{"id":32,"date":"2018-03-23T20:09:57","date_gmt":"2018-03-23T20:09:57","guid":{"rendered":"http:\/\/iebhoreb.org\/proyectos\/wsc-regexperts\/?page_id=32"},"modified":"2021-05-18T00:41:51","modified_gmt":"2021-05-17T22:41:51","slug":"assessment-of-honeybee-forager-losses","status":"publish","type":"page","link":"https:\/\/wsc-regexperts.com\/en\/software-and-databases\/software\/assessment-of-honeybee-forager-losses\/","title":{"rendered":"Software for video assessment of forager losses in bees"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Software for automated counting of bees and assessment of forager losses in honey and bumble bees<\/h2>\n\n\n<p>The assessment of forager losses is currently often conducted using a rather small number of bees (often about 100 or less, see Henry, 2012), which receive radio tags for identification. Honeybees are then registered when they return to the hive. Since this method is time and cost intensive and since due to the small number of bees assessed it involves a considerable uncertainty (e.g. in Henry et al., 2012, the coefficient of variation (CV) of homing success is up to 38%) we developed alternative methods based on video analysis, which require minimum effort and which result in much more accurate and less variable results.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1000\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/honeybee-video-counter.jpeg\" alt=\"\" width=\"600\" height=\"338\"><\/p>\n<h4>Virtual gate defined in VideoCounter<\/h4>\n<p>A user defined red line drawn in our software VideoCounter defines a &#8220;gate&#8221;, which serves to count honeybees entering and leaving the hive.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1001\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/one-day-tracking.jpeg\" alt=\"\" width=\"461\" height=\"338\"><\/p>\n<h4>Example of one day monitoring<\/h4>\n<p>Results of a one-day tracking experiment showing the number of bees entering and leaving a hive. Bees started to forage early in the morning and continued to forage until late evening.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1002\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/video-camera-setup.jpeg\" alt=\"\" width=\"461\" height=\"338\"><\/p>\n<h4>Camera setup for automatically counting honeybees with VideoCounter<\/h4>\n<p>For automatic tracking a video camera is mounted in a weather-proof box. Bees are automatically tracked for a user defined period (and time).<\/p>\n<h2>Automatic assessment of forager losses using VideoCounter<\/h2>\n<p>Our software VideoCounter is used in conjungtion with a camera mounted above the entrance of the hive to automatically detect and count individuals bees. Individual honeybees are detected using pattern-recognition algorithms and the movement speed and direction is tracked. A virtual gate, i.e. a user defined virtual red line drawn in the software screen, is used to count individuals leaving and entering the hive. This method allows counting honeybees without obstructing the hive entry, which other methods usually do. After entering the start and end date and time for automated monitoring, entering and leaving honeybees are automatically tracked over one or several days. No supervision is required. After tracking over several days, results are available in both graphical and tabular form. The intra-day activity of foragers for one day is exemplarily shown in the figure below. Honeybees started to forage around sunrise and forager activity lasted until shortly after sunset.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Related links<\/h2>\n\n\n<div\n\t\t\t\tid=\"block-\"\n\t\t\t\tclass=\"wp-block-gutenbee-post-types block- \"\n\t\t\t\t\t\t\t><div class=\"row row-items row-columns-3\">\t\t\t\t<div class=\"col-lg-4 col-sm-6 col-12\">\n<div id=\"entry-item-191\" class=\"entry-item post-191 page type-page status-publish has-post-thumbnail hentry\">\n\t\t\t<figure class=\"entry-item-thumb\">\n\t\t\t<a href=\"https:\/\/wsc-regexperts.com\/en\/photography-for-honeybee-brood-trials\/\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/Honeybee-photography.jpg\" class=\"attachment-ignition_item size-ignition_item wp-post-image\" alt=\"\" \/>\t\t\t<\/a>\n\t\t<\/figure>\n\t\n\t<div class=\"entry-item-content\">\n\t\t<h2 class=\"entry-item-title\"><a href=\"https:\/\/wsc-regexperts.com\/en\/photography-for-honeybee-brood-trials\/\">Photography for Honeybee Brood Trials<\/a><\/h2>\n\t\t\t\t\t<div class=\"entry-item-excerpt\">\n\t\t\t\t<p>High quality photography is a prerequisite for high throughput analysis of brood development and for successful automated counting of adult bees.<\/p>\n\t\t\t<\/div>\n\t\t\n\t\t<a href=\"https:\/\/wsc-regexperts.com\/en\/photography-for-honeybee-brood-trials\/\" class=\"btn btn-entry-more\">\n\t\t\tLearn More\t\t<\/a>\n\t<\/div>\n<\/div>\n<\/div>\t\t\t\t<div class=\"col-lg-4 col-sm-6 col-12\">\n<div id=\"entry-item-30\" class=\"entry-item post-30 page type-page status-publish has-post-thumbnail hentry\">\n\t\t\t<figure class=\"entry-item-thumb\">\n\t\t\t<a href=\"https:\/\/wsc-regexperts.com\/en\/software-and-databases\/software\/honeybee-brood-colony-assessment-software\/\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/HoneybeeBroodSoftware.jpg\" class=\"attachment-ignition_item size-ignition_item wp-post-image\" alt=\"Honeybee brood software\" \/>\t\t\t<\/a>\n\t\t<\/figure>\n\t\n\t<div class=\"entry-item-content\">\n\t\t<h2 class=\"entry-item-title\"><a href=\"https:\/\/wsc-regexperts.com\/en\/software-and-databases\/software\/honeybee-brood-colony-assessment-software\/\">Software for evaluation of honeybee brood trials and colony assessment<\/a><\/h2>\n\t\t\t\t\t<div class=\"entry-item-excerpt\">\n\t\t\t\t<p>HoneybeeComplete and IndiCounter is software for the evaluation of honeybee field (EPPO 170) and semi-field trials (OECD 75). <\/p>\n\t\t\t<\/div>\n\t\t\n\t\t<a href=\"https:\/\/wsc-regexperts.com\/en\/software-and-databases\/software\/honeybee-brood-colony-assessment-software\/\" class=\"btn btn-entry-more\">\n\t\t\tLearn More\t\t<\/a>\n\t<\/div>\n<\/div>\n<\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>VideoCounter is software for automated counting of honeybees or bumblebees leaving and entering their hives.<\/p>\n","protected":false},"author":1,"featured_media":1104,"parent":437,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-32","page","type-page","status-publish","has-post-thumbnail","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages\/32","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/comments?post=32"}],"version-history":[{"count":2,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages\/32\/revisions"}],"predecessor-version":[{"id":1106,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages\/32\/revisions\/1106"}],"up":[{"embeddable":true,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages\/437"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/media\/1104"}],"wp:attachment":[{"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/media?parent=32"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}