{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"# MODIS Level 2 - MCD14DL - Fire Radiative Power"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```{hint} \n",
"Execute the notebook on the training platform >>\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This notebook provides you an introduction to data from the [Moderate Resolution Imaging Spectroradiometer (MODIS)](https://modis.gsfc.nasa.gov/about/). We are using MODIS fire radiative power data as a proxy for the next-generation [Fire Radiative Power Pixel (FRPPIXEL) product](https://landsaf.ipma.pt/en/products/fire-products/frppixel/) from LSA SAF that will integrate data from Meteosat Third Generation's [Flexible Combined Imager](https://www.eumetsat.int/mtg-flexible-combined-imager).\n",
"\n",
"This notebook shows the structure of [MODIS Thermal Anomalies/Fire locations 1km FIRMS V0061 NRT (Vector data)](https://earthdata.nasa.gov/earth-observation-data/near-real-time/firms/mcd14dl) and how to load, browse and visualize the data. \n",
"\n",
"The events featured in this notebook are the wildfires in Italy and Greece in summer 2021. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```{admonition} Basic Facts\n",
"**Spatial coverage**: `Global`
\n",
"**Time step**: `Monthly`
\n",
"**Data availability**: `since 2000`\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```{admonition} How to access the data\n",
"This notebook uses the MODIS MCD14DL dataset from the Terra and Aqua platforms. The MCD14DL dataset archive can be ordered via the [FIRMS](https://firms.modaps.eosdis.nasa.gov/download/) and are distributed in `shp`, `json` or `csv` format, which is then zipped. \n",
"\n",
"You need to [register for an Earthdata account](https://urs.earthdata.nasa.gov/) before being able to download data.\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"
\n", " | latitude | \n", "longitude | \n", "brightness | \n", "scan | \n", "track | \n", "acq_time | \n", "satellite | \n", "instrument | \n", "confidence | \n", "version | \n", "bright_t31 | \n", "frp | \n", "daynight | \n", "type | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
acq_date | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
2021-08-05 | \n", "44.1170 | \n", "25.1176 | \n", "311.1 | \n", "1.0 | \n", "1.0 | \n", "26 | \n", "Aqua | \n", "MODIS | \n", "82 | \n", "6.03 | \n", "287.8 | \n", "11.6 | \n", "N | \n", "0 | \n", "
2021-08-05 | \n", "42.0245 | \n", "20.2539 | \n", "300.0 | \n", "1.3 | \n", "1.1 | \n", "26 | \n", "Aqua | \n", "MODIS | \n", "2 | \n", "6.03 | \n", "289.6 | \n", "4.4 | \n", "N | \n", "0 | \n", "
2021-08-05 | \n", "42.0330 | \n", "20.2704 | \n", "308.4 | \n", "1.3 | \n", "1.1 | \n", "26 | \n", "Aqua | \n", "MODIS | \n", "74 | \n", "6.03 | \n", "291.1 | \n", "11.4 | \n", "N | \n", "0 | \n", "
2021-08-05 | \n", "42.0345 | \n", "20.2566 | \n", "353.5 | \n", "1.3 | \n", "1.1 | \n", "26 | \n", "Aqua | \n", "MODIS | \n", "100 | \n", "6.03 | \n", "295.1 | \n", "101.7 | \n", "N | \n", "0 | \n", "
2021-08-05 | \n", "42.0362 | \n", "20.2410 | \n", "325.0 | \n", "1.3 | \n", "1.1 | \n", "26 | \n", "Aqua | \n", "MODIS | \n", "100 | \n", "6.03 | \n", "291.2 | \n", "32.3 | \n", "N | \n", "0 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
2021-08-07 | \n", "44.7821 | \n", "20.5855 | \n", "326.8 | \n", "1.1 | \n", "1.1 | \n", "2043 | \n", "Terra | \n", "MODIS | \n", "100 | \n", "6.03 | \n", "292.9 | \n", "29.1 | \n", "N | \n", "0 | \n", "
2021-08-07 | \n", "44.7837 | \n", "20.5996 | \n", "362.9 | \n", "1.1 | \n", "1.1 | \n", "2043 | \n", "Terra | \n", "MODIS | \n", "100 | \n", "6.03 | \n", "297.5 | \n", "110.4 | \n", "N | \n", "0 | \n", "
2021-08-07 | \n", "43.2199 | \n", "12.6086 | \n", "306.7 | \n", "1.5 | \n", "1.2 | \n", "2043 | \n", "Terra | \n", "MODIS | \n", "69 | \n", "6.03 | \n", "293.5 | \n", "10.7 | \n", "N | \n", "0 | \n", "
2021-08-07 | \n", "37.0451 | \n", "28.8563 | \n", "302.3 | \n", "3.6 | \n", "1.8 | \n", "2320 | \n", "Aqua | \n", "MODIS | \n", "38 | \n", "6.03 | \n", "290.5 | \n", "32.9 | \n", "N | \n", "0 | \n", "
2021-08-07 | \n", "37.0504 | \n", "28.8543 | \n", "308.4 | \n", "3.6 | \n", "1.8 | \n", "2320 | \n", "Aqua | \n", "MODIS | \n", "74 | \n", "6.03 | \n", "290.3 | \n", "56.2 | \n", "N | \n", "0 | \n", "
2108 rows × 14 columns
\n", "\n", " | latitude | \n", "longitude | \n", "confidence | \n", "frp | \n", "
---|---|---|---|---|
acq_date | \n", "\n", " | \n", " | \n", " | \n", " |
2021-08-05 | \n", "44.1170 | \n", "25.1176 | \n", "82 | \n", "11.6 | \n", "
2021-08-05 | \n", "42.0245 | \n", "20.2539 | \n", "2 | \n", "4.4 | \n", "
2021-08-05 | \n", "42.0330 | \n", "20.2704 | \n", "74 | \n", "11.4 | \n", "
2021-08-05 | \n", "42.0345 | \n", "20.2566 | \n", "100 | \n", "101.7 | \n", "
2021-08-05 | \n", "42.0362 | \n", "20.2410 | \n", "100 | \n", "32.3 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
2021-08-07 | \n", "44.7821 | \n", "20.5855 | \n", "100 | \n", "29.1 | \n", "
2021-08-07 | \n", "44.7837 | \n", "20.5996 | \n", "100 | \n", "110.4 | \n", "
2021-08-07 | \n", "43.2199 | \n", "12.6086 | \n", "69 | \n", "10.7 | \n", "
2021-08-07 | \n", "37.0451 | \n", "28.8563 | \n", "38 | \n", "32.9 | \n", "
2021-08-07 | \n", "37.0504 | \n", "28.8543 | \n", "74 | \n", "56.2 | \n", "
2108 rows × 4 columns
\n", "\n", " | latitude | \n", "longitude | \n", "confidence | \n", "frp | \n", "
---|---|---|---|---|
acq_date | \n", "\n", " | \n", " | \n", " | \n", " |
2021-08-05 | \n", "44.1170 | \n", "25.1176 | \n", "82 | \n", "11.6 | \n", "
2021-08-05 | \n", "42.0245 | \n", "20.2539 | \n", "2 | \n", "4.4 | \n", "
2021-08-05 | \n", "42.0330 | \n", "20.2704 | \n", "74 | \n", "11.4 | \n", "
2021-08-05 | \n", "42.0345 | \n", "20.2566 | \n", "100 | \n", "101.7 | \n", "
2021-08-05 | \n", "42.0362 | \n", "20.2410 | \n", "100 | \n", "32.3 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
2021-08-05 | \n", "37.3375 | \n", "28.3422 | \n", "87 | \n", "38.7 | \n", "
2021-08-05 | \n", "37.3261 | \n", "28.3095 | \n", "100 | \n", "73.4 | \n", "
2021-08-05 | \n", "37.3241 | \n", "28.3384 | \n", "79 | \n", "33.2 | \n", "
2021-08-05 | \n", "37.0630 | \n", "31.4832 | \n", "52 | \n", "8.7 | \n", "
2021-08-05 | \n", "37.3310 | \n", "28.3050 | \n", "100 | \n", "93.0 | \n", "
785 rows × 4 columns
\n", "\n", " | latitude | \n", "longitude | \n", "confidence | \n", "frp | \n", "
---|---|---|---|---|
acq_date | \n", "\n", " | \n", " | \n", " | \n", " |
2021-08-05 | \n", "44.1170 | \n", "25.1176 | \n", "82 | \n", "11.6 | \n", "
2021-08-05 | \n", "42.0330 | \n", "20.2704 | \n", "74 | \n", "11.4 | \n", "
2021-08-05 | \n", "42.0345 | \n", "20.2566 | \n", "100 | \n", "101.7 | \n", "
2021-08-05 | \n", "42.0362 | \n", "20.2410 | \n", "100 | \n", "32.3 | \n", "
2021-08-05 | \n", "41.8277 | \n", "22.7949 | \n", "79 | \n", "16.6 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
2021-08-05 | \n", "37.3396 | \n", "28.3121 | \n", "100 | \n", "74.8 | \n", "
2021-08-05 | \n", "37.3375 | \n", "28.3422 | \n", "87 | \n", "38.7 | \n", "
2021-08-05 | \n", "37.3261 | \n", "28.3095 | \n", "100 | \n", "73.4 | \n", "
2021-08-05 | \n", "37.3241 | \n", "28.3384 | \n", "79 | \n", "33.2 | \n", "
2021-08-05 | \n", "37.3310 | \n", "28.3050 | \n", "100 | \n", "93.0 | \n", "
650 rows × 4 columns
\n", "