{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#pandas is a very useful module for working with data, including dates\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Download a subset of ESONS data\n",
    "##### Reseach worspace folder ID with files is \"43028605\"\n",
    "##### To limit the download to a subset of files between specific dates, please change the dates below"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# this command makes a list of dates that matches the range of dates in the file names\n",
    "dates = [d.strftime('%Y%m%d') for d in pd.date_range('20210125','20211231')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#uncomment to see the list\n",
    "#dates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210205_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.72MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:36 (1.72 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210205_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:36--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210206_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210206_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.88MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:38 (1.88 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210206_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:38--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210207_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210207_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.74MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:39 (1.74 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210207_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:40--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210208_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210208_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.87MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:42 (1.87 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210208_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:42--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210209_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210209_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.84MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:44 (1.84 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210209_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:45--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210210_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210210_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.80MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:46 (1.80 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210210_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:47--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210211_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210211_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  2.91MB/s    in 0.2s    \n",
      "\n",
      "2024-07-26 21:02:48 (2.91 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210211_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:48--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210212_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210212_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.66MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:50 (1.66 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210212_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:50--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210213_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210213_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.97MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:51 (1.97 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210213_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:52--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210214_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210214_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  2.78MB/s    in 0.3s    \n",
      "\n",
      "2024-07-26 21:02:53 (2.78 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210214_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:54--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210215_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210215_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  2.62MB/s    in 0.3s    \n",
      "\n",
      "2024-07-26 21:02:55 (2.62 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210215_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:55--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210216_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210216_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.88MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:56 (1.88 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210216_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:57--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210217_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210217_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.67MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:02:58 (1.67 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210217_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:02:59--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210218_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210218_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.64MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:03:00 (1.64 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210218_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:03:00--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210219_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210219_DAILY_MILLIDEC_MinRes.nc’\n",
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      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.45MB/s    in 0.5s    \n",
      "\n",
      "2024-07-26 21:03:02 (1.45 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210219_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:03:03--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210220_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.40\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.40|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210220_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.64MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:03:04 (1.64 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210220_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:03:05--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210221_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.40\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.40|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210221_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.63MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:03:06 (1.63 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210221_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:03:07--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210222_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.40\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.40|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210222_DAILY_MILLIDEC_MinRes.nc’\n",
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      "\n",
      "2024-07-26 21:03:08 (1.31 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210222_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:03:08--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210223_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.40\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.40|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210223_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.70MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:03:09 (1.70 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210223_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:03:10--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210224_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.40\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.40|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210224_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.96MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:03:11 (1.96 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210224_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:03:12--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210225_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.40\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.40|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210225_DAILY_MILLIDEC_MinRes.nc’\n",
      "\n",
      "ESONS.SC.M37_437221 100%[===================>] 720.63K  1.65MB/s    in 0.4s    \n",
      "\n",
      "2024-07-26 21:03:13 (1.65 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210225_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:03:14--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210226_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.40\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.40|:443... connected.\n",
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      "\n",
      "--2024-07-26 21:03:57--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210321_DAILY_MILLIDEC_MinRes.nc\n",
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      "\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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      "\n",
      "--2024-07-26 21:04:01--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210323_DAILY_MILLIDEC_MinRes.nc\n",
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      "\n",
      "--2024-07-26 21:04:04--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210324_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
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      "\n",
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      "\n",
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      "\n",
      "--2024-07-26 21:04:21--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210402_DAILY_MILLIDEC_MinRes.nc\n",
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      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2024-07-26 21:04:23--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210403_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
      "Connecting to researchworkspace.com (researchworkspace.com)|216.218.248.41|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 737926 (721K) [Content-Type: application/x-netcdf]\n",
      "Saving to: ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210403_DAILY_MILLIDEC_MinRes.nc’\n",
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      "2024-07-26 21:04:24 (2.69 MB/s) - ‘./download/ESONS_2021/ESONS.SC.M37_437221.1.80000_20210403_DAILY_MILLIDEC_MinRes.nc’ saved [737926/737926]\n",
      "\n",
      "--2024-07-26 21:04:25--  https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_20210404_DAILY_MILLIDEC_MinRes.nc\n",
      "Resolving researchworkspace.com (researchworkspace.com)... 216.218.248.41\n",
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     ]
    }
   ],
   "source": [
    "#this cell iterates through that list\n",
    "for date in dates:\n",
    "    \n",
    "    #inserts the date into the URL\n",
    "    url = f'https://researchworkspace.com/files/43028605/ESONS.SC.M37_437221.1.80000_{date}_DAILY_MILLIDEC_MinRes.nc'\n",
    "    \n",
    "    #and uses wget, a common open-source tool for downloading files over https (https://www.gnu.org/software/wget/)\n",
    "    #note that you can use the command wget -q {url} to suppress all the output\n",
    "    #update ./download/ESONS_2021/ with the path to a folder where you want the files to be saved\n",
    "    ! wget {url} -P ./download/ESONS_2021/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
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