{"id":26609,"date":"2025-01-22T16:47:33","date_gmt":"2025-01-22T16:47:33","guid":{"rendered":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/?p=26609"},"modified":"2025-01-22T16:48:30","modified_gmt":"2025-01-22T16:48:30","slug":"using-ai-to-prevent-the-insect-apocalypse-toward-new-environmental-risk-assessment-procedures","status":"publish","type":"post","link":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/blog\/2025\/01\/using-ai-to-prevent-the-insect-apocalypse-toward-new-environmental-risk-assessment-procedures\/","title":{"rendered":"Using AI to prevent the insect apocalypse: toward new environmental risk assessment procedures"},"content":{"rendered":"\n<p>Insect populations are declining globally, and the drivers of this trend are complex and interconnected. Among these, sublethal effects of pesticides\u2014often overlooked in standard environmental risk assessment methods\u2014plays a significant role. The impact of pesticides on human health is also a pressing concern, especially for agricultural workers and through food and water exposure. In this opinion piece, we discuss the potential of using behavioural assays and AI-based analysis methods in chemical risk assessment to better protect environmental and human health. \u00a0<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Find out more:<\/strong> <a href=\"https:\/\/doi.org\/10.1016\/j.cois.2024.101324\">https:\/\/doi.org\/10.1016\/j.cois.2024.101324<\/a> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Insect populations are declining globally, and the drivers of this trend are complex and interconnected. Among these, sublethal effects of pesticides\u2014often overlooked in standard environmental risk assessment methods\u2014plays a significant role. The impact of pesticides on human health is also a&hellip;<\/p>\n","protected":false},"author":6,"featured_media":26611,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4137],"tags":[],"embl_taxonomy":[],"class_list":["post-26609","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications"],"acf":[],"embl_taxonomy_terms":[],"featured_image_src":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-content\/uploads\/2025\/01\/1-s2.0-S2214574524001664-gr3_lrg-scaled.jpg","_links":{"self":[{"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/posts\/26609","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/comments?post=26609"}],"version-history":[{"count":1,"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/posts\/26609\/revisions"}],"predecessor-version":[{"id":26613,"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/posts\/26609\/revisions\/26613"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/media\/26611"}],"wp:attachment":[{"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/media?parent=26609"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/categories?post=26609"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/tags?post=26609"},{"taxonomy":"embl_taxonomy","embeddable":true,"href":"https:\/\/www.embl.org\/about\/info\/human-ecosystems\/wp-json\/wp\/v2\/embl_taxonomy?post=26609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}