{"id":7367,"date":"2023-09-14T22:47:05","date_gmt":"2023-09-14T20:47:05","guid":{"rendered":"https:\/\/www.co2news.sk\/?p=7367"},"modified":"2023-09-14T22:47:05","modified_gmt":"2023-09-14T20:47:05","slug":"as-climate-change-warms-rivers-they-are-running-out-of-breath-and-so-are-the-plants-and-animals-they-shelter","status":"publish","type":"post","link":"https:\/\/www.co2news.sk\/en\/2023\/09\/14\/as-climate-change-warms-rivers-they-are-running-out-of-breath-and-so-are-the-plants-and-animals-they-shelter\/","title":{"rendered":"As climate change warms rivers, they run out of breath - and so do the plants and animals they harbor"},"content":{"rendered":"<p><span>As climate change warms rivers, they lose dissolved oxygen from the water. This process, which is called\u00a0<\/span><span>deoxygenation<\/span><span>\u00a0, was already known to occur in large bodies of water such as oceans and lakes. A study that my colleagues and I have just published in\u00a0<\/span><span>Nature Climate Change, <\/span><span>\u00a0shows that this also happens in rivers. <\/span><span>We documented this change using a type of artificial intelligence called a deep learning model\u2014specifically\u00a0<\/span><span>model of long-term short-term memory<\/span><span>\u00a0\u2013 to predict water temperature and oxygen levels. The data we fed into the model included past records of water temperature and oxygen concentrations in the rivers, along with past weather data and the characteristics of the surrounding land \u2013 such as whether it contained cities, farms or forests. <\/span><span>However, the original data on water temperature and oxygen were measured sparsely and often in different periods and with different frequency. Therefore, before our study, it was difficult to compare across rivers and in different periods. ( <em>Li Li (\u674e\u9ece) , Penn State<\/em>)<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>As climate change warms rivers, they lose dissolved oxygen from the water. This process, called deoxygenation, was already known to occur in large bodies of water like oceans and lakes. A study that my colleagues and I have just published in Nature Climate Change shows that it is also happening in rivers. We documented this change using a type of artificial intelligence [\u2026]<\/p>","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-7367","post","type-post","status-publish","format-standard","hentry","category-klimaticka-zmena"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/posts\/7367","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/comments?post=7367"}],"version-history":[{"count":0,"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/posts\/7367\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/media?parent=7367"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/categories?post=7367"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.co2news.sk\/en\/wp-json\/wp\/v2\/tags?post=7367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}