{"id":14371,"date":"2025-07-01T08:53:46","date_gmt":"2025-07-01T06:53:46","guid":{"rendered":"https:\/\/www.cardano.nl\/en\/?p=14371"},"modified":"2025-07-01T08:53:46","modified_gmt":"2025-07-01T06:53:46","slug":"eco-acoustics-technology-demonstrates-viable-use-in-portfolio-risk-management","status":"publish","type":"post","link":"https:\/\/www.cardano.nl\/en\/eco-acoustics-technology-demonstrates-viable-use-in-portfolio-risk-management\/","title":{"rendered":"Eco-acoustics technology demonstrates viable use in portfolio risk management"},"content":{"rendered":"\n\n<div class=\"alignfull\"  data-name=\"acf\/block-hero\">\n\t<div class=\"hero bg-color--orange\" data-module=\"hero\">\n\t<div class=\"hero__inner\">\n\t\t<div class=\"container\">\n\t\t\t<div class=\"row\">\n\t\t\t\t<div class=\"col-12 col-md-8 col-lg-6\">\n\t\t\t\t\t<div class=\"group\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<h1 class=\"\">\n\t\t\t\t\t\t\tEco-acoustics technology demonstrates viable use in portfolio risk management\n\t\t\t\t\t\t<\/h1>\n\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-eco-acoustics-is-a-study-of-the-relationship-between-sound-and-the-environment\">Eco-acoustics is a study of the relationship between sound and the environment<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Second eco-acoustics study demonstrates large scale, cost-efficient biodiversity monitoring is possible and adaptable across new geographies and ecosystems<\/li>\n\n\n\n<li>Use of eco-acoustics is a valuable exercise for gaining increased consistency and transparency from portfolio companies regarding biodiversity impact<\/li>\n\n\n\n<li>Conservation efforts by palm oil company surveyed demonstrate promising biodiversity recovery<\/li>\n<\/ul>\n\n\n\n<p>There is a growing need for methods to measure investee progress on achieving biodiversity goals. However, obtaining reliable real-time data to evaluate the success of corporate biodiversity management strategies, remains a key challenge.<\/p>\n\n\n\n<p>To gain a deeper understanding of measuring biodiversity loss, Cardano, Fidelity International, Goldman Sachs Asset Management and Nomura Asset Management sponsored Green Praxis, a nature based solution provider, to undertake an eco-acoustics study to compare biodiversity levels in various plots \u2013 a control plot, a conservation area, and a production area \u2013 first in Indonesia and most recently in Malaysia.<\/p>\n\n\n\n<p>The second iteration of the study sought to improve biodiversity assessments using audio recordings combined with automated analysis to evaluate biodiversity and habitat restoration efforts, helping to measure risk to portfolio assets and their environmental impact.<\/p>\n\n\n\n\t<div class=\"alignwide\"  data-name=\"acf\/block-text-image\">\n\t\t\n\n<div class=\"text-media \">\n\t<div class=\"row row--spacing\">\n\t\t<div class=\"col-12 hidden-md\">\n\t\t\t\t<div class=\"text-media__media text-media__image text-media__image--align-right\" >\n\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"529\" src=\"https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil-1024x529.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil-1024x529.png 1024w, https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil-300x155.png 300w, https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil-768x397.png 768w, https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil.png 1242w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\t<\/div>\n\n\t\t<\/div>\n\t\t<div class=\"col-12 hidden-md\">\n\t\t\t\t<div class=\"group\">\n\n\t\t\t\t\t<div class=\"group__item\">\n\t\t\t\t<div class=\"group group--small\">\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"group__item\">\n\t\t\t\t\t\t\t<h2 class=\"text-media__title h3\">\n\t\t\t\t\t\t\t\tImprovements following the first study \n\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"group__item\">\n\t\t\t\t\t\t<span class=\"stripes   stripes--large\">\n\t<span class=\"stripes__light\"><\/span>\n\t<span class=\"stripes__dark \"><\/span>\n<\/span>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\n\t\t<div class=\"group__item\">\n\t\t\t<div class=\"text-media__content\">\n\t\t\t\t<p>This study saw enhanced data collection with a larger set gathered over three weeks across different forest plots using both high-end and affordable AudioMoth devices for scalability. Machine learning was integrated to automate habitat classification and biodiversity scoring, and proved useful in accurately distinguishing between production, conservation and pristine forest plots. The team was also able to access the Ulu Kinta Forest Reserve, one of the oldest tropical rainforests globally. This pristine area served as a strong control plot \u2013 something which was unavailable in the first study due to the extent of deforestation in Indonesia.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t<\/div>\n\n\t\t<div class=\"col-6 hidden-xs visible-md\">\n\t\t\t\t<div class=\"group\">\n\n\t\t\t\t\t<div class=\"group__item\">\n\t\t\t\t<div class=\"group group--small\">\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"group__item\">\n\t\t\t\t\t\t\t<h2 class=\"text-media__title h3\">\n\t\t\t\t\t\t\t\tImprovements following the first study \n\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"group__item\">\n\t\t\t\t\t\t<span class=\"stripes   stripes--large\">\n\t<span class=\"stripes__light\"><\/span>\n\t<span class=\"stripes__dark \"><\/span>\n<\/span>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\n\t\t<div class=\"group__item\">\n\t\t\t<div class=\"text-media__content\">\n\t\t\t\t<p>This study saw enhanced data collection with a larger set gathered over three weeks across different forest plots using both high-end and affordable AudioMoth devices for scalability. Machine learning was integrated to automate habitat classification and biodiversity scoring, and proved useful in accurately distinguishing between production, conservation and pristine forest plots. The team was also able to access the Ulu Kinta Forest Reserve, one of the oldest tropical rainforests globally. This pristine area served as a strong control plot \u2013 something which was unavailable in the first study due to the extent of deforestation in Indonesia.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t<\/div>\n\t\t<div class=\"col-6 hidden-xs visible-md\">\n\t\t\t\t<div class=\"text-media__media text-media__image text-media__image--align-right\" >\n\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"529\" src=\"https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil-1024x529.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil-1024x529.png 1024w, https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil-300x155.png 300w, https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil-768x397.png 768w, https:\/\/www.cardano.nl\/en\/wp-content\/uploads\/sites\/5\/2025\/06\/Palm-oil.png 1242w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\t<\/div>\n\n\n\n\t\n\t<div class=\"alignwide\"  data-name=\"acf\/block-icons-text\">\n\t\t<div class=\"flex flex-col gap-4 md:gap-8\">\n\n\t\t\t\t\t\t\t<div>\n\t\t\t\t\t<h2 class=\"\">Key findings<\/h2>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t<ul class=\"grid grid-cols-1 sm:grid-cols-2 md:grid-cols-3 gap-8 list-none pl-0\">\n\t\t\t\t\t\t\t\t\t<li class=\" \">\n\t\t\t\t\t\t<div class=\"flex flex-col gap-4 h-full \">\n\n\t\t\t<div class=\"text-dark-green text-[40px]\">\n\t\t\t<span class=\"icon icon-bug\" aria-hidden=\"true\"><\/span>\n\t\t<\/div>\n\t\n\t\t\t<div>\n\n\t\t\t\t\t\t\t<p class=\"font-bold\">\n\t\t\t\t\tBiodiversity patterns\n\t\t\t\t<\/p>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\n\t\t\t<div>\n\t\t\t<p><span class=\"TextRun SCXW233821485 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW233821485 BCX8\">Conservation<\/span> <span class=\"NormalTextRun SCXW233821485 BCX8\">plots <\/span><span class=\"NormalTextRun SCXW233821485 BCX8\">exhibited<\/span><span class=\"NormalTextRun SCXW233821485 BCX8\"> biodiversity levels that were halfway between those of pristine and production plots. This <\/span><span class=\"NormalTextRun SCXW233821485 BCX8\">indicates<\/span><span class=\"NormalTextRun SCXW233821485 BCX8\"> effective restoration efforts in the 10 years since the conservation plots were <\/span><span class=\"NormalTextRun SCXW233821485 BCX8\">established<\/span><span class=\"NormalTextRun SCXW233821485 BCX8\">, while pristine plots had unique biodiversity features <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW233821485 BCX8\">not present<\/span><span class=\"NormalTextRun SCXW233821485 BCX8\"> in production land.<\/span><\/span><span class=\"EOP SCXW233821485 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n\n\t\t<\/div>\n\t\n\t<\/div>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\" \">\n\t\t\t\t\t\t<div class=\"flex flex-col gap-4 h-full \">\n\n\t\t\t<div class=\"text-dark-green text-[40px]\">\n\t\t\t<span class=\"icon icon-search\" aria-hidden=\"true\"><\/span>\n\t\t<\/div>\n\t\n\t\t\t<div>\n\n\t\t\t\t\t\t\t<p class=\"font-bold\">\n\t\t\t\t\tSpecies insights\n\t\t\t\t<\/p>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\n\t\t\t<div>\n\t\t\t<p><span class=\"TextRun SCXW1279451 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW1279451 BCX8\">A<\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">nalysis<\/span> <span class=\"NormalTextRun SCXW1279451 BCX8\">of bird species revealed that <\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">over two-fifths (41%) of bird species in pristine plots were unique, highlighting their distinctiveness. C<\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">onservation areas shared <\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">approximately <\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">half<\/span><span class=\"NormalTextRun SCXW1279451 BCX8\"> (<\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">50%<\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">)<\/span><span class=\"NormalTextRun SCXW1279451 BCX8\"> of their species with both production and pristine plots. Conservation areas <\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">possessed<\/span><span class=\"NormalTextRun SCXW1279451 BCX8\"> unique species characteristics shared with both pristine and production plots, <\/span><span class=\"NormalTextRun SCXW1279451 BCX8\">whereas<\/span><span class=\"NormalTextRun SCXW1279451 BCX8\"> pristine and production plots had minimal overlap.<\/span><\/span><span class=\"EOP SCXW1279451 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n\n\t\t<\/div>\n\t\n\t<\/div>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\" \">\n\t\t\t\t\t\t<div class=\"flex flex-col gap-4 h-full \">\n\n\t\t\t<div class=\"text-dark-green text-[40px]\">\n\t\t\t<span class=\"icon icon-arrowup\" aria-hidden=\"true\"><\/span>\n\t\t<\/div>\n\t\n\t\t\t<div>\n\n\t\t\t\t\t\t\t<p class=\"font-bold\">\n\t\t\t\t\tTechnical advances \n\t\t\t\t<\/p>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\n\t\t\t<div>\n\t\t\t<p>The integration of machine learning into the analysis facilitated quicker scalability by classifying plot types and assigning biodiversity scores, while AudioMoth recorders proved to be just as reliable as more expensive devices, enabling wider adoption. These low-cost devices also lessened security concerns when left in the field for extended periods, allowing for broader application across diverse locations, and spectrograms (allowing us to \u2018see\u2019 the sound via frequencies), demonstrated strong consistency in results from both device types.<\/p>\n\n\t\t<\/div>\n\t\n\t<\/div>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-investor-impacts\">Investor impacts<\/h2>\n\n\n\n<p><strong>Greta Fearman, Head of Stewardship, Cardano commented:<\/strong> <em>\u201cThe results of this study suggest that the conservation efforts implemented by the palm oil company surveyed are leading to promising biodiversity recovery. It also demonstrates that large-scale, inexpensive biodiversity monitoring is possible, and that eco-acoustics can adapt to new geographies and ecosystems. There is still progress to be made to refine the tools but the results are positive.<\/em><\/p>\n\n\n\n<p><em>\u201cThis approach could prove valuable to the investor community as it seeks increased consistency and transparency from portfolio companies about their biodiversity impact, as well as provide a tool for companies to quantitatively measure progress towards achieving their environmental goals. We would therefore encourage companies and their suppliers to consider incorporating this technology into their own biodiversity monitoring processes.\u201d<\/em><\/p>\n\n\n\n<p><strong>Jenn-Hui Tan, Chief Sustainability Officer, Fidelity International commented:<\/strong> <em>\u201cUnlike climate change and greenhouse gas (GHG) emissions, nature loss is hard to measure with a single metric. That\u2019s why we believe financial institutions have an important role to play in supporting the scientific community by funding research into innovative solutions for the measurement and monitoring of nature, including eco-acoustics. We are encouraged by the results of this research. Not only does it show that biodiversity revival is possible, but highlights the feasibility of cost-effective biodiversity monitoring in the future. With further refinement, we hope this could lead to wider-scale adoption, helping more exposed companies monitor and track their biodiversity footprints with greater clarity and precision.\u201d<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>There is a growing need for methods to measure investee progress on achieving biodiversity goals. However, obtaining reliable real-time data to evaluate the success of corporate biodiversity management strategies, remains a key challenge.<\/p>\n","protected":false},"author":25,"featured_media":14372,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"editor_notices":[],"footnotes":""},"categories":[1],"cardano_tag":[],"cardano_topic":[],"cardano_type":[],"class_list":["post-14371","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin  - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Eco-acoustics is a study of the relationship between sound and the environment<\/title>\n<meta name=\"description\" content=\"There is a growing need for methods to measure investee progress on achieving biodiversity goals. 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