{"id":8711,"date":"2026-03-12T23:16:30","date_gmt":"2026-03-12T22:16:30","guid":{"rendered":"https:\/\/cubert-hyperspectral.com\/?p=8711"},"modified":"2026-10-16T12:08:48","modified_gmt":"2026-10-16T10:08:48","slug":"hyperspektrale-bildgebung-zur-automatisierten-qualitaetskontrolle-von-futterinsekten","status":"publish","type":"post","link":"https:\/\/cubert-hyperspectral.com\/de\/wissen\/hyperspektrale-bildgebung-zur-automatisierten-qualitaetskontrolle-von-futterinsekten\/","title":{"rendered":"Hyperspektrale Bildgebung zur automatisierten Qualit\u00e4tskontrolle von Futterinsekten"},"content":{"rendered":"<style>.kadence-column8711_0cef04-6a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8711_0cef04-6a > .kt-inside-inner-col{flex-direction:column;}.kadence-column8711_0cef04-6a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8711_0cef04-6a > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);}.kadence-column8711_0cef04-6a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8711_0cef04-6a{position:relative;}@media all and (max-width: 1024px){.kadence-column8711_0cef04-6a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8711_0cef04-6a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8711_0cef04-6a\"><div class=\"kt-inside-inner-col\"><style>.kadence-column8711_9546ea-3d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8711_9546ea-3d > .kt-inside-inner-col{flex-direction:column;}.kadence-column8711_9546ea-3d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8711_9546ea-3d > .kt-inside-inner-col{background-color:rgba(0, 0, 0, 0);}.kadence-column8711_9546ea-3d > .kt-inside-inner-col:before{opacity:0.85;background-color:var(--global-palette7, #EDF2F7);}.kadence-column8711_9546ea-3d{position:relative;}@media all and (max-width: 1024px){.kadence-column8711_9546ea-3d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8711_9546ea-3d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8711_9546ea-3d kb-section-has-overlay\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id8711_18a97a-36 > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id8711_18a97a-36 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id8711_18a97a-36 > .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, 6.5rem);min-height:80vh;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id8711_18a97a-36{background-color:rgba(0,0,0,0);}.kb-row-layout-id8711_18a97a-36 > .kt-row-layout-overlay{opacity:0.60;}@media all and (max-width: 1024px){.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id8711_18a97a-36{margin-top:var(--global-kb-spacing-4xl, 8rem);}}@media all and (max-width: 1024px){.kb-row-layout-id8711_18a97a-36 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id8711_18a97a-36 > .kt-row-column-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8711_18a97a-36 alignfull kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-middle kt-inner-column-height-full kb-theme-content-width\">\n<style>.kadence-column8711_a1c504-be > .kt-inside-inner-col{display:flex;}.kadence-column8711_a1c504-be > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8711_a1c504-be > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column8711_a1c504-be > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column8711_a1c504-be{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column8711_a1c504-be{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column8711_a1c504-be > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column8711_a1c504-be > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8711_a1c504-be{z-index:10;position:relative;}.kadence-column8711_a1c504-be, .kt-inside-inner-col > .kadence-column8711_a1c504-be:not(.specificity){margin-right:0px;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column8711_a1c504-be{align-self:center;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column8711_a1c504-be{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column8711_a1c504-be > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 1024px){.kadence-column8711_a1c504-be > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column8711_a1c504-be{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column8711_a1c504-be{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column8711_a1c504-be > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column8711_a1c504-be > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8711_a1c504-be\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedbtn.kb-btns8711_2b6ccc-ca{padding-bottom:var(--global-kb-spacing-md, 2rem);gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns8711_2b6ccc-ca .kt-button{font-weight:normal;font-style:normal;}.kt-btns8711_2b6ccc-ca .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns8711_2b6ccc-ca .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns8711_2b6ccc-ca .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns8711_2b6ccc-ca .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns8711_2b6ccc-ca .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns8711_2b6ccc-ca .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns8711_2b6ccc-ca .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns8711_2b6ccc-ca\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn8711_640874-eb.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn8711_640874-eb 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-btn8711_6dc2b5-7d.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn8711_6dc2b5-7d 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-heading8711_20a16e-f6, .wp-block-kadence-advancedheading.kt-adv-heading8711_20a16e-f6[data-kb-block=\"kb-adv-heading8711_20a16e-f6\"]{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-heading8711_20a16e-f6 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading8711_20a16e-f6[data-kb-block=\"kb-adv-heading8711_20a16e-f6\"] 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-heading8711_20a16e-f6 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading8711_20a16e-f6[data-kb-block=\"kb-adv-heading8711_20a16e-f6\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading8711_20a16e-f6, .wp-block-kadence-advancedheading.kt-adv-heading8711_20a16e-f6[data-kb-block=\"kb-adv-heading8711_20a16e-f6\"]{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-heading8711_20a16e-f6, .wp-block-kadence-advancedheading.kt-adv-heading8711_20a16e-f6[data-kb-block=\"kb-adv-heading8711_20a16e-f6\"]{text-shadow:2px 2px 5px rgba(0, 0, 0, 0.2);font-size:30px;line-height:40px;}}<\/style>\n<h1 class=\"kt-adv-heading8711_20a16e-f6 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading8711_20a16e-f6\">Hyperspektrale Bildgebung zur automatisierten <mark true=\"true\" class=\"kt-highlight\">Qualit\u00e4tskontrolle<\/mark> von Futterinsekten<\/h1>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading8711_0d5397-e0, .wp-block-kadence-advancedheading.kt-adv-heading8711_0d5397-e0[data-kb-block=\"kb-adv-heading8711_0d5397-e0\"]{max-width:700px;font-size:28px;line-height:36px;font-weight:100;font-style:normal;font-family:Roboto;}.wp-block-kadence-advancedheading.kt-adv-heading8711_0d5397-e0 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading8711_0d5397-e0[data-kb-block=\"kb-adv-heading8711_0d5397-e0\"] 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-heading8711_0d5397-e0 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading8711_0d5397-e0[data-kb-block=\"kb-adv-heading8711_0d5397-e0\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading8711_0d5397-e0 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading8711_0d5397-e0\">Die Zukunft der Ern\u00e4hrung krabbelt: Insekten als nachhaltige Proteinquelle.<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items8711_0a51a9-44:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items8711_0a51a9-44 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-items8711_0a51a9-44 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items8711_0a51a9-44 .kb-svg-icon-wrap{font-size:25px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items8711_0a51a9-44 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:15px;}.kt-svg-icon-list-items8711_0a51a9-44 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap, .kt-svg-icon-list-items8711_0a51a9-44 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-items8711_0a51a9-44 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-items8711_0a51a9-44 .wp-block-kadence-listitem a{text-decoration:underline;}.wp-block-kadence-iconlist.kt-svg-icon-list-items8711_0a51a9-44 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-items8711_0a51a9-44 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-8711_6a914b-0c .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-8711_6a914b-0c\"><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. <\/a><a data-type=\"internal\" data-id=\"#autor\" href=\"#author\">Viktoriya Tsyganskaya<\/a><\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-8711_5779a8-6f .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-8711_5779a8-6f\"><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: 16. Oktober 2026<\/span><\/li>\n<\/ul><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n<style>.kadence-column8711_9ee6fa-55 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-3xl, 6.5rem);}.kadence-column8711_9ee6fa-55 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8711_9ee6fa-55 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8711_9ee6fa-55 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8711_9ee6fa-55 > .kt-inside-inner-col:before{opacity:0.9;background-color:var(--global-palette9, #ffffff);}.kadence-column8711_9ee6fa-55, .kadence-column8711_9ee6fa-55 h1, .kadence-column8711_9ee6fa-55 h2, .kadence-column8711_9ee6fa-55 h3, .kadence-column8711_9ee6fa-55 h4, .kadence-column8711_9ee6fa-55 h5, .kadence-column8711_9ee6fa-55 h6{color:var(--global-palette4, #2D3748);}.kadence-column8711_9ee6fa-55 a{color:var(--global-palette4, #2D3748);}.kadence-column8711_9ee6fa-55 a:hover{color:var(--global-palette3, #1A202C);}.kadence-column8711_9ee6fa-55{position:relative;}@media all and (max-width: 1024px){.kadence-column8711_9ee6fa-55 > .kt-inside-inner-col{padding-top:0px;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8711_9ee6fa-55 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8711_9ee6fa-55 kb-section-has-overlay\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id8711_28e8e2-ac > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8711_28e8e2-ac > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8711_28e8e2-ac > .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, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr) minmax(0, 2fr);}.kb-row-layout-id8711_28e8e2-ac > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8711_28e8e2-ac > .kt-row-column-wrap{row-gap:var(--global-kb-gap-lg, 4rem);padding-top:var(--global-kb-spacing-xl, 4rem);grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id8711_28e8e2-ac > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8711_28e8e2-ac alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-right-golden kt-tab-layout-row kt-mobile-layout-row kt-row-valign-top kb-theme-content-width\">\n<style>#wrapper.site{overflow:clip;}.kadence-column8711_1cbb08-1b{--kb-section-setting-offset:150px;}.kadence-column8711_1cbb08-1b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8711_1cbb08-1b > .kt-inside-inner-col{flex-direction:column;}.kadence-column8711_1cbb08-1b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8711_1cbb08-1b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8711_1cbb08-1b{position:relative;}@media all and (max-width: 1024px){.kadence-column8711_1cbb08-1b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8711_1cbb08-1b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8711_1cbb08-1b 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 .kb-table-of-contents-title-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 .kb-table-of-contents-title{font-size:28px;line-height:36px;letter-spacing:2px;font-family:'GC Nordix Wide';font-weight:300;font-style:normal;text-transform:uppercase;}.kb-table-of-content-nav.kb-table-of-content-id11687_25a3fb-1f .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette4, #2D3748);font-size:18px;line-height:26px;font-family:'Roboto Mono';font-weight:400;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id11687_25a3fb-1f .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette1, #3182CE);}.kb-table-of-content-nav.kb-table-of-content-id11687_25a3fb-1f .kb-table-of-content-wrap .kb-table-of-content-list .active > .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-column8711_cfa1c0-5b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8711_cfa1c0-5b > .kt-inside-inner-col{flex-direction:column;}.kadence-column8711_cfa1c0-5b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8711_cfa1c0-5b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8711_cfa1c0-5b a{color:#e64600;}.kadence-column8711_cfa1c0-5b a:hover{color:var(--global-palette13, #3182CE);}.kadence-column8711_cfa1c0-5b{position:relative;}.kadence-column8711_cfa1c0-5b, .kt-inside-inner-col > .kadence-column8711_cfa1c0-5b:not(.specificity){margin-top:-7px;}@media all and (max-width: 1024px){.kadence-column8711_cfa1c0-5b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8711_cfa1c0-5b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8711_cfa1c0-5b\"><div class=\"kt-inside-inner-col\">\n<p class=\"wp-block-paragraph\">In einer Zeit, in der die Nachhaltigkeit von Tierern\u00e4hrung zunehmend in den Fokus r\u00fcckt, bietet die Einf\u00fchrung von Insekten als alternative Futtermittelquelle eine L\u00f6sung f\u00fcr den steigenden Bedarf an Futtermitteln. Die Zulassung von Insekten als Futtermittel f\u00fcr Nutztiere in Europa er\u00f6ffnet einen profitablen Markt und unterstreicht gleichzeitig die M\u00f6glichkeit und Notwendigkeit, effektive und automatisierte Qualit\u00e4tskontrollverfahren f\u00fcr diese Futtermittel zu entwickeln. Insekten sind eine wichtige Proteinquelle \u2013 insbesondere angesichts der wachsenden Weltbev\u00f6lkerung und der damit verbundenen steigenden Lebensmittelproduktion. Die hyperspektrale Bildgebung erweist sich dabei als eine Schl\u00fcsseltechnologie, da sie die fr\u00fchzeitige Erkennung von Krankheiten, die genaue Identifizierung von Wachstumsphasen sowie die Bestimmung optimaler Erntezeitpunkte erm\u00f6glicht.<\/p>\n\n\n<style>.kb-image8711_a96aea-20 .kb-image-has-overlay:after{opacity:0.3;}.kb-image8711_a96aea-20 img.kb-img, .kb-image8711_a96aea-20 .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<figure class=\"wp-block-kadence-image kb-image8711_a96aea-20 size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild1.jpg\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"524\" height=\"349\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild1.jpg\" alt=\"Bild1\" class=\"kb-img wp-image-8698\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild1.jpg 524w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild1-300x200.jpg 300w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild1-1200x800.jpg 1200w\" sizes=\"auto, (max-width: 524px) 100vw, 524px\" \/><\/a><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36, .wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36[data-kb-block=\"kb-adv-heading8711_334539-36\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36[data-kb-block=\"kb-adv-heading8711_334539-36\"] 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-heading8711_334539-36 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36[data-kb-block=\"kb-adv-heading8711_334539-36\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36, .wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36[data-kb-block=\"kb-adv-heading8711_334539-36\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36, .wp-block-kadence-advancedheading.kt-adv-heading8711_334539-36[data-kb-block=\"kb-adv-heading8711_334539-36\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading8711_334539-36 H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading8711_334539-36\">Chancen und Herausforderungen der hyperspektralen Technologie f\u00fcr die Insektenwelt<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Derzeit werden manuelle und arbeitsintensive Methoden eingesetzt, um relevante Parameter f\u00fcr den Gesundheitszustand von Insekten oder ihre Erntephasen zu \u00fcberpr\u00fcfen. Dies verdeutlicht den Bedarf an effektiven und automatisierten Ans\u00e4tzen in diesen Bereichen \u2013 insbesondere bereits in fr\u00fchen Entwicklungsstadien und bei gr\u00f6\u00dferen Produktionsmengen bzw. Farmen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Diese Erkenntnisse sollen nicht nur den Einsatz von Insekten als Proteinquelle in der Tierern\u00e4hrung sichern, sondern auch einen ersten Schritt darstellen, um zu bestimmen, ob Insektenproteinmehl durch automatisierte Prozesse in gro\u00dfen Mengen hergestellt werden kann. Erste Experimente mit Mehlw\u00fcrmern wurden mit der hyperspektralen Kamera <strong>ULTRIS X20<\/strong> durchgef\u00fchrt, um die Machbarkeit zu demonstrieren, relevante Parameter zu unterscheiden und so eine hohe Qualit\u00e4t sowie eine schnelle Produktion sicherzustellen.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de, .wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de[data-kb-block=\"kb-adv-heading8711_dbdb22-de\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de[data-kb-block=\"kb-adv-heading8711_dbdb22-de\"] 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-heading8711_dbdb22-de img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de[data-kb-block=\"kb-adv-heading8711_dbdb22-de\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de, .wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de[data-kb-block=\"kb-adv-heading8711_dbdb22-de\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de, .wp-block-kadence-advancedheading.kt-adv-heading8711_dbdb22-de[data-kb-block=\"kb-adv-heading8711_dbdb22-de\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading8711_dbdb22-de H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading8711_dbdb22-de\">Puppenstadien \u2013 Analyse spektraler Informationen<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Zur Identifizierung und Differenzierung der relevanten Puppenstadien definierten Experten drei unterschiedliche Stadien (Schlupfstadium, mittleres Stadium, Anfangsstadium) und w\u00e4hlten f\u00fcr jede Gruppe repr\u00e4sentative Puppen aus.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die Messungen dieser Puppenstadien wurden mit der <strong>ULTRIS X20<\/strong> durchgef\u00fchrt. Die aus mehreren Messungen gewonnenen spektralen Informationen zeigen, dass die einzelnen Puppenstadien unterschiedliche spektrale Verhaltensweisen aufweisen und somit grunds\u00e4tzlich identifiziert und unterschieden werden k\u00f6nnen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Der Verlauf der Mittelwerte mit der Standardabweichung \u00fcber die Wellenl\u00e4ngen hinweg wird dargestellt. Die Standardabweichung beschreibt dabei die Variabilit\u00e4t innerhalb der einzelnen Puppenstadien, die durch die fl\u00e4chenhafte Aufnahme mit der hyperspektralen Kamera entsteht.<\/p>\n\n\n<style>.kb-image8711_08a3eb-d9 .kb-image-has-overlay:after{opacity:0.3;}.kb-image8711_08a3eb-d9 img.kb-img, .kb-image8711_08a3eb-d9 .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<figure class=\"wp-block-kadence-image kb-image8711_08a3eb-d9 size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild2-1.jpg\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"742\" height=\"527\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild2-1.jpg\" alt=\"Bild2\" class=\"kb-img wp-image-8701\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild2-1.jpg 742w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild2-1-300x213.jpg 300w\" sizes=\"auto, (max-width: 742px) 100vw, 742px\" \/><\/a><figcaption><em><em>RGB-Foto des Schlupfstadiums (braun), des mittleren Stadiums (gelb) und des Anfangsstadiums (orange) sowie die zugeh\u00f6rigen spektralen Informationen.<\/em><\/em><\/figcaption><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb, .wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb[data-kb-block=\"kb-adv-heading8711_3b7576-fb\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb[data-kb-block=\"kb-adv-heading8711_3b7576-fb\"] 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-heading8711_3b7576-fb img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb[data-kb-block=\"kb-adv-heading8711_3b7576-fb\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb, .wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb[data-kb-block=\"kb-adv-heading8711_3b7576-fb\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb, .wp-block-kadence-advancedheading.kt-adv-heading8711_3b7576-fb[data-kb-block=\"kb-adv-heading8711_3b7576-fb\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading8711_3b7576-fb H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading8711_3b7576-fb\">Puppenstadien \u2013 Klassifikation spektraler Messungen<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Der Einsatz hyperspektraler Bildgebung zur Klassifikation der drei Puppenstadien von Mehlw\u00fcrmern hat signifikante Erfolge erzielt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Zu diesem Zweck wurden verschiedene Puppenstadien unter definierten und einheitlichen Bedingungen im Labor gemessen. Auf Grundlage dieser Daten wurde ein Modell auf einen unabh\u00e4ngigen Datensatz angewendet, der ebenfalls die drei Puppenstadien enth\u00e4lt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Durch die Analyse der spektralen Signaturen mithilfe von Machine-Learning-Methoden konnte jedes definierte Stadium identifiziert werden. Die gemischten Stadien bei einzelnen Puppen entstehen dadurch, dass diese Tiere \u00dcbergangsformen zwischen den drei Gruppen darstellen und daher bestimmte Bereiche einer Klasse oder einer anderen zugeordnet werden k\u00f6nnen.<\/p>\n\n\n<style>.kb-image8711_5a97a2-00 .kb-image-has-overlay:after{opacity:0.3;}.kb-image8711_5a97a2-00 img.kb-img, .kb-image8711_5a97a2-00 .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<figure class=\"wp-block-kadence-image kb-image8711_5a97a2-00 size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild3.jpg\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"733\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild3.jpg\" alt=\"Bild3\" class=\"kb-img wp-image-8702\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild3.jpg 720w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild3-295x300.jpg 295w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/a><figcaption><em><em><em>Puppenstadien \u2013 Schlupfstadium (blau), mittleres Stadium (gelb), Anfangsstadium (orange) (von links nach rechts). RGB-Bild mit einer Smartphone-Kamera, Farbinfrarotbild mit der hyperspektralen Kamera sowie klassifizierte Puppenstadien (von oben nach unten).<\/em><\/em><\/em><\/figcaption><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47, .wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47[data-kb-block=\"kb-adv-heading8711_202314-47\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47[data-kb-block=\"kb-adv-heading8711_202314-47\"] 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-heading8711_202314-47 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47[data-kb-block=\"kb-adv-heading8711_202314-47\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47, .wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47[data-kb-block=\"kb-adv-heading8711_202314-47\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47, .wp-block-kadence-advancedheading.kt-adv-heading8711_202314-47[data-kb-block=\"kb-adv-heading8711_202314-47\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading8711_202314-47 H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading8711_202314-47\">Erntestadien von Mehlw\u00fcrmern \u2013 Analyse spektraler Informationen<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Die spektrale Signatur von gefrorenen Mehlw\u00fcrmern zeigt im Vergleich zu Vorernte- und erntereifen Stadien die deutlichsten Unterschiede, insbesondere im Bereich von <strong>600 bis 800 nm<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die Unterscheidung zwischen erntereifen und Vorernte-Stadien ist weniger ausgepr\u00e4gt, zeigt sich jedoch ebenfalls am deutlichsten in diesem spezifischen Wellenl\u00e4ngenbereich.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Diese Analyse spektraler Informationen verdeutlicht das Potenzial spektraler Signaturen, um den optimalen Erntezeitpunkt pr\u00e4zise zu bestimmen und die Qualit\u00e4t von Mehlw\u00fcrmern f\u00fcr den Verzehr oder die Weiterverarbeitung sicherzustellen.<\/p>\n\n\n<style>.kb-image8711_255e24-b1 .kb-image-has-overlay:after{opacity:0.3;}.kb-image8711_255e24-b1 img.kb-img, .kb-image8711_255e24-b1 .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image8711_255e24-b1\"><figure class=\"aligncenter size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild4.png\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"975\" height=\"671\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild4.png\" alt=\"Bild4\" class=\"kb-img wp-image-8703\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild4.png 975w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild4-300x206.png 300w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild4-768x529.png 768w\" sizes=\"auto, (max-width: 975px) 100vw, 975px\" \/><\/a><figcaption><em>Spektrale Signaturen und Standardabweichung hinsichtlich der Signalvariabilit\u00e4t innerhalb einer Gruppe \u2013 Vorernte, erntereif, gefroren.<\/em><\/figcaption><\/figure><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d, .wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d[data-kb-block=\"kb-adv-heading8711_b35bdb-6d\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d[data-kb-block=\"kb-adv-heading8711_b35bdb-6d\"] 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-heading8711_b35bdb-6d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d[data-kb-block=\"kb-adv-heading8711_b35bdb-6d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d, .wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d[data-kb-block=\"kb-adv-heading8711_b35bdb-6d\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d, .wp-block-kadence-advancedheading.kt-adv-heading8711_b35bdb-6d[data-kb-block=\"kb-adv-heading8711_b35bdb-6d\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading8711_b35bdb-6d H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading8711_b35bdb-6d\">Mehlw\u00fcrmer \u2013 Klassifikation spektraler Messungen<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">F\u00fcr die Extraktion spektraler Informationen wurden in den Messungen Bereiche ausgew\u00e4hlt, in denen die jeweiligen Mehlwurmstadien (Vorernte, erntereif, gefroren) mit hoher Wahrscheinlichkeit vertreten sind.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die Auswahl basierte auf Expertenwissen, wodurch repr\u00e4sentative spektrale Informationen sowie die zugrunde liegende Variabilit\u00e4t innerhalb der Stadien erfasst werden konnten. Diese Messungen dienten als Grundlage f\u00fcr das Training der Machine-Learning-Algorithmen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Weitere Messungen der einzelnen Stadien wurden anschlie\u00dfend markiert (Vorernte = blau, erntereif = gr\u00fcn, gefroren = gelb) und zur Evaluierung verwendet. In der Auswertung werden rote Bereiche als falsch zugewiesene Stadien dargestellt, w\u00e4hrend gr\u00fcne Bereiche korrekt zugewiesene Stadien zeigen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die Identifizierung der drei Stadien war erfolgreich, da der Gro\u00dfteil der markierten Bereiche (<strong>97,4 %<\/strong>) korrekt zugeordnet wurde (gr\u00fcne Bereiche).<\/p>\n\n\n<style>.kb-image8711_93cc57-4b .kb-image-has-overlay:after{opacity:0.3;}.kb-image8711_93cc57-4b img.kb-img, .kb-image8711_93cc57-4b .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image8711_93cc57-4b\"><figure class=\"aligncenter size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild5.jpg\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"507\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild5.jpg\" alt=\"Bild5\" class=\"kb-img wp-image-8704\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild5.jpg 736w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/03\/Bild5-300x207.jpg 300w\" sizes=\"auto, (max-width: 736px) 100vw, 736px\" \/><\/a><figcaption>&nbsp;<br><em>Mehlw\u00fcrmer \u2013 Vorernte, erntereif, gefroren (von links nach rechts); farbige Infrarotbilder (obere Reihe) und Klassifikationsergebnisse (untere Reihe) mit falsch klassifizierten (rot) und korrekt klassifizierten (gr\u00fcn) Bereichen der drei Stadien.<\/em><\/figcaption><\/figure><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79, .wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79[data-kb-block=\"kb-adv-heading8711_394a16-79\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79[data-kb-block=\"kb-adv-heading8711_394a16-79\"] 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-heading8711_394a16-79 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79[data-kb-block=\"kb-adv-heading8711_394a16-79\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79, .wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79[data-kb-block=\"kb-adv-heading8711_394a16-79\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79, .wp-block-kadence-advancedheading.kt-adv-heading8711_394a16-79[data-kb-block=\"kb-adv-heading8711_394a16-79\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading8711_394a16-79 H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading8711_394a16-79\">Ausblick: Hyperspektrale Technologie f\u00fcr die Insektenproduktion<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Insgesamt konnte gezeigt werden, dass die hyperspektrale Kamera <strong>ULTRIS X20<\/strong> Parameter, die f\u00fcr die Insektenindustrie relevant sind, erfolgreich unterscheiden kann.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Diese Kamera erm\u00f6glicht eine <strong>nicht-invasive, schnelle und zuverl\u00e4ssige<\/strong> Erkennung definierter Puppenstadien sowie die Identifizierung erntereifer Tiere. Damit wurde ein erster Schritt zur Optimierung von Zuchtprozessen und zur Steigerung der Produktionseffizienz erreicht.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die Ergebnisse unterstreichen das Potenzial hyperspektraler Messungen in der Mehlwurmzucht als alternative Nahrungsquelle. Weitere Forschung ist erforderlich, beispielsweise zur fr\u00fchzeitigen Erkennung von Krankheiten oder zur Untersuchung unterschiedlicher Qualit\u00e4tsmerkmale aufgrund verschiedener Futterquellen der Insekten.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mit fortschreitender Technologie k\u00f6nnten zuk\u00fcnftige Untersuchungen auch mit <strong>ULTRIS SWIR<\/strong> durchgef\u00fchrt werden. Dessen Wellenl\u00e4ngenbereich liefert Informationen \u00fcber tiefere Schichten des Insektenk\u00f6rpers und k\u00f6nnte neue Erkenntnisse \u00fcber relevante Parameter erm\u00f6glichen.<\/p>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n<style>.kb-row-layout-id5332_2e7fa5-a0 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id5332_2e7fa5-a0 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id5332_2e7fa5-a0 > .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-4xl, 8rem);padding-bottom:var(--global-kb-spacing-4xl, 8rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id5332_2e7fa5-a0 > .kt-row-layout-overlay{opacity:0.90;background-color:var(--global-palette9, #ffffff);}@media all and (max-width: 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1024px){.kadence-column5332_8fcaf8-4a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column5332_8fcaf8-4a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column5332_8fcaf8-4a\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id5332_463347-11 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id5332_463347-11 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id5332_463347-11 > .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:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:minmax(0, calc(35% - ((var(--global-kb-gap-md, 2rem) * 1 )\/2)))minmax(0, 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767px){.kb-row-layout-id5332_463347-11 > .kt-row-column-wrap{padding-right:0px;padding-left:0px;grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id5332_463347-11 alignnone kt-row-has-bg wp-block-kadence-rowlayout\" id=\"author\"><div class=\"kt-row-layout-overlay kt-row-overlay-normal\"><\/div><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-right-golden kt-tab-layout-row kt-mobile-layout-row kt-row-valign-top kt-inner-column-height-full kb-theme-content-width\">\n<style>.kadence-column5332_7f3000-98 > .kt-inside-inner-col{display:flex;}.kadence-column5332_7f3000-98 > .kt-inside-inner-col{border-right:4px solid var(--global-palette2, #2B6CB0);}.kadence-column5332_7f3000-98 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column5332_7f3000-98 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column5332_7f3000-98 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column5332_7f3000-98{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_7f3000-98{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_7f3000-98 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column5332_7f3000-98 > .kt-inside-inner-col{background-image:url('https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2024\/10\/vicky-cubert.jpg');background-size:cover;background-position:60% 20%;background-attachment:scroll;background-repeat:no-repeat;}.kadence-column5332_7f3000-98 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column5332_7f3000-98{position:relative;}@media all and (max-width: 1024px){.kadence-column5332_7f3000-98 > .kt-inside-inner-col{min-height:550px;border-right:0px solid var(--global-palette2, #2B6CB0);border-bottom:5px solid var(--global-palette2, #2B6CB0);flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column5332_7f3000-98{align-self:flex-start;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_7f3000-98{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_7f3000-98 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 767px){.kadence-column5332_7f3000-98 > .kt-inside-inner-col{min-height:220px;border-right:0px solid var(--global-palette2, #2B6CB0);border-bottom:5px solid var(--global-palette2, #2B6CB0);flex-direction:column;justify-content:flex-start;}.kt-row-column-wrap > .kadence-column5332_7f3000-98{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_7f3000-98{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_7f3000-98 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column5332_7f3000-98\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n\n<style>.kadence-column5332_a99544-63 > .kt-inside-inner-col{display:flex;}.kadence-column5332_a99544-63 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-lg, 3rem);padding-bottom:var(--global-kb-spacing-lg, 3rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kadence-column5332_a99544-63 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column5332_a99544-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column5332_a99544-63 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column5332_a99544-63{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_a99544-63{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_a99544-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column5332_a99544-63 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column5332_a99544-63{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column5332_a99544-63{align-self:center;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_a99544-63{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_a99544-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 1024px){.kadence-column5332_a99544-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column5332_a99544-63{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_a99544-63{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5332_a99544-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column5332_a99544-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column5332_a99544-63\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1, .wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1[data-kb-block=\"kb-adv-heading5332_198705-d1\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1[data-kb-block=\"kb-adv-heading5332_198705-d1\"] 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-heading5332_198705-d1 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1[data-kb-block=\"kb-adv-heading5332_198705-d1\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1, .wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1[data-kb-block=\"kb-adv-heading5332_198705-d1\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1, .wp-block-kadence-advancedheading.kt-adv-heading5332_198705-d1[data-kb-block=\"kb-adv-heading5332_198705-d1\"]{font-size:24px;}}<\/style>\n<p class=\"kt-adv-heading5332_198705-d1 wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading5332_198705-d1\"><strong>\u00dcber die Autorin<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dr. Viktoriya Tsyganskaya ist Sales Operations Manager &amp; Project Lead bei der Cubert GmbH und leitet seit 2018 Forschungs- und Kundenprojekte. Sie promovierte an der Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen in Fernerkundung mit dem Schwerpunkt Radarfernerkundung und Umweltmonitoring. Viktoriya bringt umfassende Erfahrung aus ihrer wissenschaftlichen Arbeit, unter anderem im Projekt \u201eDikes under Pressure\u201c, und ihre Expertise in nachhaltigen Umweltl\u00f6sungen mit. Ihre fundierten Kenntnisse in der Fernerkundung machen sie zu einer wichtigen Ansprechpartnerin f\u00fcr innovative hyperspektrale Technologien bei Cubert.<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns5332_820953-6f{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns5332_820953-6f .kt-button{font-weight:normal;font-style:normal;}.kt-btns5332_820953-6f .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns5332_820953-6f .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns5332_820953-6f .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns5332_820953-6f .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns5332_820953-6f .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns5332_820953-6f .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns5332_820953-6f .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns5332_820953-6f\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn5332_3d6573-79.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn5332_3d6573-79.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-btn5332_3d6573-79.kb-button .kb-svg-icon-wrap{font-size:30px;--kb-button-icon-size:30px;}.wp-block-kadence-advancedbtn .kb-btn5332_3d6573-79.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn5332_3d6573-79.kb-button:focus{color:var(--global-palette10, #3182CE);background:var(--global-palette13, #3182CE);box-shadow:var(--kb-btn-shadow-hover, none);}.kb-btn5332_3d6573-79.kb-button .kt-btn-inner-text{display:none;}<\/style><a class=\"kb-button kt-button button kb-btn5332_3d6573-79 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\/viktoriya-tsyganskaya-a49261160\/\" 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><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Die Zukunft der Ern\u00e4hrung krabbelt: Insekten als nachhaltige Proteinquelle.<\/p>\n","protected":false},"author":3,"featured_media":14285,"comment_status":"closed","ping_status":"closed","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":{"noindex":"1","title":"Hyperspektrale Bildgebung zur automatisierten Qualit\u00e4tskontrolle von Futterinsekten - 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