{"id":4001,"date":"2026-06-30T10:08:06","date_gmt":"2026-06-30T10:08:06","guid":{"rendered":"https:\/\/lindtcocoafoundation.org\/projects\/remote-estimation-of-shade-tree-cover-and-carbon-stocks\/"},"modified":"2026-06-30T11:12:59","modified_gmt":"2026-06-30T11:12:59","slug":"fernerkundung-von-schattenbaum-bedeckung-und-kohlenstoffvorraeten","status":"publish","type":"projects","link":"https:\/\/lindtcocoafoundation.org\/de\/projects\/fernerkundung-von-schattenbaum-bedeckung-und-kohlenstoffvorraeten\/","title":{"rendered":"Fernerkundung von Schattenbaum-Bedeckung und Kohlenstoffvorr\u00e4ten"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1523.6px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_2_5 2_5 fusion-flex-column fusion-animated\" style=\"--awb-bg-size:cover;--awb-width-large:40%;--awb-spacing-right-large:4.8%;--awb-margin-bottom-large:40px;--awb-spacing-left-large:4.8%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-animationType=\"fadeInUp\" data-animationDuration=\"1.0\" data-animationOffset=\"top-into-view\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-top:0px;--awb-margin-bottom:40px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:15px;--awb-margin-left-small:0px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:none;--fontSize:48;line-height:var(--awb-typography1-line-height);\">Hintergrund<\/h2><\/div><div class=\"fusion-text fusion-text-1\"><p>Dieses Forschungsprojekt entwickelt KI-gest\u00fctzte Werkzeuge zur Fernerkundung von Schattenbaum-Bedeckung und Kohlenstoffvorr\u00e4ten in Kakaoplantagen, um gezielte Agroforstempfehlungen zu erm\u00f6glichen.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:0px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:15px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:none;--fontSize:24;line-height:1.3333;\">Publikationen<\/h4><\/div><ul style=\"--awb-size:18px;--awb-margin-top:0px;--awb-margin-bottom:20px;--awb-item-padding-top:0px;--awb-iconcolor:var(--awb-color5);--awb-textcolor:var(--awb-custom_color_5);--awb-line-height:30.6px;--awb-icon-width:30.6px;--awb-icon-height:30.6px;--awb-icon-margin:12.6px;--awb-content-margin:43.2px;\" class=\"fusion-checklist fusion-checklist-1 type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-file-pdf fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Ein frei zug\u00e4nglicher Preprint ist <a href=\"https:\/\/arxiv.org\/abs\/2410.20882\" target=\"_blank\" rel=\"noopener\">hier<\/a> verf\u00fcgbar<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-file-pdf fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41893-025-01608-7\" target=\"_blank\" rel=\"noopener\">Nature Sustainability, August 2025: Das ungenutzte Potenzial der Agroforstwirtschaft f\u00fcr eine emissionsintensive landwirtschaftliche Ware<\/a><\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-file-pdf fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><a href=\"https:\/\/albecker.users.earthengine.app\/view\/agroforestry\" target=\"_blank\" rel=\"noopener\">Interaktive Karten (Google Earth Engine)<\/a><\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-file-pdf fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><a href=\"https:\/\/doi.org\/10.48610\/dda018c\" target=\"_blank\" rel=\"noopener\">Drohnengest\u00fctzte Boden-Referenzdaten (UQ eSpace)<\/a><\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-file-pdf fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><a href=\"https:\/\/github.com\/prs-eth\/agroforestry\" target=\"_blank\" rel=\"noopener\">Code-Repository (GitHub)<\/a><\/p>\n<\/div><\/li><\/ul><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_3_5 3_5 fusion-flex-column fusion-animated\" style=\"--awb-padding-top:25px;--awb-padding-right:25px;--awb-padding-bottom:25px;--awb-padding-left:25px;--awb-bg-color:var(--awb-color2);--awb-bg-color-hover:var(--awb-color2);--awb-bg-size:cover;--awb-width-large:60%;--awb-spacing-right-large:3.2%;--awb-margin-bottom-large:40px;--awb-spacing-left-large:3.2%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-animationType=\"fadeInUp\" data-animationDuration=\"1.0\" data-animationOffset=\"top-into-view\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-margin-top:0px;--awb-margin-bottom:40px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:15px;--awb-margin-left-small:0px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:none;--fontSize:48;line-height:var(--awb-typography1-line-height);\">Eckdaten<\/h1><\/div><ul style=\"--awb-size:18px;--awb-margin-top:0px;--awb-iconcolor:var(--awb-custom_color_4);--awb-line-height:30.6px;--awb-icon-width:30.6px;--awb-icon-height:30.6px;--awb-icon-margin:12.6px;--awb-content-margin:43.2px;\" class=\"fusion-checklist fusion-checklist-2 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong><span style=\"color: var(--awb-custom_color_4);\">L\u00e4nder:<\/span> <\/strong>Ghana &amp; Elfenbeink\u00fcste<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><b style=\"color: var(--awb-custom_color_4);\">Laufzeit:<\/b> Oktober 2020 \u2013 September 2023<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><b style=\"color: var(--awb-custom_color_4);\">Durchf\u00fchrender Partner:<\/b> ETH Z\u00fcrich, Universit\u00e4t Queensland und Universit\u00e4t Z\u00fcrich<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><span style=\"color: var(--awb-custom_color_4);\"><b>Weitere Partner:<\/b><\/span> Internationales Zentrum f\u00fcr Tropische Landwirtschaft (CIAT), Universit\u00e4t Oxford, Universit\u00e4t Cambridge, KNUST sowie der Gemeinsame Kakaoforschungsfonds von CAOBISCO und ECA<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><span style=\"color: var(--awb-custom_color_4);\"><b>Finanzvolumen:<\/b> CHF 330\u2019220 (59% des Gesamtprojektbudgets)<b><br \/>\n<\/b><\/span><\/p>\n<\/div><\/li><\/ul><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-row\"><div ><a class=\"fusion-button button-flat button-xlarge button-custom fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" style=\"--awb-margin-top:15px;--awb-margin-right:15px;--button_accent_color:var(--awb-color5);--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color5);--button_gradient_top_color:var(--awb-color1);--button_gradient_bottom_color:var(--awb-color1);--button_gradient_top_color_hover:hsla(var(--awb-color5-h),var(--awb-color5-s),calc(var(--awb-color5-l) - 10%),var(--awb-color5-a));--button_gradient_bottom_color_hover:hsla(var(--awb-color5-h),var(--awb-color5-s),calc(var(--awb-color5-l) - 10%),var(--awb-color5-a));\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/lindtcocoafoundation.org\/wp-content\/uploads\/2025\/09\/202104_Factsheet-LCF_ETH_2020-22.pdf\"><i class=\"fa-file-pdf fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Download Factsheet<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-animated\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:40px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-animationType=\"fadeInUp\" data-animationDuration=\"1.0\" data-animationOffset=\"top-into-view\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-margin-top:0px;--awb-margin-bottom:40px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:15px;--awb-margin-left-small:0px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:none;--fontSize:48;line-height:var(--awb-typography1-line-height);\">Hauptziele<\/h1><\/div><div class=\"fusion-text fusion-text-2\"><p>Ziel dieses Projekts war es, innovative Methoden zur Bewertung der \u00f6kologischen Vorteile der Kakao-Agroforstwirtschaft in Ghana und der Elfenbeink\u00fcste zu entwickeln. Im Einzelnen konzentrierte es sich auf:<\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;--awb-circlecolor:var(--awb-color4);--awb-circle-yes-font-size:14.08px;\" class=\"fusion-checklist fusion-checklist-3 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Kartierung der Schattenbaum-Bedeckung mittels Satellitenbildern<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Sch\u00e4tzung oberirdischer Kohlenstoffvorr\u00e4te und -potenziale<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Erstellung r\u00e4umlicher Datenprodukte zur Entscheidungsunterst\u00fctzung<\/p>\n<\/div><\/li><\/ul><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-animated\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:40px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-animationType=\"fadeInUp\" data-animationDuration=\"1.0\" data-animationOffset=\"top-into-view\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-margin-top:0px;--awb-margin-bottom:40px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:15px;--awb-margin-left-small:0px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:none;--fontSize:48;line-height:var(--awb-typography1-line-height);\">Resultate<\/h1><\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;--awb-circlecolor:var(--awb-color4);--awb-circle-yes-font-size:14.08px;\" class=\"fusion-checklist fusion-checklist-4 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Entwicklung zweier Machine-Learning-Modelle mit Sentinel-2-Daten und Felddaten von 828 Farmen<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Erstellung hochaufl\u00f6sender Karten (10 m Schattenbedeckung, 50 m Kohlenstoffvorr\u00e4te)<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Durchschnittliche Schattenbedeckung: 13,2 % (Ziel: 30 %)<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Aktuelle Kohlenstoffspeicherung: 117,7 Mio. Tonnen<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon fa-angle-right fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>Potenzial bei 30 % Schatten: +84 Mio. Tonnen \u2013 vergleichbar mit ungest\u00f6rten W\u00e4ldern der Region<\/p>\n<\/div><\/li><\/ul><\/div><\/div><\/div><\/div>\n","protected":false},"featured_media":2671,"template":"","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"country":[59,61],"project-type":[77,66],"project-status":[69],"class_list":["post-4001","projects","type-projects","status-publish","has-post-thumbnail","hentry","country-elfenbeinkueste","country-ghana","project-type-forschung","project-type-innovation","project-status-abgeschlossen"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Fernerkundung von Schattenbaum-Bedeckung und Kohlenstoffvorr\u00e4ten - Lindt Cocoa Foundation<\/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:\/\/lindtcocoafoundation.org\/de\/projects\/fernerkundung-von-schattenbaum-bedeckung-und-kohlenstoffvorraeten\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fernerkundung von Schattenbaum-Bedeckung und Kohlenstoffvorr\u00e4ten - 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