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@darrenwiens
Created March 18, 2022 02:59
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Jupyter notebook, demonstrating how to create a rayshader animation for BC Topo data
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "5cbadbf9-d81f-4e62-a20e-ae686e64dcee",
"metadata": {},
"outputs": [],
"source": [
"%load_ext rpy2.ipython"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "c42e5fd1",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"from PIL import Image\n",
"from scipy import ndimage\n",
"import rasterio\n",
"from rasterio.warp import calculate_default_transform, reproject, Resampling\n",
"from rasterio.windows import Window, from_bounds"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a878868d-0564-4bd8-85e9-e9337868a6e4",
"metadata": {},
"outputs": [],
"source": [
"# project DEM to UTM\n",
"dst_crs = 'EPSG:26910'\n",
"datadir = 'data/dem/cdem_dem_093J_tif'\n",
"unprojected_dem = f'{datadir}/cdem_dem_093J.tif'\n",
"projected_dem = f'{datadir}/cdem_dem_093J_utm.tif'\n",
"\n",
"with rasterio.open(unprojected_dem) as src:\n",
" transform, width, height = calculate_default_transform(\n",
" src.crs, dst_crs, src.width, src.height, *src.bounds)\n",
" kwargs = src.meta.copy()\n",
" kwargs.update({\n",
" 'crs': dst_crs,\n",
" 'transform': transform,\n",
" 'width': width,\n",
" 'height': height\n",
" })\n",
"\n",
" with rasterio.open(projected_dem, 'w', **kwargs) as dst:\n",
" for i in range(1, src.count + 1):\n",
" reproject(\n",
" source=rasterio.band(src, i),\n",
" destination=rasterio.band(dst, i),\n",
" src_transform=src.transform,\n",
" src_crs=src.crs,\n",
" dst_transform=transform,\n",
" dst_crs=dst_crs,\n",
" resampling=Resampling.nearest)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "1245e5fc",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fc166719040>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# set most of the map, except in the mapsheet, to 0\n",
"map_bounds = [388474, 5950280, 667842, 6128080] # bbox of mapsheet, find in QGIS\n",
"\n",
"with rasterio.open(projected_dem) as src:\n",
" dem_height = src.height\n",
" dem_width = src.width\n",
" downscale = 0.1 # reduce resolution of DEM\n",
" \n",
" dem_arr = src.read(\n",
" out_shape=(\n",
" 1,\n",
" int(dem_height * downscale),\n",
" int(dem_width * downscale)\n",
" ),\n",
" resampling=Resampling.bilinear\n",
" ).squeeze()\n",
" pixel_width, pixel_height = [i / downscale for i in src.res]\n",
" \n",
" dem_bounds = src.bounds\n",
" left_pad = int((dem_bounds.left - map_bounds[0]) / pixel_width)\n",
" bottom_pad = int((dem_bounds.bottom - map_bounds[1]) / pixel_height)\n",
" right_pad = int((map_bounds[2] - dem_bounds.right) / pixel_width)\n",
" top_pad = int((map_bounds[3] - dem_bounds.top) / pixel_height)\n",
" \n",
" dem_arr = np.pad(dem_arr, ((top_pad, bottom_pad), (left_pad, right_pad)))\n",
" dem_height = dem_arr.shape[0]\n",
" dem_width = dem_arr.shape[1]\n",
" \n",
" window = Window(-left_pad, -top_pad, dem_width, dem_height)\n",
" transform = src.window_transform(window)\n",
"\n",
" # Create a new cropped raster to write to\n",
" profile = src.profile\n",
" profile.update({\n",
" \"height\": dem_height,\n",
" \"width\": dem_width,\n",
" \"transform\": transform\n",
" })\n",
"\n",
" with rasterio.open(projected_dem.replace(\".tif\", \"_expand.tif\"), 'w', **profile) as dst:\n",
" dem_arr[dem_arr==-32767.0] = 0\n",
" dem_arr[dem_arr>0] += 2000\n",
" dst.write(dem_arr, 1)\n",
" dem_bounds = dst.bounds\n",
" unrotated_dem = dem_arr\n",
"\n",
"dem_arr = np.rot90(dem_arr)\n",
"dem_arr = np.flipud(dem_arr)\n",
"\n",
"plt.imshow(dem_arr)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "8d3ba050-8265-4461-957b-72effc8a632e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fc165e0fd30>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# create an image with a border around the mapsheet\n",
"bool_arr = unrotated_dem != 0\n",
"dilated = ndimage.binary_dilation(bool_arr, iterations = 3)\n",
"eroded = ndimage.binary_erosion(bool_arr, iterations = 3)\n",
"mapsheet_border = dilated ^ eroded\n",
"\n",
"plt.imshow(mapsheet_border)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "e2f667ef-9fb3-4394-9800-211e58e883b4",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/dwiens/Dev/bc_topo/.venv/lib/python3.8/site-packages/PIL/Image.py:2918: DecompressionBombWarning: Image size (110901601 pixels) exceeds limit of 89478485 pixels, could be decompression bomb DOS attack.\n",
" warnings.warn(\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fc140dd0f70>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# add the border to the georeferenced mapsheet image. Georeferenced in QGIS.\n",
"img_url = \"data/pdf/page1_georeferenced.png\"\n",
"im_frame = Image.open(img_url)\n",
"im_frame = im_frame.resize((dem_width, dem_height))\n",
"img_arr = np.array(im_frame.getdata())[:, :3].reshape([dem_height, dem_width, 3])/255.0\n",
"img_arr[mapsheet_border, :] = 0\n",
"\n",
"plt.imshow(img_arr)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "2840802f-16b7-4685-a29f-6db4e282eeba",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"((1116, 1755, 3), (1755, 1116))"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"img_arr.shape, dem_arr.shape"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d149a9ae-f78b-415e-9026-13d39ac8f46f",
"metadata": {},
"outputs": [],
"source": [
"%%R -i dem_arr,img_arr\n",
"\n",
"# create animation\n",
"\n",
"library(rayshader)\n",
"\n",
"rgl::clear3d()\n",
"elmat = dem_arr\n",
"\n",
"elmat %>%\n",
" rayshader::sphere_shade(texture = \"desert\") %>%\n",
" rayshader::add_overlay(img_arr, alphalayer = 0.80) %>%\n",
" rayshader::plot_3d(\n",
" dem_arr,\n",
" dem_arr,\n",
" windowsize = c(1100,900),\n",
" zscale = 30,\n",
" shadowdepth = -50,\n",
" zoom=0.4,\n",
" phi=40,\n",
" theta=-45,\n",
" fov=70,\n",
" background = \"#F2E1D0\",\n",
" shadowcolor = \"#523E2B\", \n",
" soliddepth = -100,\n",
" )\n",
"\n",
"rayshader::render_snapshot(title_text = \"Mapsheet 93J | Imagery: BC Topo 250K | DEM: CDEM\",\n",
" title_bar_color = \"#1f5214\", title_color = \"white\", title_bar_alpha = 1)\n",
"\n",
"angles= seq(0,360,length.out = 361)[-1]\n",
"\n",
"for(i in 1:360) {\n",
" render_camera(theta=-45+angles[i])\n",
" render_snapshot(filename = sprintf(\"output/map93j%i.png\", i), \n",
" title_text = \"Mapsheet 93J | Imagery: BC Topo 250K | DEM: CDEM\",\n",
" title_bar_color = \"#1f5214\", title_color = \"white\", title_bar_alpha = 1)\n",
"}\n",
"\n",
"rgl::rgl.close()\n",
"system(\"ffmpeg -y -framerate 60 -i output/map93j%d.png -pix_fmt yuv420p map93j_walls.mp4\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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