{"id":1866,"date":"2024-08-31T17:40:50","date_gmt":"2024-08-31T15:40:50","guid":{"rendered":"https:\/\/cubert-hyperspectral.com\/?p=1866"},"modified":"2026-10-04T18:38:00","modified_gmt":"2026-10-04T16:38:00","slug":"was-ist-hyperspektralbildgebung","status":"publish","type":"post","link":"https:\/\/cubert-hyperspectral.com\/de\/wissen\/was-ist-hyperspektralbildgebung\/","title":{"rendered":"Was ist hyperspektrale Bildgebung?"},"content":{"rendered":"<style>.kadence-column1866_745cf9-d6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column1866_745cf9-d6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column1866_745cf9-d6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column1866_745cf9-d6 > .kt-inside-inner-col{background-color:rgba(0, 0, 0, 0);}.kadence-column1866_745cf9-d6 > .kt-inside-inner-col:before{opacity:0.85;background-color:var(--global-palette7, #EDF2F7);}.kadence-column1866_745cf9-d6{position:relative;}@media all and (max-width: 1024px){.kadence-column1866_745cf9-d6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column1866_745cf9-d6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column1866_745cf9-d6 kb-section-has-overlay\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id1866_94d53e-1b > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id1866_94d53e-1b > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id1866_94d53e-1b > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1490px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-3xl, 6.5rem);padding-bottom:var(--global-kb-spacing-3xl, 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.kt-inside-inner-col{display:flex;}.kadence-column1866_e150da-c4 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column1866_e150da-c4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column1866_e150da-c4 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column1866_e150da-c4{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column1866_e150da-c4{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column1866_e150da-c4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column1866_e150da-c4 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column1866_e150da-c4{z-index:10;position:relative;}.kadence-column1866_e150da-c4, .kt-inside-inner-col > .kadence-column1866_e150da-c4:not(.specificity){margin-right:0px;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column1866_e150da-c4{align-self:center;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column1866_e150da-c4{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column1866_e150da-c4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 1024px){.kadence-column1866_e150da-c4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column1866_e150da-c4{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column1866_e150da-c4{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column1866_e150da-c4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column1866_e150da-c4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column1866_e150da-c4\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedbtn.kb-btns1866_6245a7-1e{padding-bottom:var(--global-kb-spacing-md, 2rem);gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns1866_6245a7-1e .kt-button{font-weight:normal;font-style:normal;}.kt-btns1866_6245a7-1e .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns1866_6245a7-1e .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns1866_6245a7-1e .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns1866_6245a7-1e .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns1866_6245a7-1e .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns1866_6245a7-1e .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns1866_6245a7-1e .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns1866_6245a7-1e\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn1866_0fe938-ba.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn1866_0fe938-ba kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-outline kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn kb-preset--outline\"><span class=\"kt-btn-inner-text\">Science<\/span><\/span>\n\n<style>ul.menu .wp-block-kadence-advancedbtn .kb-btn1866_8d48e9-90.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn1866_8d48e9-90 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-outline kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn kb-preset--outline\"><span class=\"kt-btn-inner-text\">Technology<\/span><\/span><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65, .wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65[data-kb-block=\"kb-adv-heading1866_4af20a-65\"]{padding-top:0px;margin-top:0px;font-size:60px;line-height:68px;font-style:normal;text-shadow:2px 2px 5px rgba(0, 0, 0, 0.2);}.wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65[data-kb-block=\"kb-adv-heading1866_4af20a-65\"] mark.kt-highlight{font-style:normal;color:var(--global-palette8, #F7FAFC);-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65[data-kb-block=\"kb-adv-heading1866_4af20a-65\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65, .wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65[data-kb-block=\"kb-adv-heading1866_4af20a-65\"]{text-shadow:2px 2px 5px rgba(0, 0, 0, 0.2);font-size:40px;line-height:48px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65, .wp-block-kadence-advancedheading.kt-adv-heading1866_4af20a-65[data-kb-block=\"kb-adv-heading1866_4af20a-65\"]{text-shadow:2px 2px 5px rgba(0, 0, 0, 0.2);font-size:30px;line-height:40px;}}<\/style>\n<h1 class=\"kt-adv-heading1866_4af20a-65 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading1866_4af20a-65\">Was ist <mark true=\"true\" class=\"kt-highlight\">Hyperspektrale<\/mark> bildgebung?<\/h1>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading1866_b052c4-f6, .wp-block-kadence-advancedheading.kt-adv-heading1866_b052c4-f6[data-kb-block=\"kb-adv-heading1866_b052c4-f6\"]{max-width:700px;font-size:28px;line-height:36px;font-weight:100;font-style:normal;font-family:Roboto;}.wp-block-kadence-advancedheading.kt-adv-heading1866_b052c4-f6 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1866_b052c4-f6[data-kb-block=\"kb-adv-heading1866_b052c4-f6\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1866_b052c4-f6 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1866_b052c4-f6[data-kb-block=\"kb-adv-heading1866_b052c4-f6\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading1866_b052c4-f6 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading1866_b052c4-f6\">Vorteile der Hyperspektralbildgebung (HSI) gegen\u00fcber RGB- und Multispektralbildgebung<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items1866_e772b7-e1:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items1866_e772b7-e1 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items1866_e772b7-e1 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items1866_e772b7-e1 .kb-svg-icon-wrap{font-size:25px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items1866_e772b7-e1 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:15px;}.kt-svg-icon-list-items1866_e772b7-e1 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap, .kt-svg-icon-list-items1866_e772b7-e1 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap a{font-size:18px;line-height:30px;letter-spacing:0.5px;}.kt-svg-icon-list-items1866_e772b7-e1 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items1866_e772b7-e1 .wp-block-kadence-listitem a{text-decoration:underline;}.wp-block-kadence-iconlist.kt-svg-icon-list-items1866_e772b7-e1 ul.kt-svg-icon-list .wp-block-kadence-listitem a{color:var(--global-palette8, #F7FAFC);}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items1866_e772b7-e1 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-1866_7bdb32-32 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-1866_7bdb32-32\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-9483 kt-svg-icon-list-single\"><svg viewBox=\"0 0 30 24\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><defs ><style \/><\/defs><path class=\"st0\" d=\"M26,0H4C1.8,0,0,1.8,0,4v16c0,2.2,1.8,4,4,4h22c2.2,0,4-1.8,4-4V4c0-2.2-1.8-4-4-4ZM10,10c0-2.7,2.3-5,5-5s5,2.2,5,5-2.3,5-5,5-5-2.2-5-5ZM15,17c4.1,0,7.6,2.1,8.6,5H6.3c1.1-2.9,4.6-5,8.6-5ZM28,20c0,1.1-.9,2-2,2h-.3c-.8-2.9-3.3-5.3-6.7-6.4,1.8-1.3,3-3.3,3-5.7,0-3.8-3.2-7-7-7s-7,3.1-7,7,1.2,4.4,3,5.7c-3.3,1.1-5.9,3.4-6.7,6.4h-.2c-1.1,0-2-.9-2-2V4c0-1.1.9-2,2-2h22c1.1,0,2,.9,2,2v16Z\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Autor: <a href=\"#author\" title=\"\">Dr. Matthias Locherer<\/a><\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-1866_2e14d7-7a .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-1866_2e14d7-7a\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-9484 kt-svg-icon-list-single\"><svg viewBox=\"0 0 30 24\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><defs ><style \/><\/defs><path class=\"st0\" d=\"M26,24H4c-2.2,0-4-1.8-4-4V4C0,1.8,1.8,0,4,0h22c2.2,0,4,1.8,4,4v16c0,2.2-1.8,4-4,4ZM4,2c-1.1,0-2,.9-2,2v16c0,1.1.9,2,2,2h22c1.1,0,2-.9,2-2V4c0-1.1-.9-2-2-2H4Z\"\/><polygon class=\"st0\" points=\"15.4 13 8 13 8 11 14.6 11 18.3 7.3 19.7 8.7 15.4 13\"\/><rect class=\"st0\" x=\"14\" y=\"3\" width=\"2\" height=\"3\"\/><rect class=\"st0\" x=\"14\" y=\"18\" width=\"2\" height=\"3\"\/><rect class=\"st0\" x=\"3\" y=\"11\" width=\"3\" height=\"2\"\/><rect class=\"st0\" x=\"24\" y=\"11\" width=\"3\" height=\"2\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Zuletzt aktualisiert: 4. Oktober 2026<\/span><\/li>\n<\/ul><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n<style>.kadence-column1866_8efa87-8c > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-3xl, 6.5rem);}.kadence-column1866_8efa87-8c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column1866_8efa87-8c > .kt-inside-inner-col{flex-direction:column;}.kadence-column1866_8efa87-8c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column1866_8efa87-8c > .kt-inside-inner-col:before{opacity:0.9;background-color:var(--global-palette9, #ffffff);}.kadence-column1866_8efa87-8c, .kadence-column1866_8efa87-8c h1, .kadence-column1866_8efa87-8c h2, .kadence-column1866_8efa87-8c h3, .kadence-column1866_8efa87-8c h4, .kadence-column1866_8efa87-8c h5, .kadence-column1866_8efa87-8c h6{color:var(--global-palette4, #2D3748);}.kadence-column1866_8efa87-8c a{color:var(--global-palette4, #2D3748);}.kadence-column1866_8efa87-8c a:hover{color:var(--global-palette3, #1A202C);}.kadence-column1866_8efa87-8c{position:relative;}@media all and (max-width: 1024px){.kadence-column1866_8efa87-8c > .kt-inside-inner-col{padding-top:0px;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column1866_8efa87-8c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column1866_8efa87-8c kb-section-has-overlay\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id1866_7f41df-c3 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id1866_7f41df-c3 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id1866_7f41df-c3 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1490px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-sm, 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1rem);}.kadence-column1866_2aabe0-b9 > .kt-inside-inner-col{flex-direction:column;}.kadence-column1866_2aabe0-b9 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column1866_2aabe0-b9 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column1866_2aabe0-b9{position:relative;}@media all and (max-width: 1024px){.kadence-column1866_2aabe0-b9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column1866_2aabe0-b9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column1866_2aabe0-b9 kb-section-is-sticky\"><div class=\"kt-inside-inner-col\"><style>.kb-table-of-content-nav.kb-table-of-content-id11687_25a3fb-1f .kb-table-of-content-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id11687_25a3fb-1f 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.kb-table-of-contents__entry{color:#be2800;}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id11687_25a3fb-1f .kb-table-of-contents-title{font-size:20px;}}<\/style><\/div><\/div>\n\n\n<style>.kadence-column1866_a08a10-ad > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column1866_a08a10-ad > .kt-inside-inner-col{flex-direction:column;}.kadence-column1866_a08a10-ad > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column1866_a08a10-ad > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column1866_a08a10-ad a{color:#e64600;}.kadence-column1866_a08a10-ad a:hover{color:var(--global-palette13, #3182CE);}.kadence-column1866_a08a10-ad{position:relative;}.kadence-column1866_a08a10-ad, .kt-inside-inner-col > .kadence-column1866_a08a10-ad:not(.specificity){margin-top:-7px;}@media all and (max-width: 1024px){.kadence-column1866_a08a10-ad > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column1866_a08a10-ad > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column1866_a08a10-ad\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a, .wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a[data-kb-block=\"kb-adv-heading1866_c2e570-0a\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a[data-kb-block=\"kb-adv-heading1866_c2e570-0a\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a[data-kb-block=\"kb-adv-heading1866_c2e570-0a\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a, .wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a[data-kb-block=\"kb-adv-heading1866_c2e570-0a\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a, .wp-block-kadence-advancedheading.kt-adv-heading1866_c2e570-0a[data-kb-block=\"kb-adv-heading1866_c2e570-0a\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading1866_c2e570-0a H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading1866_c2e570-0a\">Grundlagen der Hyperspektralbildgebung<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Spektroskopie ist die Untersuchung der Wechselwirkung von Materie mit elektromagnetischer Strahlung in Abh\u00e4ngigkeit von der Frequenz der Strahlung. Unterschiedliche Materialien absorbieren oder reflektieren diese Strahlung aufgrund ihrer chemischen und physikalischen Eigenschaften und erzeugen so eine einzigartige spektrale Signatur. Da jedes Material eine unterschiedliche spektrale Signatur aufweist, k\u00f6nnen diese Daten nicht nur spezifische Materialien voneinander trennen (qualitative Spektroskopie), sondern auch quantitative Aussagen \u00fcber das analysierte Objekt erm\u00f6glichen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Spektrometer waren urspr\u00fcnglich eindimensionale Punktsensoren, aber durch j\u00fcngste Entwicklungen, hat sich die Spektroskopie von einem Punkt zu einem Pixel erweitert, was die spektrale Bildgebung erm\u00f6glicht, und uns erlaubt, die r\u00e4umliche Verteilung chemischer Komponenten, Materialien oder Mengenunterschiede zu untersuchen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bildgebung ist die Methode, mit der die Form eines Objekts reproduziert wird. In der spektralen Bildgebung wird diese Methode verwendet, um mithilfe mehrerer Kan\u00e4le \u00fcber das elektromagnetische Spektrum hinweg ein Bild aus der gleichzeitigen Messung von Spektren und r\u00e4umlichen Informationen zu erstellen. Die spektralen Kan\u00e4le, die zur Erstellung der Bilder verwendet werden, k\u00f6nnen entweder diskret oder kontinuierlich sein. Die Verwendung diskreter Kan\u00e4le zur Bilderstellung wird als multispektrale Bildgebung bezeichnet; die Verwendung kontinuierlicher Kan\u00e4le wird als hyperspektrale Bildgebung oder einfach als spektrale Bildgebung bezeichnet und erzeugt ein Bild mit sehr hoher spektraler Aufl\u00f6sung.<\/p>\n\n\n<style>.kb-image1866_ddede1-b4 .kb-image-has-overlay:after{opacity:0.3;}.kb-image1866_ddede1-b4 img.kb-img, .kb-image1866_ddede1-b4 .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<figure class=\"wp-block-kadence-image kb-image1866_ddede1-b4 size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/cubert-hyperspectral-infografik-05.jpg\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"433\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/cubert-hyperspectral-infografik-05.jpg\" alt=\"Cubert Hyperspectral Infografik 05\" class=\"kb-img wp-image-1868\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/cubert-hyperspectral-infografik-05.jpg 768w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/cubert-hyperspectral-infografik-05-300x169.jpg 300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><figcaption><em>Vergleich von multispektraler Bildgebung (links) und hyperspektraler Bildgebung (rechts). Multispektrale Bildgebung erfasst eine begrenzte Anzahl diskreter Wellenl\u00e4ngen, w\u00e4hrend die hyperspektrale Bildgebung ein kontinuierliches Spektrum erfasst.<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Hyperspektrale Bildgebung, auch bekannt als Imaging-Spektroskopie,<\/strong>&nbsp;erfasst gleichzeitig Bilder in einer hohen Anzahl von Spektralkan\u00e4len, sodass f\u00fcr jedes Pixel des resultierenden Bildes ein kontinuierliches Reflexionsspektrum abgeleitet werden kann. Die Ergebnisse dieser Messungen werden in spektralen Datenw\u00fcrfeln gesammelt und dienen als Eingaben f\u00fcr Datenverarbeitung, Modellierung oder maschinelle Lernalgorithmen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Traditionell lag der Fokus der hyperspektralen Bildgebung allein auf der Anzahl der Spektralkan\u00e4le, die f\u00fcr die Datenanalyse zur Verf\u00fcgung stehen. Heute werden jedoch weitaus mehr Anforderungen an hyperspektrale Bildgebungssysteme gestellt, darunter Portabilit\u00e4t, Flexibilit\u00e4t, Echtzeitzugriff auf Daten und Analysen sowie Videospektroskopie. Diese Merkmale pr\u00e4gen die aktuellen Treiber der Imaging-Spektroskopie. Unsere Mission bei Cubert ist es, diese technischen Eigenschaften in ein erfolgreiches Benutzererlebnis umzuwandeln und spektrale Produkte zu entmystifizieren.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d, .wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d[data-kb-block=\"kb-adv-heading1866_0879cb-8d\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d[data-kb-block=\"kb-adv-heading1866_0879cb-8d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d[data-kb-block=\"kb-adv-heading1866_0879cb-8d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d, .wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d[data-kb-block=\"kb-adv-heading1866_0879cb-8d\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d, .wp-block-kadence-advancedheading.kt-adv-heading1866_0879cb-8d[data-kb-block=\"kb-adv-heading1866_0879cb-8d\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading1866_0879cb-8d H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading1866_0879cb-8d\">Hyperspektraler Vorteil \u2013 Wenn Qualit\u00e4t der treibende Faktor ist<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Seit den 1980er Jahren hat die hyperspektrale Bildgebung die Entwicklung einer Vielzahl von Schmalbandindizes und Methoden zur Anpassung spektraler Merkmale erm\u00f6glicht, die zur Bestimmung verschiedener Eigenschaften verwendet werden. Diese Indizes erm\u00f6glichen die Gewinnung spezifischer Informationen, wie z.&nbsp;B. Vitalit\u00e4tsstatus, Chlorophyllgehalt, Wassergehalt, Trockenmasse oder Blattfl\u00e4chenindex\u2014um nur einige der f\u00fcr die Landwirtschaft oder Forstwirtschaft wertvollen Parameter zu nennen. Die meisten dieser Indizes basieren auf Studien zu spezifischen Problemen und verwenden daher eine breite Palette verschiedener Wellenl\u00e4ngen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Eine hyperspektrale Kamera kann jedoch mehrere Analysen gleichzeitig durchf\u00fchren, anstatt sich wie multispektrale Kameras auf einen Index, wie z.B. NDVI, zu konzentrieren. Diese F\u00e4higkeit erm\u00f6glicht es unseren Kunden, eine Vielzahl von Anwendungen mit derselben Kamera durchzuf\u00fchren.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Heute k\u00f6nnen maschinelle Lernalgorithmen mit hyperspektralen oder multispektralen Datens\u00e4tzen trainiert werden. Diese Algorithmen sind darauf ausgelegt, die spezifischen Unterschiede in den spektralen Signaturen verschiedener Materialien zu finden. Da hyperspektrale Datens\u00e4tze weitaus detailliertere spektrale Informationen bieten, profitieren maschinelle Lernalgorithmen erheblich von diesen Datens\u00e4tzen, was zu einer deutlich erh\u00f6hten Spezifit\u00e4t des Klassifikators f\u00fchrt.<\/p>\n\n\n<style>.kb-image1866_98d063-62 .kb-image-has-overlay:after{opacity:0.3;}.kb-image1866_98d063-62 img.kb-img, .kb-image1866_98d063-62 .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<figure class=\"wp-block-kadence-image kb-image1866_98d063-62 size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/multispectral-imaging-vs-hyperspectral-imaging-classification.jpg\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"679\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/multispectral-imaging-vs-hyperspectral-imaging-classification.jpg\" alt=\"Analyse Von Daten Mit Einer Hyperspektralkamera Der Firma Cubert\" class=\"kb-img wp-image-1870\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/multispectral-imaging-vs-hyperspectral-imaging-classification.jpg 768w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/multispectral-imaging-vs-hyperspectral-imaging-classification-300x265.jpg 300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><figcaption><em>Spezifit\u00e4t eines Klassifikationsalgorithmus: Vergleich zwischen 12-Kanal-Multispektralbildgebung (links) und 120-Kanal-Hyperspektralbildgebung (rechts).<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Die f\u00fcr jede Klassifikation angegebene Kreuzkorrelationsmatrix, zeigt einen maximalen Fehler von 33 % f\u00fcr die multispektrale Bildgebung, w\u00e4hrend die hyperspektrale Bildgebung einen maximalen Fehler von 4,3 % aufweist. Cubert ist der einzige Anbieter weltweit, der hyperspektrale Videospektrometer liefert, die vollst\u00e4ndige Datenw\u00fcrfel kontinuierlicher Spektren in weniger als einer Millisekunde erfassen.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18, .wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18[data-kb-block=\"kb-adv-heading1866_2eddf1-18\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18[data-kb-block=\"kb-adv-heading1866_2eddf1-18\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18[data-kb-block=\"kb-adv-heading1866_2eddf1-18\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18, .wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18[data-kb-block=\"kb-adv-heading1866_2eddf1-18\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18, .wp-block-kadence-advancedheading.kt-adv-heading1866_2eddf1-18[data-kb-block=\"kb-adv-heading1866_2eddf1-18\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading1866_2eddf1-18 H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading1866_2eddf1-18\">Wenn Kosten der treibende Faktor sind<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hyperspektrale Bildgebung ist mittlerweile ein unverzichtbares Werkzeug f\u00fcr eine wachsende Anzahl von Anwendungen sowie f\u00fcr Forschung und Entwicklung. Eine Vielzahl von Anwendungen profitiert von der erh\u00f6hten Spezifit\u00e4t der Wellenl\u00e4ngendiskriminierung der Bildgebungssysteme und der gro\u00dfen Anzahl m\u00f6glicher Anwendungen, die nur ein einziges Ger\u00e4t abdecken kann. Handels\u00fcbliche hyperspektrale Bildgebungsger\u00e4te bieten eine sehr kosteneffiziente L\u00f6sung f\u00fcr jede Anwendung, bei der nur eine geringe Anzahl von Kameras ben\u00f6tigt wird. Aber gibt es eine kosteng\u00fcnstigere L\u00f6sung, wenn die Anwendung Dutzende oder Hunderte von Kameras erfordert?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die \u00fcbliche Antwort auf dieses Problem ist der Einsatz handels\u00fcblicher multispektraler Bildgebungskameras aufgrund ihrer geringeren Kosten. Aber wir sind \u00fcberzeugt, dass diese Antwort falsch ist. Handels\u00fcbliche multispektrale Bildgeber bieten entweder nicht die erforderliche spektrale Aufl\u00f6sung oder haben verf\u00fcgbare Kan\u00e4le bei der falschen Wellenl\u00e4nge. Ebenso sind die Toleranzen der spektralen Mittelposition aufgrund des komplizierten Herstellungsprozesses zu hoch, um eine reibungslose Integration einer gro\u00dfen Anzahl von Kameras in eine L\u00f6sung zu gew\u00e4hrleisten.<\/p>\n\n\n<style>.kb-image1866_b16a8f-1b .kb-image-has-overlay:after{opacity:0.3;}.kb-image1866_b16a8f-1b img.kb-img, .kb-image1866_b16a8f-1b .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<figure class=\"wp-block-kadence-image kb-image1866_b16a8f-1b size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/cubert-hyperspectral-infografik-04.jpg\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"433\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/cubert-hyperspectral-infografik-04.jpg\" alt=\"Spektraldiagramm Einer Hyperspektralkamera Der Firma Cubert\" class=\"kb-img wp-image-1872\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/cubert-hyperspectral-infografik-04.jpg 768w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/cubert-hyperspectral-infografik-04-300x169.jpg 300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><figcaption><em>Kanalempfindlichkeit eines multispektralen Bildgebungssystems. Diese Kan\u00e4le k\u00f6nnen den spektralen Unterschied zwischen oxygeniertem und deoxygeniertem Blut nicht unterscheiden, was mit einer hyperspektralen Kamera eine einfache Aufgabe ist (siehe spektralen Vergleich rechts).<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Mit der Lichtfeld-Hyperspektralbildgebung ist es jedoch m\u00f6glich, die genaue Position der kritischen Kan\u00e4le zu bestimmen und sie in einem angepassten System bereitzustellen, das den Anforderungen an Preis, r\u00e4umlicher und spektraler Aufl\u00f6sung entspricht.<\/p>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n<style>.kb-row-layout-id5079_f6ee9c-c6 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id5079_f6ee9c-c6 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id5079_f6ee9c-c6 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1490px 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mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading5079_4cf3aa-54 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading5079_4cf3aa-54[data-kb-block=\"kb-adv-heading5079_4cf3aa-54\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading5079_4cf3aa-54, .wp-block-kadence-advancedheading.kt-adv-heading5079_4cf3aa-54[data-kb-block=\"kb-adv-heading5079_4cf3aa-54\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading5079_4cf3aa-54, .wp-block-kadence-advancedheading.kt-adv-heading5079_4cf3aa-54[data-kb-block=\"kb-adv-heading5079_4cf3aa-54\"]{font-size:24px;}}<\/style>\n<p class=\"kt-adv-heading5079_4cf3aa-54 wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading5079_4cf3aa-54\"><strong>\u00dcber den Autor<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dr. Matthias Locherer ist seit 2017 Director Global Market Development bei Cubert GmbH. Mit einem PhD in Erdbeobachtung von der Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen bringt er umfangreiche Expertise in der Fernerkundung, spektraler Bildgebung und Datenanalyse mit. Matthias hat an verschiedenen Forschungsprojekten und Publikationen mitgewirkt, insbesondere im Bereich der hyperspektralen \u00dcberwachung biophysikalischer und biochemischer Parameter mit hyperspektralen Satellitenmissionen. Seine fundierten Kenntnisse in optischer Messtechnik und physikalischer Modellierung machen ihn zu einem wichtigen Treiber f\u00fcr die Weiterentwicklung innovativer hyperspektraler Technologien bei Cubert.<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns5079_75c033-21{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns5079_75c033-21 .kt-button{font-weight:normal;font-style:normal;}.kt-btns5079_75c033-21 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns5079_75c033-21 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns5079_75c033-21 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns5079_75c033-21 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns5079_75c033-21 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns5079_75c033-21 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns5079_75c033-21 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns5079_75c033-21\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn5079_720cc0-18.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn5079_720cc0-18.kb-button{color:var(--global-palette10, #3182CE);background:var(--global-palette1, #3182CE);padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:5px;padding-right:5px;padding-bottom:5px;padding-left:5px;box-shadow:none;}.kb-btn5079_720cc0-18.kb-button .kb-svg-icon-wrap{font-size:30px;--kb-button-icon-size:30px;}.wp-block-kadence-advancedbtn .kb-btn5079_720cc0-18.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn5079_720cc0-18.kb-button:focus{color:var(--global-palette10, #3182CE);background:var(--global-palette13, #3182CE);box-shadow:var(--kb-btn-shadow-hover, none);}.kb-btn5079_720cc0-18.kb-button .kt-btn-inner-text{display:none;}<\/style><a class=\"kb-button kt-button button kb-btn5079_720cc0-18 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-false kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/www.linkedin.com\/in\/matthias-locherer-b6a103136\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fa_linkedin-in kt-btn-icon-side-right\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M100.3 480H7.4V180.9h92.9V480zM53.8 140.1C24.1 140.1 0 115.5 0 85.8 0 56.1 24.1 32 53.8 32c29.7 0 53.8 24.1 53.8 53.8 0 29.7-24.1 54.3-53.8 54.3zM448 480h-92.7V334.4c0-34.7-.7-79.2-48.3-79.2-48.3 0-55.7 37.7-55.7 76.7V480h-92.8V180.9h89.1v40.8h1.3c12.4-23.5 42.7-48.3 87.9-48.3 94 0 111.3 61.9 111.3 142.3V480z\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Vorteile der Hyperspektralbildgebung (HSI) gegen\u00fcber RGB- und Multispektralbildgebung<\/p>\n","protected":false},"author":1,"featured_media":1870,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"bBlocksCursorData":"","_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","slim_seo":{"title":"Hyperspektralbildgebung \u2013 Deine Einf\u00fchrung in die Technik","description":"Lerne die Grundlagen der Hyperspektralbildgebung kennen und finde heraus, warum sie so vielseitig einsetzbar ist."},"_slim_seo_primary_term_category":10,"_slim_seo_primary_term_post_tag":0,"footnotes":""},"categories":[10,11],"tags":[],"hf_cat_post":[],"class_list":["post-1866","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technologie","category-wissenschaft"],"taxonomy_info":{"category":[{"value":10,"label":"Technologie"},{"value":11,"label":"Wissenschaft"}]},"featured_image_src_large":["https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/08\/multispectral-imaging-vs-hyperspectral-imaging-classification.jpg",768,679,false],"author_info":{"display_name":"Lisa 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