{"id":184,"date":"2021-03-26T19:24:20","date_gmt":"2021-03-26T13:39:20","guid":{"rendered":"https:\/\/greenpixelnepal.wordpress.com\/?p=184"},"modified":"2021-10-05T12:48:31","modified_gmt":"2021-10-05T12:48:31","slug":"data-management-for-camera-trapping-surveys","status":"publish","type":"post","link":"https:\/\/greenpixel.com.np\/?p=184","title":{"rendered":"Data management for camera trapping surveys"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920-1024x683.jpg\" alt=\"\" class=\"wp-image-374\" srcset=\"https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920-1024x683.jpg 1024w, https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920-300x200.jpg 300w, https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920-768x512.jpg 768w, https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920-1536x1024.jpg 1536w, https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920-1568x1045.jpg 1568w, https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Camera traps are being used more and more often these days and are one of the most reliable ways to study wildlife. However, these cameras capture a lot of images, some wanted and some unwanted. Managing these huge datasets is something every wildlife biologists should know about. <\/p>\n\n\n\n<p>Our short three days workshop will allow researchers to do just that. It covers<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>Introduction to camera trapping <\/li><li>Hierarchical tagging of image <\/li><li>Using CamtrapR package to manage camera trap images<\/li><li>Formatting datasets for occupancy, capture-recapture and activity analysis<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Camera traps are being used more and more often these days and are one of the most reliable ways to study wildlife. However, these cameras capture a lot of images, some wanted and some unwanted. Managing these huge datasets is something every wildlife biologists should know about. Our short three days workshop will allow researchers &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/greenpixel.com.np\/?p=184\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Data management for camera trapping surveys&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[2,5],"tags":[],"class_list":["post-184","post","type-post","status-publish","format-standard","hentry","category-biodiversity-conservation","category-training","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data management for camera trapping surveys - Green Pixel<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/greenpixel.com.np\/?p=184\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data management for camera trapping surveys - Green Pixel\" \/>\n<meta property=\"og:description\" content=\"Camera traps are being used more and more often these days and are one of the most reliable ways to study wildlife. However, these cameras capture a lot of images, some wanted and some unwanted. Managing these huge datasets is something every wildlife biologists should know about. Our short three days workshop will allow researchers &hellip; Continue reading &quot;Data management for camera trapping surveys&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/greenpixel.com.np\/?p=184\" \/>\n<meta property=\"og:site_name\" content=\"Green Pixel\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/greenpixelnepal\" \/>\n<meta property=\"article:published_time\" content=\"2021-03-26T13:39:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-10-05T12:48:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@greenpixelnepal\" \/>\n<meta name=\"twitter:site\" content=\"@greenpixelnepal\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/greenpixel.com.np\/?p=184#article\",\"isPartOf\":{\"@id\":\"https:\/\/greenpixel.com.np\/?p=184\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/greenpixel.com.np\/#\/schema\/person\/dc1206046c1289d933a266bb4a5c8aa0\"},\"headline\":\"Data management for camera trapping surveys\",\"datePublished\":\"2021-03-26T13:39:20+00:00\",\"dateModified\":\"2021-10-05T12:48:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/greenpixel.com.np\/?p=184\"},\"wordCount\":91,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/greenpixel.com.np\/#organization\"},\"image\":{\"@id\":\"https:\/\/greenpixel.com.np\/?p=184#primaryimage\"},\"thumbnailUrl\":\"https:\/\/greenpixel.com.np\/wp-content\/uploads\/2021\/10\/camera-4058597_1920-1024x683.jpg\",\"articleSection\":[\"Biodiversity &amp; 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