{"id":5522,"date":"2017-10-26T07:00:37","date_gmt":"2017-10-26T07:00:37","guid":{"rendered":"http:\/\/www.viewsoftheworld.net\/?p=5522"},"modified":"2017-11-03T14:39:25","modified_gmt":"2017-11-03T14:39:25","slug":"changing-earth-night","status":"publish","type":"post","link":"https:\/\/www.viewsoftheworld.net\/?p=5522","title":{"rendered":"The lighter side: A changing Earth at night"},"content":{"rendered":"<p>NASA\u2019s recent release of a <a href=\"http:\/\/geographical.co.uk\/places\/mapping\/item\/1197-earth-at-night\" rel=\"noopener\" target=\"_blank\">new Earth at night composite image<\/a> is the first release of a new global map of night light distribution <a href=\"http:\/\/www.viewsoftheworld.net\/?p=3389\" rel=\"noopener\" target=\"_blank\">since 2012<\/a>. Since their previous release, NASA has worked on an improvement of the underlying algorithms that provide clearer and more accurate imagery from the raw satellite data.<br \/>\nThe latest version (shown as a small inset map in this cartogram feature) is not only the most accurate picture of light intensity around the globe, but the underlying data also allows a direct comparison of the changes that occurred between 2012 and 2016. For achieving this, the datasets of the two years were corrected for the changing light effects caused by the moon as well as \u201cseasonal vegetation, clouds, aerosols, snow and ice cover, and even faint atmospheric emissions (such as airglow and auroras)\u201d which \u201cchange the way light is observed in different parts of the world\u201d. Both datasets also cover the period of a full year to take seasonal changes into account.<\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap.png\" target=\"_blank\"><img decoding=\"async\" src=\"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png\" width=\"640\" border=\"0\" alt=\"Cartogram of Changes in the Earth at Night imagery\"><\/a><br \/>\n<a href=\"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap.png\" target=\"_blank\">(click for larger version)<\/a><\/p>\n<p><!--more-->This cartogram provides an insight into the changes in night light intensity between 2012 and 2016 by applying a geostatistical approach <a href=\"https:\/\/blogs.esri.com\/esri\/arcgis\/2017\/04\/28\/lights-on-lights-out\/\" rel=\"noopener\" target=\"_blank\">first described by ESRI cartographer John Nelson<\/a>. Using night light imagery at a 3km resolution as a basis a geospatial analysis of the differences between each area was performed to calculate how much the intensity has changed over time. The resulting data shown in this map highlights where the intensity has declined (purple) or increased (blue) within the last four years and at what magnitude these changes were. Unchanged intensities remain black, so that unlike in the original Earth at night map here cities and other bright areas do not stand out unless they have seen a significant change in that period.<br \/>\nThe cartogram transformation itself depicts an equal-population projection using a gridded cartogram approach in which all areas are proportional to their total population. It therefore serves as a magnifying glass over the most densely populated areas and gives us an idea where changes to economic, social, political and other human activities have led to considerable differences in the distribution of light at night.<br \/>\nAt a global level the north of India stands out as a region where a huge increase in brightness has taken place in an area that is also heavily populated. Dense urbanisation as well as economic development make this region stand out when looking at changes in night lights. In contrast, the purple areas in the east of the Mediterranean reaching from the coast inland like a band towards the south mark the effects of war in Syria. Here large stretches of densely populated areas became darker in the past years, while neighbouring Lebanon and Israel along the coast have become brighter just like larger parts of the populated areas in Iraq towards the east. In Europe the picture resembles more of a patchwork of brighter, darker, but also many unchanged areas. In many cities across Europe, from London to Moscow, the ongoing effects of the cities spreading out and the suburban areas becoming brighter can be observed. Unchanged and dark in the change maps as well as in the night light map remains one outlier: Apart from Pyongyang, which has an overall decline in night lights, North Korea remains dark on the world map of light.<br \/>\nNASA\u2019s future plans for this project are an automation of their techniques to provide regular updates to night light data. The future availability of daily data or even the almost instant access opens a wide range of possible applications that range from disaster response to tracking illegal fishing activities or monitoring sea ice movements for climate change research. Different insights into the data, such as cartographic distortions shown in this cartogram, can also contribute to gaining different insights into the underlying complex datasets.<\/p>\n<p><em>A <a href=\"http:\/\/geographical.co.uk\/places\/mapping\/item\/2292-the-lighter-side\" target=\"_blank\">modified version<\/a> of this map was published in the <a href=\"http:\/\/geographical.co.uk\/magazine\/issues\/item\/2273-july-2017\" target=\"_blank\">July 2017 issue<\/a> of <a href=\"http:\/\/geographical.co.uk\/\" target=\"_blank\">Geographical Magazine<\/a>. The content on this page has been created by Benjamin Hennig. Please <a href=\"http:\/\/www.viewsoftheworld.net\/?page_id=631\" target=\"_blank\">contact me<\/a> for further details on the terms of use.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>NASA\u2019s recent release of a new Earth at night composite image is the first release of a new global map of night light distribution since 2012. Since their previous release, NASA has worked on an improvement of the underlying algorithms &hellip; <a href=\"https:\/\/www.viewsoftheworld.net\/?p=5522\">Continue reading <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":[7,9],"tags":[15,310,601,124,380,36,126,125],"class_list":["post-5522","post","type-post","status-publish","format-standard","hentry","category-maps","category-publications","tag-cartogram","tag-change","tag-dark","tag-earth","tag-geographical","tag-gridded-cartogram","tag-light","tag-night"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The lighter side: A changing Earth at night - Views of the World<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.viewsoftheworld.net\/?p=5522\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The lighter side: A changing Earth at night - Views of the World\" \/>\n<meta property=\"og:description\" content=\"NASA\u2019s recent release of a new Earth at night composite image is the first release of a new global map of night light distribution since 2012. Since their previous release, NASA has worked on an improvement of the underlying algorithms &hellip; Continue reading &rarr;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.viewsoftheworld.net\/?p=5522\" \/>\n<meta property=\"og:site_name\" content=\"Views of the World\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pages\/geoviews\/\" \/>\n<meta property=\"article:published_time\" content=\"2017-10-26T07:00:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2017-11-03T14:39:25+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png\" \/>\n<meta name=\"author\" content=\"worldmapper\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geoviews\" \/>\n<meta name=\"twitter:site\" content=\"@geoviews\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"worldmapper\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.viewsoftheworld.net\/?p=5522\",\"url\":\"https:\/\/www.viewsoftheworld.net\/?p=5522\",\"name\":\"The lighter side: A changing Earth at night - Views of the World\",\"isPartOf\":{\"@id\":\"https:\/\/www.viewsoftheworld.net\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.viewsoftheworld.net\/?p=5522#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.viewsoftheworld.net\/?p=5522#primaryimage\"},\"thumbnailUrl\":\"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png\",\"datePublished\":\"2017-10-26T07:00:37+00:00\",\"dateModified\":\"2017-11-03T14:39:25+00:00\",\"author\":{\"@id\":\"https:\/\/www.viewsoftheworld.net\/#\/schema\/person\/bf6d78b022ab6fb024b41541f1399085\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.viewsoftheworld.net\/?p=5522#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.viewsoftheworld.net\/?p=5522\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.viewsoftheworld.net\/?p=5522#primaryimage\",\"url\":\"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png\",\"contentUrl\":\"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.viewsoftheworld.net\/?p=5522#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.viewsoftheworld.net\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The lighter side: A changing Earth at night\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.viewsoftheworld.net\/#website\",\"url\":\"https:\/\/www.viewsoftheworld.net\/\",\"name\":\"Views of the World\",\"description\":\"rediscovering the world\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.viewsoftheworld.net\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.viewsoftheworld.net\/#\/schema\/person\/bf6d78b022ab6fb024b41541f1399085\",\"name\":\"worldmapper\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The lighter side: A changing Earth at night - Views of the World","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.viewsoftheworld.net\/?p=5522","og_locale":"en_GB","og_type":"article","og_title":"The lighter side: A changing Earth at night - Views of the World","og_description":"NASA\u2019s recent release of a new Earth at night composite image is the first release of a new global map of night light distribution since 2012. Since their previous release, NASA has worked on an improvement of the underlying algorithms &hellip; Continue reading &rarr;","og_url":"https:\/\/www.viewsoftheworld.net\/?p=5522","og_site_name":"Views of the World","article_publisher":"https:\/\/www.facebook.com\/pages\/geoviews\/","article_published_time":"2017-10-26T07:00:37+00:00","article_modified_time":"2017-11-03T14:39:25+00:00","og_image":[{"url":"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png","type":"","width":"","height":""}],"author":"worldmapper","twitter_card":"summary_large_image","twitter_creator":"@geoviews","twitter_site":"@geoviews","twitter_misc":{"Written by":"worldmapper","Estimated reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.viewsoftheworld.net\/?p=5522","url":"https:\/\/www.viewsoftheworld.net\/?p=5522","name":"The lighter side: A changing Earth at night - Views of the World","isPartOf":{"@id":"https:\/\/www.viewsoftheworld.net\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.viewsoftheworld.net\/?p=5522#primaryimage"},"image":{"@id":"https:\/\/www.viewsoftheworld.net\/?p=5522#primaryimage"},"thumbnailUrl":"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png","datePublished":"2017-10-26T07:00:37+00:00","dateModified":"2017-11-03T14:39:25+00:00","author":{"@id":"https:\/\/www.viewsoftheworld.net\/#\/schema\/person\/bf6d78b022ab6fb024b41541f1399085"},"breadcrumb":{"@id":"https:\/\/www.viewsoftheworld.net\/?p=5522#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.viewsoftheworld.net\/?p=5522"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.viewsoftheworld.net\/?p=5522#primaryimage","url":"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png","contentUrl":"http:\/\/www.viewsoftheworld.net\/wp-content\/uploads\/2017\/10\/NightLightChangesMap_TN.png"},{"@type":"BreadcrumbList","@id":"https:\/\/www.viewsoftheworld.net\/?p=5522#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.viewsoftheworld.net\/"},{"@type":"ListItem","position":2,"name":"The lighter side: A changing Earth at night"}]},{"@type":"WebSite","@id":"https:\/\/www.viewsoftheworld.net\/#website","url":"https:\/\/www.viewsoftheworld.net\/","name":"Views of the World","description":"rediscovering the world","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.viewsoftheworld.net\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Person","@id":"https:\/\/www.viewsoftheworld.net\/#\/schema\/person\/bf6d78b022ab6fb024b41541f1399085","name":"worldmapper"}]}},"_links":{"self":[{"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=\/wp\/v2\/posts\/5522","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5522"}],"version-history":[{"count":3,"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=\/wp\/v2\/posts\/5522\/revisions"}],"predecessor-version":[{"id":5525,"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=\/wp\/v2\/posts\/5522\/revisions\/5525"}],"wp:attachment":[{"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.viewsoftheworld.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}