{"id":514102,"date":"2022-11-21T10:02:10","date_gmt":"2022-11-21T09:02:10","guid":{"rendered":"https:\/\/www.capgemini.com\/?post_type=research-and-insight&#038;p=829865"},"modified":"2026-01-05T09:57:50","modified_gmt":"2026-01-05T09:57:50","slug":"ai-for-good-lets-protect-our-forests","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/","title":{"rendered":"Discussion: AI for Good &#8211; let&#8217;s protect our forests"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:53% 66%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Data and AI<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Discussion: AI FOR GOOD \u2013 LET\u2019S PROTECT OUR FORESts<\/h1><\/div><div class=\"inner-row-insight download-btn\"><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=event&amp;p=816342\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/?post_type=event&amp;p=816342&amp;text=AI%20FOR%20GOOD%20%E2%80%93%20LET%E2%80%99S%20PROTECT%20OUR%20FORESTS\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=event&amp;p=816342&amp;text=AI%20FOR%20GOOD%20%E2%80%93%20LET%E2%80%99S%20PROTECT%20OUR%20FORESTS\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-how-can-ai-help-protect-and-sustain-global-forest-ecosystems\">How can AI help protect and sustain global forest ecosystems?<\/h3>\n\n\n\n<p>&#8220;First and foremost, we must triple the speed of the shift to renewable energy\u2026 It means protecting forests and ecosystems as powerful climate solutions.\u201d \u2014 UN Secretary-General Ant\u00f3nio Guterres.<\/p>\n\n\n\n<p>The primary forest area worldwide in 2020 has decreased by over 80 million hectares since 1990. Deforestation and forest degradation account for 15% of global greenhouse emissions. According to a UN report published in February 2022, climate change and land-use change are projected to cause a global increase of extreme fires of about 14% by 2030, 30% by the end of 2050, and 50% by the end of the century.<\/p>\n\n\n\n<p>Consolidated efforts are required to tackle this global problem. We need effective governance, integrated policies, increased awareness, and monitoring of resources through advanced artificial intelligence technologies \u2013 to better observe, empower, and defend our forests.<\/p>\n\n\n\n<p>Forests play a crucial role in stabilizing climate, regulating natural ecosystems, and providing habitat to thousands of life-forms.<\/p>\n\n\n\n<p>In the context of increasing global temperatures and destructive wildfires, data &amp; AI can be leveraged to better tackle the all-importance of our forests and the associated challenges in regards to the SDGs (the UN\u2019s 17 Sustainable Development Goals).<\/p>\n\n\n\n<p>At the AIForGood 2022 event that Capgemini attended on November 3, our guest panelists and speakers discussed how using technology, and particularly AI, can help support the United Nations&#8217; SDGs &#8211; 3, 9, 13 and 15 &#8211; related to impacts and interactions with global forest ecosystems.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-thumbnail is-resized is-style-rounded\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Melissa-Hatton-1.jpg?w=150&amp;h=150&amp;crop=1\" alt=\"\" class=\"wp-image-816937\" style=\"width:150px;height:150px\"\/><figcaption class=\"wp-element-caption\"><strong>Melissa Hatton<\/strong><br>Data Analytics Project Manager and AI Strategy Leader, Capgemini Government Solutions<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-thumbnail is-resized is-style-rounded\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/09\/Pierre-Adrien-Hanania.jpg?w=150&amp;h=150&amp;crop=1\" alt=\"\" class=\"wp-image-803882\" style=\"width:150px;height:150px\"\/><figcaption class=\"wp-element-caption\"><strong>Pierre-Adrien Hanania<\/strong><br>Data &amp; AI in the Public Sector Group Offer Leader, Capgemini<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-thumbnail is-resized is-style-rounded\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Inge-Jonckheere2.jpg?w=150&amp;h=150&amp;crop=1\" alt=\"\" class=\"wp-image-817184\" style=\"width:150px;height:150px\"\/><figcaption class=\"wp-element-caption\"><strong>Inge Jonckheere PhD,<\/strong><br>Forest &amp; Climate Officer, Food &amp; Agriculture Organization (FAO)<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-thumbnail is-resized is-style-rounded\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Stephane-Mermoz-1.jpg?w=150&amp;h=150&amp;crop=1\" alt=\"\" class=\"wp-image-816969\" style=\"width:150px;height:150px\"\/><figcaption class=\"wp-element-caption\"><strong>St\u00e9phane Mermoz<\/strong><br>CEO &amp; Research Scientist, GlobEO<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p>Curious about the topic? Watch our webinar to discover how private organizations, governments, startups and citizens can leverage Data and AI to provide insights to observe, monitor, analyze, and protect our forests.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/12\/Protect_our_forest-Digital-Report-2-1.pdf\">Read our pov<\/a><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para-video section section--info-2cols section--insights section-video \"><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><h3 class=\"Video-title\" data-maxlength=\"34\">AI for Good webinar<\/h3><div class=\"video-info\"><p data-maxlength=\"68\">How can AI help and protect and sustain global forest ecosystems?<\/p><\/div><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><div class=\"video-wrapper\"><iframe title=\"video-section\" src=\"https:\/\/www.youtube.com\/embed\/JH5bICchjOg?rel=0&amp;modestbranding=1&amp;playsinline=1&amp;enablejsapi=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen loading=\"lazy\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe><\/div><\/div><\/div><div class=\"col-md-1\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>How can AI help protect and sustain global forest ecosystems?<\/p>\n","protected":false},"author":81,"featured_media":514113,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"8b4a27f5-c361-4472-9b25-4a5f555cb025\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":76,"primary_term":"Data and AI","featured_focal_points":""},"tags":[],"research-and-insight-type":[300],"theme":[74,76],"brand":[],"service":[192,39],"industry":[],"partners":[],"content-group":[],"class_list":["post-514102","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-webinar","theme-data-and-ai","theme-sustainability","service-data-ai","service-sustainability"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Discussion: AI for Good - let&#039;s protect our forests - Capgemini Finland<\/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.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Discussion: AI for Good - let&#039;s protect our forests\" \/>\n<meta property=\"og:description\" content=\"How can AI help protect and sustain global forest ecosystems?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Finland\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-05T09:57:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2025\/10\/New-Web-preview-global.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"627\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/\",\"url\":\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/\",\"name\":\"Discussion: AI for Good - let's protect our forests - Capgemini Finland\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/fi-en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg\",\"datePublished\":\"2022-11-21T09:02:10+00:00\",\"dateModified\":\"2026-01-05T09:57:50+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg\",\"width\":2880,\"height\":1800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.capgemini.com\/fi-en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Research &amp; insights\",\"item\":\"https:\/\/www.capgemini.com\/fi-en\/research-and-insight\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Discussion: AI for Good &#8211; let&#8217;s protect our forests\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/fi-en\/#website\",\"url\":\"https:\/\/www.capgemini.com\/fi-en\/\",\"name\":\"Capgemini Finland\",\"description\":\"Capgemini\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/fi-en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Discussion: AI for Good - let's protect our forests - Capgemini Finland","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.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/","og_locale":"en_US","og_type":"article","og_title":"Discussion: AI for Good - let's protect our forests","og_description":"How can AI help protect and sustain global forest ecosystems?","og_url":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/","og_site_name":"Capgemini Finland","article_modified_time":"2026-01-05T09:57:50+00:00","og_image":[{"width":1200,"height":627,"url":"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2025\/10\/New-Web-preview-global.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/","url":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/","name":"Discussion: AI for Good - let's protect our forests - Capgemini Finland","isPartOf":{"@id":"https:\/\/www.capgemini.com\/fi-en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg","datePublished":"2022-11-21T09:02:10+00:00","dateModified":"2026-01-05T09:57:50+00:00","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#primaryimage","url":"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg","contentUrl":"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg","width":2880,"height":1800},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.capgemini.com\/fi-en\/"},{"@type":"ListItem","position":2,"name":"Research &amp; insights","item":"https:\/\/www.capgemini.com\/fi-en\/research-and-insight\/"},{"@type":"ListItem","position":3,"name":"Discussion: AI for Good &#8211; let&#8217;s protect our forests"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/fi-en\/#website","url":"https:\/\/www.capgemini.com\/fi-en\/","name":"Capgemini Finland","description":"Capgemini","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/fi-en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"theme_term_info":[{"id":74,"name":"Data and AI"},{"id":76,"name":"Sustainability"}],"industry_term_info":[],"services_term_info":[{"id":192,"name":"Data &amp; AI"},{"id":39,"name":"Sustainability"}],"partners_term_info":[],"brand_term_info":[],"brand_term":[],"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"NewsArticle","headline":"Discussion: AI for Good &#8211; let&#8217;s protect our forests","url":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini Finland","logo":""},"keywords":[],"dateCreated":"2022-11-21T09:02:10Z","datePublished":"2022-11-21T09:02:10Z","dateModified":"2026-01-05T09:57:50Z"},"rendered":"<meta name=\"parsely-title\" content=\"Discussion: AI for Good &#8211; let&#8217;s protect our forests\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/ai-for-good-lets-protect-our-forests\/\" \/>\n<meta name=\"parsely-type\" content=\"post\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2022-11-21T09:02:10Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg","featured_image_alt":"","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini Finland","distributor_original_site_url":"https:\/\/www.capgemini.com\/fi-en","push-errors":false,"tag_names":[],"featured_image_url":"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Web-banner-2880X1800.jpg","_links":{"self":[{"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/research-and-insight\/514102","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/research-and-insight"}],"about":[{"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/types\/research-and-insight"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/users\/81"}],"version-history":[{"count":4,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/research-and-insight\/514102\/revisions"}],"predecessor-version":[{"id":550604,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/research-and-insight\/514102\/revisions\/550604"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/media\/514113"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/media?parent=514102"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/tags?post=514102"},{"taxonomy":"research-and-insight-type","embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/research-and-insight-type?post=514102"},{"taxonomy":"theme","embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/theme?post=514102"},{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/brand?post=514102"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/service?post=514102"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/industry?post=514102"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/partners?post=514102"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/fi-en\/wp-json\/wp\/v2\/content-group?post=514102"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}