{"id":15564,"date":"2026-06-25T16:52:09","date_gmt":"2026-06-25T14:52:09","guid":{"rendered":"https:\/\/ragt-seeds.com\/de\/?page_id=15564"},"modified":"2026-06-26T12:24:00","modified_gmt":"2026-06-26T10:24:00","slug":"phenobob","status":"publish","type":"page","link":"https:\/\/ragt-seeds.com\/de\/phenobob\/","title":{"rendered":"PhenoBob"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"15564\" class=\"elementor elementor-15564\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d83a6c6 e-flex e-con-boxed e-con e-parent\" data-id=\"d83a6c6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8ee8cdb e-flex e-con-boxed e-con e-parent\" data-id=\"8ee8cdb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-697b809 elementor-widget elementor-widget-spacer\" data-id=\"697b809\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a6abca elementor-widget elementor-widget-heading\" data-id=\"9a6abca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PhenoBob<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dc3572f e-grid e-con-full e-con e-child\" data-id=\"dc3572f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08d518c elementor-widget elementor-widget-image\" data-id=\"08d518c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"599\" height=\"499\" src=\"https:\/\/ragt-seeds.com\/de\/wp-content\/uploads\/2026\/06\/Image2.jpg\" class=\"attachment-large size-large wp-image-15566\" alt=\"\" srcset=\"https:\/\/ragt-seeds.com\/de\/wp-content\/uploads\/2026\/06\/Image2.jpg 599w, https:\/\/ragt-seeds.com\/de\/wp-content\/uploads\/2026\/06\/Image2-300x250.jpg 300w\" sizes=\"(max-width: 599px) 100vw, 599px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4dc401 elementor-widget elementor-widget-text-editor\" data-id=\"d4dc401\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Der PhenoBob ist ein autonom fahrendes Fahrzeug, das mit einem Kamerasystem zur Bildanalyse von Pflanzen best\u00fcckt wurde. W\u00e4hrend einer Fahrt \u00fcber eine Parzelle nehmen Farb- und Nahinfrarotkameras Bildserien auf. Die Einzelbilder werden automatisch zu einem hochaufgel\u00f6sten Gesamtbild der Parzelle zusammengesetzt. In den aufgenommenen Bildern werden Pflanzen automatisch erkannt und verortet.<\/p><p>Durch die RTK-GPS-Koordinaten jeder einzelnen Pflanze erm\u00f6glicht der PhenoBob, bei wiederholten \u00dcberfahrten jede einzelne Pflanze in der Parzelle wiederzufinden und ihre Blattfl\u00e4chenentwicklung \u00fcber die Zeit zu verfolgen \u2013 dies gilt sowohl f\u00fcr R\u00fcbenpflanzen, als auch f\u00fcr Unkr\u00e4uter. Die automatische Unterscheidung von R\u00fcben- und Unkrautpflanzen erfolgt durch einen Algorithmus, der mit Hilfe von k\u00fcnstlicher Intelligenz trainiert wurde. Auf diese Weise werden die Dynamik des Feldaufganges und die Entwicklung der Blattfl\u00e4chen in den Versuchsparzellen vom Moment des Auflaufs bis zum 6-Blattstadium ermittelt.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c94f26 e-flex e-con-boxed e-con e-parent\" data-id=\"1c94f26\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64abef5 elementor-widget elementor-widget-spacer\" data-id=\"64abef5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>PhenoBob Der PhenoBob ist ein autonom fahrendes Fahrzeug, das mit einem Kamerasystem zur Bildanalyse von Pflanzen best\u00fcckt wurde. W\u00e4hrend einer Fahrt \u00fcber eine Parzelle nehmen Farb- und Nahinfrarotkameras Bildserien auf. Die Einzelbilder werden automatisch zu einem hochaufgel\u00f6sten Gesamtbild der Parzelle zusammengesetzt. In den aufgenommenen Bildern werden Pflanzen automatisch erkannt und verortet. Durch die RTK-GPS-Koordinaten jeder [&hellip;]<\/p>\n","protected":false},"author":47,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","osh_disable_topbar_sticky":"default","osh_disable_header_sticky":"default","osh_sticky_header_style":"default","osh_sticky_header_effect":"","osh_custom_sticky_logo":0,"osh_custom_retina_sticky_logo":0,"osh_custom_sticky_logo_height":0,"osh_background_color":"","osh_links_color":"","osh_links_hover_color":"","osh_links_active_color":"","osh_links_bg_color":"","osh_links_hover_bg_color":"","osh_links_active_bg_color":"","osh_menu_social_links_color":"","osh_menu_social_hover_links_color":"","footnotes":""},"class_list":["post-15564","page","type-page","status-publish","hentry","entry","owp-thumbs-layout-horizontal","owp-btn-normal","owp-tabs-layout-horizontal","has-no-thumbnails","has-product-nav"],"acf":[],"_links":{"self":[{"href":"https:\/\/ragt-seeds.com\/de\/wp-json\/wp\/v2\/pages\/15564","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ragt-seeds.com\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ragt-seeds.com\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ragt-seeds.com\/de\/wp-json\/wp\/v2\/users\/47"}],"replies":[{"embeddable":true,"href":"https:\/\/ragt-seeds.com\/de\/wp-json\/wp\/v2\/comments?post=15564"}],"version-history":[{"count":23,"href":"https:\/\/ragt-seeds.com\/de\/wp-json\/wp\/v2\/pages\/15564\/revisions"}],"predecessor-version":[{"id":15961,"href":"https:\/\/ragt-seeds.com\/de\/wp-json\/wp\/v2\/pages\/15564\/revisions\/15961"}],"wp:attachment":[{"href":"https:\/\/ragt-seeds.com\/de\/wp-json\/wp\/v2\/media?parent=15564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}