{ "cells": [ { "cell_type": "markdown", "id": "0a9cb373-1909-40ed-94f3-b61bab5c0e43", "metadata": { "tags": [] }, "source": [ "# La Palma 2021 Erruption data gathering and visualization" ] }, { "cell_type": "markdown", "id": "82e5f39c-4497-4aa1-9aca-3b248f80dbd5", "metadata": { "tags": [] }, "source": [ "## Importing libraries" ] }, { "cell_type": "code", "execution_count": 1, "id": "bdc795c2-8fd1-411f-ae10-5995ff8d259a", "metadata": {}, "outputs": [], "source": [ "from datetime import datetime as dt\n", "from datetime import timedelta\n", "\n", "import pandas as pd\n", "import numpy as np\n", "import plotly.graph_objects as go\n", "import plotly.express as px\n", "\n", "\n", "from SeismicPortal.dl_quakes import CANARY_BOX, SeismicPortal\n", "\n", "# sns.set_theme()\n", "# sns.set(style=\"darkgrid\")\n", "# plt.rcParams['figure.figsize'] = [30, 15]" ] }, { "cell_type": "markdown", "id": "20816f2c-212e-43e6-9f75-eebe9b9eb9ea", "metadata": { "tags": [] }, "source": [ "## Downloading latest eartquake data for the Canary Islands" ] }, { "cell_type": "code", "execution_count": 2, "id": "0e635802-b202-4421-ac9f-0fedab3e97ca", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1905 earthquakes downloaded.\n" ] } ], "source": [ "sp = SeismicPortal()\n", "# results = sp.download_earthquakes(start_time=dt.now() - timedelta(days=14), **CANARY_BOX)\n", "results = sp.download_earthquakes(start_time=dt.now() - timedelta(days=60), **CANARY_BOX)" ] }, { "cell_type": "code", "execution_count": 3, "id": "22907400-6fe9-4821-a5e2-07c4b0076de4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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lastupdatemagtypeevtypelonauthlatdepthunidmagtimesource_idsource_catalogflynn_regiondatemag_rangemag_meandepth_meandaily_eq
02021-10-10 15:59:00mlke-17.84MDD28.5710.020211010_00002412.72021-10-10 15:55:46.7001046671EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-10-10(2, 3]2.819.292
12021-10-10 15:56:00mlke-17.81MDD28.5933.020211010_00002402.62021-10-10 15:49:20.4001046670EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-10-10(2, 3]2.819.292
22021-10-10 15:49:00mlke-17.84MDD28.588.020211010_00002382.42021-10-10 15:39:40.1001046667EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-10-10(2, 3]2.819.292
32021-10-10 15:28:00mlke-17.81MDD28.5935.020211010_00002313.42021-10-10 15:24:19.3001046657EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-10-10(3, 4]2.819.292
42021-10-10 15:25:00mlke-17.84MDD28.5611.020211010_00002302.82021-10-10 15:21:04.4001046656EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-10-10(2, 3]2.819.292
.........................................................
19002021-08-15 02:04:00mlke-16.68MDD28.2320.020210815_00000141.62021-08-15 01:59:47.3001023661EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-08-15(0, 2]2.016.03
19012021-08-14 23:29:00mlke-16.32MDD28.3012.020210814_00003251.62021-08-14 23:17:43.4001023602EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-08-14(0, 2]1.612.01
19022021-08-12 21:10:00mlke-16.90MDD28.388.020210812_00002431.52021-08-12 20:43:56.2001022648EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-08-12(0, 2]1.615.02
19032021-08-12 05:41:00mlke-16.25MDD28.1622.020210812_00000621.82021-08-12 05:18:56.7001022382EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-08-12(0, 2]1.615.02
19042021-08-11 17:44:00mlke-16.26MDD28.1335.020210811_00001552.12021-08-11 17:37:33.1001022199EMSC-RTSCANARY ISLANDS, SPAIN REGION2021-08-11(2, 3]2.135.01
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1905 rows × 18 columns

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" ], "text/plain": [ " lastupdate magtype evtype lon auth lat depth \\\n", "0 2021-10-10 15:59:00 ml ke -17.84 MDD 28.57 10.0 \n", "1 2021-10-10 15:56:00 ml ke -17.81 MDD 28.59 33.0 \n", "2 2021-10-10 15:49:00 ml ke -17.84 MDD 28.58 8.0 \n", "3 2021-10-10 15:28:00 ml ke -17.81 MDD 28.59 35.0 \n", "4 2021-10-10 15:25:00 ml ke -17.84 MDD 28.56 11.0 \n", "... ... ... ... ... ... ... ... \n", "1900 2021-08-15 02:04:00 ml ke -16.68 MDD 28.23 20.0 \n", "1901 2021-08-14 23:29:00 ml ke -16.32 MDD 28.30 12.0 \n", "1902 2021-08-12 21:10:00 ml ke -16.90 MDD 28.38 8.0 \n", "1903 2021-08-12 05:41:00 ml ke -16.25 MDD 28.16 22.0 \n", "1904 2021-08-11 17:44:00 ml ke -16.26 MDD 28.13 35.0 \n", "\n", " unid mag time source_id source_catalog \\\n", "0 20211010_0000241 2.7 2021-10-10 15:55:46.700 1046671 EMSC-RTS \n", "1 20211010_0000240 2.6 2021-10-10 15:49:20.400 1046670 EMSC-RTS \n", "2 20211010_0000238 2.4 2021-10-10 15:39:40.100 1046667 EMSC-RTS \n", "3 20211010_0000231 3.4 2021-10-10 15:24:19.300 1046657 EMSC-RTS \n", "4 20211010_0000230 2.8 2021-10-10 15:21:04.400 1046656 EMSC-RTS \n", "... ... ... ... ... ... \n", "1900 20210815_0000014 1.6 2021-08-15 01:59:47.300 1023661 EMSC-RTS \n", "1901 20210814_0000325 1.6 2021-08-14 23:17:43.400 1023602 EMSC-RTS \n", "1902 20210812_0000243 1.5 2021-08-12 20:43:56.200 1022648 EMSC-RTS \n", "1903 20210812_0000062 1.8 2021-08-12 05:18:56.700 1022382 EMSC-RTS \n", "1904 20210811_0000155 2.1 2021-08-11 17:37:33.100 1022199 EMSC-RTS \n", "\n", " flynn_region date mag_range mag_mean \\\n", "0 CANARY ISLANDS, SPAIN REGION 2021-10-10 (2, 3] 2.8 \n", "1 CANARY ISLANDS, SPAIN REGION 2021-10-10 (2, 3] 2.8 \n", "2 CANARY ISLANDS, SPAIN REGION 2021-10-10 (2, 3] 2.8 \n", "3 CANARY ISLANDS, SPAIN REGION 2021-10-10 (3, 4] 2.8 \n", "4 CANARY ISLANDS, SPAIN REGION 2021-10-10 (2, 3] 2.8 \n", "... ... ... ... ... \n", "1900 CANARY ISLANDS, SPAIN REGION 2021-08-15 (0, 2] 2.0 \n", "1901 CANARY ISLANDS, SPAIN REGION 2021-08-14 (0, 2] 1.6 \n", "1902 CANARY ISLANDS, SPAIN REGION 2021-08-12 (0, 2] 1.6 \n", "1903 CANARY ISLANDS, SPAIN REGION 2021-08-12 (0, 2] 1.6 \n", "1904 CANARY ISLANDS, SPAIN REGION 2021-08-11 (2, 3] 2.1 \n", "\n", " depth_mean daily_eq \n", "0 19.2 92 \n", "1 19.2 92 \n", "2 19.2 92 \n", "3 19.2 92 \n", "4 19.2 92 \n", "... ... ... \n", "1900 16.0 3 \n", "1901 12.0 1 \n", "1902 15.0 2 \n", "1903 15.0 2 \n", "1904 35.0 1 \n", "\n", "[1905 rows x 18 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "master_df = pd.DataFrame([q.get(\"properties\") for q in results])\n", "\n", "# Tranform data\n", "\n", "# Remove timezone info to remove numpy deprecation warning\n", "master_df[\"time\"] = master_df[\"time\"].apply(lambda x: x.strip(\"Z\"))\n", "master_df[\"lastupdate\"] = master_df[\"lastupdate\"].apply(lambda x: x.strip(\"Z\"))\n", "\n", "master_df[\"lastupdate\"] = pd.to_datetime(master_df[\"lastupdate\"])\n", "master_df[\"time\"] = pd.to_datetime(master_df[\"time\"])\n", "master_df[\"date\"] = master_df[\"time\"].dt.date\n", "\n", "# Enhance data\n", "\n", "# Create magnitude bins\n", "\n", "m_bins = [\n", " pd.Interval(left=0, right=2),\n", " pd.Interval(left=2, right=3),\n", " pd.Interval(left=3, right=4),\n", " pd.Interval(left=4, right=5),\n", " pd.Interval(left=5, right=float(\"inf\"))\n", "]\n", "\n", "# m_bins_small = [\n", "# pd.Interval(left=-float(\"inf\"), right=3),\n", "# pd.Interval(left=3, right=float(\"inf\")),\n", "# ]\n", "\n", "magnitude_ranges = []\n", "for index, row in master_df.iterrows():\n", " for r in m_bins:\n", " if row[\"mag\"] in r:\n", " magnitude_ranges.append(r)\n", "\n", "master_df['mag_range'] = magnitude_ranges\n", "\n", "# Auto create bins\n", "# master_df['mag_range'] = pd.cut(master_df['mag'], bins = 5)\n", "\n", "# Add mean magnitude and depth per day\n", "\n", "master_df = pd.merge(master_df, master_df.groupby(\"date\").mean().round(decimals=1)[[\"mag\", \"depth\"]], on=\"date\", suffixes=(\"\", \"_mean\"), how=\"right\")\n", "\n", "master_df = pd.merge(master_df, master_df.groupby(\"date\").size().reset_index(name='daily_eq'), how=\"left\", on=[\"date\"])\n", "\n", "\n", "master_df = master_df.sort_values(\"time\", ascending=False, ignore_index=True)\n", "master_df\n" ] }, { "cell_type": "markdown", "id": "67e7e7af-27f6-4009-9888-a28215985077", "metadata": {}, "source": [ "## Visualization of data" ] }, { "cell_type": "code", "execution_count": 4, "id": "9257077f-0070-4902-aa2f-cc2bb1dbc740", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "alignmentgroup": "True", "bingroup": "x", "hovertemplate": "mag_range=(0, 2]
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"#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "3D plot of earthquakes depth" } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df = master_df[\n", " (master_df.lat <= 28.961) & \n", " (master_df.lat >= 28.324) & \n", " (master_df.lon <= -17.7935) & \n", " (master_df.lon >= -17.9478) &\n", " (master_df.date > dt.now().date() - timedelta(days=14))\n", "]\n", "\n", "fig = px.scatter_3d(\n", " df, \n", " x='lat',\n", " y='lon',\n", " z=-df['depth'], \n", " color='mag',\n", " size=df['mag'] ** 2,\n", " labels={\n", " \"z\": \"Depth (km)\",\n", " \"mag\": \"Magnitude\",\n", " },\n", " title=\"3D plot of earthquakes depth\"\n", ")\n", "\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 9, "id": "8d93d7d8-805d-411e-8d36-6eb2fdb52dc9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This notebook was last updated: 2021-10-10 16:01:49.934251 UTC\n" ] } ], "source": [ "print(f\"This notebook was last updated: {dt.utcnow()} UTC\")" ] }, { "cell_type": "markdown", "id": "5119d725-5b4f-4826-a8ff-5578192516ce", "metadata": {}, "source": [ "## Donation\n", "\n", "If you find this useful please consider donating to one of my crypto account. Thank you :)\n", "\n", "[![Donate](https://img.shields.io/badge/Donate-BTC-green.svg?style=plastic&logo=bitcoin)](https://raw.githubusercontent.com/Anonymous5726221/lapalma_data/master/Donate/BTC_Bitcoin)\n", "[![Donate](https://img.shields.io/badge/Donate-BNB-green.svg?style=plastic&logo=binance)](https://raw.githubusercontent.com/Anonymous5726221/lapalma_data/master/Donate/BNB_BinanceSmartChain)\n", "[![Donate](https://img.shields.io/badge/Donate-FTM-green.svg?style=plastic&logo=data:image/svg%2bxml;base64,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)](https://raw.githubusercontent.com/Anonymous5726221/lapalma_data/master/Donate/FTM_Fantom)" ] } ], "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" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }