPRbj+bTX4bn1MN1O3e+GbdENIuq+G2wrupN7y2W2wBVxJl/DMQYUtftJfPzjHxeNRiNze9GLXpRs37p1qzjllFPEqlWrxOLFi8Vxxx0nnnjiibpfBoPBYDAYIqrJ13AbUPQk73jJS14ifv7zn6dP0k6f5vTTTxc/+tGPxHe/+12xbNkyceqpp4pjjz1W/OIXvxg6sxsAeNKrsbFLmuMJRT/VaoppLLRrmofNYCc7XWjnQ9FDBq/28aHoXd7zLoGdTs/7iuuqZu9eQjotGy2TsXtn0XFL5IJCqbQcr9uV5TeIVCgkcgRfsV7VrD5Aav0ibXc+grxSwMk3/N4gm/eg7rEQD2f06W8++zQRMYKEeJl3Eh8lWBwNswH2YPoANsoJIEg3RjaT70mQh6C+evXq3Ppnn31WfO1rXxNXXnmleP3rXy/XXXbZZeLFL36x+NWvfiVe+cpXimFplYM+eLmM7GonoM0mpugncA1eUvJpTID573gePO6Fxz3vRSj66DFmpbxLQU/1vfvU3nUKvwg9b2qDqz2wmwJbu8YAnul17jE6YbHX2Q2N79UY/DVan6zja+15ppY8W8DHrXew3hbY1XpQy+P9kh569B2qWqt3XkHEF9Yu6r7biP990OQ6rLiHCXbqqwP7Ro8PtRp9ROMrRX83HIvsb+VFwU5ibnIzt9WNMHpi/3z//feLHXfcUey+++7i3e9+t3j44aid44477hBzc3Pi8MMPT/YFKn+XXXYRt956q/F4MzMzYsOGDZkbg8FgMBh+Nfmw+m1AUXsmf9BBB4nLL79c7LXXXuLxxx8X559/vnj1q18t7r77brFmzRoxPj4uli+PRqoqbL/99nKbCRdeeKE8zqD0xEM//NJuZFIBhjcmT/pUNa8oeiWqo+fB42EzysnOl6JXy74UvWmwTFGBXS6jLyCu883eM9sJIV3lzN2VDRfN0tseYq4y6HT9X49Ptm/I8GV23y5O52Mq3zer94Ge1dvuVxXk1U3dY2c8aqhN/EDtwOrfK0yFeJorHhjlAMAsZ6a9s+ydB4xk/3wYCIEEi+WOwUE+wVFHHZUs77fffjLo77rrruI73/mOmJqaKnXMs88+W5xxxhnJfcjkd945co7rN0C7nN4ql1D0UlEvUle7+FyvAnxSk29BrT0k58Hnhs14UvQui1qdoqeCu82W1lR7twV3U909pes9A3tJSp4M6qaA5xM4exW8feH7/HAxYHs/6gJA/yzi+r7+ueWCPmHKo6vz6w74iuKH71mOvtfuKwTqMWCL24tA76DuYcgNdsbDQ23UPHp5Hsi01uFX2shcqylHPPhnUkZbqrUO2uoAj45ikB9x9LzhB7L2PffcUzzwwAPiz//8z8Xs7KxYv359JpsHdT1Vw1eYmJiQNwaDwWAwCmfhQQ3HGFD0PMhv3LhRPPjgg+I973mPOPDAA8XY2Ji47rrrZOsc4L777pM1+4MPPlgMw2z4JeEKZz+8XN9KxXVRRh5l4+rqPVHRIxGeLrzTh83YKHqXD71O0VMZvI/ATq0ro5z3oedrz97LZO4+GfNCZ/UmKt/02jLbifcOKaNHZu/K6imBnimrV3a52CZXF+Wp9Rgy30XbErJbE+TNi/LeQt2D/S0eatOKhXMAPJMCxtgCusDWhQ10PogEvLoIj+qfnwlXJOepkZtBH4x2n3ztQf7DH/6wOOaYYyRF/9hjj4nzzjtPtFot8c53vlO2zL3//e+X1PvKlSvF0qVLxQc/+EEZ4AdZWQ9qejwbHtT0xlY5z4lyZB0egrrPsJmSPvQ+k+Nctfdkf0vtvWeBvV2SjjcFdFugLhrEURtpz9HpFHu9kr5vFavzU0Ffhprsv49+asS1e1fALwOlwPfxwLe12SX0fx26AfQCuqrWTgy1UfPoZ7rtTH0et9Dm30mKtD6f3Sertt9ebJ3cSy6z4r53AB3Z9773PfGHP/xBlqn/7M/+THz2s5+VWjXsGfOhD31IfPvb35bi8iOPPFJ89atflRo1BUiATz75ZHHDDTdIX5njjz9eHhu3pbtQ+5nn0UcflQF97dq1YttttxWvetWrZHscLAO++MUvimazKTN5/MYGEWPt6D1RQjtTq5w6L1J2tdREOVmHj3/8mUxeGzYDjlu+TnY+2bupPc4U/G2tcbbM3Suw64GgamAvGtRdAb1KAI9rp6XRpQJ6u9iFgC3Am7J+Kujrn7Um3NOzfGPAL2ifKwO7ob9eWt7G20y1esoWt1ctdspSOrHBjWv0rTDN2OH3DoFergetTvxwsMA12d9CgFfnE721Ds5HuhAPsKX9jJjrPCWGHsH8Z/I33XSTNH17+ctfLjqdjjjnnHPEEUccIe69916xaNEiL8+Ybrcrjj76aFnK/uUvfymF7O9973slG/7pT3/a+7U0wnDwig0gvIMPJas0Xbggv+Pk/mLb7upkutzS9lhmNvxUK9sPD5iSmXs2yOuWtWqZCvKqL56DfHY3DvIVsv3cPl3/9VgBRhjxkH776H4S5OX67L+Pouv1/dR6lXVH65qZdXibovDVetU/r/ZR90GQhyfT4e3KuhbvA572YH+rZtLDPsmytj6ZTtdpR49T97ut5NgQmFWQh8Cu1sMyGOWojB166Gdik5ct3aaYjf9ZYN2WeHlzJxRbuqHY0Ikm1D0ntoqnWlEn02Nb/32Bgzx8PwLpnwKsbq/ixNp/GBdLp6rFiQ1bQrHq1NnSr/Wpp54S2223nQz+r3nNa+RxIPEFz5i3ve1tch/I+sEzBtrJgdn+yU9+It70pjdJRlxl95deeqk466yz5PGgU80H7F1fAdtM7Cn/Lg1W5NT0eDZ8kr3HrXK64Y0K8MaxsWo/rWWuCEWP17soeirA+9bea6XnTYFdoV2g1k4Fdip4Vw3oVYN2URR5PnxBYHoftgw/oe6J9fjzLZrV68Y6OHdGhjpUvb4IjLV6tF2Hq45fGPGTJXMf4j9ZNzwwwIk3EK54yuM+MsSKt8nzSiP5+BV7CIp7XW0P5yvA7MSe4vFRyORrhO7R4isKh6AOgDK1j2cMBHn4u++++2boe2C+gb6/5557xAEHRK6qLnCQL4nlU/uIJSL6B5sOp3JCu7Q9Lq3DZ7P1lHZTAV93s5PLeiDXavApfe/vZOebvat9XO1xNnGdree9at29lsBurbu36wmu81mPt2XrptdsC/5Fg74r4FNivcwxNZGeZ71eF+fhC8tErIcDu2aLawvmKmPXa/1VIOn5zJPAR6Tc72B7vEy44qn22qi1Lr1UUaxAJMaLhXetvBBvJohamZc0VootU/vI5fVb7hZDi6A+ul5v3QbNGcxrsT40CMRpp50mDjnkELHPPtHn7eMZA39xgFfb1TZfcJBnMBgMxvAi0EQWZY8hhHjkkUcydL1PFg+1eTCDu+WWW8RCgIN8yTr8stbqjNgOfOkBkqq3zIZXCQ0I59QVuazBZwbRdI2e9DhDx61yRZzsivjQU1m8yeCmcu3do+7e0+zdlHG7svYqmXrVLN9WW7cdGz/OluFTx1CP1TN4n6xeo/BtWb0S5plEeWn2HhQeeEMp7V0Ze53UfQuc77SDJC10msc9dsWTwruE6m/KtrroscAg5nUR0tO+lSrvIdufDpAIrxVpiTa1nxheEV5QX5CHAF+kJg9iuquvvlrcfPPNYqedonkmABDTuTxj4O/tt2fbHdXEVpuvjA4O8jXW4bGrXTpFLj2v6bPhcU0et8opNzvdrnZMts2hII/q8EWc7HwpesrhztQepwd479q7re5uCu4+bXA+gZ0KYFUD+nxT80Wer1OwJq9/ForWpyj9GgN+ZiiOpV6v6HvfWj0edkO55PlMs6uLupdivFwfH3rjsf0tdsWDiwDshpdttU0PBgEdn3NkoDe44XF9vjcAPTu0h1911VXixhtvFLvttltmu49nDPz91Kc+JZ588kkp2gNce+218iJj77339n4tHOQZDAaDMbwICcOGMscoAKDoQTn/gx/8QCxZsiSpoYPaH/rmfTxjoOUOgjkYyV100UXyGOeee648dhEHWA7yBU1vbGI77GoXe+FkBs/YZsNnxHZEP3yyn2FsbBEnuyIUvcuD3mewTFl63tkOV0f2bsvcbVlywYw9bEfjhucDjbhdKgcvRX27Wmbvyuopcx2c1esqfA9RnkuQl8neCZc81UtP9c3nku2aqHv1u6UoAxBqUf3z0fmhmZbyjDPos1n9eBgJ8AA2Ed6mITXJCYOGvFU7RrH9L7nkEvn30EMPzayH0eonnHCCl2cMmMgB1Q9qegj+0F8PZjgXXHBBodfCQd4DzeYS0vRGr8NHy9k6vLKs1evwlJo+aY8jWuVcE+WKONlVoeiLtsepk3Kl2vt8BXZTEHQE9NoCuO9xTEG8wOvJXAjYgr+tJo8/R9+AT14A2Kfg6fS9fP2twFqrz1D8SHlvQ9PgeNcL6j7QXwu6mpCueERrnQzqXXoGPZxXcH0+NdaKj6kCu60+H5vkbGw+JoLguYLviIHhYz8zOTkpLr74YnkzAZxjf/zjH4sq4CDPYDAYjOFFUJ/wbhDBQd4D20y92EtsFy1HmbvuS5+j6Ak1va0fPllvMLaR2z2HzfhS9DiLt/XAq3WlBHa+4jqc7fmY2Phk71SWWlfW3kt6vsyxtezf9D6sGX6iqifW15nVa7312A+fUt9Tgjyb8l7uT/TSZ/rmC1L3vj73yv0O/27TjZpRjqF/XlfbAxLFfQLa8tZHhAfnu6EaYhM2hKhI11eu6S8gOMg7MDW+i1gsViV1+IlGyzpdDmrx4zotTy1jBT0xG15vlfOZKOcD07AZiqKX+xABvsjs90oB3tUO1+PA7hXQSwTcsEcK/Ia1nW6sVPA3Bn1THd8V8E3td7hm71GvNznmqVq9j/Jeb7MjTXN8qXvNQtcEn9+pbpSDW+t0tX3qnNckzzPwUcL5SFH0pvr8bNCS5zfA4sYq8dz4LmILz54fCnCQd2D52M5iaRj1MU6IMTFuqMOnPe+hVx0errx1oR0eG6u3yilUmSinArmpB95Wgy+SvVP190q1d1vdvWxgN6w3BnbPYN6rAF7Hc5MXAdT7QoEdfx61BHzqcfDvaWu7w5m9pdUuU6s3iPJUHV8P9r5ZffJZEHV40wWAL1SWL3/vuhBPHriZF+LF+0Hd3lafT2rzMCSnma/Pw3ltohv9W8P5bsvYzkMT5MMFEN71EzjIMxgMBmN4EdRA13OQH+6WuUXhpLwPLXNqTjyuw8safCtd9qnDy8EzurGNRx2+ykQ532EzZSl6q4K+qnLepZrXM3g9qy1KyTsy93AAW+hMrzmX4RuyeyOV71O7t2X1trY7aqyten5Lrd41upai7p1+91iBb/O6r9pWpw5CzKCX9Xl13pG15mgZFPe2+nySsUsv+2gtnL+S+nwL9onr88HkULfUjRo4yFuwtL2DmA4Wi3Gh6vDNTB0+cZVqZfvfi9Tho30iqh4HcAWdklcoMlGOqsEnx8H7ERagVID3peiT7fNFz/cwsPsE9fkM5FVeh34RoL83J60fP74Qla/X5OHfzSXQo8R56nviqNVnLHHV9xFNtEu2oe8uZYWLKXrcS49tcOV9wzx632AP42Tx7ztZ30V1d1WfN7jh2erzyqsD2uZUmVH20KP6vGoJBkHfdLhYnv8AG8SAB/mwEd0qHUMMLDjIMxgMBmNoEXJNnkGNkQUsCVdIqn6iGV3uQhavEglFy6vl1PymmNgOu9pRYjvT4BkFH4peB97mcrLTXex8KHqne51PBm9TzvuI67T7RbN3W+ZeOGNvY2+yeUQnmVDufP04E6feeya7V48vItCjMnqTCl9X4Ov0vVx2CPLahja7EtQ9Xq9+JxnqnlDWu9ru5LZYQCffgkF1rw+ysbrhWUR46j5W2itfe/Vxpi3BLbEomBQz4YrkfDjQo2iDZg01+cFN5TnIE+52MGEOsKi7SEw3xpI6vD4nHlvX6i1zdDsLHciVqx1Vh49ek7mFzus9aUGdqsnj+2Up+toU9GrZNUCmTGAn1rmoeGdQrymI+148GG1ri7wu7QKgaOCXQd+jdp+r27vq9ZQCn6LvHdS9UXmvIiFB3dva6/T10fGyCvzMgJuK7XRdNYQGud8l9XnVT+9Rn9fPR6qlDlve4rnzADjfdcMxMRMskvfhfLih+VD0vtgJb+DAQZ7BYDAYw4uA1fUMhBWTLxDTYeRVD+520D+qHKfwnHjI3G3+9L5iO4qG1zP2MrPhbYY3GVU9ouNNPfNlKXq5vl2SovdVzleg5akM3s8Axy9z75UQr8hxzcNqxp3Uvs0YB392OSrfRuObRHkmP3ydvvek7p2mOQR1b+qhT14//t3AeR8Nu8H99HX0zwc1ifAgw7f52kPffLQczZ0HzAbQOdQU093Y3TNcIs+LgLWbfysGDWHYkLdqxxADCw7yMdqtqP60uLlK0vQAcLfDznZ4NjxW18uAr7XMYbrMd7qcqQ6P4TMb3sfwRm+VM82Ddw2a8abofWvvcl3bTc0T63LBr67A7gjqVYN5WILubxjq7flje9jXAqjXYKH0rQGfUOKrxxvr9VTwVwp8U6tdBtp33Mc0x5O6N82jT2rycbBPPgPDwBpXa52i6E1UfpH6vBpiExnhZI8FCnv5t4HV9ejcBgE/bEgXPMCiYJFY3IpcP59trRCd7jrLu2D0GzjIMxgMBmN4EbDwjgHikonn54bQAGVFjZEFYDGLsrLF6/EYWZvYTsFXbIdho+gpJMI7YmysvG9aX5aij95YcXrelsXXlL2Tj605ay+Todd9bFPG7zegxkzpl83qraI8uY+WuRftp9fNcwpQ91QPvXydxDx6m/AO98/L7ejxOnWPBXpUnzwlwlM8QdMiwlN+99Fjsn3zqszYCdMyI5zj9HG0ysJ7Gg2v2TjxfLF282Bl8mEQtdFVOwYH+YGn6oGmB0x0JzJDaODHk9TbEV2faaEjWuYyivp4We2bLmfpepvpjVp2BfLkcUTwpwxvcKucbR58+mFpX3bfITM11959Arw3NV8xsFcN5r2l68dLB38rpe8Z8H3q9TkKX6/V+7Ta2VzyHNS97own9/WYR281ysHLWtDHcP2OKZMcPMAm8buHdrh4N1wilLS9Ye78RJi20OnnNjjvwfkPALT9RBglPkDbA2UPYNp+MMBBnsFgMBjDi7COUbMVH7+A4CAfU/WKjlKKeoCi6pNZ8YR9LYDqi88o6j3mxMu/BtMbm3WtS2xHCe9M/fDJ9jYo7T3GxdZJ0Xv2v9eWvcvHjvc0a+9vut6d4dvHzvpl9T6iPKMCnxLkUf30FHWPlfcO6j7xukeT66h59GqdT/885XdfRoSnm+RA5p5MpaR87eP1KnNPaHvDucpkd6tPqFNKezhPAmUPGBTaPqxFXc9BfmCNbwBA1QNNjxX1AEXVm+h6Rb1TLXMZRb1pTjxS11PDZ0x1eMrYxjR4JvN+Y0reNTbWGeB9KfqMsU3Nwd0jwPtS81UDe13BPGxF30EXGt0Z/2MWpuvHjfuYXe3MAd9J39sU+JiS1+/rtXqdurfU6CnqXh9qQ82jz3wWhCueTW2PtyvYDHRM9Xl9iE2upQ7PnVdOeCLfUic/CuSER53nktbhZqq0B9peKe3XNZewOc4AYKSD/NKJXZM+UF1sB1BZPBbbqStf4xCaOMBn6+30nHiq7q5Qpg6PQdXhTX3w8q/WMpTc10V285G924J1TYHdtK9PwC4a1H2D93xeDOjvgQr6tn18A74zs5ePocV5ZF89ZYtLZfWmfnoFz6E2OKu39dDLbcQMeldNHsP0+87Y36J9ZL0enUdyc+eREx5uqaPOW3BeU611SoSn3p4uwlM+InD+HAi72wDU9c2KxxADi5EO8gwGg8EYboS1DKhhun4gsbi1jfwL5je6oj5LW0X7Z5YNQ2jwVXL0N19bV+tz2TxytkvWO1ztXHV4Sk1va5Ujs3qNrjR60fv60NeQwUfbXe10ftR8XXR83Rl7VZheD5XhU+8xT9ePF8/qHfR99BhagU+a55hc8nTq3tRep0ANtRHIKAe30Hm01lFqe6G31pVww4MsXjfGoXztQQWg9pPOeEm5sCkLD5lyIqG0j5zwhOG8l1XagzmOOn+uF/2PkGvyo4mlk3vJKXOACTGW0FHyC631xfuK7QCKqrc52ynodfciw2dUgKemzOmwCe1crXI6TW8dNlMTRW8T15UJ7OR+juBt3VYimIft+bsAaHTsNXvq9bsCf5GAX4S+jx5jEOdRffWUKI+i7k3tdcoZjxpqI+z2t2WFeBT03y12u8vspwd4raUO7gNytD1ywnMNrzGJ8HDfPFjdAuA8OdGN/k3g/AnnUcCGrQM+c36IMbJBnsFgMBgjgIBr8iOJRa1txEQ4KZfHRUu0Y4oeRHdm2squqFfAinqKpk8eY2mZc82J12EyvaEGz2CxXU5J7zC8ST6IZJuLrm/3JIOn9x/3Us2bsvQ6svf5zNiLvgZbho/fX5msvix9r++TUeAT5jmk8p6i7k3tdclroefRG41yLK11zkE2xDIl2nOFIcj2qZa6aCHrhAeUffTWIqW9ekWZ0qJDaY/Pe0qMLIfXCKW0n5TnUcAG0b+ZfMg1+dHC1Pgu8u8SsVJMhNFJZqLZSr7E8NvHg2dsKnpyCI0aNmNQ1FN1d9UyZ2ybsUyXs/XD61CudtTwDVcvvNc0uYWi6D0CfN2BvUow79WFgJOm9wz+vgE/G9jt9fo0OMf7+dbqbS55Nure1F6nQMyjb8SEPdlDT7TWJe9X+z1h61sMV/88vhhQNDyGfn7Q6/VZJ7ys0l4FcB+lvZqqqT4eKGGqZekd0oyDfDAmljRWyuX147uILbMPk++bsbAYuSDPYDAYjNFByMK70cKSsdUJ1QSCO7ksZ8ZH28eRw10LnKPkFa3Zo14tF6HqTeI6k7NdUegjZClXO3LwDFqfua9/S0z98LYs3jeDl9vH/Cj6kvR8FVreNwtfCNre9pxWqh49rkhWb87ex/0zek2QR1L3RUxzdL97nbpXMM2jN6jt5XN6KO6jbX4mOTaYfvemcbTYCY9S2itzHB+lfTsII4Fe/HLHw0h8B5gJovOlyuRVyRPOq32byQdckx8ph7upxlK5PB1MJW1z0bCZtB7V1qbLpbUpmt6S9zXzG0pRj53s8GNIMxzPOfG+pjdqvV6Hd82Gz9H0vnPha6Toy7TGFaHnTYF9vgO673FctLzPsU3HsO3nE/BdFD49lCat1VPmObYavZG6p9rr5DEKTq6T2+kZ9MnrtNTnrSY5npa3Nic8VZO30vaaOU4nqdeb6Ho1rS7+OALd/S7uNmq0xHQ4JZenmkvl+ZUd8PoPIxXkGQwGgzFaCFl4NzoAG0ZlyYh746WivokV9OkyVtHrinoFPE4WD6Ax0fT69ir2tSaYRsjaxHbpG9Lu64Y3vjPh8boCPvQqi69LYGfM6okM3iebLpq5103d15Hxl8nsfbJ6G4Xv1U9P7JMT4vlQ9yRF7xhPq0Cp7eWx0AdjEOG5THLKQD8f2Cj76OUHOaU9NsdJxtCGLVJpHwmJkUAPypbx08CyEinjnnk4r/arzW3INfnRATg0TQRRDaklUhcn88z4iKrHM+AxqElzLo/6ZB/HEBqboh6vx852uA5PQVH1herwFE1fdC68DT2k6ItQ89H+1dT0/dA+V7aVzlaX1/fxrdvnAzvdaufrkmej7q3wmVwnj5lV28vXJsJC9XlX0NfV9SbHO2q9ou2pLhystKc87btx2xuuw8NAG2V4gyHLjdIBLzScH1PqfnM3Xg4nB8YBb9QwMkF+YmxHMR5OZdrm1JcVftuq/kRl7s62uUxtPp00F22jXe6oLL6ODF4BW9dSQd3WD19IaFelVa5kgMfbfWvvZeruPQ3srehisxZ0txba3RXQfbeT21oTZGaf1uTpOr0tq8cXA6asPlef97W/9RTiydchn4v4/aD6fJGWurozepvdrZpQ1+2m5ys4f9na6dIWunQZsvjZjN1t2k4nz69jO8r7M3OPib5BWIPwjs7zBgIjE+QZDAaDMXoIuSY/Glg8tr1YFC42ts1Ry4qqN7XN6RR95q/Fo76qoh4vU852RVrmqBGyyZvHsCnpPbL4qhm8j/e8b+29SvZeKHOvM1sv+zyOLN9Vm7e21znq9baMXl9HuuSVoO6TfXw87hWoGfSO+nzGJKdgSx2lrq+qtLd52sttyfkJlATpNpXhU+102AFvXH00Ybqst9PB+RXOs/2WyYdh9Zo6HGNQMTJBfqq5TEx0J5xtc7nWOMsgmmQf5HCn7lPLlH2t/FszVW+zriWHz6jHUN8GvRZvE9pVoOjzzzteSVxXhJ6vLbDPV1AvAuo1WQJ/maCOt7nEeaZgb6zVa4E++5xm6t5pf6vuUzPo9fq8q3/eMsSmDuGdD2WPzyvY/laK7ppBKsqTwVttAzvvwDq4Jr0vkCMo3U43EU6Iqday2t4rox6MTJBnMBgMxggiqE7XwzEGFe1R8aqHFg+g6tNZ8XTbHCDbSmIfRBP9zWfruJVOp+nlY4jM3VdRnyx7OttZW+ZMI2TLiO2I7UkWXmTYTIERsFUFdkXX15K19yrj9xXg6c9veJwrczeJ8nwFeS6XPEqI5zvUxmiUk3wGBUR4DpMcV0udzQmPGl5TxNOepOjRupY0w4EBNFkHPLnNMbgmZS2FmBV0Ox0+n4KoWbUow3m3XxzwwrApb9WOMbh8/dAH+en2qqTFoyWaSQ2JmjaXWza0zpna5tR6/Fd/DAY1aa4OYEU95W5HOt7JF2hpkytShy8AX5vaMhR9mQBea3Cfb/q+IDVPPs4S8L1r8pZavU+d3qq6N23zha0+b3LDM9XnBXLC0+vwxG+sDtreOIUObdPXKcre1k6nXPCyzxUnMbKdLl5nmE4H59XNQTOxuYXzbr8E+VHH0Ad5BoPBYIwwgkZ1up3p+v4W3AGU6C4rIFHL9nGyZXrjTYNoTI53AF9FvVxWY2MdinrXnPiFFNuVzeJ9TG6KZPG1Ze9DILyzZfVFhXfUepPy3qa6N/XQW/vndbW9jwiPcsOzifDUnY557rwO4/AaT6W90DJuyvGOGlyDHfB8e+ZNvvbUCFopZI7Fd4B+EuCF7Hg3vIC6ELaxjZybUG0poeWzAV8hMcPxbJuLjkXY2hLr5H00aU5R9z1T1Cf7BPS/uq1lrmwd3jBRzjQtTt8+HxS9McC7AnaVgN6OhnrUjs6WWmvyroBfqCavrS9C3ZPOeJljE611NqMcU33eNa0O/060tjq9pa5XSnv9PBGg5zQFfOyAV6SdTp0L4V9ELePpdPBSUl1TdG5VZmNw3lV6KKbtFxZDHeQZDAaDMdoI2QxneAHiDyUEUaI7JRTRBSQKNq96jCK98Ri4N16Hr6JeLZdW1CfbtBUuf/qaxHZFDG+qUPSllPN1ZvC9ytiLPJ9Pdu8hvJP7eNL3tvU+pjmkwj5HvZv750uL8EwjaZN1BrtbrLLvsdIeW9nq5xFqcI3qmQfxHcDWM2+C8rJP7hMiPDivKvEdAM67SvS80Jl8yOr64TfAAah6PK4hUQY4tpo8NW0OQNXjfdrmKIe7Xinqk/UuZzsXVd+jOrzN8ManTa5SgK8rsM93UO9F4LcFfI96vbMmbzDNMVH3TqMcQ33e6oZXpD4v7/s54QFlL5+nh0p7eaHv6YCn1qm6PPayl8um6XSxMY75nJg3xlEaJ2U2xsY4/YOhDPJj7W3lXxiYABk8rhm5euPxsqrBU+Nlo+3u7N3WNmeCS2wHcF0UGMV2ZZzt5Buxf1VcAd63Dz7a19InX3f2bgvgPsG9YmBvNKuJ9cKg2HCa3Gt2BfwCmX2hmrxHVu/VQ29orfMaZJN7TxbL2wJOeL4iPNeEutwycWGAzyOmdjpVl1frk2UpyEMXCUmffDNnc6s++WjZ3DOfaJ7Cpjz/qvPxXOcpsVAIma5nMBgMBmM4EbK6fvgw1V4p/06IyWQgjZqJXMUAJ2t2Y6/Hm0bKUlB196L+9VDXw4p6436+5jeU4Y0nVV8Wvq1ytVP0pky9R9l71Yy9yHELZffqvZgyeh/6vgB1T9XuTdS9bR59aTMcDH2IjcnXvojS3mCOU8cYWnV+SH7NhnY6agSt7mUvjyNV98rwJh1VS8HHGCcza16MyfOvOh8vaCYfcpAfOkzGtaDI5U5RTjFdT7TKuQbS4N54Vy3eZ9pcnW1zVDA3z4+vQWzXwzq8N2Xv2etemKK3BfiCgb1XQb1ngd+HwjcE9SLUPRnYDRS/jxDPVJ/3nlYn12sBvqQIL9c37zGhrgrw+cM1nS4R22k984kgT+qNmpmeedvAmvidodJmdH6F86y8L6CdbjI5H2+o7V0zimIogzyDwWAwGEkmX7Umz5l8f2GqsVT+bQcwSlFdqeaT1lQ1T1+p6gNpiojuKC96GyVfpG1Op+pJGMbJxi++mqLeATKLLyC28x06Yz9ejRS9I4tfyKzdF/prtGb2PhR+RereBl2Ep6vt1bJNhGd0w7OBpOhLKO0tY2iz+xjOBY52OmyA4yPAU+I7gMkYBwvwqIE1eH3aoQTvOd2WdRFtinYYHXOqGZ2PFwoht9ANFybGdhQTsaqTmjpHudxF99OArwMPnanSG68DK+jLwtU2Z/1XdinqS1L1LrgGz1Spw9dG0fc4sDdrtMANfKfPGV6/MeDbKHyT8t6Tui9an88fr2R93uaEp1P2JZT20fo8Za+Af6c21b0N6nxB2dziOjx136dnHoK6PrAmcbyD81+cFeMOJeV+p0+lA8D5GM7LgJm5x0q9Z0Z5DF2QZzAYDAZDIRzxFrrCHMbNN98sjjnmGLHjjjuKRqMhvv/97+dojY997GNihx12EFNTU+Lwww8X999/f2afZ555Rrz73e8WS5cuFcuXLxfvf//7xcaNG6u/m1jJ2RLt+Ba53MEtVX/imzK7SR+PDXCU6E4XnviI7mA7JbpTI2rrFt0lnvUuhztKUV+FqodsCPnT4754iqp3ie1UZk/1w9eWxcN9dcu9n6nas3jI2vVbnaCOX+Q5vN4P9ZmYPkfDZ0v9ezn/TdH3wC7GdH/fcBnJyjxR3//cOl2c2pC/L9qDIoxc8CwdMGURlQCzY6/ly4Hx1Wg4lrofvVQ4p6VdQDrTqJ/38gNr8PmTOq9Go2fh/Bvd2vK8rLqeFkpdH1a8jUyQ37Rpk9h///3FxRdfTG6/6KKLxJe//GVx6aWXittuu00sWrRIHHnkkWLr1pTCgwB/zz33iGuvvVZcffXV8sLhpJNOEnVgvDktVZ1KWY9bO5TLHVWDpwK5DhzM9Zny+MdCGeD41ONVzT2zjKbNKRtbVY93tc0Zh9EAzehjfmMwwMmcUCvAVoevGhwkTAHIBEtwh0Cobj7oVUAvgiKvwev92S6APD9r34s1czskuhBEy1Vg/S7nylXURTGlcYm7WSwX89EgKfS7Rr9z+N2r3746f+BWW+pcotbrCYSvURcO/iaYJtRF51RkOgbLcP6NVfZwXoYbYwDo+qOOOkreKEAW/6UvfUmce+654s1vfrNc941vfENsv/32MuN/xzveIX7/+9+La665Rvz6178WL3vZy+Q+X/nKV8Qb3/hG8fnPf14yBAwGg8Fg1IFwxPvk62vaFEL88Y9/FGvWrJEUvcKyZcvEQQcdJG699VZ5H/4CRa8CPAD2bzabMvOnMDMzIzZs2JC5mTDemJaqTnmLlfXGi+34ChQvJ1a2sbLedLVbh+hOXaFXgcrYrVm9kUYkaHoTVU9tQ3D1xePs35WBlVHTVx4k48jiByV7rzOrr8UzwFQWKQD4Pti+E1lGCFH25HcvLSnlgL/jtt+CLas32UYn2yIGziqU9QRm/HLbNBpeZxqzYuJ8Bp+c/5C1t8rYFSiRMiYJpcI+VtnDeRluC4EwSOvy5W9iYFGr8A4CPAAydwy4r7bB3+222y77ItptsXLlymQfHRdeeKE4//zzS/vVYzU99q5XKONyZzPAoe6r4/SiFu/VNufbOif3swXzcor6Xpne5PapUUXvE9yrBvSqjy+jrMfPaXs8vH+r8p5qsfNU3Xup60ua5HhDU9obFfo+SnuHA56rna6XxjiZljqDMY68X9D9DlT2mW4lYr58P/jYhyOeyQ+Euv7ss88WZ5xxRnIfMvmdd97Z28o2Ws7aMKp16XLe3QlPnXNl5rZ9XHa1uN7m2xvvFPH4ts35oEIGr68vm8F7OdrVEOB7Fdh7ld1Txy0S+NXjTY+xttqZ+uk9nfEKB3ZHS110rKzjHTW8JueEp0Nvp/OB5oDn007n8zumeuZtA2vkfhDIUQscHlBjfB7UWgfATp+6+126T/p4/fzarxa3o4hag/zq1avl3yeeeEKq6xXg/ktf+tJknyeffDLzuE6nIxX36vE6JiYm5I3BYDAYjPk3w2mKQUWtr3y33XaTgfq6667LZN1Qaz/44IPlffi7fv16cccddyT7XH/99SIIAlm7L4ux5rS8tcN2oupM/erz2SvtxUyDUp0WHS2rw6aS9YWqxbvq8Tn4ts0Za5dp29x8UvWFUbBNru4sfqFq9GWe12d/Y63eprivCNv3oC51fe3tdDYdTLK9el1eKempc4y+3tYJZBuhTcE0az67T3T+ledgOBeHbXmDc/R8IwgbtdxGJshDP/udd94pb0psB8sPP/yw7Js/7bTTxCc/+UnxL//yL+J3v/udeO973ysV8295y1vk/i9+8YvFG97wBnHiiSeK22+/XfziF78Qp556qlTeV1HWK2EH9GQqwYeyslV2i4mwDovstC+rLjjBUII7XbTiErpgmIQylWHojY9fuF89nmqbo/reCbio+iJiu1ItVr6tcobg7grwvkGz38R3RV+PrzDPW7yoX2gRF16uf19831eEl+ubp9bnHosfQwRzn3Y6uZ8lIMQ983XDaJFrEQLr4mE9mdEFyLrNtzqPtnNtdOk5N1qOeuXhtlDiu/mGy0/mhBNOkOvxDeJiL/xkCtP1v/nNb8TrXve65L6qlR9//PHi8ssvFx/5yEdkLz30vUPG/qpXvUq2zE1Opj/sK664Qgb2ww47TKrqjzvuONlbz2AwGAxGrQiqO94pK9+ifjJ/9Vd/JY499lhyHwjql112WXJfL0lDgH/88celn8zc3Jx43/veJ+PqlVde2dsgf+ihh1rN+uGK5IILLpA3E0BJX/SFujDemEqG0qiZCZimx8p6HVQrSPI4za/eB5TLHcClrE+87LHALjbK8EFC/9Upussdw+AgVgBVKFZvsV0NM+B9s9t+ydrrUtW7xHhWmFT3OjxEeL4oq7TPDK5BY2hLw+ZlL0e5mOfMY+i/90RoB/+zPN5XYe+C8rE3KezV+VL/xJXCPrmPzr9qWM14s/zvcJDU9UdZ/GRwUDfp0Or0kxlcNQFCu7VCtMKx6AY2inrrHHqXGftF+DIXCOC+8+Mzj7FQ87qTlQvK5c6nnldLb3yMOtztTMD0q42m7VVfto2m96G56wjwreZk4VtVVH1vhQf0lPicbGWbWrwUjM+rfd99e+YJ2Oryus+FTylPd8Y075fV+2Tq8AUsbm2Q50+iaynahpZlXT62uA3H5PkaboOIDZpfC3i4lMWNN94o28n32msvcfLJJ4u1a9cm28r4yQx1kGcwGAwGo9fe9TvvvLM0eFM38HApA6DqwQ0WROqf/exnxU033SQz/263W9pPZqD75F2YaK8EuZ1cBnlHOu5Q79ukH68L8FR/KKkarUFVH/2tLr6zDaOpbIDjScUX7Y0vS9Ubvelt95PXNVUqi687g68jA3cdq2ubE294H2Wpe/X5Feqfx8ch+ultffI26DPnyTG0hp55K8qMoLUY46SPCUVDdEuPm1XA5xGKXofzDTVfXu+flyNoNUof+4VAr7xaZ+pGMp1vpdI+nlcP52k4XwM63WfEoNH1jzzyiBTCKZRt7QahucK+++4r9ttvP7HHHnvI7B60anViKDL5seZUZvJc0rphaJ1ztX9k98+rTl1wzY/vBezz5ImBNEVhmDZXBUXNbwrD0ipnCvC9oOjrotiLPFeR5/PtGjDBeLFUQQfh1ULnUNr7P0e71tZQ228tGRzVA9gsbovA93znakNWZdOojS6dSAfna7gNIpYuXZq51eXfsvvuu4ttttlGPPDAA6X9ZIY6yDMYDAaDQSEIm7XceolHH31U1uSViVydfjJDQdfDCEMwWgCA8QKGooyo8bKZ/ZQoxaG0p5ZdV8pF/epL99IX/df0mBtfRnTna2ObfUyBrJ7KKmsQwFXNaDMvZ54yd9/X4KLxfRT1lVT3NsvbAkp7XxW+bnMbLfur58nH6NS9+r34WuA6LG4pZM4DHb9AA+cbm42tOl8Bva/OY2Bpq5YpJX7CfsI+mP5PzpeR9a0iMXQWVZ2X4Tw93yNnw7B6C11Ruh/62VVWjv1koKYON5jFAq3jkJU/+OCDsvX8BS94gRzLrvvJwNh2aKEr6yczFEG+JUBVH9fkYxOcaDm/LzVFyRjwC9JctvY5GxKFPdEqV8ivPnmMYYNBAVwWpno8vS+qyzso1tqoek9qediCu+l1+dTrXTV60z6F6/MF4Ars2NPe2U6nvoclg78V6vel1efV7zF0BHjq9x2iwA7nB+xdbx8iEwfseB91XirWShefB8OG6Gi+9ur8qT7paDl7wk0DfnRelsuypNq7bp1+aaH7jcVP5pJLLhF33XWX+PrXvy6zdQjaRxxxhPjEJz6Rof/r8pMZjiDfGIv64wFoMEK0Lf6rfbd9W+d8J8+VHUpTFKqe5wz4JpUh5XJXciBNHSjVIme7X1fL1xAFeP311ZHVl5pcV1CEZ0NZgZ75eI6BNQBdgOcS38n9GmbxnfY79umhzzwWEoMKw2pcE+liobcVeCJddD9eb+mXbzXnN8gvBFx+Mj/96U+dx6jLT2YogjyDwWAwGBRCHjU7+FCqermMs3g9ey/571RUnWo9Vp0K+x54YNPPszBX3qVo+4KKbluWPiwZfC+oex9av5QTXg+zdW/U4X7n9TxhbfPl9Yy90rG0sbO+MBridEVmtrwqrc4XghoGzAzygJqBDvLt1jai0YhdlOI+TFcwp7a5ZsjX3SNfJ5ztOKQwwU3RewvuauyNr6UWXxNVP18BvtWs9p67wUzfUffG+nxF+Ab9bJ+8u2fefiytn56i7qn58yaLW/S7LUrPu6DOL3qtnuqVB8C6RIQXpMI7ql+emi2f3cf8uvA26WMSjiXn70432ybGqB8DHeQZDAaDwbAhZLp+cNFuTslMXrndkUNpMg5MuojObYRTFKbxsgv6L9lLVX3Rx3qal5Rqm6uRqu9lBl81ezcdq0xW70vd15Ll65S9ZzudV/Yef6+Uyr4IvN3vfGES4clt8d+CrXRFIM83GkuA2+Z8oc5/WJCX3Z4/n1JuoznxneqEak4ZP6Y6EXKQH1yMgXNZo5WpyfvCFeDT/bSZ8gX644tQ9KbJc0UuEFzDMKpY2datqo+O2bshI2XhE/jLBPg6A7vrOYoGe59AX7gGPw+oMrnOOZWurMWt4/fpaqNzzof3DNQJde/ol1fHkra2mTY5UNu3ajuPJvvHrnfq/N1f36jhxEAHeQaDwWAwbAhYeDe4aDbGZCav3O4AJs/6slee8jEeGbtuguMDdbXtytZVL21lz+sytP08Ket7kdXb/OnLol+z+KoZva8Qr0iW790zv4DZu/N7X4TGN5jh+AL/vm2Da9T5wjerx/CZLY+H2HgfV55X6fOu8q9XUOdrOH/PB8KwOt1uaXnvewx8kG82YrqJ+IJFTku0q11mv2aqqC/jcmc6pg1l6/RerndlewUroO6pc4UNcGoYhlLHbPiFDO7U85dV3/fM1pZywKtojOMzlS5drtnlzgeuiXTx77rMRLrkPGJQ6suAXfBCwHScpAVOndss9rfQXEAOCEPn6fkK8qOOgQ7yDAaDwWDYELLwbnDRarRFs9EWLUTX25JY7Fsf7evuhzc+d8lMvLZe+bqMcKoI6gpk6UVGgvZSkFc2Wy9K0y90Fl+Wui+rtq8ly6+Bosc+9k4gH/vCoHrjq/yOK5riyF74Ehm7j6d9JMrLH1s/f1L+9em+aDkOO3D+ng+ENdTkOcgvEGDQATTQAdQAhGjZ/Vg94Bf1rcfw9a2v1e3OZ4Y8ub5dqUWuSvtceozeB8AiBjh10vT9Etx7Sd0XUdr3yhinbmc8WxudF8VvCvrwO5wnQxx1ftGd7yj/etr0Jtsyp85/Ng97dR61XSbhUxE+T8/XoJqQM/nBBww9MFxAMhiVMWi2tVVRRYTHYHidrwF8zp4XDEWQZzAYDAaDQsiZ/GCPmIWavHl7+RGzZYfTUDX3XnjWe/8L1uB21wsjnNpGzdagqh92qr6qWU5P4ON+t0DDa6xjZ+tqp2v3zvUOzjeUfz3AtzWu6JAaeV6Nx81G97PjZsnHzJO6PuA++eGCqUd+AbrKGFVRY6287vY4xjw44+mtdYy+h+k8a/MuYfQWQxfkGQwGg8FQCJmuH1xAK4ZS19vmyNcJ24jZgYHuWQ/oISU/nyg6VraODL/fafpeKO2LZuy9cL9bEFCjZuH35Olf30/AznaSni/ocuf/PNFM+eQ8HVdM52uufMB0/eCj6HCa3OPRvOS6MS8T6MoMp+kBane6W2CMmqq+zgl1/QLTbPmFgvqd+g6qKf08Die8soDzJMyUX8jzNaMY+iA0MBgMBoPRG4SiIW9VjzGoaI+yKIRyvCPXDSotXwWepjc+5jilZ8gzGAhFZsu7XO+8Z8jD93s+fe77ANLhLmeUExvjEOvS+6IvEY54TZ55EwaDwWAwhhQjlckzGAwGY7QQsPCO0S9QYplGewTLAwwGgwQ+H4Q1jI0dNYQjTtdzkGcwGAzG0CIQNWTyAyy845o8g8FgMBhDCs7kGQwGgzG0CJmuZ/QLcL2N6/IMBgMQdiLClevxFeh6wXQ9g8FgMBiMIQNn8gwGg8EYXoTV6Xo4xqBipIJ8VzOz6xL/cLBOJ8WU+1Orl3Ph+w3K5cvhaKdcw2zOd+A+5uN6p9zM2PmOQcF3frzL7S46lqeL3Yi53QGoQTWmc2X2vuhLBNwnP/joimrBF76snTAO5BWPpUPW0ebh4gAGXiz0kBpqEMggD6pRw1lGdVDNoA+nAeCBNAs9nGY+BtMkz9Oj+j2cJ6mAP5/na8YIBnkGg8FgMCiErK4fXHRFR40mFt0w5Yq66kKxBxezav5yq9VNaC08Y34goGZf47nyMB97CGbKq5nlvnPlYSZ61Znyajb7oMyVrzpLHlBkljxgKGbJ63PkFQZwlrxOy6vzWm+eBy3j87SYn88tiG9VjzGoGPyzuoboS0TVjxbk5TCqQAWSikEYB6WqAZ1Rb/C3os5jMeYFpvMsDu6M+cXQBXkGg8FgMBRCpusHF91wToQJYU9tR1RRzEZ1g/gfy5OdAhqryDz5oNsUzXjQDF4nn1JbXws6jn/JTleIdrW6RaPTEWGPqPzCinrI7nA23tkS/W1PiX6gwfuZsq+Dpq8N6t+tZNbuq7Qv+32vDPjdWbeLnkGdb1zrrMcoSN8n59Xkvps9hfP3fCAIq6vj4RiDioEO8gqdRg+CJ4OBVOajpLAfBlU9o38x3+frUDTkreoxBhUD7XjXFXPyBuiEgbxFy9HNho7HlV3u6jRus3Nd9QaG9hXT+rIIbVfnpg/BI0ux9RB79xdbjz/T00ysqNAL6sh11ZIhW+6rjDlGna+pyGcF/w69Ft3V8V1yfeed33vT78pyIrL+fksAzi/UOUZfB+crKlOH8xs+x8H5Tz8HUudR17kUfwTqHC2PH5+7Gb3FUGTyDAaDwWBQCNgMZ3DRDaGFLsy0YtjqQHDFOY5q+CZTBx+Hu263Vap1TtXGoAWvEjoNIdo1FIpUBlKm5g7mIp5mN8qFzNf5rleud2Vb5ooa4/RLfb5oBl+Wqq9VVV8hU/dxu0tQxRynjrq9PE49waNozR2fx5z7GOrz+vnTltHj87I6X8P5e/5q8qLyMQYVAx3kAym8C2THXJcQ4MEXS33xoi9ZaPwSdxthslw5AKMfRtNwoVDWCS/sRD/KRtvyGuHNtub3yhPoTGVtC85iyukOL5eGLrajWutAyFVRfFdHz3w/9c/XXTaoJZDrgjuAftwansfkdFdHuakwPPp31e+6bmc7U4AuCnUcCOy2Y6rAD+dd6m3j8zScvxm9x0AHeQaDwWAwbAhHXHg30EEergRhUnCn2UmS9E4YIuMF91AFHyT0vYWeV7RXEQo/aa2D/1nmx+Or/EYVH/wy7XSQ+TiG1NSBXlD0Jve7KsY4ZZT2803dl8ngqyjqTRl+LwR3vRZsJiiT8bva5hxQQjxXVq+y9zIUfRV63voYK1UfyvOyQqfRmddMPuCa/OBiLtgqGo2m6LY6hYce+AZ7UJs20bGxlW1icWsJ7PBD9KH/gw48D42GZ/lAlbi8B9WAHadubWuoz6ve4Tr75XtZey8LnwuAsoFeoVcBvyw97xPge1lz75eA7+yP17cXtLMtUoJWgTzsNNNlUM93/AKwzwUAVtjrgd3USVQ1aYLztKrJw/mb0XsMdJBnMBgMBsOGMIxuVY8xqBjoIN8JtshMvpNR12P1fKp5iZbhqtOtrk+3N0VLFKPg4OpYF9sl4phejpztOFzvABWd74rMkK9jtnwmy6fEdpT7XQHxXRWhXZUxtHVm9VXFdb2g6Su53Gnr6pwhb3xs3WI8G20/D4JySoxXZgCNK5vPz5NPxXb43BvdR3R9/CHA+Xs+EMqiLtfkBxKd7tOy7t6dnBNA2PuIWUnFp/xyKlVoU7Riwwb9pxIp74PU7jam0WE9rsVT1ra29XXU8Yy1enCiaGtfUIqW16bQeQdypVyWM+TTx+iz5X0U9oUtbj0BtWHfqXRFLwCquuEtlHGOb3AvQ9P3yvzGO+D7KOs92+dyFwAUpU+us6d+dRvh2Ch6fb1p+pytVQ7Oi2qZSo58z7lwnu425tD5m9FrDHSQZzAYDAbDhpAH1Aw+QMihhHe5ufKt6uNmfQR23sdSKvw6qPu6DHH6RGFfS2ZfcGCNLWP3VeFXoe4HNYuvTNX3k5Jex3z10tdkhFO3ZXbZ2fL6+ZWaI4+Fd/OFgNX1gw+YZoSHHuAWuqRGBF849N2Vnswe32XYr5W5UIgDPnxZUdtcciEQ0/HqR2e6MJDUvbpTIOBjms9piCOP3bC30SmFsK6yN6jo655IV3kKnefMeVM7XT9R94NM0Rem6isa4Myrsp7apivrTXV4R2ah2uXK0PdSbe94HOVbn7w0tE2vv7s86037qcBurMc3uvM2fU4hNNqgFTvGoGI4grwcVBOLOcJAdMPoy0vOZ4mvyMDeVi23dAGJcndqhFZrWx+7W1mvdxxDBXy1F265gxYaDGtgTx5jaKOrYeysyeXOZXGbqdE7LG5raa0ziPCo+rxPxj7oWX2dAZ7axxjcS2TwRQM6Ft3hGjz9enrofmcI9L6tc2nAb+V+9wBon/MJ7GRLXIlMPzkP5trrUlc7m6WtOv9GzqMx09oA1pWd7uYTQxHkGQwGg8GgEIw4XV+YI7r55pvFMcccI3bccUfRaDTE97///cz2E044Qa7Htze84Q2ZfZ555hnx7ne/WyxdulQsX75cvP/97xcbN24s/SZmg83SRQluuoe9auWIvJQb5vYP8K+Hm825yaBEddWw4Mq7iDuVvJKPb4UAGUORcpdOQ8J9bV2ZbAc/xplZeWRruW2QSfbA77xsFmvKnNVtoVDkNfiM261lJK/Hv51tFLHvmGL43qnvnteo2Nzjicd4/F6sKFGKLnMucFL4aNSsOu/pyzqUqp7K6tU5M1LhR7dcfV4OEgvlORrO13CbLwQ13UYmyG/atEnsv//+4uKLLzbuA0H98ccfT27f+ta3MtshwN9zzz3i2muvFVdffbW8cDjppJPKvQPpnLQlFt9FAjywUMza25q/lD698vqcZRdMQb9w0O71bPkigBNefNKD+qXTHaxib3MtNVegigm62Dbj3DfYFcF8BvsyFxdVL24WiqqH70+V/vj0OTq573glOGbI96J9Ljo2fTFQVEjne76zJU3RuugcLM/FUnAXie7gfA03Rp/S9UcddZS82TAxMSFWr15Nbvv9738vrrnmGvHrX/9avOxlL5PrvvKVr4g3vvGN4vOf/7xkCBgMBoPBqAPhiLfQ9eSS8sYbbxTbbbed2GuvvcTJJ58s1q5dm2y79dZbJUWvAjzg8MMPF81mU9x2223k8WZmZsSGDRsyt8z2zjPSRSn6r5tcQSqqHt+sVFR8A+MHuJFXp4jSMtFeNopera+j5UUKdaANx9aKQ71pEAjpIqFuOSoyQ2sCPUpQpCZzkiIgaVpfyt6QUdqU4L2grnGWXZXOr+tYVd6nkRExMCjkv1dJhzs7Pe82wPGm7ym/eh9lve2EIx/TKD1eFgPOI9GtfiMcfD7Uz5EmQxz6FiY8K5yh4XwNt/muyQcVb4OK2oV3QNUfe+yxYrfddhMPPvigOOecc2TmD8G91WqJNWvWyAuAzItot8XKlSvlNgoXXnihOP/8843P2emuS1yUJCWk98oD4t9TxnZRtX94XupIl7tYOR9Z3gY5RT12wpP3uy1rG516etnS73DD06k420Q647AaXWHv6X5XxsLWB1hpr7fTleqT92yp83HD81XdV51BvxB1+55R9CaUqOXrAR/fr4Omr9XlrqSyHk+e8ynnwTnDZwpdmda5wrR+kLWxzW5DyzFdL5cbc/J8zRjgIP+Od7wjWd53333FfvvtJ/bYYw+Z3R922GGljnn22WeLM844I7kPmfzOO+9cy+tlMBgMxvAi5D753mL33XcX22yzjXjggQdkkIda/ZNPPpnZp9PpSMW9qY4PNX642TAbRvRg3hRHiezyhjjJ84cNYerwljR8I/ayb5XvlVewZevJFbqBXGhYZs5nfOzhCG1PH/sK7ndljXFwz3zxx3oMrqnBCa9Ito4z3qpZfS/hW16opKD3FdvVRNNXKwGhNLuXgrv4aXwFd6bxsq5MX2X2VXvkZYZuyeqpnvjocXYTHHyenk8E3ELXWzz66KOyJr/DDjvI+wcffLBYv369uOOOO5J9rr/+ehEEgTjooINKP89suFneZNUnBIU90PapsBy30alWD0ppr9ro6HaRuM2OqMPj+jx1X6FUa5wPXHV5U23eWW/seLUhuWqfuGbqNjQx07S9qM/b1PZFa/Bqv36Zv1709fjsV7gOj4/pUYfX/33xfZeinmybM2hF8o/FjyE0KVQt3lSPN8GloSkJ0zlFPweZ6vDReS+rqsdtxVSLcbZlLm2dU+fddDlS1cMNztGMPg/y0M9+5513yhvgj3/8o1x++OGH5bYzzzxT/OpXvxJ/+tOfxHXXXSfe/OY3ixe84AXiyCOPlPu/+MUvlnX7E088Udx+++3iF7/4hTj11FMlzc/KegaDwWAMep/8zQ4/mTAMxcc+9jGZ/E5NTUnx+f33398TP5nCQf43v/mNOOCAA+QNALVyWIYXDMK6u+66S/zFX/yF2HPPPeWLOvDAA8W//uu/Zuj2K664QrzoRS+S9D20zr3qVa8S//iP/yiqYC7YLG/KEEcaLyQqe7pfnlr27Rv1VanaVK9KGVsWsucWBDsWlS4p/KEykCJGHzX1E1sz+zr65CnjFUf/vAtFMvSFyurLPK/P/lY1PYUa3rfdJMnODnnD9l32+V0Q2Tz87myiu0hoV41IVap6WxdP0a4g3znyLq8R1R8f9chHJjhwg3P0QrXQhRVvdfrJXHTRReLLX/6yuPTSS2VX2aJFi2QivHXr1tr9ZAoXVA899FB5FWLCT3/6U+cxQEl/5ZVXijqxJW7JmGltFTOxN/J02M6q6TXWOrvcMM6WbxWcSEcp7G2P0b3r9WUTrD726gTTrqEu7xhYA4DafGYGvTZnXqnzbbPlbZ72lNKerM9TNXHTesLfHgcxl+q+SA3eFECr1vCrXkD4BHYjigZ3jzq8y/zGuK1g21zhgTQV6/FF/OpxSU/51WNlfZWhNMbHEE521Az5bHKE98+eX1XrHADOxzNia+Y8PZ8Ia3CsC2v0k4H4+aUvfUmce+65kukGfOMb3xDbb7+9zPiB1a7TT6bnNfn5wlznKXmbbWxJ3ZVQJq9EIfKvLhBxTFxK6lH6xCWU4YO4JdOaot1XxylqcVsIcb3PmCGU7ZlHyJ5A68nmTdkYVXt31udN2bstqzegSK2+bLDFjy9zq/qc/RLgff6ts9tqyuATzYjlu1yxNz5xuetBLV4BzilkVq6fgxyT51yiO7xfdAx0Xs2cX9G5VwTyvAw3OEcPMjZofi3g4VIUUOKGdnGg6BWWLVsmNWnQal7WT2bogzyDwWAwGDpCUQNdH3dpQes2BGR1Aw+XolB+MJC5Y8B9ta2Mn8zITKED9aZq14jGGxYfO4tHzXY16l1d/TaxMQ6Mk8VmOIiWDwyjZiXtFi83HSY4VefL12KMQ21DwO101AhaTOW7WuiAljWNofWGiaIv0V5nM8wZlFa6Ilm/U5tQxJO+jrq8w/iGpOqr0vQ9MsCpMj/eZoxTRVUv/xKao4SiR8u+42Wj5egMB+fjhVTVB2F0q3oMwCOPPCKFcAqu1u5+wPAF+WCzmGlGJ5ZuOI1qRGHS5hHdh/+H3oNqUpc7FPBVfb4VpLX6VjcT9AGYnqfq8qqGpvbCffKmnnlnYLf1zKtfIq7N6wFf0ZOt/FckU3uvAFyft9bqtdq7V33e1ENvC/6GGfS+tfp+C/i1BnZXcDeVSDT41OF9afpaKHsfqt4V2MkMQjiDOXa5s/XGq/OHWjaJddX6sla2vkNpKNFy2j6nzqnR5DnATGPrvE6d6yWWLl2aCfJloPxgnnjiiaS1XN1/6UtfmuxT1E/GBKbrGQwGgzH0jndhxVtdAMt3CNTQYq4A9X2otYOPTN1+MkOXyYN6szseXUaD4GMmiDLn8WaLUH+qrD60zEeOFPaAVgEfe3zFXMb9rgwUFdgAtqFNCIA6sC0UoqVl8ACdtrd42WegsiBJw1uU9knGbvbBxzS+Ttn7ZO9kNk9l7zjD1LNsD2c8X/rellHXmd1XVdiXzuI9RXZFMvbcPhmTJFvLZUFFfdG2udw+ulg1NNP0seCujoE0RV3ukla5An71eCiNuk+p6qP16Tp8foXzbuJXLzoLoqpfSMe7jRs3SpdXBeUnAzX1XXbZRZx22mnik5/8pHjhC18og/5HP/pRqZh/y1vekvOTgTa7ubm50n4yQxfkZ+YeEzMTe0fLYk5Mh1FAiRT2DaGYLKkARd9vpRbtNPIWt5kaPbK4Tej6ZpAsqwCv1+XlNq02n7GxLRnw8YnDOLDGt52OCvhAV7bogJ+tvad2ty741uepljoXdW8camOyv7W11ykQAb8ofa9joR3xekLPW9b7dEnU0jLnQibo4wsDh7ud3KdbuW0OD6QpC0zf11GPj5aRFokI/EmZE3UYJVbhaDml68OklXmmsUWel0cJv/nNb8TrXve65L6avXL88ceLyy+/XHzkIx+RvfTQ9w4ZO3jFQMvc5ORkxk8GAjv4yYCq/rjjjpO99UUxdEGewWAwGAyFoIY++aBmPxlwwbvgggvkrdd+MkMZ5LeE0bz5TmPbROHZDVu5C28sGmlRxjhyOE1IescA5dVUdJRU4GdHzeLM3keAh8U0RYxxGiYGQFGEopnP8BWnptP2NqW9Q13vVNojc5yiIrwyantv6l6tA5QQ5Jmy4jLZfS9RaDSsSz3vKbIr61yoZ/CFxHbIoz59jKe5TVlFvaE3PtrfTPMWMcBRyzbRHeW/gV3u9HXRS6dlWXh2B+VXr6+XbxXR9XJ+SNzlpM7HC4WwhGMddYxBxVAG+a3dZxP3O1DYA1KL2zSwQ+scIFqXV9qnw2xiWl4OvYmXoeKE6fpkfZCbLz9ftXlnOx1YbeqtdL5Ke52yl4/Ra+/m+rzeUudTn7ep7aNj2+vxtVH3HvS9K6jOZ9AvPOvdty2uIkVfZF2v6/CFqHoPRb2sx3d63zZHGeDogPNP0fnxkbFX6vRps67Fy7hbSVnZyvsilKp6fD5mLAyGMsgzGAwGg7FQdH0/YSiDvM3HXleD5pZBWGK54E5FeEEyX75LGONQHvc+xjgAah8Kiurz7pmnaPsqSnub6t4TNhGerrb3EeFRFH0p6h5QU1Zvy66rZvilsvaq1LxjmykzLyq207P40mK7MuY3nop6Cq7eeJ2q94Wi5H0Fd3idTXCnr6Og29ialvvFrx4jDKNb1WMMKoYyyCt/5NnJyMcekHrYx1/WZqoMhaBuc7+Durx8jMn9Dih6zRhH7VfUGEft42OMY6zHO9rpSAc8l9LeYo5jU9qr+rxpeA19LPsQG1trnYmit1L3pmDuqtWXDPi1Buky8HWsm8cA76ukJ0EEfy+aXkdJRT096dGvbc7XAMeEKgY4psmayfx4h8sdngGC/erl/divHrDQfvWBtASr2EJX8fELiaEM8gpbgmfFTGNbuTwTTohpJL6DL2e2nqTW52tR+lQ63f2O6plXdTDfnnm55JnBU9Cv7ql2Osgwcg54viI8PZsHaHa3tvq8zfI2t95DiFdrVu/K3n2yeyp4lgj6taOIBW3JwF5n9u4S2vWkDu/K4n3EdqB3MQRj3DZnysJ9gYO+qzcer7PV4k1T56iafPZ8mPbJK9HdTBh9VjONGXn+ZSw8hjrIMxgMBmO0EdToXT+IGOogv7mzVsyM7SSXu+Fi6cI0HtP1E5pbk0Jk6hBntY7avM0YxzawRkE3wKFoOd92ukabZgEge5CUPYCg7Ssp7Wuoyetz5+XrIhT3lGkORd1TRjnR49zrvSh6HwrflUX3KsMvmrUr+BjzePrQF1lPUfRl1PSlgTP2sop68rgNN00ft8kVaZujzg9qXVUDHBvkfto5Uv1Vy7NBmHG5A2X95rm1oi8Q1lBT5yDfn9gy+7DYPL67XJ4Ry6T7XVIzMrjf4da6qH8+P5UOIHvhE3orzPXM6wNrFHBNX+95rdpKR1GBOm2fUPaAdgERHqboqfq8wwnPaHlLQD2eDOwO6r5oTd4qyvOl8G371RmM64Kv214N9LxpvY2i19e5RHYkVe/bLgdQ3+eyYjsHVY/FdnW2zennD0pkRwrvkvNW0zp1jqrFUy530XJUj1dC582N5+T5l7HwGOogz2AwGIzRRsDCu+GGEn+AAE+J7/LuTPqgBVp4pxvjqOtoYAVajawxDh5YoyC3YWc7i5c9ho/S3kXZk0r72BwneqxDaY8z+jIiPE1tbxPh6dty2XsJ6t623krfFxHe6ZlvP8yUL+qRXyJ7r5uit7bKzYfYzldR3ymuqNcd7lyKeuxkRzEB1AAaWGczwMn6z2cNcHyEdzirx0JmEN2B4A7QT6K7kFvohhtQlwdAbV7V5QFQm4e6fNmeedxaB/R80k4X1+ApW1tbO53ct4K6vojS3to3L98QEeBdw2tK1udtrXWuQTYu+9syNXljq12ZmrwpYPYq+JcdeuPxuCJOdcb1BSj6IgG+J3V4T/taAEXV16moz7yEwFyjJ93vNLo+R9FbavI+vfFQiweoerxyueubejxj+IM8g8FgMEYXATveDTeU+AMEeEp8B/AxxoGhNUp8p2fvwGanFFa2Z15eHccXyC2tR97UM4+vzLGK3qW0J4fWuJT2GmUvt2HKHmcs8EZtw2t8RXgGX/vkNVuo+8x7c1D3VA99GeFdIQq/aIa+wGNmfZ+/DnreN4u3Gt44MniKqvcW21HbMxk9Sl2xor5TXlEvl2Oq3kdRj9fn3oahNz6h8YGGh+zf0BtvGkgTlTAbXgY40WMi0R0I7gD9JLoLuIVuNKCMcaAuD4Da/Ez8Lzeu1ZnS33RoMYJAdXeinU63uQXoAV5vezE54NWutDdMqPN2witRn7e54ZFwGOX4qu7lfo5avSugOwP+ENXkywR20zbfFjlfw5v84xagDu8xaa5uRT0GrtHrbXJl2uZ0Axx9Wb+P9Utw/kyW43p8P9XiGSMW5BkMBoMxeghraHMf4ER+dIL8xrknxKbx1WI6jIxIZoK2GG9GV9mzXSHG44tbWFa6M2WM02lkvex9euZ1L3sF2wjanM2th9K+iDlOIrhDg2ySdS67Wyy8KyLCi5d9R9Im+xiMcvB2E3Uf7VNckOfapm837eOVRdeZ5Veg/13z3ktR9iUyeFJIZ8nwnVm8KYO3+dN72tdSYrtIYGfolbfMjPdR1NtsbCkLWyqj9+2Nl29RnueyHUdwXqSWlZAZqPpNjY1i4+wTot8QSLq+YgvdAEf5kQnyM3OPidmJPcVMIzoJzATjYjr+wsOXejaOia0G9mOGeny+pc6nnQ572atIbJtOVzdtT024yk2pA5rRVZ/XKXvf+rxO3VuMcqytdYb2Ol11X9Q0p46A77tPv9XlqwR21/YytXebil7fXomiL1KHR7DV4SlgRX3RSXM2qOBvmzaXBuxybXN4OS1hpstwnkzb5sDlTnnVz8mBNHCe7TeE3EI3OtjYfVosaa6Qy91wOq3JN6PaOz2sJhXo6ely5ipYa6eDVjoFWAfQp9Nh2AbX2ER4RSbU6cIgPaMn6/MQ8iGbd1ne4uwdZ/UuWLL6XKCX+9G99EX66ZP3SAT8KsHcFPwKBf8a4QrWRfctkrn7BPi6sncnTMHdVoePTwLGOjyRxZuEd7ZJcz5iO9sgGte0OT3g47Y5XHfPHD/O4ulzIhonCzX5mMiG1jk4vzL6DyMV5BkMBoMxWgi4hW50sGHmIbFserVcnhFLxEQQ1+TBGIdop4NlRdkD9HY6lZVTI2gxLa+upPEIWrWtV5Q9ra7v+g2v6RTwtc8sI4o+2bdjd8NL9nPMoPeg7m3K++Q9e4ysLZqxuzJ134zaN+MvkqFXPUbV7N203kXR431cGTxJ1ZM+9IYs3uVPb5gXb8vccR2+KnCGbxpEY3O4w+twmVHe19rm8HK2VS5dVgY4s0GQ8aqH82s/ImS6fnQQBM+JLeEGuby5sUJMxD3zpnY6qD9BbEt7Qek2kxYS4UlBHrTTNVMHPIVubH1LDa5xzpo3iPBME+pIut7mhAcnrfiZ5Hq9Pq/3zufoemJanXyj2Zq8sT4vt5ln0CfvgXDGo47lW6t3tdvp8BHjmfabj+Bd9dhF6u1FW+N8KHp9uy3AF67D24K7Rz+8pOqJOryi6k0B3TZprorYTqfqMxR9pk8eCYYz/fIm69roPiQ/rra5zY1o2BKcV+H8yug/jFSQZzAYDMZoIWC6frTw3Nwa+Xf52PZixtBOp5hp6WqHHPBs7XQquY2uiLMOeFhpbxpco/alUNTTHjIGHyc8LCJyifCMc+epdjpKhOczyCZ5fH48rdEZT8HQZlek1c4lzPPyttf2m08hXlkmoM7svQ4FvW1srHcWb1PS+6rpPcR2vs52RYHHydpmxrtoerVeN7cxtc0ly2iMLDCaprY55VWvzqv9iLAGxzum6wcIym7xubGdxXRjcdJONxH/KMab2Ra6vNre3k4HMTyh7AHNppWyl+sstL3L7pZS11NUPdXOkwnsWn1e75/Pqe2jDyhL3Svo9XlHD72Rujc44/nW6n3pe2q9jxK/bADvJS1fx/PaAnsRar5o7b0nFL1ehzcF926YDe5UP7yhDq+oele7HNUX72tfi6l607x4SlGvqHq1zdU2h5epaXNQj8dtc8+JZ/rOxpYx4kGewWAwGKODkB3vRhObuk+LmdZ2cnk2nBSdsJ1cqeojaDM9oorSatgH16SKelppDwlyUxPqUG54OpItxCx6kwhPaBm+ydfeNnfe6Ibn2z9vM8qJl/OOdwWG2liU95ljGhT4eH0ZGr+feuXLMAVlsnfTNuMY2CIUfdUs3tYPb+iJT7e558Tb/OkpZzs9W9ehi+1MinrsUQ+ZPTVC1kXVk4p6zeHONFK2E4ZiNmb8gKqH82i/I+ABNaOJDVvvE0sX7yCXF4lFYjaIgsBEsyFmuko1L0SrCw520WNmoL4e0/C2wTWKspfbDEp7yu6WCu6menyRWfQ5VT2qzeMTl662zwyxMU2rw9S9sLTWUUY5FupePpfBGS957ejCINlfq9PbKH5TsMfbqO2mgFgm+C8EXAG9TGCvpfbucrIrS9HjZUNwl1S9rqQ3DJ+J9m9Z6/AuKKreRM1TdXe9XS7ncqcp6vF61yAa+Avnt2S5m7qAznTTDiPcNvdcY508jzL6GyMb5BkMBoMx/Ai5T350oWwYNzVXiOkgysLGg6a0uU2vdHVLR+GltDfNmnd52uuiPNOVvq8ITy7jzD3XK58fVuNteYv753WzHL1/3tfjXi3r2Tei7pPXSAjyfKxwk/ehGej4ZPWmfcpm+P2QsTvnuTv2KUvP5zL4OrN4m9mNfAzREy/Mw2fI9cifXv9d6fa1+rLK4in7Wj3Dx+I6l0d9+vay1rUuRT11nkvvg9gutq8Nu2JTc5NcHhQb24Bb6EYXyqEJXPA2i0VyGVzwlAmEourhr7zfiCj7aDmwK+2Va55FaY897XNmOAbKz9cJj1LkUyY5+OSkq+1xfZ6aVpdprdPNcnRXPJfHvU7dy8cahtokz5PW6o30vXxMcQo/8xlZavfU9rLB1vdioEjw7kVQ72Vgzz3GNgPel6J3Gd7IbXklPU3Lmyl5Ux3eF1QdXj8P5CbPWRT1ar2Poh7Oa8lyTNUDTQ+AejzQ9IDNYka62wH61eFOR8A1+dGFcmjaGKwVSxvR4JqZcEJm83hwDZnJO0V48cVAiMV2gZxQp9CNa/UqChv75EsMr6Ha6Kj+eVWfN7nhJa11sRBPZvXqWXFrncsVz2R/a8rq5WP9rXALtdolr3HcKtBLj1Ms07ft2+vgXSaY1x3YTfvbau+1B3iqVa5AgNdFdtFjsq52+ghZUz+8bQiNzdlO7odq7bAc5Grv6bY0K8fZerOQ2A4v40E0kMHL5caMPF9Gz8kOd4OAkQ7yDAaDwRhuhNxCx3h25k9i8dQquTzRncgMrsHq+qJKe729DtJodXUsFfjq6r2ZH17jUt0n2+O/RUxyyBY6i+LeZZTjRd1THvc26l4+1qy8z9XqDfQ9+RjPmj31GB8637ZvHRl/kWNXebwxc+9l9i73sbjV1UzRU0p6U6ucr5reVYfH613OdnrLnPyb0PJom8zYCWOc+Hzkq6gHKKoeD6IBmh6woblOPLvlT2KQEDBdz+h01yUUFND2QNljEZ5prvKMqt03CBFeTLHjCXXwE1WUWqulDYtANL5vz7ytPm+qybuEeOpiwNpap/fQ+1D3PpPr8AncIcpzueRF2+neet+avfUxNdL1VQN2nceuI7D7Bnh6WI3DotY3wHtQ9NnjuVvlbNPlTP3wzhY5Qx0+E+g16p4cNhOfV3QHTkXVU2K7GStdnxXbAU0PgPMknC8ZgwMO8gwGg8EYWoTcQsdQlD0AaHug7LHSHqvr8bK68pX7NDU6DI+eRcuKO5e0fZwgJ054lpa6oiK8JiW86zatanvsvW1trdONcjRXPJK6d42nxZmZy+8e7eei7+VrJih8L2Fechx/On9w6HpLxq5QQoRXOXvX79sGzVSg6G00va1VjlqvsnhT1m7yp/cV29la5tJWOd27Ptsyhyl61T2UUddr5je6oh5oesCgUfUAbqFjSCgKCuio6eYSuQy980DZw7x4ANjdJoEdTasDCmxW+4GPJ/3wKXUmafsk4BNOePGflt4zjwJ7lfq8rrjX1fZJzZ4YZEP20Btm0Fup++jd02/AxwpX7kcEfxN97xHwXXR8LtjlWurogGcK/vNL13sEc0CFGr1P3b1w7d3HotYybMYrwCOKXp8qh1vl8O/BZ7qc75x414S53Pz4OJAbne00RX20DwTvZlJ7h/MUHjyDp8ulSUuYUdRDX7wqZzJVP3jgIM9gMBiMoUVQg3COM/khwrqtD4jF05HSHgxygLIHP3tFaSVK+0ZKb0XUfZhxwqOG12BBXkTPx4K8WHSXuOE5Rs+6YOuf19X2KhuhMnqcuajsvTR1bxpqYxPkYeW9S5AX3zcr6WnHPJswjzyOR2ZvO5YN/pl/seOSqKiuJ01tfOh50gzHQM9XyOJ9KXpTFm8yu8EUPV6vU/Euil5l8WTGrvnVZwV26DFSOJcV2FHLeWc7paJPe+ax+Q2cy7CiHsxv1m15QAwqQm6hY2CAwcOz3TVyGWj7iWAM1eEboo1q8qrMPAtBPVHXu4fXmOrzuKXOpz7vGkyTvCd0wrLW5A2tdborXhnq3jjUxlarpyh6qtWuSMDXg47Wdpfubw78zqCvw1tlX0PwxihQBnA9t49TXem6e5Xae0WKPllvcLNztcpRxjb491Zk+IyrDq8CvKkObxtCg9X1SU0+iII7YBa1zG3uBmJzOJfY18L5kI1vBhcc5BkMBoMxtAhTjXOlYwwqOMgTWL/lbvl38eJtxERjUozH5jgTsm++ke+TbwK9FS23pZqeHl4zi8V1hAgP+9qbRHi5PnrLABu5ncj2kwzEMMiGGk1LedzbqPtkfWyYYxxq46LuffrpCREeJcpL3r9DnBftn80mXZR+7rgYPRTWlUGprL2ooU1R5Ty1XR8sUySL141uClL0umWta/CMDpvYDm83md7oYju1j01sBwK7/PqIqsedQGoZ98nDx6ky+ZmgKzY1tspRsvh8ONAtdKL6MQYVHOQt2NB5XEy3lohF4aS8PxO0xLgK5tj9jnDCIx3wHPV57Gvvqs/bKPzM/pTaHgV90jSHMMuhPO5t1H3O697UXmei7gG+rXYmBT5F95cI+K6gTx23bL29DhSl/Z1BvWpgr4ueL0DR24K7/OsI8GTgtgyeKVKHx1S9zfQmWa/50/vU4fXzD+Vsh9X1kaI++o3Piq7Y3Ngoz3/DgIBb6BgmbNh6n1i0aBsx3VicZNVpfb4pWonjXfpjiSbVwfp8EIa2Olt93mR5i79hvsHdt7VO1eRVD70gxHnZwF4sq1c2uMlQG03EApV8Eq7MHkCJ83zq9Wi9sd5O1O59AiMV/HtSby8Br2BetNYu9zeJ8CyBXd9OjYPV3evkMQr0v8v1fm1y0f18Zo5b5fReeF1o55O969m6PnxGPcZmXeuqw+stczhjh/NUmtVHw2eSOnwQfYgyixfPyPMfY/DBQZ7BYDAYQ4tA1uSr8e3sXT/EWD/3iJgaWyqXJ8Kx3PCaxAkvrsHD1THVUudTnzfNnU/2Mwyx8QVJ3cd/dZW9rsDXs3m1n4m6T9br8+h9THNUrV6n723e9656Pd5HweCH76TyS2T4Ptn+vGXqGM76fA+z9xrp+WS9Y9iML0VPzYZ3Gd74UvTJMjF8xlSHj5Ybherw6iPDLneRuj56Hn0IzYyI/q03NNbL896wIOQWOoYNW2YfFhvHVsvlRY3FMtADsBMers9DXKJa6nzq86a586YhNjpahJWtDhzAMTI1eZg8p4nzqAl2NureOo/exwoXi/IApla7ZHuFgO9Ruze3z/kF/8rBuCo8ywX2ATUlAzu1j6+oriRFbwvu0Tp7gMcUvYJPL7wLmJI3tdBhVztqTrxvHV5+FHGAh3Y5AAT4bB0+HUKzubFFLm8Ua+V5jzEc4CDPYDAYjCGn66uB6fohx9Nbfi//Tk0vTYbXAFXfboyldD0aO4tb6iLYRXig2oejmubOK3TB697wbZVDbjyyCUpZb2u7U5m/TYin9qOQm0dPtdgl69Hj8D1Tq528r2X1LhW+PB6RwTsEeoUH1JQR2vkq8GsQ8fkNqPHM3OvI3qu41xkU9GoffVxsul82WzdR9K7Z8Pp+NrFdsq+mrneJ7ZJ9pKiu5SW2i9ZHorv0fiq2g0x+c/zvhofQPL05Ot8NC8L4v6rHGFRwkPeAcnta13lETLSmEqW9qs9LpT0xqU7dd9XngaqXKtn4nAf+aKqzehyeQqnwJa2vXpQobX2LAzbVZ09R97hG7wI1j17dp5T3Xi55FKiAb1LhuwK+vp/al1qPt3kGTK8WupoU+IWV/LbygW1bDwO7QtkA75oHr+7jv0UpenycInV4Sl2P6/DY1W6220p1PN1WdviMow4vHxNELXNUHR5a5jbHZ5oNzWfl+S16fna3GyZwkGcwGAzG0CJgup5RtG8eAE544GsPaDXGciI87Guv8l9skqOoNZW5R1S950jaGvvncZ+8vk2up4R4lLpeZu9NYmytuYRgFeTp9L3JQKfOrN6V2avHmLbh7X3YJ2/Nystm7tRjbD3vFcR1pgyeEtlRFL2exetOdkUpel1Nb+uH12l4lcXrVLzPCNkks0cUfWY2fNDM+dNTYjvoi1diu2Huiw9G3AynUGS48MILxctf/nKxZMkSsd1224m3vOUt4r77sl+MrVu3ilNOOUWsWrVKLF68WBx33HHiiSeeyOzz8MMPi6OPPlpMT0/L45x55pmisxCK4xJ4euY/5A3qV1DHkrduR/541A8oqnuBy1RUD1M3uA/1MrjhwRGyxQVoOXU//mFHt9jlKmiIuW47ORmkFpfxLT6Z4NYcXPeTt5huVI9RVGSWjkyNPfDgjcz9TjNDbeonTKVWTm42pTOcqOObrJ/GN4kOCvjgYqa+IvhDxUEDBw4IKupG3ZfrOtmbPHYnf8PQH0PZtha5VUXZ5/LZx/Q5UI8hP1/93yDM/jsR/45UgM98L/D3BdrgED2PA3z2+wd1efP3VQV4/XuermuRAV7ti2fDqwAPvztMyWM1vbzpv9+gKX/f0W88/t2joK7OCZnzROb80TSfc+I6fHRuiurw8hbX4eEG5zTGcKJQkL/ppptkAP/Vr34lrr32WjE3NyeOOOIIsWlTNK0IcPrpp4sf/vCH4rvf/a7c/7HHHhPHHntssr3b7coAPzs7K375y1+Kr3/96+Lyyy8XH/vYx+p9ZwwGg8EYeYRhWMttUNEIK7z6p556SmbiEMxf85rXiGeffVZsu+224sorrxRve9vb5D5/+MMfxItf/GJx6623ile+8pXiJz/5iXjTm94kg//2228v97n00kvFWWedJY83Pu4ey7lhwwaxbNkyRTiLhcDyqX3Eds3d5PKKYIVY0YwEedOtpphqNcV0zNpOtYSYgGZ5qagPxXRMScPyeLwMQ21AbT8eU9xA/U804+XM+nQZhHawTXncj7c6ifgO+uWT5WaQW6+U881WN3k8rMOGOHgf07bMunZ2H7Ws1PeZbXE/fULPY997+YFkv5J4P1xgSih8BUXjJ/sS3w1F25vuZ7ZZqlmY1nehR+Y3TvgyBSYa3nWMirR8IXFdBQW9yeQGr6OydB+KHu/joujx+lnEysljAMUeHxsy+GRZU9PDemWAI3vg49cG9PxmtKz86bd0hdjcgb9BYl+7Logo+nXNdeLJ4I8LOIQGvguBjBtLl0aGY3VCxYk/X3SiGGv4jXs2YS6cFddu+v969lp7iUpnH3jDgJUrV8q/d9xxh8zuDz/88GSfF73oRWKXXXZJgjz83XfffZMADzjyyCPFySefLO655x5xwAEH5J5nZmZG3vA/3kIDfhRTi5YZ6/N47ry6EIl87TPV7mixFdBq+3g3V2udj1FOVdU9tS1T0+80vfzudeU9haTdzlKvl+vxY7BjHsBmpmOq26t1PjV5U2Ckgn+/lKJswbxsUPcJ7AVU80Va4+j1fj70eJs+Tc6lopdvh6jBm2bD2wxvbK1y0UeZV9NDcAfI0l9ce4fzSlKTR2p6NSfeVIcf9AlzPgjDGlroBjiTLx0ZgiAQp512mjjkkEPEPvvsI9etWbNGZuLLly/P7AsBHbapfXCAV9vVNpMWAK7I1G3nnXcu+7IZDAaDwRgZlM7koTZ/9913i1tuuUX0GmeffbY444wzMpl8PwR6JVYZn5zKmeQo5hhMctRypHBFpjmJ/igdBan3ycNlmFTbA4DSI/rnXUY5vVDdy216hh9nSUWuHI1WuLifXjfQMdjiRseLdyqa1Zsye7VewdEz75Utl6X9KRR9vkJKe8/MvUz2Lh/jzt6jxxWzqMXrqFnwaj2VwRel6E3GNibqXje8ofrho2w9VdDranpsX5tk9VLUm37sSV88EtvlTG+2jobYLqxBHR+OWpA/9dRTxdVXXy1uvvlmsdNOOyXrV69eLQV169evz2TzoK6HbWqf22+/PXM8pb5X++iYmJiQt37DXOcp0iSn3QVf+9goB/naQ4AHNzyA7ogH9XnsXqUqSEDVz3Sjf6aJViffWqdouU5bjLfjs2YNwV4P5pltmhsetT/VZufrkpffnzbQkdvwq0MDb6LHeQR8V9Cn1uNtvgHTVJcvG6RtKFoeMAVz2zYqqFcJ7AVmv6ePLxbcTSY3Li/6MmNjSYoeau2d6HugAjzVKge/d0zRJ0NokJJe7ieV86kBTsbVDrXMbe52SdMbdf4adgRhWMMUunA0gjzUJT74wQ+Kq666Stx4441it90i4ZnCgQceKMbGxsR1110nW+cA0GIHLXMHH3ywvA9/P/WpT4knn3xSivYAoNQHMcPee+8tBhHQXzoZ1+dbzbZoB62M610SAttZN7ws0hPZBLK8hSt8JbaDH78M9LFwZxzOmHEPvW0GfRXojnemV42360+PmQHfwG4Ctse1BnzD1Xdufj0V9Km+e5+MX9+nn+ryrtfr3O7O1F1BvUhgx/u6AnvR2nuyD7qvz4NP15ebKOdlVyuz73bK5qHlVISn9b9rlrVJTR7V4XWh3eZwTmxoRi5268UTQ9sPz6ihJg8U/Te/+U2pnodeeaihw23LlkjIAfXy97///ZJav+GGG6QQ733ve58M7CC6A0DLHQTz97znPeLf//3fxU9/+lNx7rnnymP3Y7bOYDAYjMH3rg8r/lcEH//4x0Wj0cjcQIRexE9mQTL5Sy65RP499NBDM+svu+wyccIJJ8jlL37xi6LZbMoXDYp4UM5/9atfTfZttVqS6gc1PQT/RYsWieOPP15ccMEFYpDx5KaoBDG++FCptgfa3uSGFyFdjowrwoS6k/728ePxIBu5L1LgJ9m8vA9GIfE/J9D2VIpdAa7D6XV8vVZPXU1ilzxKgW+q13tl9dgLX26P/uTofD0bpdz05OMRA2PL8F379APKZO2WGQKu7L1IO5y+r28W71N7x8fA9Ly6T2X8RZzsTBS9Wp7rAA2vHhNl8ZQPvT54RtXdI5Oc7Ohq1Spnc7Xb1NgqnmtEdfgnN2ZLpaOAYIEc717ykpeIn//858n9NirZgZ/Mj370I+knA8kxlMDBT+YXv/iFWHC63oXJyUlx8cUXy5sJu+66q/jxj38shhFrZ/+faI23Rbu72jqtDpC2hivrW1ThjoNaC1F3QNurnlnJeWgz6BPqHoK9qs/XSN3rhwMqH58oqTq+fnEAtfrKlL0t4KO2uyIB3xj0bZS+q6Zv3L/a+zeiyIWF7f0UDeryePMf2Kllyp6Wqq9TAR7X3tNt7mEzrolyENzlMq7Baxa18LvGJbrMPHjc/44sa6P2OOGcLreu+ZQ8LzHmFxDUKZ0ZtJ5/7Wtfk4z461//+iRRBj8ZMJpTrHddqN5czWAwGAxGnyIQYS031dmFb9i/Rcf9998vdtxxR7H77ruLd7/73VKb5uMnUzd4QE3N2DL7sFjXnMqp7SOg7KUNdL3KbOALlA6yyTanRUK8nAgvnkGfbakL+oK6p/YxCfSqQs/qMxQ+0X4X7aO9cltmLyzZfZGs2Ifurws+rwfDNMrXlLXL5ygmqOt19o7XuwR20d/8Plhgl+7v72TnQ9HrLXO6m51axrPhseENbpVTvvSAzZ1QbIn/HSk1PZyXRhVBjep6vXX7vPPOk/V3HQcddJC0a99rr73E448/Ls4//3zx6le/Wrad+/jJ1AkO8j0AqFfHpqczavu0Zz6u1Wv1eQhFaTk47aFXVF2iutdd8RRdpwL9PFP3ggrehCsevk8+RlPgm+r1NuC59dHjuvlg46rdJ/uZA5yR1q96IdAL+LxOWzAvQsfXFNjT7Xm1u8mWVsHU++6joKcuAIo42flQ9Niu1jQbXqno9V542f/eNbfKwXx4AFbTrw0fZTV9jXjkkUcytrYmsfhRRx2VLO+3334y6EOZ+jvf+Y6YmooSwPkC0/UMBoPBGFqENarrIcDjm29HGGTte+65p3jggQcyfjIY2E+mTnAm3yOs3fxb+Xd80bRoK943WBz72eX756XansiyJ6RfPT2Dflbjwb2p+x4MR7Yd1id7Nynwdfhm9cbHa3S+TuWn+xnejSXDj15f8Sx6vuDM1gGGfXyydlfmXiR7x9tt1LxcZ1DPR3/9FfRYYJdsK+Bk50vRy48OsnrCzS7fG5/2wkfCO3M//HNBTNE3Nor14snMeWiUEaCaepVjVMHGjRvFgw8+KFvHffxk6gQH+R7jqa33itZUrK4P2sbWOrnOYZQDrng2+1sf6r4LU+0KOOPBiUxNsauzVq/2s10AVAn4QNXnaHldka9Z55rU+fjxpiAYPdYzkOZea/HHlHmeBI7HkgFdPo7+froCO97HN7CXoebxOp8BM+ljzFPk8L4uJzvd6MZE0QNUgFdudtiu1mV4Y2uVA4Ca/qkt9+Y+51FFsABB/sMf/rA45phjJEUPE1ehdg/t4+985zszfjIw3A0YATCZw34ydYKDPIPBYDAYNeLRRx+VAX3t2rVy/PqrXvUq2R4Hyz5+MnWCg3yP0emuS3pU9f759OOXxLUmxKMQedwnalzkce9N3cO2mL6X8+jj4TetIEgyEcjcAzS3vihM2bnN+972uPmg8Y2ZPSHWyz3OJ8vPHK/GrByjwHFs76dq5k6NEtb/bYqo5qlM3TeDt1nU4vWFR8Uiel4fNuOi6NVjZDaPjG0oT3o8G15l8ZsTFX2Q64cHwPkGzjuMCGUc66hjFMG3v/3tyn4ydYGD/DxAta9Aa12rFVH3IlglRHdSLiZT65IhLPA/P497ddKwUfdK0Z943ZORt3it3ofKdx3WJ7BXbbvTZ9hjJz2vxxNteb4XAOlrQO+ixzb2vu/LFshNwdp0fFdgx0E9t61EzV1fbwruPu51cluJKXKZCwFE0etOdqaJcnqrnMuTfksnnSoHgAD/nIgo+meaa5PBM6PcLmcK0ME8B/l+Agf5eQS0sjTj+ny7mdbnoz769OSFXfFcwT7podey+m7cg6+c8UxDbYhDVhbmwYkU2uj0w4p5CPhJG54WVGwwBX2qjq8/xhYki14I1A6f12YJ5nKb4XXns3l7rb1oYHfV3KNld+scDux4Pc7Qq2TvpmEzlJOdPlEOt8pZs3c0NhZ64aEPHgC98NAHD3gmeIRb5RgkOMgzGAwGY2gRNALRgNHcVY7Ri5akeQIH+XnG+i13y7+t6TGUOa+IqfusI14KN3WvlPqAcZS9K2c8PNRG1eGjer3hsJbvtMpSoKZfFPBIlSWprNu0X69p/F6jULbfI9iy9GQfC8tgpuzNNXbjPgWyd7zeN3vH66jxsPK+gYa3bbNR9LjujjN27GRnapPzoejhL7jZAVQWvyFUKvp10uwGn1cYeQQizI+YLnGMQQUH+QUC9K+2FsWtdc12FLHiGn2xYE+318FgG32oTStsRvPo1UlHXhzE7XvyhNUxUvdYlNcyBGcVvPXtOn2Pn8LnMqFIwJ+PYK+35/m47y00XK/XN5j7UPGmdUUCO14fOPY11d3VNhy8k/WWATPqOBRFP6coeSSuUwEez4Onhs1QbXIuil63q4UAj2fDcx88wwUO8gwGg8EYWoRxp3zVYwwqOMj3wQx6segVQjSfl3jcR2Lu4tS9aq+DjIEaaiO3ddtRNg+ADCXJ2IPk6xAEgTTNwW12rYo1LRN8RXmu/W2awVKK/Bpa8voJLlbB9V5dmTv1eJy56/uUUcyb9jWNhqVEdAq+A2YogV1unziLz7bD5YfNUG1yvhQ99qRfK/4ze/5gWBHIs2ZVun5wwUG+DwA/1taiQ1CkWh4H+nLUPa7PyzY7RaM3woi+j2nFdiNAtH6+n544dG59cgJtdcl2Othuovf1+n4dAZ8K6Ka30guk6v7+u0CwBXJXN4IrqOsBndynQGDH630CO95OKefVY2zUvav2but/1wO7adiMXoP3oeghuAOeaa6XdrUc3BlFwEGewWAwGEOLgNX1jH7A45t+IQRk8zLDBhP0xaWpexhqg0fUtuPMfjzO6hNVvME0B+j51PteOzgMzImPDS55JoW9SYHv64VfNqv3oeurZPZ4BO6gwed1G4V2jsydpOt1J7wC2btNWEc9xmZsk+xn6X/H++oUPfaet5ncJKI6uS0V2BmHzfhS9I2NchmyeHmeYBQO0I2KQZqDPKMWrNl0W7Sw6CAhxI7RMgR7K3VPB/r0WqAJ0ThaDJoRZe8wzYH9lHseqO9BeQ91egDU6qmLBBdFj9X5JqgTt67ELxLwy9D1ddXx6wRoAjDquLDw0RiY9nEFdT2gu/ZxBXa83hTYbXV3ythG367T8z61d5vJjboPAV5dZEMwTwI+NWzGQdFDgH+68Vj2/MAohGDEg/xCn8sYDAaDwWD0CJzJ9xHCuE9dXrHLbB58VLaLhHgEdd9tNtC/YDajVxk6HujabYY5v3tsmhP1ykeCvGTqfVMbV2tIi4HCB/q+iEmOTZRn661P9jE8Tu5nsNW1vAXrPglg7r2WZc8H6lD6245BCedsj7VR8dQ+OAvXt5lofJMlrStD9zG2wfvaBszILD1+HiWwo0xuMip6nLHLbdHz6UI75UVPUfQgslMUvcrg1fmBUQwht9Ax+g3wY05qb0h13wmW5A1zYjc1OA8lJ6AmmiePOHWlpMfqe7wubbWDwnu6HWr1ybS6mL6nWu2owriqweNgTtXrfQM+PDZ5XLeZTLSDx9sc9IrS9fjYuddT4Nhl0Yv2PVsgN9L0Ju96D7reVynvUsv7BvaixjY6Pa+b2+i1d5uCHrfHQVBPBs9IT3uBavLRMqxTXvQA7GQHbXIQ3AFcg6+OgIV3jH4G/Mi70EcPaD4vjTCxDa7KErKZPCyHaBm31mX76XVRntyvGeRr9eqkqTJ7uUxPtOsKfFEQFGqp892HginLDywBW38cRlAikPtY9i4EXBcNvsHctL8pMOvHqSuw48fbhs3gwJ57jJa5+9TeKXGdblEbjYFWwrsouEePie4DYFwsTJNT2Tt2soM+eG6TY9QFDvIMBoPBGFqEMg9nup4xIM543eb20XKwQnQ642K6pf4J08wiO48eMnVFyasjosxeU96bavVQp8f0fbQcZLzvlQI/o6CPqwW2lrrcYxxe+F7Qsnc9s5fPGW/3UfXrr8uVqfebotWUqTtr9Q4antrHRMkXyd7lvganutw6omWuiLGNytB1cxtT7T3ap5EzuVHZe5TZ5yn6zR04hqLnAzkPHsbFqmEz4EUP4Cy+XoSiK8KKv0g4xqCCg/wAAX783ekD0rJ5sAzV6FNbTdiozp+wLm6/FRMtqs0uFeWZavW5ejtqtcvY4iJxXnLSjVvukuCOAr7eM+8b8PF+OGCbxHrxC0n2S56P3jPdbgj+cp3jsUU0Ar2ET23fdAGgB/NeB3W5v4eYTu1H1eQV7U4+xtEap/e9J9uIATNYXCcDvsWidib+GmzpwhApFeQ74jmxNZkHD9PkeNgMoxfgIM9gMBiMoUUgL+dZeMcYEKir/e7UnOg0dxYiWBXd706Ibpj+cyZZPeGQp7aNNyGrSGl4kyAPm+OAIA+32qUZv6bAl8fO/7akKA9l9QpUVq/uZxT1BWDLxClKv0j27Tx2fPxon6DvKPp0H3+q3kdRb8rci2Tvuloe7+dSzav1RYxtFD3vK7CjFPTyvsGHPkPRB1Eb3GYxI55prhXPBI/I+zwPvncIZMmyapDnefKMeQacFILJOdFtR85YK4JtRTdQ1P14th+4mW2zm1ABWKR1ySjgp7V6oO8VJGWv0/fZ7rycAj8WDecc83AgN6nwVYCnavI44GcuBGJFvstZz0rpRx9W9HjP4O9S7ns9Z82wBe6yNfqiAV1/jGkwDHksj5q8SzWPAzvex8eWNkfRo1o7HjCTzoan2+MA0CI3E3/3nwtmxaZG1Ca3rvmUWNd5RGzYel/uc2Mw6gQHeQaDwWAMufCuUfkYgwoO8gMMyALmxrfI5e54R3SDbaMNwWLRDcfivdJeekk7IuU9CPKwGE9lJuCKpzJ3eYRGmKPvde/7vAI/zPbVx6I8cMbzyep1it4kvPPptbcNxfHOsi3Uu09vPM5qe0Xf+9DzZdT0AJw1l6Xic9sMgjq8LyWqox6fzdj9jG10el45QcLvJM3SU8c6k3sdrIsGzKhtmKLP+tBDBg9YO/v/xJbZh6mPmlEzAq7JMwYZ6kSxpvuc6E7unVjhSnc8WEZtdtGJK1Xej8tzGg7mailtp1PLOn2vB3NsoEO13GVoeZ+ALy8mhLMmjwO+bT/bRYLeUmcL/lZ9gAd1j1+LQhkVfhlHPNtFgB7E08e4qfuiQb1XgR3v7xvY8XpsS4snx6X1+aj2blLQg3o+egyY3Kja+2xicgMudk9tuVcud7rrcp8rozcIR9zWtt/aeRkMBoPBYNQEzuSHBJAZKJ/r2ekDRLe5k1yGXnpQ3svlWH2fetw3Mv30SpAHy1GWnwr0dfo+Wh96Z/W0Ct+e1UNGnxyPmGHvEt6ZDHhM9rk5hb+BordR/Djr9O4I8KTZy8CUoZfph8fZtzw2leV7iulM+5oGyPhk71TPuyt7x/Q8Vs5T42EhUacsaiFzjyxqo39vUNCDeh4AffDQAw/gPviFQSDr6Y0ajjGY4CA/hICTydzkZrk8095ZKu8BoL6HWv10q5U7meEBN+OoWyQK+NgoJ6XysYEOBHxZr09McnCASz3u4afiG/DJFjqp3FddANlATgV9VzueHtgpRT9V0/epsePgOUjqej2Yu2j4IlQ8tX9OAa8PnPEM7AomxzpT3V3R85T3vKk1Duh5VXdXHvSq9g4KelV7ZwX9wiMccbqeg/yQQp1YQJgHojzATLhC1uqhTg+AWn3mZKi12gEgu8eZfZTx5wV2rpa7JLOH/T0Cfleko2/hvu6gFz0+Ddhy1C0R9AF6O55ek6cyflPwV8fA8BEC9pPwzieIW/fVRXgFgjqVqeNlk0OdT2BP1muBHX/Hqbq76nnHoro4KTe2xkFgx+51uPb+XGOdFNYBWFzHWGhwkGcwGAzG0CIIa6Dr5TEGExzkhxyQSTwaZxPbxQNupOe95pInsyTUaodr9UDfq8wG5tRjAx1lqGdquVNZPVmvt2X1MvsWOQc9vXaPs3Aqs/cx0DFm75ahOjZ/ffkYWzudR528bpgyddvrsWXsZal4atlGyeN9Xdm72lfP3k2OdbjujofKRF70ee953BoHBjfYvQ5q78mAmY08YKafEDJdzxilATdbJ/eSdXrA0mCFmAmm5PJ0kG2108V54818b72q1wNkmx0K/oq+VwHfKdBrhKITn4CVUC8pBeg99CKm3sM0kCcueVrQT5YtdXwFTOvL7aimj/fxEdjpAdFG5dcNn4sIY8tcQXGdfqyidHy0jabkKfvZzHqLoA4HdnV8COaZgK/V3VO6Pi+qo1rjNjcij4oNzXVce2f0LTjIMxgMBmPIM/lu5WMMKjjIjxgg29jSfkYuz07sKZY0VpKtdkmWFdOa2EBHF+Ul6+OsvBOGYiJEGb6mwjdl9UnmHmoz7LFwLqby5X7diMqP9gkzFL1JUW+i9PX91DEAPup7V8ZuypzLDN7xOW4hWt5TdKc/ly8VT++futLhx6TjklMjm8w6z3Y4ym8+2o8W1ynXOko5r7zn9da450T0O3p663+IuU6kpmf0H8IQ/Ooq2trGTOIggoP8CEKdkB7vPCW2TO0jl2daqyV9L5eDKUnfYwU+pu+hLo/r9XI5iOr1yjlPt8g1td0ZaXx4TsJBL1u7h+vzmHoPgyyVHwf9aD9NaU9Q+sl9pFDHNX28jy2wUwFzoerzddThcSA27uMZ1PE6EyVvqrX7BHb1PDiYY9W8qe4uA7xDOS+XG1skNQ94truGJ8cxBgIc5BkMBoMxtAgl1V51QA1n8owBhcpGNrWfkPQ9ACh8rMCfDVpiXBnVtNL52qCsT2l8EDVFyyDMUz74kLnBsqm33pTVy78+Aj2slG+gjDvO7OU26LlH6nyFnMOePhQHCfeSdYgdSNYVFOHVKcgrwgSYqH0qWy+bsVNCOvxYPTP3FdT5ZO/RPvnsHfvNU+I6+N5ix7rZIBAzccuUUs4DgJ4Hah7A9PzgIKyh/a2OYywUOMgzkpMW0PeATZoCfzqcEhPdsaRePxEH/CiwpwY6aWBvJMsq4KuTvW/Aj/alqXwFCPzKMMcn6CfLWvCnAr9LSa/T/MlrMhjS4IuCsjV1X5iCts/zWo1uPIK5fgyqxq5v86HkfQK7WrYF9nR9vu6uWuJmxFxOOS+XWT0/kIgq8qObyc9/wy6DwWAwGIx5AWfyjBwgY9nYfEwubzP1YrG4sUosDZcn/vczQcTRTzRbYrrVTNTKqpeeyupVb72e1SfZewCZvEBWuHYqP93Pntkn+xJiPSrDp4R7apup/53KinXaHj+nCb5K+zLZv29fvFlsZ6bgs4+lRXTJNoKud1HyWCmfMWxCmXwmq/fI3rthSs/PBF0xK7rScx6wobFebBRr5fLTm38vgiCyq2UMJkL5G2d1PYORgTqxgYHOc+O7iC1jOyf1+ulwsVxeFA+8AUDNHtOsqrVNBXy1TQ/4ycUABOgkqLupfN0j3xT0qTp+sn/cmodNd5Jt2o9avZ/0sfkav+1iAKNom11d9Xlz7b1RXFFPBGufoE62wzkoed/Arpb1wA4BXVfNQ90dD5TZ3NiYtMStn3uEPeeHCGENE+TqOMZCgYM8wwk44amTHtTrl7Z3SAbezASL5PJ0LNBTAX+imQ34SqCnB/zEFrcZ9drjgG+yzFUBFtvnJtuIkbhU4I+OSwd+uR92vtOzf2S5i4GZgNw2NMDHVLevC3rQzm33COLRflrwtwRzctkinIuOkXely+6fD+x47Gv6+LTHPQr45sCOBXWbmpuSgTIbOo9zzZ0xlOAgz2AwGIyhRSgv+Cp618cXjYMIDvKMQoBsZ4OIMp7lU/uIZa3Vcnk6XCIWWbL6NHvPZvWKBsdDcCCrl0NpEpW9yFH50fowtimJMmUqs5d/iew+k7UT2T0GzvT14+Fjmurupsy/17DR/7YsncrW9ceY6HpX5o6p+Ox+xD6aUh5n75iSV9l7tBx6Ze+bG89JQxsAm9oMN8IalPGDrK7nIM8oDTg5bmg+JJdXTL5ALG6tStruJsKJTMBXffYQ8BXlCkI9RclHtfs4eAdZKh+c9FTtflak7XmZaXdxDV8P+gp6W556TG4dNV0OXwSg+n56bPoEQFH/NuDXYYMeoMsEej2AU8e2XQgYAz4aDoO36XQ8ngKHAzneB/rYo6Cv1qeBPdoWLwdgr5wOkdED+0xDWdGuExuDSFC3bssDLKhjjAQ4yDMYDAZjaBHKC75qdDur6xkjC5UNrd38W/FsK/K+3zjx/FxWDxk9AGf1uO1uJoiy/JSuz463xQK9NJPPZ9k4s8fr1ehbdd+V3WMUyfQzj/MwpYleR+rL7wtTJu6b9RvXG7J1/b6Jho+O4RbRqXVqP4qS15XysE3R8NG2MBmIBNk7ADJ4U/b+7JY/iU438p5njA7CGgI0B3kGA0628Ql07eZ1uYAPNXsA1O2Ve964aMleewC46KmTNgR3oO5nM3R9lspP6vPNbDse0PlUHV8E+fWzmuqdovf19QKsbzVa3USze/e9Gy4S6qDszVa25gBOrbNR8Jl16KPQ6+v6fkqD4aLksVI+HTwTyP52uV50pUsdAGruUG/nwM5gROAgz2AwGIyhRcjCOwajt1n9uuYSsXRiV3l/cWsbsSSMsvyJcFJMBFFWD38nGllFvsreKSpfLoMCXynyG/nMXrlcyf55JNZT62W2HqRCvnS7f5ZvzejVSFtPQV3dwrsiVD2VqZuy9WjZ/Fg9a1f761Q8lb3rlDxk8ZRSHjL3mUaUvc80tsped8DG7tNiw8xDLKpjJAiZrmcwegs44ao2pfVQp5/cSy4vgoDfWJkEfBiEI5e7Y2Jzt0FS+RDYVa0+T9frQV9FogbaL23Nw0r9aFtqwGOrz+sXAPp2CqYLg14AB12/OrxFUU8Ec4qap2j47GOIwJ7Q9Vm7WZ2S78aiKTw4Rgb22KFuEwR2NrJhGBCOeCbPA2oYDAaDwRhScCbPmHeorAtMddaP7yKXl4ytFlPNpXIZRHomKh8ycTXqNmOmE/fc65m9gk7rJ+sR/S8z/ozgDu2HWAFF81P75fePoPr3o+cM593O1pahW+l6Ilv3ydj1x6d0fb63PRoVG3cYAD2vUfKQtQNAULcl3CCXn5tbw/7yDC+E3ELHYCwc1Ika/jabkQIf6vdQux+P6ftF4eLEXGciHBOb41o3BH4VyCHw48COl13BHwdp3KqX7KPV95WCP92mlvGJpGGm6g3BmLpYoKAH6Cq0vX4sY4BH9XSfYB49f6qMV/V1TMUnBjYhUPIBCuxR+9umxkYx29gi6+wArrUzyiGsbGtb9SJhYIL8hRdeKL73ve+JP/zhD2Jqakr82Z/9mfjsZz8r9torqrECDj30UHHTTTdlHvfXf/3X4tJLL03uP/zww+Lkk08WN9xwg1i8eLE4/vjj5bHbbb7mGGWoEzjU76F2PzG2o7y/eGx7MdValsnyARD4IegDIPDjoA9/20TAp4J/NlCnrXrpOvtFgP7Y9H5a+8/vK2qDLejTrXHafSIj1/ejgrotmKvlTrIcZrJ0COqq7Q2CeiZbD56VyxtnnxAzc9HIYwaDUQ6FoioE71NOOUW8/OUvF51OR5xzzjniiCOOEPfee69YtCjyLQeceOKJ4oILLkjuT09PJ8vdblccffTRYvXq1eKXv/ylePzxx8V73/teMTY2Jj796U+XfBsMBoPBYPRqnnwoBhWNsMKrf+qpp8R2220ng/9rXvOaJJN/6UtfKr70pS+Rj/nJT34i3vSmN4nHHntMbL/99nIdZPlnnXWWPN74+LjzeTds2CCWLYPMDtKpGlMiRt9janwXMd2O3PSmmssSkx1Zww8nRCvWkk6IMdFKWuWaOVpfIVLbp8t6vT5aj/fPr9O3OVvteiR3xRm5jbLPU/Tm5WyWr9aHmYwdPw7T8J0wyCjjZfYeU/GQuUPWDoDMfXMnMq/hOvvo0ejPPvusWLo00uPUCRUnGo0lolHCcAoDwmQYPtez19pLVOLH4Q0DVq6M2qAUrrjiCvHNb35TZuvHHHOM+OhHP5pk87feeqvYd999kwAPOPLIIyV9f88994gDDjgg9zwzMzPyhv/xGKMJPNteBX0ABH6g9FUdf0JMJrR+O2xlaH09+Kf0fTbgK59ZvY5PXQio/Wz0fbK+RxoeirZ3rcOUe7o9pdvxunRSXES9U8Ec0/CdRjeh4WfEVllfV1T85rm1HNAZjH4O8kEQiNNOO00ccsghYp999knWv+td7xK77rqr2HHHHcVdd90lM/T77rtP1vIBa9asyQR4gLoP2yhAvf78888v+1IZDAaDMbIIamB8w9EL8lCbv/vuu8Utt9ySWX/SSScly5Cx77DDDuKwww4TDz74oNhjjz1KPdfZZ58tzjjjjEwmv/POO5d96YwhVecDxtrbyr9T7ZViMhbrQWveRJzht0Q7k+HDEBmg9qNtQNenqTkl4ovuoyy9a6Lusytx9l8ndU9T9MR+WlXOlKVHj8+K5dL1apBOmNDvesbeFR0xExvWQLvb1m6UuW/pPCPmOk9VeKcMRkmENQT5cMSC/KmnniquvvpqcfPNN4uddtrJuu9BBx0k/z7wwAMyyAOFf/vtt2f2eeKJJ+Rf2EZhYmJC3hgMF1Qggb+4qKOU+hD8x5tR6Qj+Ar0P1D6gHbblRQC+AJDLopXU+k0XAvqyflGgA18kVIUewNP1+cCt748p9+jlhGnwFt1MIO82OvFyJ6HfAbPhZjEbbE6COSviGYz+QbOo+AAC/FVXXSWuv/56sdtuuzkfc+edd8q/kNEDDj74YPG73/1OPPnkk8k+1157rRQz7L333sXfAYPBYDAYFkvasIbbSGTyQNFfeeWV4gc/+IFYsmRJUkMHBSP0zQMlD9vf+MY3ilWrVsma/Omnny6V9/vtt5/cF1ruIJi/5z3vERdddJE8xrnnniuPzdk6o1dQ2aWeZQK9D9m9XIbMvqGy/CnRisV6bYEz/GgZMn0AZPuwRkFl/NEyzuzp62mTOK9KFq+ycrkd1RJVVi73iSkEWKdn6UC5R/t0RDceAjMbbpEZO2Cuu5npd8YAIViwmvzFF18sPve5z8k4t//++4uvfOUr4hWveIXo2xY6UxvCZZddJk444QTxyCOPiL/8y7+UtfpNmzbJuvlb3/pWGcRx28FDDz0k1fQ33nij7K8HM5zPfOYz3mY43ELHmA+0W/G0vPZKMdacSij+FrTnNVQdv228GFDAJQAK+MLAFzhgY0DATvfpoPV08IZ13RDq63EwDzaLuSAeAtN5hmexMwa+hU6ItmhU7ZOXr7VT6LX+8z//s/SAgRZxKFtDW/l3v/tdKUSH1vOB6JNfKHCQZ8wHOMhzkGf0EsMd5A866CBpHPcP//APSUcaJL4f/OAHxd/93d+J+cJA+sim1yUDd33CGCB0us9k/prQbm0T/W1OibFmJOJrNsbkDdBqQPAfS65H1QWCXK74E8SBHIJ1tC7+G3ZEEK+Dv3NBpIDvBFtEJ/aDZzAWDtH5u/d5ZhgH6erQPVpMovDZ2Vlxxx13yM4whWazKQ4//HDpFTOfGMgg/9xzakgF/MNxoGcsLDrdSETa6QoRhVEGg1HkfB5l3PUC3FNXr15t9F8pCpizordun3feeeLjH/94bt+nn35aWrhTnjAw+2U+MZBBHox2wC8fBHygAxg0m8H5gPIS4M+HBn8+dvDn4wZ/RtU+H8jgIcDD+bwXmJycFH/84x9lVl0H4PXqurRBEIsPZJAH2uN5z3ueXIYvD//AzODPxw7+fOzgz8cN/ozKfz69yOD1QD85GZXQ5hPbbLONaLVaiQeMAtw3+cH0Cj0alcFgMBgMxmhifHxcHHjggeK6665L1oHwDu6DV8x8YiAzeQaDwWAw+hlnnHGGbA9/2cteJnvjoYUOWsvf9773zevrGNggD7UQED0MQk1kIcCfjx38+djBn48b/BnZMeqfz9vf/nY5Pv1jH/uYFP/BCPZrrrkmJ8brNQayT57BYDAYDIYbXJNnMBgMBmNIwUGewWAwGIwhBQd5BoPBYDCGFBzkGQwGg8EYUnCQZzAYDAZjSDGQQR5m9D7/+c+XTkYw6ef2228XowjwTAabRXx70YtelGzfunWrOOWUU8SqVauk7/Jxxx2Xc2AaNtx8883imGOOkVaZ8Hl8//vfz2yHZhJoadlhhx3E1NSUHBhx//33Z/Z55plnxLvf/W7p0rV8+XLx/ve/X2zcuFGMwucDI6P179Qb3vCGkfh8LrzwQjk1bMmSJXIU6Fve8hY5FhTD5zf18MMPi6OPPlpMT0/L45x55pmi00kHCQ37Z3TooYfmvkMf+MAHRuYz6jcMXJCHGb1gMgD9l//2b/8m9t9/f3HkkUeKJ5+MhoSMGl7ykpeIxx9/PLndcsstybbTTz9d/PCHP5QzjG+66Sbx2GOPiWOPPVYMM8BsAr4TcCFI4aKLLhJf/vKX5Yzn2267TSxatEh+f+DkrQAB7J577hHXXnutuPrqq2VgPOmkk8QofD4ACOr4O/Wtb30rs31YPx/4jUAA/9WvfiXf29zcnDjiiCPkZ+b7m4KhJBC8wC/9l7/8pfj6178uLr/8cnlhOQzw+YwAJ554YuY7BL+7UfmM+g7hgOEVr3hFeMoppyT3u91uuOOOO4YXXnhhOGo477zzwv3335/ctn79+nBsbCz87ne/m6z7/e9/L8f23XrrreEoAN7rVVddldwPgiBcvXp1+LnPfS7zOU1MTITf+ta35P17771XPu7Xv/51ss9PfvKTsNFohP/5n/8ZDvPnAzj++OPDN7/5zcbHjNLn8+STT8r3etNNN3n/pn784x+HzWYzXLNmTbLPJZdcEi5dujScmZkJhw36ZwR47WtfG/7t3/6t8TGj9hktNAYqk1czeoFiXegZvf0CoJqBet19991lhgU0GAA+J7jKxp8VUPm77LLLyH5WMJEKnKfwZwIDMqDkoz4T+AsUNFhRKsD+8D2DzH8UcOONN0oKda+99hInn3yyWLt2bbJtlD6fZ599Vv5duXKl928K/u67774ZVzNgimAiG7Afwwb9M1K44oor5JCWffbZR85U37x5c7Jt1D6jhcZA2dr204zefgAEJ6C54GQMlNj5558vXv3qV4u7775bBjMYkgAnZP2zqmu+8qBBvW/q+6O2wV8IcBjtdluexEbhcwOqHujn3XbbTTz44IPinHPOEUcddZQ8McNUrVH5fGCYyGmnnSYOOeQQGagAPr8p+Et9v9S2YQL1GQHe9a53iV133VUmH3fddZc466yzZN3+e9/73sh9Rv2AgQryjCzg5Kuw3377yaAPP67vfOc7UlTGYBTFO97xjmQZsi34Xu2xxx4yuz/ssMPEqADqznCxjDUuDL/PCOsz4DsEIlf47sBFI3yXGPOLgaLr+2lGbz8CMow999xTPPDAA/LzgPLG+vXrM/uM8mel3rft+wN/dREnqH5BUT6KnxuUgeB3B9+pUfl8Tj31VCkovOGGG8ROO+2UrPf5TcFf6vultg0LTJ8RBUg+APg7NAqfUb9goIJ8P83o7UdAGxNcLcOVM3xOY2Njmc8KKDOo2Y/qZwUUNJxE8GcCdUCoJavPBP7CSRzqrwrXX3+9/J6pk9Uo4dFHH5U1efhODfvnA1pECF5XXXWVfE/wfcHw+U3B39/97neZCyFQoUO74d577y0GHa7PiMKdd94p/+Lv0DB/Rn2HcMDw7W9/W6qhL7/8cqn0Pemkk8Lly5dnlJqjgg996EPhjTfeGP7xj38Mf/GLX4SHH354uM0220jFK+ADH/hAuMsuu4TXX399+Jvf/CY8+OCD5W2Y8dxzz4W//e1v5Q2+3l/4whfk8kMPPSS3f+Yzn5Hflx/84AfhXXfdJZXku+22W7hly5bkGG94wxvCAw44ILztttvCW265JXzhC18YvvOd71zAdzU/nw9s+/CHPyyV4vCd+vnPfx7+l//yX+T737p169B/PieffHK4bNky+Zt6/PHHk9vmzZuTfVy/qU6nE+6zzz7hEUccEd55553hNddcE2677bbh2WefHQ4DXJ/RAw88EF5wwQXys4HvEPzOdt999/A1r3nNyHxG/YaBC/KAr3zlK/KHNj4+LlvqfvWrX4WjiLe//e3hDjvsID+H5z3vefI+/MgUIHD9zd/8TbhixYpweno6fOtb3yp/kMOMG264QQYv/QatYaqN7qMf/Wi4/fbby4vFww47LLzvvvsyx1i7dq0MWosXL5ZtPe973/tkABz2zwdO1HDihRMutIrtuuuu4Yknnpi7gB7Wz4f6XOB22WWXFfpN/elPfwqPOuqocGpqSl50w8X43NxcOAxwfUYPP/ywDOgrV66Uv68XvOAF4Zlnnhk+++yzI/MZ9Rt4njyDwWAwGEOKgarJMxgMBoPB8AcHeQaDwWAwhhQc5BkMBoPBGFJwkGcwGAwGY0jBQZ7BYDAYjCEFB3kGg8FgMIYUHOQZDAaDwRhScJBnMBgMBmNIwUGewWAwGIwhBQd5BoPBYDCGFBzkGQwGg8EQw4n/H32YWlM023DnAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "shape = (256, 256, 256) # (x, y, z)\n", "volm = np.zeros(shape, dtype='float32')\n", "volm = create_sphere(volm, center=(128,128,128), outer_radius=128, thickness=0, fill_value=1)\n", "\n", "plt.figure(1);plt.clf()\n", "plt.imshow(np.sum(volm, axis=2), cmap='inferno', interpolation='None')\n", "plt.colorbar()\n", "plt.title('Spherical Mask')\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 25, "id": "32380e2c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "volvm = volm * volv\n", "\n", "plt.figure(1);plt.clf()\n", "plt.imshow(np.sum(volvm, axis=2), cmap='inferno', interpolation='None')\n", "plt.colorbar()\n", "plt.title('Spherical Mask')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 28, "id": "56555fca", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float32(1.0)" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "volm.max()" ] }, { "cell_type": "code", "execution_count": 29, "id": "f359fa10", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/html": [ "\"\"" ], "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Start Napari in Jupyter widget mode\n", "viewer = napari.Viewer(ndisplay=3) # 3D mode\n", "viewer.add_image(volvm, colormap='inferno', blending='additive', opacity=0.6)\n", "\n", "napari.utils.nbscreenshot(viewer)" ] }, { "cell_type": "markdown", "id": "04cd6f77", "metadata": {}, "source": [ "## πŸŒ€ Library-Based 2D Phantoms with `nDTomophantom_2D`\n", "\n", "In this section, we move from manually composed shapes to **structured phantom generation** using the `nDTomophantom_2D` function. These phantoms are selected from a predefined library of configurable 2D patterns designed to represent a range of geometric and material-like features.\n", "\n", "We begin by importing:\n", "\n", "- `nDTomophantom_2D`: the main function for generating test patterns based on a selected ID\n", "- `load_example_patterns`: a utility that lists the available phantom configurations included in the library\n", "- `showim`: a helper function from `nDTomo.methods.plots` for standardised image visualisation\n", "\n", "These library-based phantoms are especially useful for benchmarking algorithms, as they provide complex but well-defined structures with known ground truth β€” enabling objective evaluation of segmentation, clustering, or reconstruction performance." ] }, { "cell_type": "code", "execution_count": 9, "id": "efbccea6", "metadata": {}, "outputs": [], "source": [ "from nDTomo.sim.phantoms import nDTomophantom_2D, load_example_patterns\n", "from nDTomo.methods.plots import showim" ] }, { "cell_type": "markdown", "id": "640f3ef7", "metadata": {}, "source": [ "## βš™οΈ Generating 2D Component Maps and Reference Patterns\n", "\n", "We now use the `nDTomophantom_2D` function to generate five distinct 2D phantoms, each corresponding to a synthetic material component: **Aluminium (Al), Copper (Cu), Iron (Fe), Platinum (Pt), and Zinc (Zn)**. These component maps are designed such that the shapes do not overlap spatially, simplifying interpretation and analysis.\n", "\n", "The key steps are:\n", "\n", "- `npix = 200`: sets the image resolution to 200 Γ— 200 pixels.\n", "- `nDTomophantom_2D(npix, nim='Multiple')`: generates five non-overlapping binary masks, each representing one synthetic phase. Each output (`imAl`, `imCu`, etc.) is a spatial map where the given component is present.\n", "\n", "Next, we load corresponding **reference patterns** using `load_example_patterns()`. These patterns (`dpAl`, `dpCu`, etc.) are representative spectra or diffraction profiles for each component, sampled over the axes `tth` (2-theta) and `q` (scattering vector). These can be used later to simulate hyperspectral or diffraction-based data by projecting them across the spatial maps.\n", "\n", "Finally, the five component images are visualised using `showim`, allowing us to inspect their structure and verify that each occupies a distinct region in the domain.\n", "\n", "> 🧠 This setup is ideal for testing spatial unmixing or spectral decomposition algorithms under controlled conditions, where the true component locations and reference signals are known." ] }, { "cell_type": "code", "execution_count": 10, "id": "0dab7122", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\Users\\Antony\\.conda\\envs\\ndtomo\\Lib\\site-packages\\xdesign\\geometry\\area.py:789: UserWarning: Didn't check that Mesh contains Circle.\n", " warnings.warn(\"Didn't check that Mesh contains Circle.\")\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "data": { "image/png": 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", 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", 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Image size\n", "npix = 200\n", "\n", "# Create 5 distinct phantom images (with non-overlapping shapes)\n", "imAl, imCu, imFe, imPt, imZn = nDTomophantom_2D(npix, nim='Multiple')\n", "iml = [imAl, imCu, imFe, imPt, imZn]\n", "\n", "# Load synthetic example patterns and associated axes\n", "dpAl, dpCu, dpFe, dpPt, dpZn, tth, q = load_example_patterns()\n", "spectra = [dpAl, dpCu, dpFe, dpPt, dpZn]\n", "\n", "showim(imAl, 2)\n", "showim(imCu, 3)\n", "showim(imFe, 4)\n", "showim(imPt, 5)\n", "showim(imZn, 6)\n" ] }, { "cell_type": "markdown", "id": "6f313151", "metadata": {}, "source": [ "## 🧩 Constructing a 2D Chemical Phantom with Spectral Signatures\n", "\n", "We now construct a synthetic 2D chemical imaging dataset using the `nDTomophantom_3D` function. This function combines spatial component masks (from `nDTomophantom_2D`) with corresponding spectral patterns to generate a **2D + spectral** volume, suitable for simulating hyperspectral or XRD-CT datasets.\n", "\n", "The function call used here is:\n", "\n", "```\n", "chemct = nDTomophantom_3D(\n", " npix,\n", " use_spectra='Yes',\n", " spectra=spectra,\n", " imgs=iml,\n", " indices='All',\n", " norm='No'\n", ")\n", "```\n", "\n", "### πŸ”§ Key Parameters:\n", "- `npix`: sets the spatial resolution (200 Γ— 200 pixels).\n", "- `use_spectra='Yes'`: instructs the function to generate a spectral dataset instead of a volumetric stack.\n", "- `spectra`: a list of 1D spectral patterns (e.g. diffraction intensities) associated with each material/component.\n", "- `imgs`: a list of 2D masks defining where each component is present in the spatial domain.\n", "- `indices='All'`: applies all spectral patterns across their full range of channels.\n", "- `norm='No'`: disables any intensity normalisation to preserve the raw scaling of the spectral data.\n", "\n", "### πŸ§ͺ What the Function Does:\n", "When `use_spectra=True`, the function creates a 3D volume of shape `(npix, npix, nch)`, where `nch` is the number of spectral channels (determined by the length of each spectrum).\n", "\n", "Each spatial mask is multiplied voxel-wise by its corresponding spectrum and then added to the output volume. Because the component images are **non-overlapping**, this results in a clean chemical phantom where each spatial region has a well-defined spectral identity.\n", "\n", "This synthetic dataset is ideal for evaluating:\n", "- Spectral unmixing or factorisation algorithms (e.g. NMF, PCA)\n", "- Clustering or classification methods\n", "- Spectral compression or denoising pipelines\n", "\n", "The output shape is printed to confirm the dimensions of the simulated chemical volume." ] }, { "cell_type": "code", "execution_count": 11, "id": "1e54877e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 5/5 [00:00<00:00, 5.90it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Simulated chemical volume shape: (200, 200, 250)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "from nDTomo.sim.phantoms import nDTomophantom_3D\n", "\n", "chemct = nDTomophantom_3D(npix, use_spectra='Yes', spectra=spectra, imgs=iml, indices='All', norm='No')\n", "print('Simulated chemical volume shape:', chemct.shape)" ] }, { "cell_type": "markdown", "id": "ff05d68d", "metadata": {}, "source": [ "## πŸ§ͺ Interactive Exploration of the Chemical Volume\n", "\n", "To conclude the tutorial, we explore the synthetic chemical volume interactively using the `chemimexplorer` β€” a lightweight Jupyter-based GUI included in `nDTomo`. This tool provides linked views of the spatial and spectral domains, enabling intuitive inspection of hyperspectral or diffraction-based datasets.\n", "\n", "### πŸ› οΈ How it works:\n", "- The `chemimexplorer` widget is launched by passing the simulated volume `chemct` to its constructor.\n", "- The volume must have shape `(x, y, spectral_channels)`, consistent with what we generated using `nDTomophantom_3D`.\n", "- The viewer allows users to click on any pixel and immediately view the associated spectrum.\n", "\n", "### 🧭 Features:\n", "- Interactive cursor-based inspection of spectra\n", "- Automatic display of spatial context and spectral profile\n", "- Compatible with any 2D + spectral dataset\n", "\n", "Before launching the viewer, we enable interactive plotting in the notebook using:\n", "\n", "```\n", "%matplotlib widget\n", "```\n", "\n", "This is required for the GUI to render properly inside a Jupyter environment.\n", "\n", "Finally, we instantiate the tool:\n", "\n", "```\n", "gui = chemimexplorer(chemct)\n", "```\n", "\n", "This provides an effective way to validate the simulated phantom, check the spectral assignment, and visually explore the structure of the synthetic chemical dataset." ] }, { "cell_type": "code", "execution_count": 12, "id": "1f43fd79", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "899a4af6bc2a44299ea281ffc710c16f", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from nDTomo.methods.hyperexpl import chemimexplorer\n", " \n", "%matplotlib widget\n", " \n", "# Create an instance of the GUI\n", "gui = chemimexplorer(chemct)" ] }, { "cell_type": "markdown", "id": "c2067982", "metadata": {}, "source": [ "## βœ… Summary and Next Steps\n", "\n", "In this tutorial, we demonstrated how to generate synthetic 2D and 3D phantoms using the `nDTomo` package β€” a flexible toolkit for creating spatial-spectral datasets tailored to chemical imaging and diffraction tomography workflows.\n", "\n", "We covered three main phantom construction strategies:\n", "\n", "1. **Manual 2D and 3D Shape Composition** \n", " Using basic geometric primitives (circles, rectangles, spheres, pyramids, etc.) to construct test structures with known shapes and intensities.\n", "\n", "2. **Library-Based 2D Phantoms and Spectra** \n", " Employing predefined component maps and reference spectra to simulate distinct chemical phases, such as Al, Cu, Fe, Pt, and Zn.\n", "\n", "3. **3D Chemical Phantoms with Spectral Embedding** \n", " Combining spatial masks and spectral signatures to generate a realistic chemical tomography dataset, where each pixel contains a simulated spectrum.\n", "\n", "We also explored how to:\n", "- Visualise both 2D and 3D data using `matplotlib` and `napari`\n", "- Interact with the final dataset using `chemimexplorer` for real-time spectral inspection\n", "\n", "These synthetic datasets are invaluable for developing, benchmarking, and validating methods for:\n", "- Reconstruction and denoising\n", "- Spectral decomposition and unmixing\n", "- Clustering and segmentation\n", "- Machine learning model training\n", "\n", "> 🧭 **Next steps**: You can extend this workflow by adding noise, simulating detector effects, or mixing spectral components to create more challenging test cases. These tools also pair well with unsupervised learning techniques, as shown in other `nDTomo` tutorials.\n", "\n", "We hope this notebook provides a solid foundation for synthetic data generation in your own research!" ] } ], "metadata": { "kernelspec": { "display_name": "ndtomo", "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": "3.11.12" } }, "nbformat": 4, "nbformat_minor": 5 }