{"id":20,"date":"2016-01-03T03:48:34","date_gmt":"2016-01-03T03:48:34","guid":{"rendered":"http:\/\/www.kochanski.org\/kelly\/?page_id=20"},"modified":"2020-07-21T19:44:35","modified_gmt":"2020-07-21T19:44:35","slug":"polar-climate","status":"publish","type":"page","link":"https:\/\/www.kochanski.org\/kelly\/polar-climate\/","title":{"rendered":"Polar climate"},"content":{"rendered":"<p>What does snow look like to you? Cold? Soft? Smooth? Curled intricately by the wind?<\/p>\n<p>I study how small-scale variations in snow, such as ripples, dunes, and sastrugi, impact the warming of sea ice and tundra. See a quick summary in this video, or read about more of my projects in the posts below.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/bB0igc481yo\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n\n\n<h3 class=\"wp-block-heading\">Recent projects<\/h3>\n\n\n<div  class=\"rpwe-block\"><ul class=\"rpwe-ul\"><li class=\"rpwe-li rpwe-clearfix\"><a class=\"rpwe-img\" href=\"https:\/\/www.kochanski.org\/kelly\/snow-research-summary\/\" target=\"_self\"><img class=\"rpwe-alignleft rpwe-thumb\" src=\"https:\/\/www.kochanski.org\/kelly\/wp-content\/uploads\/2020\/11\/20181112_135631-45x45.jpg\" alt=\"Snow science research\" height=\"45\" width=\"45\" loading=\"lazy\" decoding=\"async\"><\/a><h3 class=\"rpwe-title\"><a href=\"https:\/\/www.kochanski.org\/kelly\/snow-research-summary\/\" target=\"_self\">Snow science research<\/a><\/h3><time class=\"rpwe-time published\" datetime=\"2020-08-23T18:13:08+00:00\">August 23, 2020<\/time><\/li><li class=\"rpwe-li rpwe-clearfix\"><a class=\"rpwe-img\" href=\"https:\/\/www.kochanski.org\/kelly\/integrating-machine-learning-into-climate-models\/\" rel=\"bookmark\"><img loading=\"lazy\" decoding=\"async\" class=\"rpwe-alignleft rpwe-thumb rpwe-default-thumb\" src=\"https:\/\/via.placeholder.com\/45x45\/f0f0f0\/ccc\" alt=\"Using machine learning for climate prediction\" width=\"45\" height=\"45\"><\/a><h3 class=\"rpwe-title\"><a href=\"https:\/\/www.kochanski.org\/kelly\/integrating-machine-learning-into-climate-models\/\" target=\"_self\">Using machine learning for climate prediction<\/a><\/h3><time class=\"rpwe-time published\" datetime=\"2019-06-15T04:23:58+00:00\">June 15, 2019<\/time><\/li><li class=\"rpwe-li rpwe-clearfix\"><a class=\"rpwe-img\" href=\"https:\/\/www.kochanski.org\/kelly\/the-evolution-of-snow-bedforms\/\" target=\"_self\"><img class=\"rpwe-alignleft rpwe-thumb\" src=\"https:\/\/www.kochanski.org\/kelly\/wp-content\/uploads\/2018\/12\/tl-finalimage-45x45.png\" alt=\"The evolution of snow bedforms\" height=\"45\" width=\"45\" loading=\"lazy\" decoding=\"async\"><\/a><h3 class=\"rpwe-title\"><a href=\"https:\/\/www.kochanski.org\/kelly\/the-evolution-of-snow-bedforms\/\" target=\"_self\">The evolution of snow bedforms<\/a><\/h3><time class=\"rpwe-time published\" datetime=\"2018-12-05T20:15:53+00:00\">December 5, 2018<\/time><\/li><li class=\"rpwe-li rpwe-clearfix\"><a class=\"rpwe-img\" href=\"https:\/\/www.kochanski.org\/kelly\/the-last-train-north\/\" target=\"_self\"><img class=\"rpwe-alignleft rpwe-thumb\" src=\"https:\/\/www.kochanski.org\/kelly\/wp-content\/uploads\/2018\/12\/IMG_20181109_121529-45x45.jpg\" alt=\"The last train north\" height=\"45\" width=\"45\" loading=\"lazy\" decoding=\"async\"><\/a><h3 class=\"rpwe-title\"><a href=\"https:\/\/www.kochanski.org\/kelly\/the-last-train-north\/\" target=\"_self\">The last train north<\/a><\/h3><time class=\"rpwe-time published\" datetime=\"2018-11-23T04:10:34+00:00\">November 23, 2018<\/time><\/li><li class=\"rpwe-li rpwe-clearfix\"><a class=\"rpwe-img\" href=\"https:\/\/www.kochanski.org\/kelly\/classification-of-self-organized-snow-surfaces\/\" target=\"_self\"><img class=\"rpwe-alignleft rpwe-thumb\" src=\"https:\/\/www.kochanski.org\/kelly\/wp-content\/uploads\/2018\/12\/sastrugi2-45x45.jpg\" alt=\"Classification of self-organized snow surfaces\" height=\"45\" width=\"45\" loading=\"lazy\" decoding=\"async\"><\/a><h3 class=\"rpwe-title\"><a href=\"https:\/\/www.kochanski.org\/kelly\/classification-of-self-organized-snow-surfaces\/\" target=\"_self\">Classification of self-organized snow surfaces<\/a><\/h3><time class=\"rpwe-time published\" datetime=\"2018-05-15T20:13:50+00:00\">May 15, 2018<\/time><\/li><\/ul><\/div><!-- Generated by http:\/\/wordpress.org\/plugins\/recent-posts-widget-extended\/ -->\n","protected":false},"excerpt":{"rendered":"<p>What does snow look like to you? Cold? Soft? Smooth?&hellip;<\/p>\n","protected":false},"author":1,"featured_media":429,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-20","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/pages\/20","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":35,"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":579,"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/pages\/20\/revisions\/579"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/media\/429"}],"wp:attachment":[{"href":"https:\/\/www.kochanski.org\/kelly\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}