{"id":5653,"date":"2023-06-07T13:08:38","date_gmt":"2023-06-07T18:08:38","guid":{"rendered":"https:\/\/permafrostnet.ca\/?page_id=5653"},"modified":"2026-06-16T01:27:38","modified_gmt":"2026-06-16T06:27:38","slug":"software","status":"publish","type":"page","link":"https:\/\/permafrostnet.ca\/fr\/data\/software\/","title":{"rendered":"Software"},"content":{"rendered":"<h5 class=\"wp-block-heading\">tsp &amp; tempcf: tools to support standardization and cleaning of ground temperature data &#8211; a tutorial by Nick Brown<\/h5>\n\n\n\n<p>(&#8216;<a href=\"https:\/\/permafrostnet.gitlab.io\/teaspoon\/source\/about.html\">teaspoon<\/a>&#8216;) is a python library designed to make working with permafrost ground temperature time series data more straightforward, efficient, and reproduceable.\u00a0<\/p>\n\n\n\n<p><a href=\"https:\/\/gitlab.com\/permafrostnet\/tempcf\/\">TEMPCF<\/a> (Cleaning and Filtering for Ground Temperature Data) is a package that provides a graphical user interface for viewing, flagging, and cleaning ground temperature data for permafrost applications. It is designed to work with a variety of different input data types including data loggers, and databases. It uses read \/ write functionality provided by the <a href=\"https:\/\/gitlab.com\/permafrostnet\/teaspoon\">teaspoon package<\/a>.<\/p>\n\n\n\n<p>This tutorial will help you use tsp and tempcf:<\/p>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-columns-0e3a0e4b\" class=\"wp-block-themeisle-blocks-advanced-columns has-2-columns has-desktop-twoOne-layout has-tablet-equal-layout has-mobile-collapsedRows-layout has-vertical-unset\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-4b2236e0\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"tsp &amp; tempcf: tools to support standardization and cleaning of ground temperature data tutorial.\" width=\"750\" height=\"422\" src=\"https:\/\/www.youtube.com\/embed\/YF-L43Qi5Hc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-column-469fd671\" class=\"wp-block-themeisle-blocks-advanced-column\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium\"><img decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/permafrostnet.ca\/wp-content\/uploads\/2019\/09\/Nick-300x200.jpg\" alt=\"\" class=\"wp-image-537\" srcset=\"https:\/\/permafrostnet.ca\/wp-content\/uploads\/2019\/09\/Nick-300x200.jpg 300w, https:\/\/permafrostnet.ca\/wp-content\/uploads\/2019\/09\/Nick-768x512.jpg 768w, https:\/\/permafrostnet.ca\/wp-content\/uploads\/2019\/09\/Nick-1024x683.jpg 1024w, https:\/\/permafrostnet.ca\/wp-content\/uploads\/2019\/09\/Nick-360x240.jpg 360w, https:\/\/permafrostnet.ca\/wp-content\/uploads\/2019\/09\/Nick.jpg 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>tsp &amp; tempcf: tools to support standardization and cleaning of ground temperature data &#8211; a tutorial by Nick Brown (&#8216;teaspoon&#8216;) is a python library designed to make working with permafrost ground temperature time series data more straightforward, efficient, and reproduceable.\u00a0 TEMPCF (Cleaning and Filtering for Ground Temperature Data) is a [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":4299,"parent":1753,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-5653","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Software &#8211; 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