{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# PRIMAP-hist \n", "National historical emissions time series\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "plt.style.use(\"ggplot\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from zipfile import ZipFile" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "https://www.pik-potsdam.de/paris-reality-check/primap-hist/" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File ‘PRIMAP-hist_v2.0_11-Dec-2018.zip’ already there; not retrieving.\r\n" ] } ], "source": [ "!wget --no-clobber ftp://datapub.gfz-potsdam.de/download/10.5880.PIK.2019.001/PRIMAP-hist_v2.0_11-Dec-2018.zip" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "zip_file = ZipFile('PRIMAP-hist_v2.0_11-Dec-2018.zip')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(zip_file.open(\"PRIMAP-hist_v2.0_11-Dec-2018.csv\"))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | scenario | \n", "country | \n", "category | \n", "entity | \n", "unit | \n", "1850 | \n", "1851 | \n", "1852 | \n", "1853 | \n", "1854 | \n", "... | \n", "2007 | \n", "2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "HISTCR | \n", "ABW | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "0.000366 | \n", "0.000378 | \n", "0.000390 | \n", "0.000402 | \n", "0.000415 | \n", "... | \n", "0.22300 | \n", "0.23400 | \n", "0.23900 | \n", "0.24600 | \n", "0.24300 | \n", "0.24300 | \n", "0.28000 | \n", "0.29100 | \n", "0.30200 | \n", "0.31400 | \n", "
1 | \n", "HISTCR | \n", "AFG | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "0.031700 | \n", "0.031900 | \n", "0.032100 | \n", "0.032300 | \n", "0.032400 | \n", "... | \n", "9.16000 | \n", "9.98000 | \n", "10.80000 | \n", "11.20000 | \n", "11.80000 | \n", "12.00000 | \n", "12.00000 | \n", "12.30000 | \n", "12.70000 | \n", "13.00000 | \n", "
2 | \n", "HISTCR | \n", "AGO | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "1.750000 | \n", "1.770000 | \n", "1.800000 | \n", "1.820000 | \n", "1.840000 | \n", "... | \n", "61.60000 | \n", "63.60000 | \n", "65.80000 | \n", "67.90000 | \n", "69.90000 | \n", "69.90000 | \n", "72.80000 | \n", "74.60000 | \n", "76.50000 | \n", "78.30000 | \n", "
3 | \n", "HISTCR | \n", "AIA | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "0.000120 | \n", "0.000120 | \n", "0.000121 | \n", "0.000123 | \n", "0.000124 | \n", "... | \n", "0.00159 | \n", "0.00194 | \n", "0.00252 | \n", "0.00287 | \n", "0.00303 | \n", "0.00304 | \n", "0.00251 | \n", "0.00254 | \n", "0.00256 | \n", "0.00259 | \n", "
4 | \n", "HISTCR | \n", "ALB | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "0.060200 | \n", "0.060600 | \n", "0.061500 | \n", "0.063000 | \n", "0.065200 | \n", "... | \n", "5.09000 | \n", "5.14000 | \n", "5.14000 | \n", "5.04000 | \n", "4.95000 | \n", "4.91000 | \n", "5.21000 | \n", "5.27000 | \n", "5.33000 | \n", "5.38000 | \n", "
5 rows × 172 columns
\n", "\n", " | \n", " | \n", " | \n", " | \n", " | 1850 | \n", "1851 | \n", "1852 | \n", "1853 | \n", "1854 | \n", "1855 | \n", "1856 | \n", "1857 | \n", "1858 | \n", "1859 | \n", "... | \n", "2007 | \n", "2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
scenario | \n", "country | \n", "category | \n", "entity | \n", "unit | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
HISTCR | \n", "ABW | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "0.000366 | \n", "0.000378 | \n", "0.000390 | \n", "0.000402 | \n", "0.000415 | \n", "0.000428 | \n", "0.000441 | \n", "0.000454 | \n", "0.000468 | \n", "0.000482 | \n", "... | \n", "0.22300 | \n", "0.23400 | \n", "0.23900 | \n", "0.24600 | \n", "0.24300 | \n", "0.24300 | \n", "0.28000 | \n", "0.29100 | \n", "0.30200 | \n", "0.31400 | \n", "
AFG | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "0.031700 | \n", "0.031900 | \n", "0.032100 | \n", "0.032300 | \n", "0.032400 | \n", "0.032600 | \n", "0.032800 | \n", "0.033000 | \n", "0.033200 | \n", "0.033400 | \n", "... | \n", "9.16000 | \n", "9.98000 | \n", "10.80000 | \n", "11.20000 | \n", "11.80000 | \n", "12.00000 | \n", "12.00000 | \n", "12.30000 | \n", "12.70000 | \n", "13.00000 | \n", "|
AGO | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "1.750000 | \n", "1.770000 | \n", "1.800000 | \n", "1.820000 | \n", "1.840000 | \n", "1.860000 | \n", "1.880000 | \n", "1.900000 | \n", "1.930000 | \n", "1.950000 | \n", "... | \n", "61.60000 | \n", "63.60000 | \n", "65.80000 | \n", "67.90000 | \n", "69.90000 | \n", "69.90000 | \n", "72.80000 | \n", "74.60000 | \n", "76.50000 | \n", "78.30000 | \n", "|
AIA | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "0.000120 | \n", "0.000120 | \n", "0.000121 | \n", "0.000123 | \n", "0.000124 | \n", "0.000127 | \n", "0.000130 | \n", "0.000133 | \n", "0.000137 | \n", "0.000141 | \n", "... | \n", "0.00159 | \n", "0.00194 | \n", "0.00252 | \n", "0.00287 | \n", "0.00303 | \n", "0.00304 | \n", "0.00251 | \n", "0.00254 | \n", "0.00256 | \n", "0.00259 | \n", "|
ALB | \n", "IPC1A | \n", "CH4 | \n", "Gg | \n", "0.060200 | \n", "0.060600 | \n", "0.061500 | \n", "0.063000 | \n", "0.065200 | \n", "0.067900 | \n", "0.071200 | \n", "0.075100 | \n", "0.079500 | \n", "0.084400 | \n", "... | \n", "5.09000 | \n", "5.14000 | \n", "5.14000 | \n", "5.04000 | \n", "4.95000 | \n", "4.91000 | \n", "5.21000 | \n", "5.27000 | \n", "5.33000 | \n", "5.38000 | \n", "
5 rows × 167 columns
\n", "\n", " | \n", " | \n", " | \n", " | \n", " | 1850 | \n", "1851 | \n", "1852 | \n", "1853 | \n", "1854 | \n", "1855 | \n", "1856 | \n", "1857 | \n", "1858 | \n", "1859 | \n", "... | \n", "2007 | \n", "2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "2014 | \n", "2015 | \n", "2016 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
scenario | \n", "country | \n", "category | \n", "entity | \n", "unit | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
HISTCR | \n", "EARTH | \n", "IPC1 | \n", "KYOTOGHGAR4 | \n", "GgCO2eq | \n", "2.720000e+05 | \n", "275000.0 | \n", "285000.0 | \n", "295000.0 | \n", "334000.0 | \n", "341000.0 | \n", "360000.0 | \n", "365000.0 | \n", "370000.0 | \n", "390000.0 | \n", "... | \n", "31400000.0 | \n", "32100000.0 | \n", "31700000.0 | \n", "33300000.0 | \n", "34200000.0 | \n", "34700000.0 | \n", "34800000.0 | \n", "35100000.0 | \n", "35100000.0 | \n", "35300000.0 | \n", "
IPC2 | \n", "KYOTOGHGAR4 | \n", "GgCO2eq | \n", "2.380000e+04 | \n", "28800.0 | \n", "31300.0 | \n", "34900.0 | \n", "38600.0 | \n", "43900.0 | \n", "46200.0 | \n", "47400.0 | \n", "48300.0 | \n", "52300.0 | \n", "... | \n", "3510000.0 | \n", "3520000.0 | \n", "3450000.0 | \n", "3720000.0 | \n", "3960000.0 | \n", "4050000.0 | \n", "4100000.0 | \n", "4230000.0 | \n", "4230000.0 | \n", "4320000.0 | \n", "||
IPC4 | \n", "KYOTOGHGAR4 | \n", "GgCO2eq | \n", "9.470000e+04 | \n", "95500.0 | \n", "96400.0 | \n", "97200.0 | \n", "98100.0 | \n", "99000.0 | \n", "99800.0 | \n", "101000.0 | \n", "101000.0 | \n", "102000.0 | \n", "... | \n", "1470000.0 | \n", "1490000.0 | \n", "1510000.0 | \n", "1540000.0 | \n", "1560000.0 | \n", "1580000.0 | \n", "1570000.0 | \n", "1590000.0 | \n", "1610000.0 | \n", "1630000.0 | \n", "||
IPC5 | \n", "KYOTOGHGAR4 | \n", "GgCO2eq | \n", "1.270000e-11 | \n", "776.0 | \n", "1550.0 | \n", "2330.0 | \n", "3100.0 | \n", "3880.0 | \n", "4660.0 | \n", "5430.0 | \n", "6210.0 | \n", "6980.0 | \n", "... | \n", "149000.0 | \n", "148000.0 | \n", "147000.0 | \n", "151000.0 | \n", "157000.0 | \n", "161000.0 | \n", "160000.0 | \n", "162000.0 | \n", "164000.0 | \n", "166000.0 | \n", "||
IPCMAGELV | \n", "KYOTOGHGAR4 | \n", "GgCO2eq | \n", "1.780000e+05 | \n", "188000.0 | \n", "197000.0 | \n", "207000.0 | \n", "216000.0 | \n", "225000.0 | \n", "233000.0 | \n", "241000.0 | \n", "249000.0 | \n", "257000.0 | \n", "... | \n", "2690000.0 | \n", "2730000.0 | \n", "2770000.0 | \n", "2830000.0 | \n", "2850000.0 | \n", "2870000.0 | \n", "2800000.0 | \n", "2810000.0 | \n", "2840000.0 | \n", "2850000.0 | \n", "
5 rows × 167 columns
\n", "category | \n", "IPC1 | \n", "IPC2 | \n", "IPC4 | \n", "IPC5 | \n", "IPCMAGELV | \n", "
---|---|---|---|---|---|
1850 | \n", "272000.0 | \n", "23800.0 | \n", "94700.0 | \n", "1.270000e-11 | \n", "178000.0 | \n", "
1851 | \n", "275000.0 | \n", "28800.0 | \n", "95500.0 | \n", "7.760000e+02 | \n", "188000.0 | \n", "
1852 | \n", "285000.0 | \n", "31300.0 | \n", "96400.0 | \n", "1.550000e+03 | \n", "197000.0 | \n", "
1853 | \n", "295000.0 | \n", "34900.0 | \n", "97200.0 | \n", "2.330000e+03 | \n", "207000.0 | \n", "
1854 | \n", "334000.0 | \n", "38600.0 | \n", "98100.0 | \n", "3.100000e+03 | \n", "216000.0 | \n", "