{"id":6843,"date":"2021-06-01T08:05:00","date_gmt":"2021-06-01T06:05:00","guid":{"rendered":"https:\/\/zbsa.eu\/?p=6843"},"modified":"2021-10-05T12:38:49","modified_gmt":"2021-10-05T10:38:49","slug":"machine-learning-based-reconstruction-of-palaeolandscapes","status":"publish","type":"post","link":"https:\/\/zbsa.eu\/en\/machine-learning-based-reconstruction-of-palaeolandscapes\/","title":{"rendered":"Machine Learning basierte Rekonstruktion von Pal\u00e4olandschaften zur verbesserten Interpretation von Mensch-Umwelt-Beziehungen (SFB 1266, B1)"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"6843\" class=\"elementor elementor-6843\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-46b532f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46b532f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-3f0bb4c8\" data-id=\"3f0bb4c8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-429d66bb elementor-widget elementor-widget-text-editor\" data-id=\"429d66bb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dieses Promotionsprojekt ist Teil des SFB 1266 Subprojekts B1 \u201ePioniere des Nordens: Ver\u00e4nderungen und Transformationen in Nordeuropa auf Grundlage hochaufl\u00f6sender Datens\u00e4tze\u201c und konzentriert sich auf die Rekonstruktion der Pal\u00e4olandschaften Norddeutschlands und des deutschen Nordseesektors im Sp\u00e4tglazial. Durch Klimabedingungen, Wasservorkommen und andere Umweltfaktoren wird unmittelbar bestimmt, welche Nahrungsquellen wann und wo zur Verf\u00fcgung stehen \u2013 ein entscheidender Faktor f\u00fcr die Bewegungen mobiler J\u00e4ger-Sammler-Gesellschaften. Rekonstruktionen der Pal\u00e4olandschaft sind daher wichtige arch\u00e4ologische Proxies und dienen zudem der Suche nach neuen Fundpl\u00e4tzen. Ziel des Projektes ist die Entwicklung von lernf\u00e4higen Algorithmen, welche eine automatisierte Zusammenf\u00fchrung von Daten aus unterschiedlichen Disziplinen in ein hochaufgel\u00f6stes Modell der Landschaft nach der letzten Vereisung erm\u00f6glichen. Eine wichtige Rolle werden hierbei geophysikalische Datens\u00e4tze (GPR, Seismik), aber auch geologische Daten und Pollenanalysen spielen. Die Algorithmen werden unter Verwendung von Testgebieten wie Tyrsted in D\u00e4nemark entwickelt und optimiert, wo ein reicher Schatz an Daten verschiedener Disziplinen aus Phase I des SFB 1266 zur Verf\u00fcgung steht. Anschlie\u00dfend soll die entwickelte Methode auf neue Untersuchungsgebiete angewendet werden, wobei der deutsche Nordseesektor einen wichtigen Fokus darstellen soll.<\/p>\n<div class=\"ms-editor-squiggler\" style=\"color: initial; font: initial; font-feature-settings: initial; font-kerning: initial; font-optical-sizing: initial; font-variation-settings: initial; forced-color-adjust: initial; text-orientation: initial; text-rendering: initial; -webkit-font-smoothing: initial; -webkit-locale: initial; -webkit-text-orientation: initial; -webkit-writing-mode: initial; writing-mode: initial; zoom: initial; place-content: initial; place-items: initial; place-self: initial; alignment-baseline: initial; animation: initial; appearance: initial; aspect-ratio: initial; backdrop-filter: initial; backface-visibility: initial; background: initial; background-blend-mode: initial; baseline-shift: initial; block-size: initial; border-block: initial; border: initial; border-radius: initial; border-collapse: initial; 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flex: initial; flex-flow: initial; float: initial; flood-color: initial; flood-opacity: initial; grid: initial; grid-area: initial; height: 0px; hyphens: initial; image-orientation: initial; image-rendering: initial; inline-size: initial; inset-block: initial; inset-inline: initial; isolation: initial; letter-spacing: initial; lighting-color: initial; line-break: initial; list-style: initial; margin-block: initial; margin: initial; margin-inline: initial; marker: initial; mask: initial; mask-type: initial; max-block-size: initial; max-height: initial; max-inline-size: initial; max-width: initial; min-block-size: initial; min-height: initial; min-inline-size: initial; min-width: initial; mix-blend-mode: initial; object-fit: initial; object-position: initial; offset: initial; opacity: initial; order: initial; origin-trial-test-property: initial; orphans: initial; outline: initial; outline-offset: initial; overflow-anchor: initial; overflow-wrap: initial; overflow: initial; overscroll-behavior-block: initial; overscroll-behavior-inline: initial; overscroll-behavior: initial; padding-block: initial; padding: initial; padding-inline: initial; page: initial; page-orientation: initial; paint-order: initial; perspective: initial; perspective-origin: initial; pointer-events: initial; position: initial; quotes: initial; r: initial; resize: initial; ruby-position: initial; rx: initial; ry: initial; scroll-behavior: initial; scroll-margin-block: initial; scroll-margin: initial; scroll-margin-inline: initial; scroll-padding-block: initial; scroll-padding: initial; scroll-padding-inline: initial; scroll-snap-align: initial; scroll-snap-stop: initial; scroll-snap-type: initial; shape-image-threshold: initial; shape-margin: initial; shape-outside: initial; shape-rendering: initial; size: initial; speak: initial; stop-color: initial; stop-opacity: initial; stroke: initial; stroke-dasharray: initial; stroke-dashoffset: initial; stroke-linecap: initial; stroke-linejoin: initial; stroke-miterlimit: initial; stroke-opacity: initial; stroke-width: initial; tab-size: initial; table-layout: initial; text-align: initial; text-align-last: initial; text-anchor: initial; text-combine-upright: initial; text-decoration: initial; text-decoration-skip-ink: initial; text-indent: initial; text-overflow: initial; text-shadow: initial; text-size-adjust: initial; text-transform: initial; text-underline-offset: initial; text-underline-position: initial; touch-action: initial; transform: initial; transform-box: initial; transform-origin: initial; transform-style: initial; transition: initial; user-select: initial; vector-effect: initial; vertical-align: initial; visibility: initial; -webkit-app-region: initial; border-spacing: initial; -webkit-border-image: initial; -webkit-box-align: initial; -webkit-box-decoration-break: initial; -webkit-box-direction: initial; -webkit-box-flex: initial; -webkit-box-ordinal-group: initial; -webkit-box-orient: initial; -webkit-box-pack: initial; -webkit-box-reflect: initial; -webkit-highlight: initial; -webkit-hyphenate-character: initial; -webkit-line-break: initial; -webkit-line-clamp: initial; -webkit-mask-box-image: initial; -webkit-mask: initial; -webkit-mask-composite: initial; -webkit-perspective-origin-x: initial; -webkit-perspective-origin-y: initial; -webkit-print-color-adjust: initial; -webkit-rtl-ordering: initial; -webkit-ruby-position: initial; -webkit-tap-highlight-color: initial; -webkit-text-combine: initial; -webkit-text-decorations-in-effect: initial; -webkit-text-emphasis: initial; -webkit-text-emphasis-position: initial; -webkit-text-fill-color: initial; -webkit-text-security: initial; -webkit-text-stroke: initial; -webkit-transform-origin-x: initial; -webkit-transform-origin-y: initial; -webkit-transform-origin-z: initial; -webkit-user-drag: initial; -webkit-user-modify: initial; white-space: initial; widows: initial; width: initial; will-change: initial; word-break: initial; word-spacing: initial; x: initial; y: initial; z-index: initial;\">&nbsp;<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-272ee907\" data-id=\"272ee907\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-512371ed elementor-widget elementor-widget-text-editor\" data-id=\"512371ed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h6>Research clusters<\/h6><p>Man and Environment<\/p><div class=\"ms-editor-squiggler\" style=\"color: initial; font: initial; font-feature-settings: initial; font-kerning: initial; font-optical-sizing: initial; font-variation-settings: initial; forced-color-adjust: initial; text-orientation: initial; text-rendering: initial; -webkit-font-smoothing: initial; -webkit-locale: initial; -webkit-text-orientation: initial; -webkit-writing-mode: initial; writing-mode: initial; zoom: initial; place-content: initial; place-items: initial; place-self: initial; alignment-baseline: initial; animation: initial; appearance: initial; aspect-ratio: initial; backdrop-filter: initial; backface-visibility: initial; background: initial; background-blend-mode: initial; baseline-shift: initial; block-size: initial; border-block: initial; border: initial; border-radius: initial; border-collapse: initial; border-end-end-radius: initial; border-end-start-radius: initial; border-inline: initial; border-start-end-radius: initial; border-start-start-radius: initial; inset: initial; box-shadow: initial; box-sizing: initial; break-after: initial; break-before: initial; break-inside: initial; buffered-rendering: initial; caption-side: initial; caret-color: initial; clear: initial; clip: initial; clip-path: initial; clip-rule: initial; color-interpolation: initial; color-interpolation-filters: initial; color-rendering: initial; color-scheme: initial; columns: initial; column-fill: initial; gap: initial; column-rule: initial; column-span: initial; contain: initial; contain-intrinsic-size: initial; content: initial; content-visibility: initial; counter-increment: initial; counter-reset: initial; counter-set: initial; cursor: initial; cx: initial; cy: initial; d: initial; display: block; dominant-baseline: initial; empty-cells: initial; fill: initial; fill-opacity: initial; fill-rule: initial; filter: initial; flex: initial; flex-flow: initial; float: initial; flood-color: initial; flood-opacity: initial; grid: initial; grid-area: initial; height: 0px; hyphens: initial; image-orientation: initial; image-rendering: initial; inline-size: initial; inset-block: initial; inset-inline: initial; isolation: initial; letter-spacing: initial; lighting-color: initial; line-break: initial; list-style: initial; margin-block: initial; margin: initial; margin-inline: initial; marker: initial; mask: initial; mask-type: initial; max-block-size: initial; max-height: initial; max-inline-size: initial; max-width: initial; min-block-size: initial; min-height: initial; min-inline-size: initial; min-width: initial; mix-blend-mode: initial; object-fit: initial; object-position: initial; offset: initial; opacity: initial; order: initial; origin-trial-test-property: initial; orphans: initial; outline: initial; outline-offset: initial; overflow-anchor: initial; overflow-wrap: initial; overflow: initial; overscroll-behavior-block: initial; overscroll-behavior-inline: initial; overscroll-behavior: initial; padding-block: initial; padding: initial; padding-inline: initial; page: initial; page-orientation: initial; paint-order: initial; perspective: initial; perspective-origin: initial; pointer-events: initial; position: initial; quotes: initial; r: initial; resize: initial; ruby-position: initial; rx: initial; ry: initial; scroll-behavior: initial; scroll-margin-block: initial; scroll-margin: initial; scroll-margin-inline: initial; scroll-padding-block: initial; scroll-padding: initial; scroll-padding-inline: initial; scroll-snap-align: initial; scroll-snap-stop: initial; scroll-snap-type: initial; shape-image-threshold: initial; shape-margin: initial; shape-outside: initial; shape-rendering: initial; size: initial; speak: initial; stop-color: initial; stop-opacity: initial; stroke: initial; stroke-dasharray: initial; stroke-dashoffset: initial; stroke-linecap: initial; stroke-linejoin: initial; stroke-miterlimit: initial; stroke-opacity: initial; stroke-width: initial; tab-size: initial; table-layout: initial; text-align: initial; text-align-last: initial; text-anchor: initial; text-combine-upright: initial; text-decoration: initial; text-decoration-skip-ink: initial; text-indent: initial; text-overflow: initial; text-shadow: initial; text-size-adjust: initial; text-transform: initial; text-underline-offset: initial; text-underline-position: initial; touch-action: initial; transform: initial; transform-box: initial; transform-origin: initial; transform-style: initial; transition: initial; user-select: initial; vector-effect: initial; vertical-align: initial; visibility: initial; -webkit-app-region: initial; border-spacing: initial; -webkit-border-image: initial; -webkit-box-align: initial; -webkit-box-decoration-break: initial; -webkit-box-direction: initial; -webkit-box-flex: initial; -webkit-box-ordinal-group: initial; -webkit-box-orient: initial; -webkit-box-pack: initial; -webkit-box-reflect: initial; -webkit-highlight: initial; -webkit-hyphenate-character: initial; -webkit-line-break: initial; -webkit-line-clamp: initial; -webkit-mask-box-image: initial; -webkit-mask: initial; -webkit-mask-composite: initial; -webkit-perspective-origin-x: initial; -webkit-perspective-origin-y: initial; -webkit-print-color-adjust: initial; -webkit-rtl-ordering: initial; -webkit-ruby-position: initial; -webkit-tap-highlight-color: initial; -webkit-text-combine: initial; -webkit-text-decorations-in-effect: initial; -webkit-text-emphasis: initial; -webkit-text-emphasis-position: initial; -webkit-text-fill-color: initial; -webkit-text-security: initial; -webkit-text-stroke: initial; -webkit-transform-origin-x: initial; -webkit-transform-origin-y: initial; -webkit-transform-origin-z: initial; -webkit-user-drag: initial; -webkit-user-modify: initial; white-space: initial; widows: initial; width: initial; will-change: initial; word-break: initial; word-spacing: initial; x: initial; y: initial; z-index: initial;\">\u00a0<\/div><div class=\"ms-editor-squiggler\" style=\"color: initial; font: initial; font-feature-settings: initial; font-kerning: initial; font-optical-sizing: initial; font-variation-settings: initial; forced-color-adjust: initial; text-orientation: initial; text-rendering: initial; -webkit-font-smoothing: initial; -webkit-locale: initial; -webkit-text-orientation: initial; -webkit-writing-mode: initial; writing-mode: initial; zoom: initial; place-content: initial; place-items: initial; place-self: initial; alignment-baseline: initial; animation: initial; appearance: initial; aspect-ratio: initial; backdrop-filter: initial; backface-visibility: initial; background: initial; background-blend-mode: initial; baseline-shift: initial; block-size: initial; border-block: initial; border: initial; border-radius: initial; border-collapse: initial; border-end-end-radius: initial; border-end-start-radius: initial; border-inline: initial; border-start-end-radius: initial; border-start-start-radius: initial; inset: initial; box-shadow: initial; box-sizing: initial; break-after: initial; break-before: initial; break-inside: initial; buffered-rendering: initial; caption-side: initial; caret-color: initial; clear: initial; clip: initial; clip-path: initial; clip-rule: initial; color-interpolation: initial; color-interpolation-filters: initial; color-rendering: initial; color-scheme: initial; columns: initial; column-fill: initial; gap: initial; column-rule: initial; column-span: initial; contain: initial; contain-intrinsic-size: initial; content: initial; content-visibility: initial; counter-increment: initial; counter-reset: initial; counter-set: initial; cursor: initial; cx: initial; cy: initial; d: initial; display: block; dominant-baseline: initial; empty-cells: initial; fill: initial; fill-opacity: initial; fill-rule: initial; filter: initial; flex: initial; flex-flow: initial; float: initial; flood-color: initial; flood-opacity: initial; grid: initial; grid-area: initial; height: 0px; hyphens: initial; image-orientation: initial; image-rendering: initial; inline-size: initial; inset-block: initial; inset-inline: initial; isolation: initial; letter-spacing: initial; lighting-color: initial; line-break: initial; list-style: initial; margin-block: initial; margin: initial; margin-inline: initial; marker: initial; mask: initial; mask-type: initial; max-block-size: initial; max-height: initial; max-inline-size: initial; max-width: initial; min-block-size: initial; min-height: initial; min-inline-size: initial; min-width: initial; mix-blend-mode: initial; object-fit: initial; object-position: initial; offset: initial; opacity: initial; order: initial; origin-trial-test-property: initial; orphans: initial; outline: initial; outline-offset: initial; overflow-anchor: initial; overflow-wrap: initial; overflow: initial; overscroll-behavior-block: initial; overscroll-behavior-inline: initial; overscroll-behavior: initial; padding-block: initial; padding: initial; padding-inline: initial; page: initial; page-orientation: initial; paint-order: initial; perspective: initial; perspective-origin: initial; pointer-events: initial; position: initial; quotes: initial; r: initial; resize: initial; ruby-position: initial; rx: initial; ry: initial; scroll-behavior: initial; scroll-margin-block: initial; scroll-margin: initial; scroll-margin-inline: initial; scroll-padding-block: initial; scroll-padding: initial; scroll-padding-inline: initial; scroll-snap-align: initial; scroll-snap-stop: initial; scroll-snap-type: initial; shape-image-threshold: initial; shape-margin: initial; shape-outside: initial; shape-rendering: initial; size: initial; speak: initial; stop-color: initial; stop-opacity: initial; stroke: initial; stroke-dasharray: initial; stroke-dashoffset: initial; stroke-linecap: initial; stroke-linejoin: initial; stroke-miterlimit: initial; stroke-opacity: initial; stroke-width: initial; tab-size: initial; table-layout: initial; text-align: initial; text-align-last: initial; text-anchor: initial; text-combine-upright: initial; text-decoration: initial; text-decoration-skip-ink: initial; text-indent: initial; text-overflow: initial; text-shadow: initial; text-size-adjust: initial; text-transform: initial; text-underline-offset: initial; text-underline-position: initial; touch-action: initial; transform: initial; transform-box: initial; transform-origin: initial; transform-style: initial; transition: initial; user-select: initial; vector-effect: initial; vertical-align: initial; visibility: initial; -webkit-app-region: initial; border-spacing: initial; -webkit-border-image: initial; -webkit-box-align: initial; -webkit-box-decoration-break: initial; -webkit-box-direction: initial; -webkit-box-flex: initial; -webkit-box-ordinal-group: initial; -webkit-box-orient: initial; -webkit-box-pack: initial; -webkit-box-reflect: initial; -webkit-highlight: initial; -webkit-hyphenate-character: initial; -webkit-line-break: initial; -webkit-line-clamp: initial; -webkit-mask-box-image: initial; -webkit-mask: initial; -webkit-mask-composite: initial; -webkit-perspective-origin-x: initial; -webkit-perspective-origin-y: initial; -webkit-print-color-adjust: initial; -webkit-rtl-ordering: initial; -webkit-ruby-position: initial; -webkit-tap-highlight-color: initial; -webkit-text-combine: initial; -webkit-text-decorations-in-effect: initial; -webkit-text-emphasis: initial; -webkit-text-emphasis-position: initial; -webkit-text-fill-color: initial; -webkit-text-security: initial; -webkit-text-stroke: initial; -webkit-transform-origin-x: initial; -webkit-transform-origin-y: initial; -webkit-transform-origin-z: initial; -webkit-user-drag: initial; -webkit-user-modify: initial; white-space: initial; widows: initial; width: initial; will-change: initial; word-break: initial; word-spacing: initial; x: initial; y: initial; z-index: initial;\">\u00a0<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13c4c5db elementor-widget elementor-widget-text-editor\" data-id=\"13c4c5db\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h6>Research Priorities<\/h6><p>CRC 1266, Scales of Transformation<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62001c9f elementor-widget elementor-widget-text-editor\" data-id=\"62001c9f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h6>Staff<\/h6><p>Stine Detjens<\/p><div class=\"ms-editor-squiggler\" style=\"color: initial; font: initial; font-feature-settings: initial; font-kerning: initial; font-optical-sizing: initial; font-variation-settings: initial; forced-color-adjust: initial; text-orientation: initial; text-rendering: initial; -webkit-font-smoothing: initial; -webkit-locale: initial; -webkit-text-orientation: initial; -webkit-writing-mode: initial; writing-mode: initial; zoom: initial; place-content: initial; place-items: initial; place-self: initial; alignment-baseline: initial; animation: initial; appearance: initial; aspect-ratio: initial; backdrop-filter: initial; backface-visibility: initial; background: initial; background-blend-mode: initial; baseline-shift: initial; block-size: initial; border-block: initial; border: initial; border-radius: initial; border-collapse: initial; border-end-end-radius: initial; border-end-start-radius: initial; border-inline: initial; border-start-end-radius: initial; border-start-start-radius: initial; inset: initial; box-shadow: initial; box-sizing: initial; break-after: initial; break-before: initial; break-inside: initial; buffered-rendering: initial; caption-side: initial; caret-color: initial; clear: initial; clip: initial; clip-path: initial; clip-rule: initial; color-interpolation: initial; color-interpolation-filters: initial; color-rendering: initial; color-scheme: initial; columns: initial; column-fill: initial; gap: initial; column-rule: initial; column-span: initial; contain: initial; contain-intrinsic-size: initial; content: initial; content-visibility: initial; counter-increment: initial; counter-reset: initial; counter-set: initial; cursor: initial; cx: initial; cy: initial; d: initial; display: block; dominant-baseline: initial; empty-cells: initial; fill: initial; fill-opacity: initial; fill-rule: initial; filter: initial; flex: initial; flex-flow: initial; float: initial; flood-color: initial; flood-opacity: initial; grid: initial; grid-area: initial; height: 0px; hyphens: initial; image-orientation: initial; image-rendering: initial; inline-size: initial; inset-block: initial; inset-inline: initial; isolation: initial; letter-spacing: initial; lighting-color: initial; line-break: initial; list-style: initial; margin-block: initial; margin: initial; margin-inline: initial; marker: initial; mask: initial; mask-type: initial; max-block-size: initial; max-height: initial; max-inline-size: initial; max-width: initial; min-block-size: initial; min-height: initial; min-inline-size: initial; min-width: initial; mix-blend-mode: initial; object-fit: initial; object-position: initial; offset: initial; opacity: initial; order: initial; origin-trial-test-property: initial; orphans: initial; outline: initial; outline-offset: initial; overflow-anchor: initial; overflow-wrap: initial; overflow: initial; overscroll-behavior-block: initial; overscroll-behavior-inline: initial; overscroll-behavior: initial; padding-block: initial; padding: initial; padding-inline: initial; page: initial; page-orientation: initial; paint-order: initial; perspective: initial; perspective-origin: initial; pointer-events: initial; position: initial; quotes: initial; r: initial; resize: initial; ruby-position: initial; rx: initial; ry: initial; scroll-behavior: initial; scroll-margin-block: initial; scroll-margin: initial; scroll-margin-inline: initial; scroll-padding-block: initial; scroll-padding: initial; scroll-padding-inline: initial; scroll-snap-align: initial; scroll-snap-stop: initial; scroll-snap-type: initial; shape-image-threshold: initial; shape-margin: initial; shape-outside: initial; shape-rendering: initial; size: initial; speak: initial; stop-color: initial; stop-opacity: initial; stroke: initial; stroke-dasharray: initial; stroke-dashoffset: initial; stroke-linecap: initial; stroke-linejoin: initial; stroke-miterlimit: initial; stroke-opacity: initial; stroke-width: initial; tab-size: initial; table-layout: initial; text-align: initial; text-align-last: initial; text-anchor: initial; text-combine-upright: initial; text-decoration: initial; 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ruby-position: initial; rx: initial; ry: initial; scroll-behavior: initial; scroll-margin-block: initial; scroll-margin: initial; scroll-margin-inline: initial; scroll-padding-block: initial; scroll-padding: initial; scroll-padding-inline: initial; scroll-snap-align: initial; scroll-snap-stop: initial; scroll-snap-type: initial; shape-image-threshold: initial; shape-margin: initial; shape-outside: initial; shape-rendering: initial; size: initial; speak: initial; stop-color: initial; stop-opacity: initial; stroke: initial; stroke-dasharray: initial; stroke-dashoffset: initial; stroke-linecap: initial; stroke-linejoin: initial; stroke-miterlimit: initial; stroke-opacity: initial; stroke-width: initial; tab-size: initial; table-layout: initial; text-align: initial; text-align-last: initial; text-anchor: initial; text-combine-upright: initial; text-decoration: initial; text-decoration-skip-ink: initial; text-indent: initial; text-overflow: initial; text-shadow: initial; text-size-adjust: initial; text-transform: initial; text-underline-offset: initial; text-underline-position: initial; touch-action: initial; transform: initial; transform-box: initial; transform-origin: initial; transform-style: initial; transition: initial; user-select: initial; vector-effect: initial; vertical-align: initial; visibility: initial; -webkit-app-region: initial; border-spacing: initial; -webkit-border-image: initial; -webkit-box-align: initial; -webkit-box-decoration-break: initial; -webkit-box-direction: initial; -webkit-box-flex: initial; -webkit-box-ordinal-group: initial; -webkit-box-orient: initial; -webkit-box-pack: initial; -webkit-box-reflect: initial; -webkit-highlight: initial; -webkit-hyphenate-character: initial; -webkit-line-break: initial; -webkit-line-clamp: initial; -webkit-mask-box-image: initial; -webkit-mask: initial; -webkit-mask-composite: initial; -webkit-perspective-origin-x: initial; -webkit-perspective-origin-y: initial; -webkit-print-color-adjust: initial; -webkit-rtl-ordering: initial; -webkit-ruby-position: initial; -webkit-tap-highlight-color: initial; -webkit-text-combine: initial; -webkit-text-decorations-in-effect: initial; -webkit-text-emphasis: initial; -webkit-text-emphasis-position: initial; -webkit-text-fill-color: initial; -webkit-text-security: initial; -webkit-text-stroke: initial; -webkit-transform-origin-x: initial; -webkit-transform-origin-y: initial; -webkit-transform-origin-z: initial; -webkit-user-drag: initial; -webkit-user-modify: initial; white-space: initial; widows: initial; width: initial; will-change: initial; word-break: initial; word-spacing: initial; x: initial; y: initial; z-index: initial;\">\u00a0<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7094343d elementor-widget elementor-widget-text-editor\" data-id=\"7094343d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h6>In cooperation with<\/h6><p>Prof. Dr. Wolfgang Rabbel (CAU, Angewandte Geophysik) und Prof. Dr. Matthias Renz (CAU, Arch\u00e4oinformatik)\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Dieses Promotionsprojekt ist Teil des SFB 1266 Subprojekts B1 \u201ePioniere des Nordens: Ver\u00e4nderungen und Transformationen in Nordeuropa auf Grundlage hochaufl\u00f6sender Datens\u00e4tze\u201c und konzentriert sich auf die Rekonstruktion der Pal\u00e4olandschaften Norddeutschlands und des deutschen Nordseesektors im Sp\u00e4tglazial. Durch Klimabedingungen, Wasservorkommen und andere Umweltfaktoren wird unmittelbar bestimmt, welche Nahrungsquellen wann und wo zur Verf\u00fcgung stehen \u2013 ein entscheidender Faktor f\u00fcr die Bewegungen mobiler J\u00e4ger-Sammler-Gesellschaften. Rekonstruktionen der Pal\u00e4olandschaft sind daher wichtige arch\u00e4ologische Proxies und dienen zudem der Suche nach neuen Fundpl\u00e4tzen. Ziel des Projektes ist die Entwicklung von lernf\u00e4higen Algorithmen, welche eine automatisierte Zusammenf\u00fchrung von Daten aus unterschiedlichen Disziplinen in ein hochaufgel\u00f6stes Modell der Landschaft nach der letzten Vereisung erm\u00f6glichen. Eine wichtige Rolle werden hierbei geophysikalische Datens\u00e4tze (GPR, Seismik), aber auch geologische Daten und Pollenanalysen spielen. Die Algorithmen werden unter Verwendung von Testgebieten wie Tyrsted in D\u00e4nemark entwickelt und optimiert, wo ein reicher Schatz an Daten verschiedener Disziplinen aus Phase I des SFB 1266 zur Verf\u00fcgung steht. Anschlie\u00dfend soll die entwickelte Methode auf neue Untersuchungsgebiete angewendet werden, wobei der deutsche Nordseesektor einen wichtigen Fokus darstellen soll. &nbsp; Themenbereiche Mensch und Umwelt Forschungsschwerpunkte SFB 1266, TransformationsDimensionen Mitarbeiter Stine Detjens In Kooperation mit Prof. Dr. Wolfgang Rabbel (CAU, Angewandte Geophysik) und Prof. Dr. Matthias Renz (CAU, Arch\u00e4oinformatik)&nbsp;<\/p>","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","inline_featured_image":false,"footnotes":""},"categories":[40,43,53],"tags":[65],"class_list":["post-6843","post","type-post","status-publish","format-standard","hentry","category-forschungsschwerpunkte","category-mensch-und-umwelt","category-sfb-1266","tag-sfb-1266-transformationsdimensionen"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Machine Learning basierte Rekonstruktion von Pal\u00e4olandschaften zur verbesserten Interpretation von Mensch-Umwelt-Beziehungen (SFB 1266, B1) - Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie (ZBSA) \u2014 Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie<\/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:\/\/zbsa.eu\/en\/machine-learning-based-reconstruction-of-palaeolandscapes\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning basierte Rekonstruktion von Pal\u00e4olandschaften zur verbesserten Interpretation von Mensch-Umwelt-Beziehungen (SFB 1266, B1) - Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie (ZBSA) \u2014 Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie\" \/>\n<meta property=\"og:description\" content=\"Dieses Promotionsprojekt ist Teil des SFB 1266 Subprojekts B1 \u201ePioniere des Nordens: Ver\u00e4nderungen und Transformationen in Nordeuropa auf Grundlage hochaufl\u00f6sender Datens\u00e4tze\u201c und konzentriert sich auf die Rekonstruktion der Pal\u00e4olandschaften Norddeutschlands und des deutschen Nordseesektors im Sp\u00e4tglazial. Durch Klimabedingungen, Wasservorkommen und andere Umweltfaktoren wird unmittelbar bestimmt, welche Nahrungsquellen wann und wo zur Verf\u00fcgung stehen \u2013 ein entscheidender Faktor f\u00fcr die Bewegungen mobiler J\u00e4ger-Sammler-Gesellschaften. Rekonstruktionen der Pal\u00e4olandschaft sind daher wichtige arch\u00e4ologische Proxies und dienen zudem der Suche nach neuen Fundpl\u00e4tzen. Ziel des Projektes ist die Entwicklung von lernf\u00e4higen Algorithmen, welche eine automatisierte Zusammenf\u00fchrung von Daten aus unterschiedlichen Disziplinen in ein hochaufgel\u00f6stes Modell der Landschaft nach der letzten Vereisung erm\u00f6glichen. Eine wichtige Rolle werden hierbei geophysikalische Datens\u00e4tze (GPR, Seismik), aber auch geologische Daten und Pollenanalysen spielen. Die Algorithmen werden unter Verwendung von Testgebieten wie Tyrsted in D\u00e4nemark entwickelt und optimiert, wo ein reicher Schatz an Daten verschiedener Disziplinen aus Phase I des SFB 1266 zur Verf\u00fcgung steht. Anschlie\u00dfend soll die entwickelte Methode auf neue Untersuchungsgebiete angewendet werden, wobei der deutsche Nordseesektor einen wichtigen Fokus darstellen soll. &nbsp; Themenbereiche Mensch und Umwelt Forschungsschwerpunkte SFB 1266, TransformationsDimensionen Mitarbeiter Stine Detjens In Kooperation mit Prof. Dr. Wolfgang Rabbel (CAU, Angewandte Geophysik) und Prof. Dr. Matthias Renz (CAU, Arch\u00e4oinformatik)&nbsp;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zbsa.eu\/en\/machine-learning-based-reconstruction-of-palaeolandscapes\/\" \/>\n<meta property=\"og:site_name\" content=\"Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie (ZBSA) \u2014 Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-01T06:05:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-10-05T10:38:49+00:00\" \/>\n<meta name=\"author\" content=\"Matthias Bolte\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Matthias Bolte\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/zbsa.eu\/machine-learning-based-reconstruction-of-palaeolandscapes\/\",\"url\":\"https:\/\/zbsa.eu\/machine-learning-based-reconstruction-of-palaeolandscapes\/\",\"name\":\"Machine Learning basierte Rekonstruktion von Pal\u00e4olandschaften zur verbesserten Interpretation von Mensch-Umwelt-Beziehungen (SFB 1266, B1) - 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Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie (ZBSA) \u2014 Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie","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:\/\/zbsa.eu\/en\/machine-learning-based-reconstruction-of-palaeolandscapes\/","og_locale":"en_GB","og_type":"article","og_title":"Machine Learning basierte Rekonstruktion von Pal\u00e4olandschaften zur verbesserten Interpretation von Mensch-Umwelt-Beziehungen (SFB 1266, B1) - Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie (ZBSA) \u2014 Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie","og_description":"Dieses Promotionsprojekt ist Teil des SFB 1266 Subprojekts B1 \u201ePioniere des Nordens: Ver\u00e4nderungen und Transformationen in Nordeuropa auf Grundlage hochaufl\u00f6sender Datens\u00e4tze\u201c und konzentriert sich auf die Rekonstruktion der Pal\u00e4olandschaften Norddeutschlands und des deutschen Nordseesektors im Sp\u00e4tglazial. 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Die Algorithmen werden unter Verwendung von Testgebieten wie Tyrsted in D\u00e4nemark entwickelt und optimiert, wo ein reicher Schatz an Daten verschiedener Disziplinen aus Phase I des SFB 1266 zur Verf\u00fcgung steht. Anschlie\u00dfend soll die entwickelte Methode auf neue Untersuchungsgebiete angewendet werden, wobei der deutsche Nordseesektor einen wichtigen Fokus darstellen soll. &nbsp; Themenbereiche Mensch und Umwelt Forschungsschwerpunkte SFB 1266, TransformationsDimensionen Mitarbeiter Stine Detjens In Kooperation mit Prof. Dr. Wolfgang Rabbel (CAU, Angewandte Geophysik) und Prof. Dr. Matthias Renz (CAU, Arch\u00e4oinformatik)&nbsp;","og_url":"https:\/\/zbsa.eu\/en\/machine-learning-based-reconstruction-of-palaeolandscapes\/","og_site_name":"Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie (ZBSA) \u2014 Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie","article_published_time":"2021-06-01T06:05:00+00:00","article_modified_time":"2021-10-05T10:38:49+00:00","author":"Matthias Bolte","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Matthias Bolte","Estimated reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/zbsa.eu\/machine-learning-based-reconstruction-of-palaeolandscapes\/","url":"https:\/\/zbsa.eu\/machine-learning-based-reconstruction-of-palaeolandscapes\/","name":"Machine Learning basierte Rekonstruktion von Pal\u00e4olandschaften zur verbesserten Interpretation von Mensch-Umwelt-Beziehungen (SFB 1266, B1) - Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie (ZBSA) \u2014 Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie","isPartOf":{"@id":"https:\/\/zbsa.eu\/#website"},"datePublished":"2021-06-01T06:05:00+00:00","dateModified":"2021-10-05T10:38:49+00:00","author":{"@id":"https:\/\/zbsa.eu\/#\/schema\/person\/b980623b66a6ffb097697286521920c5"},"breadcrumb":{"@id":"https:\/\/zbsa.eu\/machine-learning-based-reconstruction-of-palaeolandscapes\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/zbsa.eu\/machine-learning-based-reconstruction-of-palaeolandscapes\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/zbsa.eu\/machine-learning-based-reconstruction-of-palaeolandscapes\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/zbsa.eu\/"},{"@type":"ListItem","position":2,"name":"Themenbereiche","item":"https:\/\/zbsa.eu\/category\/themenbereiche\/"},{"@type":"ListItem","position":3,"name":"Forschungsschwerpunkte","item":"https:\/\/zbsa.eu\/category\/themenbereiche\/forschungsschwerpunkte\/"},{"@type":"ListItem","position":4,"name":"Machine Learning basierte Rekonstruktion von Pal\u00e4olandschaften zur verbesserten Interpretation von Mensch-Umwelt-Beziehungen (SFB 1266, B1)"}]},{"@type":"WebSite","@id":"https:\/\/zbsa.eu\/#website","url":"https:\/\/zbsa.eu\/","name":"Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie (ZBSA) \u2014 Zentrum f\u00fcr Baltische und Skandinavische Arch\u00e4ologie","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/zbsa.eu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Person","@id":"https:\/\/zbsa.eu\/#\/schema\/person\/b980623b66a6ffb097697286521920c5","name":"Matthias Bolte","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/zbsa.eu\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/1f3bc1bfe4b641855cb944e558d4f3de1b57120f6dfe8f4368ebfe0384a5acab?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1f3bc1bfe4b641855cb944e558d4f3de1b57120f6dfe8f4368ebfe0384a5acab?s=96&d=mm&r=g","caption":"Matthias Bolte"},"url":"https:\/\/zbsa.eu\/en\/author\/matthias-bolte\/"}]}},"featured_image_src":" ","featured_image_src_square":" ","author_info":{"display_name":"Matthias Bolte","author_link":"https:\/\/zbsa.eu\/en\/author\/matthias-bolte\/"},"category_info":"<a href=\"https:\/\/zbsa.eu\/en\/category\/themenbereiche\/forschungsschwerpunkte\/\" rel=\"category tag\">Forschungsschwerpunkte<\/a>,<a href=\"https:\/\/zbsa.eu\/en\/category\/themenbereiche\/mensch-und-umwelt\/\" rel=\"category tag\">Mensch und Umwelt<\/a>,<a href=\"https:\/\/zbsa.eu\/en\/category\/themenbereiche\/forschungsschwerpunkte\/sfb-1266\/\" rel=\"category tag\">SFB 1266<\/a>","tags_info":"<a href=\"https:\/\/zbsa.eu\/en\/tag\/sfb-1266-transformationsdimensionen\/\" rel=\"tag\">SFB 1266, TransformationsDimensionen<\/a>","social_share_info":"<a data-share=\"facebook\" href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/zbsa.eu\/en\/machine-learning-based-reconstruction-of-palaeolandscapes\/\" class=\"pl-facebook-share social-share-default pl-social-share\" target=\"_blank\"><i class=\"fab fa-facebook-f\" aria-hidden=\"true\"><\/i><\/a><a data-share=\"twitter\" href=\"https:\/\/twitter.com\/share?url=https:\/\/zbsa.eu\/en\/machine-learning-based-reconstruction-of-palaeolandscapes\/\" class=\"pl-twiiter-share social-share-default pl-social-share\" target=\"_blank\"><i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i><\/a><a data-share=\"linkedin\" href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/zbsa.eu\/en\/machine-learning-based-reconstruction-of-palaeolandscapes\/\" class=\"pl-linkedin-share social-share-default pl-social-share\" target=\"_blank\"><i class=\"fab fa-linkedin-in\" aria-hidden=\"true\"><\/i><\/a>","wordExcerpt_info":"<p>Dieses Promotionsprojekt ist Teil des SFB 1266 Subprojekts B1 \u201ePioniere des Nordens: Ver\u00e4nderungen und Transformationen in Nordeuropa auf Grundlage hochaufl\u00f6sender Datens\u00e4tze\u201c und konzentriert sich auf die Rekonstruktion der Pal\u00e4olandschaften Norddeutschlands und des deutschen Nordseesektors im Sp\u00e4tglazial. Durch Klimabedingungen, Wasservorkommen und andere Umweltfaktoren wird unmittelbar bestimmt, welche Nahrungsquellen wann und wo zur Verf\u00fcgung stehen \u2013 ein entscheidender Faktor f\u00fcr die Bewegungen mobiler J\u00e4ger-Sammler-Gesellschaften. Rekonstruktionen der Pal\u00e4olandschaft sind daher wichtige arch\u00e4ologische Proxies und dienen zudem der Suche nach neuen Fundpl\u00e4tzen. Ziel des Projektes ist die Entwicklung von lernf\u00e4higen Algorithmen, welche eine automatisierte Zusammenf\u00fchrung von Daten aus unterschiedlichen Disziplinen in ein hochaufgel\u00f6stes Modell der Landschaft nach der letzten Vereisung erm\u00f6glichen. Eine wichtige Rolle werden hierbei geophysikalische Datens\u00e4tze (GPR, Seismik), aber auch geologische Daten und Pollenanalysen spielen. Die Algorithmen werden unter Verwendung von Testgebieten wie Tyrsted in D\u00e4nemark entwickelt und optimiert, wo ein reicher Schatz an Daten verschiedener Disziplinen aus Phase I des SFB 1266 zur Verf\u00fcgung steht. Anschlie\u00dfend soll die entwickelte Methode auf neue Untersuchungsgebiete angewendet werden, wobei der deutsche Nordseesektor einen wichtigen Fokus darstellen soll.<\/p>\n<p>&nbsp;<\/p>\n<h6>Themenbereiche<\/h6>\n<p>Mensch und Umwelt<\/p>\n<h6>Forschungsschwerpunkte<\/h6>\n<p>SFB 1266, TransformationsDimensionen<\/p>\n<h6>Mitarbeiter<\/h6>\n<p>Stine Detjens<\/p>\n<h6>In Kooperation mit<\/h6>\n<p>Prof. Dr. Wolfgang Rabbel (CAU, Angewandte Geophysik) und Prof. Dr. Matthias Renz (CAU, Arch\u00e4oinformatik)&nbsp;<\/p>\n","comment_info":"No Comments","acf":[],"_links":{"self":[{"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/posts\/6843","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/comments?post=6843"}],"version-history":[{"count":15,"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/posts\/6843\/revisions"}],"predecessor-version":[{"id":7911,"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/posts\/6843\/revisions\/7911"}],"wp:attachment":[{"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/media?parent=6843"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/categories?post=6843"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zbsa.eu\/en\/wp-json\/wp\/v2\/tags?post=6843"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}