{ "cells": [ { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%html\n", "" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "import datetime\n", "import pprint\n", "import pyaurorax\n", "\n", "aurorax = pyaurorax.PyAuroraX()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Download data" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Name Provider Level DOI Details Short Description \n", "================================================================================================================================================================================================\n", "REGO_CALIBRATION_FLATFIELD_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers Flatfield calibration data (IDL save format) \n", "REGO_CALIBRATION_RAYLEIGHS_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers Rayleighs calibration data (IDL save format) \n", "REGO_DAILY_KEOGRAM_JPG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers daily keogram summary product (JPG format) \n", "REGO_DAILY_KEOGRAM_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers daily keogram summary product (PGM format) \n", "REGO_DAILY_KEOGRAM_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers daily keogram summary product (PNG format) \n", "REGO_DAILY_MONTAGE_JPG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers daily montage summary product (JPG format) \n", "REGO_DAILY_MONTAGE_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers daily montage summary product (PGM format) \n", "REGO_DAILY_MONTAGE_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers daily montage summary product (PNG format) \n", "REGO_HOURLY_KEOGRAM_JPG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers hourly keogram summary product (JPG format) \n", "REGO_HOURLY_KEOGRAM_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers hourly keogram summary product (PGM format) \n", "REGO_HOURLY_KEOGRAM_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers hourly keogram summary product (PNG format) \n", "REGO_HOURLY_MONTAGE_JPG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers hourly montage summary product (JPG format) \n", "REGO_HOURLY_MONTAGE_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers hourly montage summary product (PGM format) \n", "REGO_HOURLY_MONTAGE_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers hourly montage summary product (PNG format) \n", "REGO_RAW UCalgary L0 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers 3-sec raw data \n", "REGO_SKYMAP_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/z7x6-5c42 REGO All Sky Imagers skymap data (IDL save format) \n", "THEMIS_ASI_DAILY_KEOGRAM_JPG UCalgary L2 None THEMIS All Sky Imagers daily keogram summary product (JPG format) \n", "THEMIS_ASI_DAILY_KEOGRAM_PGM UCalgary L2 None THEMIS All Sky Imagers daily keogram summary product (PGM format) \n", "THEMIS_ASI_DAILY_MONTAGE_JPG UCalgary L2 None THEMIS All Sky Imagers daily montage summary product (JPG format) \n", "THEMIS_ASI_DAILY_MONTAGE_PGM UCalgary L2 None THEMIS All Sky Imagers daily montage summary product (PGM format) \n", "THEMIS_ASI_HOURLY_AVERAGE_JPG UCalgary L2 None THEMIS All Sky Imagers hourly average summary product (JPG format) \n", "THEMIS_ASI_HOURLY_AVERAGE_PGM UCalgary L2 None THEMIS All Sky Imagers hourly average summary product (PGM format) \n", "THEMIS_ASI_HOURLY_KEOGRAM_JPG UCalgary L2 None THEMIS All Sky Imagers hourly keogram summary product (JPG format) \n", "THEMIS_ASI_HOURLY_KEOGRAM_PGM UCalgary L2 None THEMIS All Sky Imagers hourly keogram summary product (PGM format) \n", "THEMIS_ASI_HOURLY_MONTAGE_JPG UCalgary L2 None THEMIS All Sky Imagers hourly montage summary product (JPG format) \n", "THEMIS_ASI_HOURLY_MONTAGE_PGM UCalgary L2 None THEMIS All Sky Imagers hourly montage summary product (PGM format) \n", "THEMIS_ASI_RAW UCalgary L0 None THEMIS All Sky Imagers 3-sec raw data \n", "THEMIS_ASI_RAW_ROW2 UCalgary L0 None THEMIS All Sky Imagers raw row2 data \n", "THEMIS_ASI_RAW_WIDE UCalgary L0 None THEMIS All Sky Imagers raw wide data \n", "THEMIS_ASI_SKYMAP_IDLSAV UCalgary L3 None THEMIS All Sky Imagers skymap data (IDL save format) \n", "THEMIS_ASI_THUMB32 UCalgary L1A None THEMIS All Sky Imagers thumb32 data \n", "THEMIS_ASI_VEC1024 UCalgary L1A None THEMIS All Sky Imagers vec1024 data \n", "TREX_BLUE_CALIBRATION_FLATFIELD_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers Flatfield calibration data (IDL save format)\n", "TREX_BLUE_CALIBRATION_RAYLEIGHS_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers Rayleighs calibration data (IDL save format)\n", "TREX_BLUE_DAILY_KEOGRAM_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers daily keogram summary product (PGM format) \n", "TREX_BLUE_DAILY_KEOGRAM_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers daily keogram summary product (PNG format) \n", "TREX_BLUE_DAILY_MONTAGE_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers daily montage summary product (PGM format) \n", "TREX_BLUE_DAILY_MONTAGE_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers daily montage summary product (PNG format) \n", "TREX_BLUE_HOURLY_KEOGRAM_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers hourly keogram summary product (PGM format) \n", "TREX_BLUE_HOURLY_KEOGRAM_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers hourly keogram summary product (PNG format) \n", "TREX_BLUE_HOURLY_MONTAGE_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers hourly montage summary product (PGM format) \n", "TREX_BLUE_HOURLY_MONTAGE_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers hourly montage summary product (PNG format) \n", "TREX_BLUE_RAW UCalgary L0 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers 3-sec raw data \n", "TREX_BLUE_SKYMAP_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/80pf-0p02 TREx Blueline All Sky Imagers skymap data (IDL save format) \n", "TREX_NIR_CALIBRATION_FLATFIELD_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers Flatfield calibration data (IDL save format) \n", "TREX_NIR_CALIBRATION_RAYLEIGHS_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers Rayleighs calibration data (IDL save format) \n", "TREX_NIR_DAILY_KEOGRAM_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers daily keogram summary product (PGM format) \n", "TREX_NIR_DAILY_KEOGRAM_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers daily keogram summary product (PNG format) \n", "TREX_NIR_DAILY_MONTAGE_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers daily montage summary product (PGM format) \n", "TREX_NIR_DAILY_MONTAGE_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers daily montage summary product (PNG format) \n", "TREX_NIR_HOURLY_KEOGRAM_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers hourly keogram summary product (PGM format) \n", "TREX_NIR_HOURLY_KEOGRAM_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers hourly keogram summary product (PNG format) \n", "TREX_NIR_HOURLY_MONTAGE_PGM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers hourly montage summary product (PGM format) \n", "TREX_NIR_HOURLY_MONTAGE_PNG UCalgary L2 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers hourly montage summary product (PNG format) \n", "TREX_NIR_RAW UCalgary L0 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers 6-sec raw data \n", "TREX_NIR_SKYMAP_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/98w7-jp47 TREx NIR All Sky Imagers skymap data (IDL save format) \n", "TREX_RGB_DAILY_KEOGRAM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/4p8e-1k65 TREx RGB All Sky Imagers daily keogram summary product \n", "TREX_RGB_DAILY_MONTAGE UCalgary L2 https://commons.datacite.org/doi.org/10.11575/4p8e-1k65 TREx RGB All Sky Imagers daily montage summary product \n", "TREX_RGB_HOURLY_KEOGRAM UCalgary L2 https://commons.datacite.org/doi.org/10.11575/4p8e-1k65 TREx RGB All Sky Imagers hourly keogram summary product \n", "TREX_RGB_HOURLY_MONTAGE UCalgary L2 https://commons.datacite.org/doi.org/10.11575/4p8e-1k65 TREx RGB All Sky Imagers hourly montage summary product \n", "TREX_RGB_RAW_BURST UCalgary L0 https://commons.datacite.org/doi.org/10.11575/4p8e-1k65 TREx RGB All Sky Imagers 3Hz raw burst data \n", "TREX_RGB_RAW_NOMINAL UCalgary L0 https://commons.datacite.org/doi.org/10.11575/4p8e-1k65 TREx RGB All Sky Imagers 3-sec raw data \n", "TREX_RGB_SKYMAP_IDLSAV UCalgary L3 https://commons.datacite.org/doi.org/10.11575/4p8e-1k65 TREx RGB All Sky Imagers skymap data (IDL save format) \n" ] } ], "source": [ "# list available datasets\n", "aurorax.data.list_datasets_in_table()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "97a70ae7468f47afaf531d64098ea611", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Downloading THEMIS_ASI_RAW files: 0%| | 0.00/128M [00:00