fire/analysis.ipynb
2025-01-09 23:33:27 -08:00

363 lines
382 KiB
Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 354,
"id": "8aa84168-aa52-4e63-b801-8c9b105c2ef0",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import datetime\n",
"from IPython.display import display, clear_output\n",
"import os.path"
]
},
{
"cell_type": "code",
"execution_count": 355,
"id": "be741f3b-5de5-4330-a591-f3b9606214ad",
"metadata": {},
"outputs": [],
"source": [
"products = [\n",
" \"G18-ABI-CONUS-BAND07\", # GOES-16 East\n",
" \"G16-ABI-FD-BAND07\", # GOES-18 West\n",
"]\n",
"km2_per_pixel = 1.0\n",
"mi2_per_km2 = 0.386102\n",
"time_start = datetime.datetime(2025, 1, 7, 18, 16, 0, 0) # UTC time\n",
"time_end = datetime.datetime(2025, 1, 10, 7, 1, 0, 0)\n",
"time_step = datetime.timedelta(minutes=5) # GOES update rate\n",
"PST_offset = datetime.timedelta(hours=-8)"
]
},
{
"cell_type": "code",
"execution_count": 356,
"id": "eb94a560-8600-46bc-b14e-a769126dc24a",
"metadata": {},
"outputs": [],
"source": [
"# pixel and physical coordinates\n",
"dx = 0.2\n",
"r = 64 # km\n",
"\n",
"x_raw = np.arange(-r, r, 1)\n",
"X_raw, Y_raw = np.meshgrid(x_raw, x_raw)\n",
"\n",
"x = np.arange(-r, r, dx)\n",
"X, Y = np.meshgrid(x, x)\n",
"extent = -r, r, -r, r"
]
},
{
"cell_type": "code",
"execution_count": 357,
"id": "c3c39560-c2f3-4f25-bd87-ad17e65c5e16",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7bf6f97d1060>"
]
},
"execution_count": 357,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# overlay from Google Maps\n",
"reference = plt.imread(\"reference.png\")\n",
"plt.imshow(reference, extent=extent)"
]
},
{
"cell_type": "code",
"execution_count": 358,
"id": "85fbdbf2-5a99-4c65-bd8b-ead4e301ffb1",
"metadata": {},
"outputs": [],
"source": [
"# templates\n",
"shape = (128, 128)\n",
"ones = np.ones(shape)\n",
"zeros = np.zeros(shape)"
]
},
{
"cell_type": "code",
"execution_count": 359,
"id": "43b3243c-8442-4951-9c70-ec552be72b0e",
"metadata": {},
"outputs": [],
"source": [
"fires = {\n",
" \"Palisades\": {\n",
" \"offset\": (-17, -8),\n",
" \"r\": 16,\n",
" \"color\": \"black\",\n",
" \"area\": [],\n",
" },\n",
" \"Eaton\": {\n",
" \"offset\": (28, 13),\n",
" \"r\": 15,\n",
" \"color\": \"purple\",\n",
" \"area\": [],\n",
" },\n",
" \"Hurst\": {\n",
" \"offset\": (-7, 27),\n",
" \"r\": 7,\n",
" \"color\": \"red\",\n",
" \"area\": [],\n",
" },\n",
" \"Lidia\": {\n",
" \"offset\": (15, 40),\n",
" \"r\": 10,\n",
" \"color\": \"blue\",\n",
" \"area\": [],\n",
" },\n",
" \"Sunset\": {\n",
" \"offset\": (3, 2),\n",
" \"r\": 7,\n",
" \"color\": \"orange\",\n",
" \"area\": [],\n",
" },\n",
" \"Kenneth\": {\n",
" \"offset\": (-27, 10),\n",
" \"r\": 7,\n",
" \"color\": \"maroon\",\n",
" \"area\": [],\n",
" },\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 360,
"id": "dfc4a62d-4b7d-497a-8e90-d6f05c1100ae",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
"No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
"No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
"No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
]
}
],
"source": [
"time = time_start\n",
"times = []\n",
"data_history = [ zeros ]*12*12 # take the max of 12 hours\n",
"while time < time_end:\n",
" fig = plt.figure(figsize=(8,8), dpi=100)\n",
"\n",
" time_string = time.isoformat().replace(\"T\",\"+\")\n",
" \n",
" images = []\n",
" for product in products:\n",
" path = f\"raw/{product}/{time}.png\"\n",
" if os.path.isfile(path) and os.path.getsize(path) > 1000:\n",
" img = plt.imread(path)[:,:,0]\n",
" img = np.where(img > 0.9, zeros, img) # fix overflowing issue\n",
" else: #ignore corrupt / empty files\n",
" img = ones\n",
" images.append(img)\n",
" \n",
" new_data = np.clip(1 - 2 * (images[0] * images[1]) ** 0.5, 0, 1) # remap to highlight fires\n",
" \n",
" data_history.pop(0)\n",
" data_history.append(new_data)\n",
" max_data = np.max(np.array(data_history), axis=0)\n",
" \n",
" mix_data = (max_data + new_data)/2\n",
"\n",
" alpha = max_data ** 0.2 # mask to draw over street map\n",
" alpha = np.where(max_data > 0.1, alpha, zeros)\n",
"\n",
" # display(fig)\n",
" plt.title(f\"{(time + PST_offset).strftime('%d %b %Y, %l:%M %p')} PST\")\n",
" plt.imshow(mix_data, extent=extent, cmap=\"inferno\", vmin=0, vmax=1)\n",
" plt.imshow(reference, extent=extent, alpha=0.5)\n",
" plt.imshow(mix_data, extent=extent, alpha=alpha, cmap=\"inferno\", vmin=0, vmax=1)\n",
" \n",
" for key in fires:\n",
" fire = fires[key]\n",
"\n",
" cx, cy = fire[\"offset\"]\n",
" r = fire[\"r\"]\n",
" # the y coordinate is flipped\n",
" mask = (X_raw - cx)**2 + (Y_raw + cy)**2 < r**2\n",
" \n",
" area = np.sum(max_data[mask] > 0.1) * km2_per_pixel\n",
" fire[\"area\"].append(area)\n",
" if area < 1: continue\n",
" \n",
" patch = plt.Circle(\n",
" (cx, cy), r, color=fire[\"color\"], \n",
" fill=False, label=f\"{key}: {area*mi2_per_km2:.0f} mi$^2$ ({area:.0f} km$^2$)\"\n",
" )\n",
" plt.gca().add_patch(patch)\n",
" \n",
" plt.legend(loc='upper left')\n",
" \n",
" plt.xlabel(\"\"\"kilometers\n",
"Satellite analysis can be inaccurate. Refer to fire.ca.gov for official information.\n",
"Data: Google Maps, NOAA GOES, UW SSEC | Code: github.com/xingyzt/fire\n",
"\"\"\")\n",
" # clear_output(wait=True)\n",
" fig.tight_layout()\n",
" plt.savefig(f\"render/{time_string}.png\")\n",
" # print(time_string, end=\",\")\n",
" # plt.pause(.05)\n",
" plt.close()\n",
"\n",
" time += time_step\n",
" times.append(time)\n"
]
},
{
"cell_type": "code",
"execution_count": 361,
"id": "f26476cb-403a-4783-a5ac-60cbb76d628f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1000x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10, 5), dpi=100)\n",
"ax = plt.subplot()\n",
"\n",
"time_axis = [t + PST_offset for t in times]\n",
"for key in fires:\n",
" fire = fires[key]\n",
" plt.plot(time_axis, np.array(fire[\"area\"]), label=key, c=fire[\"color\"])\n",
"\n",
"plt.title(\"Hotspot areas, max over 12 hours\")\n",
"plt.legend(ncol=len(fires)//2)\n",
"\n",
"plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%a, %b%e, %l %p'))\n",
"plt.gcf().autofmt_xdate()\n",
"\n",
"plt.ylim(0, 350)\n",
"plt.ylabel(\"area (km$^2$)\")\n",
"plt.xlabel(\"datetime (PST)\")\n",
"plt.grid()\n",
"\n",
"ax2 = ax.twinx()\n",
"plt.ylim(0, 350 * mi2_per_km2)\n",
"plt.ylabel(\"area (mi$^2$)\")\n",
"\n",
"fig.tight_layout()\n",
"plt.savefig(\"area.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 362,
"id": "befa28a1-3e5b-4d22-b630-d6f65283c0b9",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1000x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10, 5), dpi=100)\n",
"ax = plt.subplot()\n",
"\n",
"time_axis = [t + PST_offset for t in times]\n",
"for key in fires:\n",
" fire = fires[key]\n",
" da_dt = np.diff(np.array(fire[\"area\"])) / 5 # 5 minute intervals\n",
" window_size = 3\n",
" da_dt_average = np.convolve(da_dt, np.ones(window_size)/window_size, mode='valid')\n",
" \n",
" plt.plot(time_axis[:-window_size], da_dt_average, label=key, c=fire[\"color\"])\n",
"\n",
"plt.title(\"Growth rate, 15 minute average\")\n",
"plt.legend(ncol=len(fires)//2)\n",
"\n",
"plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%a, %b%e, %l %p'))\n",
"plt.gcf().autofmt_xdate()\n",
"\n",
"plt.ylim(0, 4)\n",
"plt.ylabel(\"growth rate (km$^2$/minute)\")\n",
"plt.xlabel(\"datetime (PST)\")\n",
"plt.grid()\n",
"\n",
"ax2 = ax.twinx()\n",
"plt.ylim(0, 4 * mi2_per_km2)\n",
"plt.ylabel(\"growth rate (mi$^2$/minute)\")\n",
"\n",
"fig.tight_layout()\n",
"plt.savefig(\"speed.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "19e0678e-356b-457e-b9ca-5f141d4b8b57",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}