{"id":14246,"date":"2019-11-16T19:07:38","date_gmt":"2019-11-16T19:07:38","guid":{"rendered":"http:\/\/www.wjst.de\/blog\/?p=14246"},"modified":"2019-11-26T06:35:12","modified_gmt":"2019-11-26T06:35:12","slug":"co2-ausstos","status":"publish","type":"post","link":"https:\/\/www.wjst.de\/blog\/sciencesurf\/2019\/11\/co2-ausstos\/","title":{"rendered":"CO2-Aussto\u00df"},"content":{"rendered":"<p>nach Land &#8211; welche Regierung ist verantwortlich?<\/p>\n<section><video style=\"object-fit: cover; width: 100%; height: auto;\" controls=\"controls\" width=\"300\" height=\"150\"><source src=\"\/\/www.wjst.de\/blog\/wp-content\/uploads\/2019\/11\/CO2.mp4#t=1.5\" type=\"video\/mp4\" \/><\/video><\/section>\n<p>nach Einwohner &#8211; welche Menschen sind verantwortlich?<\/p>\n<section><video style=\"object-fit: cover; width: 100%; height: auto;\" controls=\"controls\" width=\"300\" height=\"150\"><source src=\"\/\/www.wjst.de\/blog\/wp-content\/uploads\/2019\/11\/CO2pp.mp4#t=1.5\" type=\"video\/mp4\" \/><\/video><\/section>\n<p>Quelle<br \/>\n<a href=\"http:\/\/www.globalcarbonatlas.org\/en\/CO2-emissions\">Territorial emissions<\/a><\/p>\n<p>Original<br \/>\nCDIAC: Boden, TA, Marland, G and Andres, RJ 2017. Global, Regional, and National Fossil-Fuel CO2 Emissions, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tenn., USA. DOI: 10.3334\/CDIAC\/00001_V2017.<br \/>\nUNFCCC, 2017. National Inventory Submissions 2017. United Nations Framework Convention on Climate Change.<br \/>\nBP, 2017. Statistical Review of World Energy.<\/p>\n<pre class=\"brush: php; title: ; notranslate\" title=\"\">\r\n# R\r\nco2pp &lt;- read.csv(&quot;\/Users\/xxx\/Desktop\/export_20191116_1913.csv&quot;,sep = &quot;;&quot;, quote = &quot;\\&quot;'&quot;,)\r\nvisited &lt;- colnames(co2)&#x5B;-1]\r\nregister_google(key=&quot;???&quot;)\r\nll.visited &lt;- geocode(visited)\r\nll.visited&#x5B;, &quot;country&quot;] &lt;- c(&quot;Afghanistan&quot;,&quot;Albania&quot;,&quot;Algeria&quot;,&quot;Andorra&quot;,&quot;Angola&quot;,&quot;Anguilla&quot;,&quot;Antigua.and.Barbuda&quot;,&quot;Argentina&quot;,&quot;Armenia&quot;,&quot;Aruba&quot;,&quot;Australia&quot;,&quot;Austria&quot;,&quot;Azerbaijan&quot;,&quot;Bahamas&quot;,&quot;Bahrain&quot;,&quot;Bangladesh&quot;,&quot;Barbados&quot;,&quot;Belarus&quot;,&quot;Belgium&quot;,&quot;Belize&quot;,&quot;Benin&quot;,&quot;Bermuda&quot;,&quot;Bhutan&quot;,&quot;Bolivia&quot;,&quot;Bonaire..Saint.Eustatius.and.Saba&quot;,&quot;Bosnia.and.Herzegovina&quot;,&quot;Botswana&quot;,&quot;Brazil&quot;,&quot;British.Virgin.Islands&quot;,&quot;Brunei.Darussalam&quot;,&quot;Bulgaria&quot;,&quot;Burkina.Faso&quot;,&quot;Burundi&quot;,&quot;Cambodia&quot;,&quot;Cameroon&quot;,&quot;Canada&quot;,&quot;Cape.Verde&quot;,&quot;Cayman.Islands&quot;,&quot;Central.African.Republic&quot;,&quot;Chad&quot;,&quot;Chile&quot;,&quot;China&quot;,&quot;Colombia&quot;,&quot;Comoros&quot;,&quot;Congo&quot;,&quot;Cook.Islands&quot;,&quot;Costa.Rica&quot;,&quot;C\u00f4te.d.Ivoire&quot;,&quot;Croatia&quot;,&quot;Cuba&quot;,&quot;Cura\u00e7ao&quot;,&quot;Cyprus&quot;,&quot;Czech.Republic&quot;,&quot;Democratic.Republic.of.the.Congo&quot;,&quot;Denmark&quot;,&quot;Djibouti&quot;,&quot;Dominica&quot;,&quot;Dominican.Republic&quot;,&quot;Ecuador&quot;,&quot;Egypt&quot;,&quot;El.Salvador&quot;,&quot;Equatorial.Guinea&quot;,&quot;Eritrea&quot;,&quot;Estonia&quot;,&quot;Ethiopia&quot;,&quot;Faeroe.Islands&quot;,&quot;Falkland.Islands..Malvinas.&quot;,&quot;Fiji&quot;,&quot;Finland&quot;,&quot;France&quot;,&quot;French.Guiana&quot;,&quot;French.Polynesia&quot;,&quot;Gabon&quot;,&quot;Gambia&quot;,&quot;Georgia&quot;,&quot;Germany&quot;,&quot;Ghana&quot;,&quot;Gibraltar&quot;,&quot;Greece&quot;,&quot;Greenland&quot;,&quot;Grenada&quot;,&quot;Guadeloupe&quot;,&quot;Guatemala&quot;,&quot;Guinea&quot;,&quot;Guinea.Bissau&quot;,&quot;Guyana&quot;,&quot;Haiti&quot;,&quot;Honduras&quot;,&quot;Hong.Kong&quot;,&quot;Hungary&quot;,&quot;Iceland&quot;,&quot;India&quot;,&quot;Indonesia&quot;,&quot;Iran&quot;,&quot;Iraq&quot;,&quot;Ireland&quot;,&quot;Israel&quot;,&quot;Italy&quot;,&quot;Jamaica&quot;,&quot;Japan&quot;,&quot;Jordan&quot;,&quot;Kazakhstan&quot;,&quot;Kenya&quot;,&quot;Kiribati&quot;,&quot;Kuwait&quot;,&quot;Kyrgyzstan&quot;,&quot;Laos&quot;,&quot;Latvia&quot;,&quot;Lebanon&quot;,&quot;Lesotho&quot;,&quot;Liberia&quot;,&quot;Libya&quot;,&quot;Liechtenstein&quot;,&quot;Lithuania&quot;,&quot;Luxembourg&quot;,&quot;Macao&quot;,&quot;Macedonia..Republic.of.&quot;,&quot;Madagascar&quot;,&quot;Malawi&quot;,&quot;Malaysia&quot;,&quot;Maldives&quot;,&quot;Mali&quot;,&quot;Malta&quot;,&quot;Marshall.Islands&quot;,&quot;Martinique&quot;,&quot;Mauritania&quot;,&quot;Mauritius&quot;,&quot;Mexico&quot;,&quot;Micronesia..Federated.States.of.&quot;,&quot;Moldova&quot;,&quot;Mongolia&quot;,&quot;Montenegro&quot;,&quot;Montserrat&quot;,&quot;Morocco&quot;,&quot;Mozambique&quot;,&quot;Myanmar&quot;,&quot;Namibia&quot;,&quot;Nauru&quot;,&quot;Nepal&quot;,&quot;Netherlands&quot;,&quot;New.Caledonia&quot;,&quot;New.Zealand&quot;,&quot;Nicaragua&quot;,&quot;Niger&quot;,&quot;Nigeria&quot;,&quot;Niue&quot;,&quot;North.Korea&quot;,&quot;Norway&quot;,NA,&quot;Oman&quot;,&quot;Pakistan&quot;,&quot;Palau&quot;,&quot;Panama&quot;,&quot;Papua.New.Guinea&quot;,&quot;Paraguay&quot;,&quot;Peru&quot;,&quot;Philippines&quot;,&quot;Poland&quot;,&quot;Portugal&quot;,&quot;Qatar&quot;,&quot;Republic.of.South.Sudan&quot;,&quot;R\u00e9union&quot;,&quot;Romania&quot;,&quot;Russian.Federation&quot;,&quot;Rwanda&quot;,&quot;Saint.Helena&quot;,&quot;Saint.Kitts.and.Nevis&quot;,&quot;Saint.Lucia&quot;,&quot;Saint.Pierre.and.Miquelon&quot;,&quot;Saint.Vincent.and.the.Grenadines&quot;,&quot;Samoa&quot;,&quot;Sao.Tome.and.Principe&quot;,&quot;Saudi.Arabia&quot;,&quot;Senegal&quot;,&quot;Serbia&quot;,&quot;Seychelles&quot;,&quot;Sierra.Leone&quot;,&quot;Singapore&quot;,&quot;Slovakia&quot;,&quot;Slovenia&quot;,&quot;Solomon.Islands&quot;,&quot;Somalia&quot;,&quot;South.Africa&quot;,&quot;South.Korea&quot;,&quot;Spain&quot;,&quot;Sri.Lanka&quot;,&quot;Sudan&quot;,&quot;Suriname&quot;,&quot;Swaziland&quot;,&quot;Sweden&quot;,&quot;Switzerland&quot;,&quot;Syria&quot;,&quot;Taiwan&quot;,&quot;Tajikistan&quot;,&quot;Tanzania&quot;,&quot;Thailand&quot;,&quot;Timor.Leste&quot;,&quot;Togo&quot;,&quot;Tonga&quot;,&quot;Trinidad.and.Tobago&quot;,&quot;Tunisia&quot;,&quot;Turkey&quot;,&quot;Turkmenistan&quot;,&quot;Turks.and.Caicos.Islands&quot;,&quot;Tuvalu&quot;,&quot;Uganda&quot;,&quot;Ukraine&quot;,&quot;United.Arab.Emirates&quot;,&quot;United.Kingdom&quot;,&quot;United.States.of.America&quot;,&quot;Uruguay&quot;,&quot;Uzbekistan&quot;,&quot;Vanuatu&quot;,&quot;Venezuela&quot;,&quot;Vietnam&quot;,&quot;Wallis.and.Futuna.Islands&quot;,&quot;Western.Sahara&quot;,&quot;Yemen&quot;,&quot;Zambia&quot;,&quot;Zimbabwe&quot;)\r\nll.visited &lt;- as.data.frame(ll.visited)\r\ncnd &lt;- ll.visited$country %in% colnames(co2)\r\nfor(i in 1960:2017){\r\n  ll.visited&#x5B;cnd,&quot;CO2&quot;] &lt;- as.vector(t(co2pp&#x5B;i-1959,ll.visited$country&#x5B;cnd]]))\r\n  p &lt;- ggplot() +\r\n    geom_polygon(data = map_data(&quot;world&quot;), aes(x=long, y=lat, group=group), fill=&quot;grey&quot;, alpha=0.2) +\r\n    theme_void() + \r\n    xlim(-160,190) +\r\n    ylim(-60,90) +\r\n    geom_point( data=ll.visited, aes(x=lon, y=lat, size=CO2, fill=CO2), alpha=.8, pch=21) +\r\n    scale_fill_continuous(low=&quot;blue4&quot;, high=&quot;red&quot;, breaks=seq(0,10000,2500), limits=c(0,10000) ) +\r\n    scale_size(range = c(.1,35), breaks=seq(0,10000,2500), limits=c(0,10000) ) +\r\n    annotate(&quot;text&quot;, label=i, x=170, y=85, size=8.5) +\r\n    scale_size(range = c(.1,14)) +\r\n    guides( size = FALSE, fill = guide_colourbar(order = 1, title=expression('t CO'&#x5B;2]*' per pers '), ) )\r\n  fn &lt;- paste(&quot;\/Users\/xxx\/Desktop\/tmp\/&quot;,str_pad(i-1959, 3, pad = &quot;0&quot;),&quot;.png&quot;,sep=&quot;&quot;)\r\n  ggsave(p, file=fn, width = 9, height = 4.5)\r\n}\r\n# ffmpeg -framerate 5 -i \/Users\/xxx\/Desktop\/tmp\/%3d.png -r 5 -pix_fmt yuv420p -y \/Users\/wjst\/Desktop\/X\/CO2.mp4\r\n<\/pre>\n<p>Anmerkung<\/p>\n<ul>\n<li>Ich weiss nicht, worauf die <a href=\"https:\/\/www.ucsusa.org\/resources\/each-countrys-share-co2-emissions\">Differenz zu anderen Angaben<\/a> beruht.<\/li>\n<li>Der Plot CO2 pro Kopf hat &#8220;capped outliers&#8221;, alles was \u00fcber der Skala lag, wurde auf die obere Grenze gelegt. Dennoch imponieren hier weiterhin L\u00e4nder wie <a href=\"https:\/\/en.wikipedia.org\/wiki\/Economy_of_Cura%C3%A7ao\">Cura\u00e7ao<\/a> mit einer starken \u00d6l-\u00d6konomie (Shell&#8230;), ebenso auch <a href=\"https:\/\/en.wikipedia.org\/wiki\/Economy_of_Qatar\">Katar<\/a>.<\/li>\n<li>Eine fixe Skala \u00fcber die Zeit (die Zeile mit scale_fill_continuous&#8230;) hat Vor- und Nachteile. Vorteil &#8211; man sieht besser die Entwicklung der Gesamtemission. Nachteil &#8211; die relative Entwicklung zu anderen L\u00e4ndern geht etwas verloren.<\/li>\n<\/ul>\n\n<p>&nbsp;<\/p>\n<div class=\"bottom-note\">\n  <span class=\"mod1\">CC-BY-NC Science Surf , accessed 07.04.2026<\/span>\n <\/div>","protected":false},"excerpt":{"rendered":"<p>nach Land &#8211; welche Regierung ist verantwortlich? nach Einwohner &#8211; welche Menschen sind verantwortlich? Quelle Territorial emissions Original CDIAC: Boden, TA, Marland, G and Andres, RJ 2017. Global, Regional, and National Fossil-Fuel CO2 Emissions, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tenn., USA. DOI: 10.3334\/CDIAC\/00001_V2017. UNFCCC, 2017. &hellip; <a href=\"https:\/\/www.wjst.de\/blog\/sciencesurf\/2019\/11\/co2-ausstos\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">CO2-Aussto\u00df<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[1184],"class_list":["post-14246","post","type-post","status-publish","format-standard","hentry","category-note-worthy","tag-climate"],"_links":{"self":[{"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/posts\/14246","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/comments?post=14246"}],"version-history":[{"count":22,"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/posts\/14246\/revisions"}],"predecessor-version":[{"id":14358,"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/posts\/14246\/revisions\/14358"}],"wp:attachment":[{"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/media?parent=14246"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/categories?post=14246"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wjst.de\/blog\/wp-json\/wp\/v2\/tags?post=14246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}