Sentinel_S5p_data_SO2.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Sentinel-S5p data SO2.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "toc_visible": true,
      "authorship_tag": "ABX9TyPCyyq3zT4N0qqkCEzHzs1h",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/C3Suryansu/NASA-Sentinel-Data-Extraction/blob/main/Sentinel_S5p_data_SO2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "_xK5y3-nd0Iz"
      },
      "source": [
        "#Using github py script"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OQw9rPg7aA2B",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 102
        },
        "outputId": "336978b6-c522-4e56-c614-00ee4d0c606f"
      },
      "source": [
        "#id - harsh9524\n",
        "#pass - dodceg-vomvo4-vobZym\n",
        "#63.951, 0, 95.592, 40.078\n",
        "#68.555,5.801,97.031,36.563\n",
        "!git clone https://github.com/olivierhagolle/Sentinel-download.git"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Cloning into 'Sentinel-download'...\n",
            "remote: Enumerating objects: 347, done.\u001b[K\n",
            "remote: Total 347 (delta 0), reused 0 (delta 0), pack-reused 347\u001b[K\n",
            "Receiving objects: 100% (347/347), 104.51 KiB | 4.98 MiB/s, done.\n",
            "Resolving deltas: 100% (179/179), done.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "nLTl9vsqxyIN"
      },
      "source": [
        "!python Sentinel-download/Sentinel_download.py --lat 28.704 --lon 77.102 -a Sentinel-download/apihub.txt -s S2"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "E9Uq-vTuiDdS"
      },
      "source": [
        "#-o 119 (could vary, not sure)\n",
        "!python Sentinel-download/Sentinel_download.py --latmin 5.801 --latmax 36.563 --lonmin 68.555 --lonmax 97.031 -a Sentinel-download/apihub.txt -d 20200221 -f 20200222 -s S5P"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fBlWdFHrjJn6"
      },
      "source": [
        "!python Sentinel-download/Sentinel_download.py --latmin 43 --latmax 46 --lonmin -1 --lonmax 2 -a Sentinel-download/apihub.txt -o 94 -d 20151206 -f 20151207 -n -s S2"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "oQ4Oq7Hjh4kt",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 323
        },
        "outputId": "1f0fb7ba-052d-4d8a-8d3c-ec29d97788c0"
      },
      "source": [
        "!wget --content-disposition --continue --user=harsh9524 --password=dodceg-vomvo4-vobZym \"https://scihub.copernicus.eu/dhus/odata/v1/Products('4187dd00-1a88-43be-a1c1-e201c25560fd')/$value\""
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2020-09-24 13:18:50--  https://scihub.copernicus.eu/dhus/odata/v1/Products('4187dd00-1a88-43be-a1c1-e201c25560fd')/\n",
            "Resolving scihub.copernicus.eu (scihub.copernicus.eu)... 131.176.236.28\n",
            "Connecting to scihub.copernicus.eu (scihub.copernicus.eu)|131.176.236.28|:443... connected.\n",
            "HTTP request sent, awaiting response... 401 Unauthorized\n",
            "Authentication selected: Basic realm=\"OData service\"\n",
            "Connecting to scihub.copernicus.eu (scihub.copernicus.eu)|131.176.236.28|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: unspecified [application/metalink4+xml]\n",
            "--2020-09-24 13:18:52--  https://scihub.copernicus.eu/dhus/odata/v1/Products('4187dd00-1a88-43be-a1c1-e201c25560fd')/\n",
            "Reusing existing connection to scihub.copernicus.eu:443.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 2991 (2.9K) [application/metalink4+xml]\n",
            "Saving to: ‘index.html’\n",
            "\n",
            "index.html          100%[===================>]   2.92K  --.-KB/s    in 0s      \n",
            "\n",
            "2020-09-24 13:18:52 (356 MB/s) - ‘index.html’ saved [2991/2991]\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "c5QDkG0vkCpw"
      },
      "source": [
        "!apt-get install aria2"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "8w_CpGVdkAsu"
      },
      "source": [
        "!aria2c --http-user=\"your username\" --http-passwd=\"your password\" --check-certificate=false --max-concurrent-downloads=2 -M products.meta4"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HlaN2s2idwc5"
      },
      "source": [
        "#Using wget\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VukeqQcte-Kx",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 51
        },
        "outputId": "e8bc12a3-0122-4183-b54f-3bde86f821ca"
      },
      "source": [
        "!mkdir apr2jun\n",
        "%cd apr2jun"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "mkdir: cannot create directory ‘apr2jun’: File exists\n",
            "/content/apr2jun\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6YmnoCJu5BIH",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "56a18d64-a881-4d72-a043-1183e2f7eec9"
      },
      "source": [
        "!wget --user c3wiz --password Password@123 -i /content/subset_S5P_L2__SO2____HiR_1_20200926_123551.txt"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2020-09-26 12:40:15--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/116/S5P_OFFL_L2__SO2____20200425T065237_20200425T083408_13122_01_010108_20200427T094211.nc\n",
            "Resolving tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)... 198.118.197.54, 2001:4d0:241a:4041::54\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 302 Found\n",
            "Location: https://urs.earthdata.nasa.gov/oauth/authorize/?scope=uid&app_type=401&client_id=e2WVk8Pw6weeLUKZYOxvTQ&response_type=code&redirect_uri=http%3A%2F%2Ftropomi.gesdisc.eosdis.nasa.gov%2Fdata-redirect&state=aHR0cHM6Ly90cm9wb21pLmdlc2Rpc2MuZW9zZGlzLm5hc2EuZ292L2RhdGEvUzVQX1RST1BPTUlfTGV2ZWwyL1M1UF9MMl9fU08yX19fX0hpUi4xLzIwMjAvMTE2L1M1UF9PRkZMX0wyX19TTzJfX19fMjAyMDA0MjVUMDY1MjM3XzIwMjAwNDI1VDA4MzQwOF8xMzEyMl8wMV8wMTAxMDhfMjAyMDA0MjdUMDk0MjExLm5j [following]\n",
            "--2020-09-26 12:40:15--  https://urs.earthdata.nasa.gov/oauth/authorize/?scope=uid&app_type=401&client_id=e2WVk8Pw6weeLUKZYOxvTQ&response_type=code&redirect_uri=http%3A%2F%2Ftropomi.gesdisc.eosdis.nasa.gov%2Fdata-redirect&state=aHR0cHM6Ly90cm9wb21pLmdlc2Rpc2MuZW9zZGlzLm5hc2EuZ292L2RhdGEvUzVQX1RST1BPTUlfTGV2ZWwyL1M1UF9MMl9fU08yX19fX0hpUi4xLzIwMjAvMTE2L1M1UF9PRkZMX0wyX19TTzJfX19fMjAyMDA0MjVUMDY1MjM3XzIwMjAwNDI1VDA4MzQwOF8xMzEyMl8wMV8wMTAxMDhfMjAyMDA0MjdUMDk0MjExLm5j\n",
            "Resolving urs.earthdata.nasa.gov (urs.earthdata.nasa.gov)... 198.118.243.33, 2001:4d0:241a:4081::89\n",
            "Connecting to urs.earthdata.nasa.gov (urs.earthdata.nasa.gov)|198.118.243.33|:443... connected.\n",
            "HTTP request sent, awaiting response... 401 Unauthorized\n",
            "Authentication selected: Basic realm=\"Please enter your Earthdata Login credentials. If you do not have a Earthdata Login, create one at https://urs.earthdata.nasa.gov//users/new\"\n",
            "Reusing existing connection to urs.earthdata.nasa.gov:443.\n",
            "HTTP request sent, awaiting response... 302 Found\n",
            "Location: http://tropomi.gesdisc.eosdis.nasa.gov/data-redirect?code=3313f8df201b976c05f43c519ae8505e2209cc1932f9bb15f3d362afaa4c31a3&state=aHR0cHM6Ly90cm9wb21pLmdlc2Rpc2MuZW9zZGlzLm5hc2EuZ292L2RhdGEvUzVQX1RST1BPTUlfTGV2ZWwyL1M1UF9MMl9fU08yX19fX0hpUi4xLzIwMjAvMTE2L1M1UF9PRkZMX0wyX19TTzJfX19fMjAyMDA0MjVUMDY1MjM3XzIwMjAwNDI1VDA4MzQwOF8xMzEyMl8wMV8wMTAxMDhfMjAyMDA0MjdUMDk0MjExLm5j [following]\n",
            "URL transformed to HTTPS due to an HSTS policy\n",
            "--2020-09-26 12:40:16--  https://tropomi.gesdisc.eosdis.nasa.gov/data-redirect?code=3313f8df201b976c05f43c519ae8505e2209cc1932f9bb15f3d362afaa4c31a3&state=aHR0cHM6Ly90cm9wb21pLmdlc2Rpc2MuZW9zZGlzLm5hc2EuZ292L2RhdGEvUzVQX1RST1BPTUlfTGV2ZWwyL1M1UF9MMl9fU08yX19fX0hpUi4xLzIwMjAvMTE2L1M1UF9PRkZMX0wyX19TTzJfX19fMjAyMDA0MjVUMDY1MjM3XzIwMjAwNDI1VDA4MzQwOF8xMzEyMl8wMV8wMTAxMDhfMjAyMDA0MjdUMDk0MjExLm5j\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 302 Found\n",
            "Location: https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/116/S5P_OFFL_L2__SO2____20200425T065237_20200425T083408_13122_01_010108_20200427T094211.nc [following]\n",
            "--2020-09-26 12:40:16--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/116/S5P_OFFL_L2__SO2____20200425T065237_20200425T083408_13122_01_010108_20200427T094211.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 972413535 (927M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200425T065237_20200425T083408_13122_01_010108_20200427T094211.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 927.37M  67.4MB/s    in 16s     \n",
            "\n",
            "2020-09-26 12:40:32 (59.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200425T065237_20200425T083408_13122_01_010108_20200427T094211.nc’ saved [972413535/972413535]\n",
            "\n",
            "--2020-09-26 12:40:32--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/117/S5P_OFFL_L2__SO2____20200426T063341_20200426T081511_13136_01_010108_20200428T091135.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 971902082 (927M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200426T063341_20200426T081511_13136_01_010108_20200428T091135.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 926.88M  66.3MB/s    in 14s     \n",
            "\n",
            "2020-09-26 12:40:46 (64.8 MB/s) - ‘S5P_OFFL_L2__SO2____20200426T063341_20200426T081511_13136_01_010108_20200428T091135.nc’ saved [971902082/971902082]\n",
            "\n",
            "--2020-09-26 12:40:46--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/118/S5P_OFFL_L2__SO2____20200427T061444_20200427T075615_13150_01_010108_20200429T075550.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 975033916 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200427T061444_20200427T075615_13150_01_010108_20200429T075550.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 929.86M  67.1MB/s    in 14s     \n",
            "\n",
            "2020-09-26 12:41:01 (65.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200427T061444_20200427T075615_13150_01_010108_20200429T075550.nc’ saved [975033916/975033916]\n",
            "\n",
            "--2020-09-26 12:41:01--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/118/S5P_OFFL_L2__SO2____20200427T075615_20200427T093745_13151_01_010108_20200429T095707.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 967568252 (923M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200427T075615_20200427T093745_13151_01_010108_20200429T095707.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 922.74M  67.1MB/s    in 14s     \n",
            "\n",
            "2020-09-26 12:41:15 (65.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200427T075615_20200427T093745_13151_01_010108_20200429T095707.nc’ saved [967568252/967568252]\n",
            "\n",
            "--2020-09-26 12:41:15--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/119/S5P_OFFL_L2__SO2____20200428T073718_20200428T091849_13165_01_010108_20200430T094008.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 972319445 (927M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200428T073718_20200428T091849_13165_01_010108_20200430T094008.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 927.28M  66.3MB/s    in 16s     \n",
            "\n",
            "2020-09-26 12:41:32 (57.0 MB/s) - ‘S5P_OFFL_L2__SO2____20200428T073718_20200428T091849_13165_01_010108_20200430T094008.nc’ saved [972319445/972319445]\n",
            "\n",
            "--2020-09-26 12:41:32--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/120/S5P_OFFL_L2__SO2____20200429T071822_20200429T085952_13179_01_010108_20200501T094633.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 974419018 (929M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200429T071822_20200429T085952_13179_01_010108_20200501T094633.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 929.28M  66.5MB/s    in 15s     \n",
            "\n",
            "2020-09-26 12:41:47 (60.2 MB/s) - ‘S5P_OFFL_L2__SO2____20200429T071822_20200429T085952_13179_01_010108_20200501T094633.nc’ saved [974419018/974419018]\n",
            "\n",
            "--2020-09-26 12:41:47--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/121/S5P_OFFL_L2__SO2____20200430T065925_20200430T084055_13193_01_010108_20200502T083014.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 973011575 (928M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200430T065925_20200430T084055_13193_01_010108_20200502T083014.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 927.94M  67.5MB/s    in 14s     \n",
            "\n",
            "2020-09-26 12:42:02 (65.5 MB/s) - ‘S5P_OFFL_L2__SO2____20200430T065925_20200430T084055_13193_01_010108_20200502T083014.nc’ saved [973011575/973011575]\n",
            "\n",
            "--2020-09-26 12:42:02--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/122/S5P_OFFL_L2__SO2____20200501T064028_20200501T082158_13207_01_010108_20200503T080811.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 971545670 (927M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200501T064028_20200501T082158_13207_01_010108_20200503T080811.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 926.54M  66.9MB/s    in 14s     \n",
            "\n",
            "2020-09-26 12:42:16 (65.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200501T064028_20200501T082158_13207_01_010108_20200503T080811.nc’ saved [971545670/971545670]\n",
            "\n",
            "--2020-09-26 12:42:16--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/123/S5P_OFFL_L2__SO2____20200502T062131_20200502T080302_13221_01_010108_20200504T080931.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 971551846 (927M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200502T062131_20200502T080302_13221_01_010108_20200504T080931.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 926.54M  66.5MB/s    in 14s     \n",
            "\n",
            "2020-09-26 12:42:30 (65.2 MB/s) - ‘S5P_OFFL_L2__SO2____20200502T062131_20200502T080302_13221_01_010108_20200504T080931.nc’ saved [971551846/971551846]\n",
            "\n",
            "--2020-09-26 12:42:30--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/123/S5P_OFFL_L2__SO2____20200502T080302_20200502T094432_13222_01_010108_20200504T095722.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 966659058 (922M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200502T080302_20200502T094432_13222_01_010108_20200504T095722.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 921.88M  66.8MB/s    in 14s     \n",
            "\n",
            "2020-09-26 12:42:45 (65.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200502T080302_20200502T094432_13222_01_010108_20200504T095722.nc’ saved [966659058/966659058]\n",
            "\n",
            "--2020-09-26 12:42:45--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/124/S5P_OFFL_L2__SO2____20200503T074405_20200503T092535_13236_01_010108_20200505T105224.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 966850957 (922M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200503T074405_20200503T092535_13236_01_010108_20200505T105224.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 922.06M  1.83MB/s    in 8m 15s  \n",
            "\n",
            "2020-09-26 12:51:00 (1.86 MB/s) - ‘S5P_OFFL_L2__SO2____20200503T074405_20200503T092535_13236_01_010108_20200505T105224.nc’ saved [966850957/966850957]\n",
            "\n",
            "--2020-09-26 12:51:00--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/125/S5P_OFFL_L2__SO2____20200504T072508_20200504T090638_13250_01_010108_20200506T102647.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 968903547 (924M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200504T072508_20200504T090638_13250_01_010108_20200506T102647.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 924.02M  66.5MB/s    in 19s     \n",
            "\n",
            "2020-09-26 12:51:19 (49.5 MB/s) - ‘S5P_OFFL_L2__SO2____20200504T072508_20200504T090638_13250_01_010108_20200506T102647.nc’ saved [968903547/968903547]\n",
            "\n",
            "--2020-09-26 12:51:19--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/126/S5P_OFFL_L2__SO2____20200505T070610_20200505T084741_13264_01_010108_20200507T092909.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 966678584 (922M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200505T070610_20200505T084741_13264_01_010108_20200507T092909.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 921.90M  66.2MB/s    in 15s     \n",
            "\n",
            "2020-09-26 12:51:34 (63.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200505T070610_20200505T084741_13264_01_010108_20200507T092909.nc’ saved [966678584/966678584]\n",
            "\n",
            "--2020-09-26 12:51:34--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/127/S5P_OFFL_L2__SO2____20200506T064713_20200506T082843_13278_01_010108_20200508T085325.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 969617228 (925M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200506T064713_20200506T082843_13278_01_010108_20200508T085325.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 924.70M  65.5MB/s    in 16s     \n",
            "\n",
            "2020-09-26 12:51:51 (56.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200506T064713_20200506T082843_13278_01_010108_20200508T085325.nc’ saved [969617228/969617228]\n",
            "\n",
            "--2020-09-26 12:51:51--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/128/S5P_OFFL_L2__SO2____20200507T062816_20200507T080946_13292_01_010108_20200509T090337.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 969562466 (925M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200507T062816_20200507T080946_13292_01_010108_20200509T090337.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 924.65M  65.9MB/s    in 15s     \n",
            "\n",
            "2020-09-26 12:52:06 (61.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200507T062816_20200507T080946_13292_01_010108_20200509T090337.nc’ saved [969562466/969562466]\n",
            "\n",
            "--2020-09-26 12:52:06--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/129/S5P_OFFL_L2__SO2____20200508T060918_20200508T075049_13306_01_010108_20200510T075134.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 971159247 (926M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200508T060918_20200508T075049_13306_01_010108_20200510T075134.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 926.17M  65.7MB/s    in 14s     \n",
            "\n",
            "2020-09-26 12:52:20 (64.3 MB/s) - ‘S5P_OFFL_L2__SO2____20200508T060918_20200508T075049_13306_01_010108_20200510T075134.nc’ saved [971159247/971159247]\n",
            "\n",
            "--2020-09-26 12:52:20--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/129/S5P_OFFL_L2__SO2____20200508T075049_20200508T093219_13307_01_010108_20200511T215654.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 963653074 (919M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200508T075049_20200508T093219_13307_01_010108_20200511T215654.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 919.01M  1.39MB/s    in 8m 29s  \n",
            "\n",
            "2020-09-26 13:00:50 (1.80 MB/s) - ‘S5P_OFFL_L2__SO2____20200508T075049_20200508T093219_13307_01_010108_20200511T215654.nc’ saved [963653074/963653074]\n",
            "\n",
            "--2020-09-26 13:00:50--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/130/S5P_OFFL_L2__SO2____20200509T073151_20200509T091321_13321_01_010108_20200511T233623.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 961666765 (917M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200509T073151_20200509T091321_13321_01_010108_20200511T233623.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 917.12M  62.1MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:01:06 (57.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200509T073151_20200509T091321_13321_01_010108_20200511T233623.nc’ saved [961666765/961666765]\n",
            "\n",
            "--2020-09-26 13:01:06--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/131/S5P_OFFL_L2__SO2____20200510T071254_20200510T085424_13335_01_010108_20200512T211933.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 966323947 (922M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200510T071254_20200510T085424_13335_01_010108_20200512T211933.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 921.56M  63.9MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:01:21 (64.0 MB/s) - ‘S5P_OFFL_L2__SO2____20200510T071254_20200510T085424_13335_01_010108_20200512T211933.nc’ saved [966323947/966323947]\n",
            "\n",
            "--2020-09-26 13:01:21--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/132/S5P_OFFL_L2__SO2____20200511T065356_20200511T083526_13349_01_010108_20200513T124323.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 934493022 (891M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200511T065356_20200511T083526_13349_01_010108_20200513T124323.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 891.20M  66.8MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:01:35 (64.3 MB/s) - ‘S5P_OFFL_L2__SO2____20200511T065356_20200511T083526_13349_01_010108_20200513T124323.nc’ saved [934493022/934493022]\n",
            "\n",
            "--2020-09-26 13:01:35--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/133/S5P_OFFL_L2__SO2____20200512T063458_20200512T081628_13363_01_010108_20200514T080630.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 938197244 (895M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200512T063458_20200512T081628_13363_01_010108_20200514T080630.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 894.73M  66.2MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:01:49 (64.2 MB/s) - ‘S5P_OFFL_L2__SO2____20200512T063458_20200512T081628_13363_01_010108_20200514T080630.nc’ saved [938197244/938197244]\n",
            "\n",
            "--2020-09-26 13:01:49--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/134/S5P_OFFL_L2__SO2____20200513T061600_20200513T075730_13377_01_010108_20200515T081110.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 973330614 (928M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200513T061600_20200513T075730_13377_01_010108_20200515T081110.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 928.24M  50.8MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:02:05 (59.0 MB/s) - ‘S5P_OFFL_L2__SO2____20200513T061600_20200513T075730_13377_01_010108_20200515T081110.nc’ saved [973330614/973330614]\n",
            "\n",
            "--2020-09-26 13:02:05--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/134/S5P_OFFL_L2__SO2____20200513T075730_20200513T093900_13378_01_010108_20200515T085954.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 936013880 (893M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200513T075730_20200513T093900_13378_01_010108_20200515T085954.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 892.65M  67.2MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:02:19 (64.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200513T075730_20200513T093900_13378_01_010108_20200515T085954.nc’ saved [936013880/936013880]\n",
            "\n",
            "--2020-09-26 13:02:19--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/135/S5P_OFFL_L2__SO2____20200514T073832_20200514T092002_13392_01_010108_20200516T102904.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 973572357 (928M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200514T073832_20200514T092002_13392_01_010108_20200516T102904.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 928.47M  66.1MB/s    in 15s     \n",
            "\n",
            "2020-09-26 13:02:34 (64.0 MB/s) - ‘S5P_OFFL_L2__SO2____20200514T073832_20200514T092002_13392_01_010108_20200516T102904.nc’ saved [973572357/973572357]\n",
            "\n",
            "--2020-09-26 13:02:34--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/136/S5P_OFFL_L2__SO2____20200515T071934_20200515T090104_13406_01_010108_20200517T095540.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 974207711 (929M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200515T071934_20200515T090104_13406_01_010108_20200517T095540.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 929.08M  55.8MB/s    in 17s     \n",
            "\n",
            "2020-09-26 13:02:50 (55.7 MB/s) - ‘S5P_OFFL_L2__SO2____20200515T071934_20200515T090104_13406_01_010108_20200517T095540.nc’ saved [974207711/974207711]\n",
            "\n",
            "--2020-09-26 13:02:50--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/137/S5P_OFFL_L2__SO2____20200516T070036_20200516T084206_13420_01_010108_20200518T083524.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 973536274 (928M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200516T070036_20200516T084206_13420_01_010108_20200518T083524.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 928.44M  61.5MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:03:07 (57.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200516T070036_20200516T084206_13420_01_010108_20200518T083524.nc’ saved [973536274/973536274]\n",
            "\n",
            "--2020-09-26 13:03:07--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/138/S5P_OFFL_L2__SO2____20200517T064137_20200517T082308_13434_01_010108_20200519T092752.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 975374111 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200517T064137_20200517T082308_13434_01_010108_20200519T092752.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 930.19M  67.0MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:03:21 (64.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200517T064137_20200517T082308_13434_01_010108_20200519T092752.nc’ saved [975374111/975374111]\n",
            "\n",
            "--2020-09-26 13:03:21--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/139/S5P_OFFL_L2__SO2____20200518T062239_20200518T080409_13448_01_010108_20200520T091035.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 976616798 (931M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200518T062239_20200518T080409_13448_01_010108_20200520T091035.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 931.37M  67.0MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:03:36 (64.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200518T062239_20200518T080409_13448_01_010108_20200520T091035.nc’ saved [976616798/976616798]\n",
            "\n",
            "--2020-09-26 13:03:36--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/139/S5P_OFFL_L2__SO2____20200518T080409_20200518T094539_13449_01_010108_20200520T102228.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 971198382 (926M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200518T080409_20200518T094539_13449_01_010108_20200520T102228.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 926.21M  66.4MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:03:50 (64.8 MB/s) - ‘S5P_OFFL_L2__SO2____20200518T080409_20200518T094539_13449_01_010108_20200520T102228.nc’ saved [971198382/971198382]\n",
            "\n",
            "--2020-09-26 13:03:50--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/140/S5P_OFFL_L2__SO2____20200519T074510_20200519T092641_13463_01_010108_20200521T093435.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 970806540 (926M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200519T074510_20200519T092641_13463_01_010108_20200521T093435.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 925.83M  58.0MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:04:06 (58.7 MB/s) - ‘S5P_OFFL_L2__SO2____20200519T074510_20200519T092641_13463_01_010108_20200521T093435.nc’ saved [970806540/970806540]\n",
            "\n",
            "--2020-09-26 13:04:06--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/141/S5P_OFFL_L2__SO2____20200520T072612_20200520T090742_13477_01_010108_20200522T094304.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 968597645 (924M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200520T072612_20200520T090742_13477_01_010108_20200522T094304.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 923.73M  67.2MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:04:21 (64.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200520T072612_20200520T090742_13477_01_010108_20200522T094304.nc’ saved [968597645/968597645]\n",
            "\n",
            "--2020-09-26 13:04:21--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/142/S5P_OFFL_L2__SO2____20200521T070713_20200521T084843_13491_01_010108_20200523T090948.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 968592994 (924M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200521T070713_20200521T084843_13491_01_010108_20200523T090948.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 923.72M  66.9MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:04:35 (64.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200521T070713_20200521T084843_13491_01_010108_20200523T090948.nc’ saved [968592994/968592994]\n",
            "\n",
            "--2020-09-26 13:04:35--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/143/S5P_OFFL_L2__SO2____20200522T064814_20200522T082944_13505_01_010108_20200524T081903.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 969931859 (925M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200522T064814_20200522T082944_13505_01_010108_20200524T081903.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 925.00M  66.6MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:04:50 (64.8 MB/s) - ‘S5P_OFFL_L2__SO2____20200522T064814_20200522T082944_13505_01_010108_20200524T081903.nc’ saved [969931859/969931859]\n",
            "\n",
            "--2020-09-26 13:04:50--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/144/S5P_OFFL_L2__SO2____20200523T062915_20200523T081045_13519_01_010108_20200525T082201.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 971979129 (927M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200523T062915_20200523T081045_13519_01_010108_20200525T082201.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 926.95M  66.5MB/s    in 17s     \n",
            "\n",
            "2020-09-26 13:05:07 (55.7 MB/s) - ‘S5P_OFFL_L2__SO2____20200523T062915_20200523T081045_13519_01_010108_20200525T082201.nc’ saved [971979129/971979129]\n",
            "\n",
            "--2020-09-26 13:05:07--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/145/S5P_OFFL_L2__SO2____20200524T061016_20200524T075146_13533_01_010108_20200526T083447.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 974778387 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200524T061016_20200524T075146_13533_01_010108_20200526T083447.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 929.62M  66.3MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:05:21 (65.1 MB/s) - ‘S5P_OFFL_L2__SO2____20200524T061016_20200524T075146_13533_01_010108_20200526T083447.nc’ saved [974778387/974778387]\n",
            "\n",
            "--2020-09-26 13:05:21--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/145/S5P_OFFL_L2__SO2____20200524T075146_20200524T093316_13534_01_010108_20200526T104400.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 961682207 (917M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200524T075146_20200524T093316_13534_01_010108_20200526T104400.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 917.13M  62.6MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:05:38 (56.1 MB/s) - ‘S5P_OFFL_L2__SO2____20200524T075146_20200524T093316_13534_01_010108_20200526T104400.nc’ saved [961682207/961682207]\n",
            "\n",
            "--2020-09-26 13:05:38--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/146/S5P_OFFL_L2__SO2____20200525T073247_20200525T091417_13548_01_010108_20200527T100054.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 962604356 (918M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200525T073247_20200525T091417_13548_01_010108_20200527T100054.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 918.01M  47.2MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:05:53 (58.7 MB/s) - ‘S5P_OFFL_L2__SO2____20200525T073247_20200525T091417_13548_01_010108_20200527T100054.nc’ saved [962604356/962604356]\n",
            "\n",
            "--2020-09-26 13:05:53--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/147/S5P_OFFL_L2__SO2____20200526T071347_20200526T085517_13562_01_010108_20200528T090236.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 962944006 (918M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200526T071347_20200526T085517_13562_01_010108_20200528T090236.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 918.33M  49.0MB/s    in 17s     \n",
            "\n",
            "2020-09-26 13:06:11 (54.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200526T071347_20200526T085517_13562_01_010108_20200528T090236.nc’ saved [962944006/962944006]\n",
            "\n",
            "--2020-09-26 13:06:11--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/148/S5P_OFFL_L2__SO2____20200527T065448_20200527T083618_13576_01_010108_20200529T084006.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 963941224 (919M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200527T065448_20200527T083618_13576_01_010108_20200529T084006.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 919.29M  61.0MB/s    in 19s     \n",
            "\n",
            "2020-09-26 13:06:30 (48.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200527T065448_20200527T083618_13576_01_010108_20200529T084006.nc’ saved [963941224/963941224]\n",
            "\n",
            "--2020-09-26 13:06:30--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/149/S5P_OFFL_L2__SO2____20200528T063548_20200528T081718_13590_01_010108_20200530T085232.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 968883870 (924M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200528T063548_20200528T081718_13590_01_010108_20200530T085232.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 924.00M  63.0MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:06:46 (56.0 MB/s) - ‘S5P_OFFL_L2__SO2____20200528T063548_20200528T081718_13590_01_010108_20200530T085232.nc’ saved [968883870/968883870]\n",
            "\n",
            "--2020-09-26 13:06:46--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/150/S5P_OFFL_L2__SO2____20200529T061648_20200529T075819_13604_01_010108_20200531T082843.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 974913732 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200529T061648_20200529T075819_13604_01_010108_20200531T082843.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 929.75M  53.0MB/s    in 17s     \n",
            "\n",
            "2020-09-26 13:07:04 (55.1 MB/s) - ‘S5P_OFFL_L2__SO2____20200529T061648_20200529T075819_13604_01_010108_20200531T082843.nc’ saved [974913732/974913732]\n",
            "\n",
            "--2020-09-26 13:07:04--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/150/S5P_OFFL_L2__SO2____20200529T075819_20200529T093949_13605_01_010108_20200531T104442.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 965023816 (920M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200529T075819_20200529T093949_13605_01_010108_20200531T104442.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 920.32M  56.7MB/s    in 20s     \n",
            "\n",
            "2020-09-26 13:07:24 (45.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200529T075819_20200529T093949_13605_01_010108_20200531T104442.nc’ saved [965023816/965023816]\n",
            "\n",
            "--2020-09-26 13:07:24--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/151/S5P_OFFL_L2__SO2____20200530T073919_20200530T092049_13619_01_010108_20200601T090315.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 931088201 (888M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200530T073919_20200530T092049_13619_01_010108_20200601T090315.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 887.95M  61.6MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:07:40 (55.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200530T073919_20200530T092049_13619_01_010108_20200601T090315.nc’ saved [931088201/931088201]\n",
            "\n",
            "--2020-09-26 13:07:40--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/152/S5P_OFFL_L2__SO2____20200531T072019_20200531T090149_13633_01_010108_20200602T090741.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 932198664 (889M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200531T072019_20200531T090149_13633_01_010108_20200602T090741.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 889.01M  49.3MB/s    in 20s     \n",
            "\n",
            "2020-09-26 13:08:00 (44.1 MB/s) - ‘S5P_OFFL_L2__SO2____20200531T072019_20200531T090149_13633_01_010108_20200602T090741.nc’ saved [932198664/932198664]\n",
            "\n",
            "--2020-09-26 13:08:00--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/153/S5P_OFFL_L2__SO2____20200601T070119_20200601T084249_13647_01_010108_20200603T092113.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 969474695 (925M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200601T070119_20200601T084249_13647_01_010108_20200603T092113.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 924.56M  45.2MB/s    in 20s     \n",
            "\n",
            "2020-09-26 13:08:21 (45.5 MB/s) - ‘S5P_OFFL_L2__SO2____20200601T070119_20200601T084249_13647_01_010108_20200603T092113.nc’ saved [969474695/969474695]\n",
            "\n",
            "--2020-09-26 13:08:21--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/154/S5P_OFFL_L2__SO2____20200602T064218_20200602T082348_13661_01_010108_20200604T085953.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 972090768 (927M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200602T064218_20200602T082348_13661_01_010108_20200604T085953.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 927.06M  47.6MB/s    in 23s     \n",
            "\n",
            "2020-09-26 13:08:44 (40.5 MB/s) - ‘S5P_OFFL_L2__SO2____20200602T064218_20200602T082348_13661_01_010108_20200604T085953.nc’ saved [972090768/972090768]\n",
            "\n",
            "--2020-09-26 13:08:44--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/155/S5P_OFFL_L2__SO2____20200603T062318_20200603T080448_13675_01_010108_20200605T081448.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 973696196 (929M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200603T062318_20200603T080448_13675_01_010108_20200605T081448.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 928.59M  66.6MB/s    in 17s     \n",
            "\n",
            "2020-09-26 13:09:01 (54.3 MB/s) - ‘S5P_OFFL_L2__SO2____20200603T062318_20200603T080448_13675_01_010108_20200605T081448.nc’ saved [973696196/973696196]\n",
            "\n",
            "--2020-09-26 13:09:01--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/155/S5P_OFFL_L2__SO2____20200603T080448_20200603T094618_13676_01_010108_20200605T100001.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 966641402 (922M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200603T080448_20200603T094618_13676_01_010108_20200605T100001.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 921.86M  64.0MB/s    in 17s     \n",
            "\n",
            "2020-09-26 13:09:18 (55.1 MB/s) - ‘S5P_OFFL_L2__SO2____20200603T080448_20200603T094618_13676_01_010108_20200605T100001.nc’ saved [966641402/966641402]\n",
            "\n",
            "--2020-09-26 13:09:18--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/156/S5P_OFFL_L2__SO2____20200604T074548_20200604T092718_13690_01_010108_20200606T095616.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 963918806 (919M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200604T074548_20200604T092718_13690_01_010108_20200606T095616.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 919.26M  66.7MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:09:33 (64.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200604T074548_20200604T092718_13690_01_010108_20200606T095616.nc’ saved [963918806/963918806]\n",
            "\n",
            "--2020-09-26 13:09:33--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/157/S5P_OFFL_L2__SO2____20200605T072647_20200605T090817_13704_01_010108_20200607T094043.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 966136795 (921M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200605T072647_20200605T090817_13704_01_010108_20200607T094043.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 921.38M  66.1MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:09:49 (58.0 MB/s) - ‘S5P_OFFL_L2__SO2____20200605T072647_20200605T090817_13704_01_010108_20200607T094043.nc’ saved [966136795/966136795]\n",
            "\n",
            "--2020-09-26 13:09:49--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/158/S5P_OFFL_L2__SO2____20200606T070746_20200606T084916_13718_01_010108_20200608T085513.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 970844778 (926M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200606T070746_20200606T084916_13718_01_010108_20200608T085513.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 925.87M  66.8MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:10:03 (64.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200606T070746_20200606T084916_13718_01_010108_20200608T085513.nc’ saved [970844778/970844778]\n",
            "\n",
            "--2020-09-26 13:10:03--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/159/S5P_OFFL_L2__SO2____20200607T064846_20200607T083016_13732_01_010108_20200609T090354.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 973273173 (928M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200607T064846_20200607T083016_13732_01_010108_20200609T090354.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 928.19M  66.6MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:10:18 (64.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200607T064846_20200607T083016_13732_01_010108_20200609T090354.nc’ saved [973273173/973273173]\n",
            "\n",
            "--2020-09-26 13:10:18--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/160/S5P_OFFL_L2__SO2____20200608T062945_20200608T081115_13746_01_010108_20200610T084310.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 974791701 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200608T062945_20200608T081115_13746_01_010108_20200610T084310.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 929.63M  67.1MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:10:32 (65.0 MB/s) - ‘S5P_OFFL_L2__SO2____20200608T062945_20200608T081115_13746_01_010108_20200610T084310.nc’ saved [974791701/974791701]\n",
            "\n",
            "--2020-09-26 13:10:32--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/161/S5P_OFFL_L2__SO2____20200609T075214_20200609T093344_13761_01_010108_20200611T102443.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 968601911 (924M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200609T075214_20200609T093344_13761_01_010108_20200611T102443.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 923.73M  66.5MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:10:47 (64.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200609T075214_20200609T093344_13761_01_010108_20200611T102443.nc’ saved [968601911/968601911]\n",
            "\n",
            "--2020-09-26 13:10:47--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/162/S5P_OFFL_L2__SO2____20200610T073312_20200610T091442_13775_01_010108_20200612T092617.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 969980761 (925M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200610T073312_20200610T091442_13775_01_010108_20200612T092617.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 925.04M  66.2MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:11:01 (64.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200610T073312_20200610T091442_13775_01_010108_20200612T092617.nc’ saved [969980761/969980761]\n",
            "\n",
            "--2020-09-26 13:11:01--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/163/S5P_OFFL_L2__SO2____20200611T071411_20200611T085541_13789_01_010108_20200613T100046.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 975414034 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200611T071411_20200611T085541_13789_01_010108_20200613T100046.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 930.23M  66.2MB/s    in 17s     \n",
            "\n",
            "2020-09-26 13:11:18 (55.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200611T071411_20200611T085541_13789_01_010108_20200613T100046.nc’ saved [975414034/975414034]\n",
            "\n",
            "--2020-09-26 13:11:18--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/164/S5P_OFFL_L2__SO2____20200612T065510_20200612T083640_13803_01_010108_20200614T175512.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 977769581 (932M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200612T065510_20200612T083640_13803_01_010108_20200614T175512.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 932.47M  66.5MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:11:33 (64.8 MB/s) - ‘S5P_OFFL_L2__SO2____20200612T065510_20200612T083640_13803_01_010108_20200614T175512.nc’ saved [977769581/977769581]\n",
            "\n",
            "--2020-09-26 13:11:33--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/165/S5P_OFFL_L2__SO2____20200613T063608_20200613T081738_13817_01_010108_20200615T080839.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 975094651 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200613T063608_20200613T081738_13817_01_010108_20200615T080839.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 929.92M  66.8MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:11:48 (64.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200613T063608_20200613T081738_13817_01_010108_20200615T080839.nc’ saved [975094651/975094651]\n",
            "\n",
            "--2020-09-26 13:11:48--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/166/S5P_OFFL_L2__SO2____20200614T061707_20200614T075837_13831_01_010108_20200616T080754.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 978742106 (933M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200614T061707_20200614T075837_13831_01_010108_20200616T080754.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 933.40M  15.8MB/s    in 8m 27s  \n",
            "\n",
            "2020-09-26 13:20:15 (1.84 MB/s) - ‘S5P_OFFL_L2__SO2____20200614T061707_20200614T075837_13831_01_010108_20200616T080754.nc’ saved [978742106/978742106]\n",
            "\n",
            "--2020-09-26 13:20:15--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/166/S5P_OFFL_L2__SO2____20200614T075837_20200614T094006_13832_01_010108_20200616T102415.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 967635161 (923M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200614T075837_20200614T094006_13832_01_010108_20200616T102415.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 922.81M  67.2MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:20:31 (57.7 MB/s) - ‘S5P_OFFL_L2__SO2____20200614T075837_20200614T094006_13832_01_010108_20200616T102415.nc’ saved [967635161/967635161]\n",
            "\n",
            "--2020-09-26 13:20:31--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/167/S5P_OFFL_L2__SO2____20200615T073935_20200615T092105_13846_01_010108_20200617T094956.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 963879842 (919M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200615T073935_20200615T092105_13846_01_010108_20200617T094956.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 919.23M  66.3MB/s    in 15s     \n",
            "\n",
            "2020-09-26 13:20:46 (63.3 MB/s) - ‘S5P_OFFL_L2__SO2____20200615T073935_20200615T092105_13846_01_010108_20200617T094956.nc’ saved [963879842/963879842]\n",
            "\n",
            "--2020-09-26 13:20:46--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/168/S5P_OFFL_L2__SO2____20200616T072033_20200616T090203_13860_01_010108_20200618T095629.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 973629958 (929M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200616T072033_20200616T090203_13860_01_010108_20200618T095629.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 928.53M  67.2MB/s    in 15s     \n",
            "\n",
            "2020-09-26 13:21:01 (63.7 MB/s) - ‘S5P_OFFL_L2__SO2____20200616T072033_20200616T090203_13860_01_010108_20200618T095629.nc’ saved [973629958/973629958]\n",
            "\n",
            "--2020-09-26 13:21:01--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/169/S5P_OFFL_L2__SO2____20200617T070131_20200617T084301_13874_01_010108_20200619T091918.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 974940708 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200617T070131_20200617T084301_13874_01_010108_20200619T091918.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 929.78M  65.8MB/s    in 14s     \n",
            "\n",
            "2020-09-26 13:21:15 (64.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200617T070131_20200617T084301_13874_01_010108_20200619T091918.nc’ saved [974940708/974940708]\n",
            "\n",
            "--2020-09-26 13:21:15--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/170/S5P_OFFL_L2__SO2____20200618T064229_20200618T082359_13888_01_010108_20200620T081425.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 942302051 (899M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200618T064229_20200618T082359_13888_01_010108_20200620T081425.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 898.65M  52.2MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:21:32 (56.4 MB/s) - ‘S5P_OFFL_L2__SO2____20200618T064229_20200618T082359_13888_01_010108_20200620T081425.nc’ saved [942302051/942302051]\n",
            "\n",
            "--2020-09-26 13:21:32--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/171/S5P_OFFL_L2__SO2____20200619T062327_20200619T080456_13902_01_010108_20200621T082306.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 978710201 (933M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200619T062327_20200619T080456_13902_01_010108_20200621T082306.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 933.37M  47.9MB/s    in 15s     \n",
            "\n",
            "2020-09-26 13:21:47 (60.5 MB/s) - ‘S5P_OFFL_L2__SO2____20200619T062327_20200619T080456_13902_01_010108_20200621T082306.nc’ saved [978710201/978710201]\n",
            "\n",
            "--2020-09-26 13:21:47--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/171/S5P_OFFL_L2__SO2____20200619T080456_20200619T094626_13903_01_010108_20200621T101256.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 931313110 (888M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200619T080456_20200619T094626_13903_01_010108_20200621T101256.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 888.17M  17.9MB/s    in 28s     \n",
            "\n",
            "2020-09-26 13:22:16 (31.3 MB/s) - ‘S5P_OFFL_L2__SO2____20200619T080456_20200619T094626_13903_01_010108_20200621T101256.nc’ saved [931313110/931313110]\n",
            "\n",
            "--2020-09-26 13:22:16--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/172/S5P_OFFL_L2__SO2____20200620T074554_20200620T092724_13917_01_010108_20200622T101608.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 970428695 (925M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200620T074554_20200620T092724_13917_01_010108_20200622T101608.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 925.47M  66.9MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:22:32 (59.1 MB/s) - ‘S5P_OFFL_L2__SO2____20200620T074554_20200620T092724_13917_01_010108_20200622T101608.nc’ saved [970428695/970428695]\n",
            "\n",
            "--2020-09-26 13:22:32--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/173/S5P_OFFL_L2__SO2____20200621T072652_20200621T090822_13931_01_010108_20200623T091729.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 973389803 (928M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200621T072652_20200621T090822_13931_01_010108_20200623T091729.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 928.30M  66.4MB/s    in 15s     \n",
            "\n",
            "2020-09-26 13:22:47 (62.9 MB/s) - ‘S5P_OFFL_L2__SO2____20200621T072652_20200621T090822_13931_01_010108_20200623T091729.nc’ saved [973389803/973389803]\n",
            "\n",
            "--2020-09-26 13:22:47--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/174/S5P_OFFL_L2__SO2____20200622T070749_20200622T084919_13945_01_010108_20200624T093239.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 975252598 (930M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200622T070749_20200622T084919_13945_01_010108_20200624T093239.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 930.07M  52.7MB/s    in 16s     \n",
            "\n",
            "2020-09-26 13:23:03 (58.3 MB/s) - ‘S5P_OFFL_L2__SO2____20200622T070749_20200622T084919_13945_01_010108_20200624T093239.nc’ saved [975252598/975252598]\n",
            "\n",
            "--2020-09-26 13:23:03--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/175/S5P_OFFL_L2__SO2____20200623T064846_20200623T083016_13959_01_010108_20200625T091327.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 977144106 (932M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200623T064846_20200623T083016_13959_01_010108_20200625T091327.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 931.88M  66.6MB/s    in 15s     \n",
            "\n",
            "2020-09-26 13:23:18 (63.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200623T064846_20200623T083016_13959_01_010108_20200625T091327.nc’ saved [977144106/977144106]\n",
            "\n",
            "--2020-09-26 13:23:18--  https://tropomi.gesdisc.eosdis.nasa.gov/data/S5P_TROPOMI_Level2/S5P_L2__SO2____HiR.1/2020/176/S5P_OFFL_L2__SO2____20200624T062944_20200624T081113_13973_01_010108_20200626T085025.nc\n",
            "Connecting to tropomi.gesdisc.eosdis.nasa.gov (tropomi.gesdisc.eosdis.nasa.gov)|198.118.197.54|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 978650677 (933M) [application/x-netcdf]\n",
            "Saving to: ‘S5P_OFFL_L2__SO2____20200624T062944_20200624T081113_13973_01_010108_20200626T085025.nc’\n",
            "\n",
            "S5P_OFFL_L2__SO2___ 100%[===================>] 933.31M  66.6MB/s    in 15s     \n",
            "\n",
            "2020-09-26 13:23:33 (63.6 MB/s) - ‘S5P_OFFL_L2__SO2____20200624T062944_20200624T081113_13973_01_010108_20200626T085025.nc’ saved [978650677/978650677]\n",
            "\n",
            "FINISHED --2020-09-26 13:23:33--\n",
            "Total wall clock time: 43m 18s\n",
            "Downloaded: 71 files, 64G in 43m 1s (25.4 MB/s)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3g1hFuVE5RA8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "94a2471c-6724-4abf-9c63-766a50f0d9ba"
      },
      "source": [
        "!mkdir febmar_data\n",
        "%cd febmar_data"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/content/febmar_data\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "RkLwZTfz5WP3"
      },
      "source": [
        "!pip install netcdf4\n",
        "!apt-get install -q libgeos-3.5.0\n",
        "!apt-get install -q libgeos-dev\n",
        "!pip install -q https://github.com/matplotlib/basemap/archive/master.zip\n",
        "!pip install -q pyproj==1.9.6"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "AqMAAkfugloQ"
      },
      "source": [
        "#Plotting the image"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "XruH6RjEmwC7"
      },
      "source": [
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "from matplotlib.colors import LogNorm\n",
        "from mpl_toolkits.basemap import Basemap\n",
        "import netCDF4 as nc\n",
        "import os"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Vvti-O3uhL3g"
      },
      "source": [
        "l = os.listdir(\"/content/febmar_data\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vtjx6AQW-POS",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "04e59900-c8d8-47ba-ea5e-f4e2fc56def9"
      },
      "source": [
        "date = l[0][20:28]"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'20200328'"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 13
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Fh0zwIwEkSQv"
      },
      "source": [
        "def data_process(filename):\n",
        "  df = nc.Dataset(filename, mode = 'r')\n",
        "  lon = df.groups['PRODUCT'].variables['longitude'][:][0,:,:]\n",
        "  lat = df.groups['PRODUCT'].variables['latitude'][:][0,:,:]\n",
        "  data = df.groups['PRODUCT'].variables['sulfurdioxide_total_vertical_column'][:][0,:,:]\n",
        "  units = df.groups['PRODUCT'].variables['sulfurdioxide_total_vertical_column'].units\n",
        "  return lon, lat, data, units"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "8e9UiBYDloxA"
      },
      "source": [
        "def create_img(filename, date_list):# Get some parameters for the Stereographic Projection\n",
        "  lon, lat, data, units = data_process(filename)\n",
        "  lon_0 = lon.mean()\n",
        "  lat_0 = lat.mean()\n",
        "\n",
        "  date = filename[20:28]\n",
        "  yr = date[0:4]\n",
        "  mon = date[4:6]\n",
        "  day = date[6:8]\n",
        "  date = yr + \"-\" + mon + \"-\" + day\n",
        "  if date in date_list:\n",
        "    date = date + \" (1)\"\n",
        "  else:\n",
        "    date_list.append(date)\n",
        "  m = Basemap(width=2700000,height=3500000,\n",
        "            resolution='l',projection='stere',\\\n",
        "            lat_ts = 50,lat_0 = 24,lon_0 = 80)\n",
        "  xi, yi = m(lon, lat)\n",
        "  #m = Basemap(llcrnrlat = -90, urcrnrlat = 90,\n",
        "            #llcrnrlon = -180, urcrnrlon = 180, #width=5000000,height=5000000,\n",
        "            #resolution='l',projection='stere')\n",
        "            #lat_ts = 40,lat_0 = 20,lon_0 = 80)\n",
        "    #csl = []\n",
        "  #for i in range(3):\n",
        "    #cs = m.pcolor(xi[i],yi[i],np.squeeze(data[i]), norm = LogNorm(), cmap = 'jet' ) #np.squeeze(data))\n",
        "    #csl.append(cs)\n",
        "  #cs = m.pcolor(xi[1],yi[1],np.squeeze(data[1]), norm = LogNorm(), cmap = 'jet' )\n",
        "  # Add Grid Lines\n",
        "  m.drawparallels(np.arange(-90., 120., 30.), labels=[1,0,0,0], fontsize=10)\n",
        "  m.drawmeridians(np.arange(-180., 180., 45.), labels=[0,0,0,1], fontsize=10)\n",
        "  m.scatter(xi, yi, c = data, cmap = plt.cm.jet,\n",
        "            norm = LogNorm(),edgecolors=None, linewidth=0) \n",
        "\n",
        "  # Add Coastlines, States, and Country Boundaries\n",
        "  m.drawcoastlines(linewidth = 0.5)\n",
        "  #m.drawstates()\n",
        "  m.drawcountries()\n",
        "\n",
        "  # Add Colorbar\n",
        "  cbar = m.colorbar(location='bottom', pad=\"10%\")\n",
        "  #cbar = m.colorbar()\n",
        "  cbar.set_label(units)\n",
        "\n",
        "  # Add Title\n",
        "  plt.title('SO2 Total Vertical Columns')\n",
        "  fig = plt.gcf()\n",
        "  pngfile = \"{0}.png\".format(date)\n",
        "  plt.show()\n",
        "  #fig.savefig(\"/content/SO2_/\"+ pngfile, quality = 95, dpi = 300)\n",
        "  plt.close()\n",
        "  return date_list"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PJMd6jyABNcj",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 299
        },
        "outputId": "5cd766f9-542a-45ff-fa51-bb95d131fb38"
      },
      "source": [
        "li = ['test']\n",
        "l = create_img(l[0], l)\n",
        "print(l)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 2 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tFs9lsBFcu65"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CZhgUTLsn9Kc"
      },
      "source": [
        "#csl = []\n",
        "#for i in range(3):\n",
        "  #cs = m.pcolor(xi[i],yi[i],np.squeeze(data[i]), norm = LogNorm(), cmap = 'jet' ) #np.squeeze(data))\n",
        "  #csl.append(cs)\n",
        "#cs = m.pcolor(xi[1],yi[1],np.squeeze(data[1]), norm = LogNorm(), cmap = 'jet' )\n",
        "# Add Grid Lines\n",
        "m.drawparallels(np.arange(-90., 120., 30.), labels=[1,0,0,0], fontsize=10)\n",
        "m.drawmeridians(np.arange(-180., 180., 45.), labels=[0,0,0,1], fontsize=10)\n",
        "for i in range(3):\n",
        "  m.scatter(xi[i], yi[i], c = data[i], cmap = plt.cm.jet,\n",
        "            norm = LogNorm(),edgecolors=None, linewidth=0) \n",
        "\n",
        "# Add Coastlines, States, and Country Boundaries\n",
        "m.drawcoastlines(linewidth = 0.5)\n",
        "#m.drawstates()\n",
        "m.drawcountries()\n",
        "\n",
        "# Add Colorbar\n",
        "cbar = m.colorbar(location='bottom', pad=\"10%\")\n",
        "#cbar = m.colorbar()\n",
        "cbar.set_label(units)\n",
        "\n",
        "# Add Title\n",
        "plt.title('SO2 Total Vertical Columns')\n",
        "fig = plt.gcf()\n",
        "pngfile = \"{0}.png\".format('25th December')\n",
        "fig.savefig(\"/content/\"+ pngfile, quality = 95, dpi = 300)\n",
        "plt.close()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CJRZNNJvqZ2e"
      },
      "source": [
        "import os\n",
        "l = os.listdir(\"/content/SO2_final\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "aV5PEdqa5Y6O"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}