{"id":13360,"date":"2024-09-24T21:15:14","date_gmt":"2024-09-25T01:15:14","guid":{"rendered":"https:\/\/website.whoi.edu\/cpr-beams\/?page_id=13360"},"modified":"2025-08-05T05:11:30","modified_gmt":"2025-08-05T09:11:30","slug":"data-visualization","status":"publish","type":"page","link":"https:\/\/website.whoi.edu\/cpr-beams\/data-access\/data-visualization\/","title":{"rendered":"Data Visualization"},"content":{"rendered":"\n<h1>\n\t\t\n\t<\/h1>\n\t<p>Here you can see example time-series of Oithona (small zooplankton assayed by microscopic traverse) abundance for various regions of the NW Atlantic, generated using the CPR-BEAMS BCO-DMO data resource and Matlab scripts presented on the <a href=\"https:\/\/website.whoi.edu\/cpr-beams\/data-access\/data-methodology\/\">Data Methodology<\/a> page.<\/p>\n\t\t\t\t<a href=\"https:\/\/website.whoi.edu\/cpr-beams\/wp-content\/uploads\/sites\/72\/2024\/11\/CPRBEAMStimeseriesexample_arearestriction.jpg\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/website.whoi.edu\/cpr-beams\/wp-content\/uploads\/sites\/72\/2025\/08\/CPRBEAMStimeseriesexample_arearestriction_2022-scaled.jpg\" alt=\"CPRBEAMStimeseriesexample_arearestriction_2022\" height=\"2560\" width=\"2560\" title=\"CPRBEAMStimeseriesexample_arearestriction_2022\" \/>\n\t\t\t\t<\/a>\n<h3>\n\t\tData from an example Area and Time Range\n\t<\/h3>\n\t<p>All CPR samples within a specified area surrounding the NES-LTER from 1990 to 2022 are presented (top left).<\/p>\n<p>Oithona abundance values within the area are averaged to produce monthly values (top right).<\/p>\n<p>The median abundance is determined for each month of the year (bottom left).<\/p>\n<p>Missing monthly abundance values are infilled with median abundance values for that month in red (bottom right) to form a continuous time-series.<\/p>\n<p>&nbsp;<\/p>\n\t\t\t\t<a href=\"https:\/\/website.whoi.edu\/cpr-beams\/wp-content\/uploads\/sites\/72\/2024\/11\/CPRBEAMSdataexample-1.jpg\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/website.whoi.edu\/cpr-beams\/wp-content\/uploads\/sites\/72\/2025\/08\/CPRBEAMSmonthlymediansexample_2022-scaled.jpg\" alt=\"CPRBEAMSmonthlymediansexample_2022\" height=\"1477\" width=\"2560\" title=\"CPRBEAMSmonthlymediansexample_2022\" \/>\n\t\t\t\t<\/a>\n<h3>\n\t\tSamples gridded to obtain monthly values\n\t<\/h3>\n\t<p>We examine samples within each 2 degree by 2 degree area of the NW Atlantic.\u00a0 \u00a0All samples in the CPR-BEAMS area from 1990 to 2022 are presented in red.\u00a0 \u00a0Where samples are available in a majority of months for this period, monthly mean Oithona abundance values are presented for 2 degree by 2 degree areas of ocean.\u00a0 \u00a0For each 2 by 2 degree area the lower left corner latitude and longitude are given above the abundance plot. We see that regular samples are available from the US\/Canadian coast and Z route reaching to Iceland. Click image to enlarge.<\/p>\n\t\t\t\t<a href=\"https:\/\/website.whoi.edu\/cpr-beams\/wp-content\/uploads\/sites\/72\/2024\/11\/CPRBEAMSmonthlymediansexample-1.jpg\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/website.whoi.edu\/cpr-beams\/wp-content\/uploads\/sites\/72\/2025\/08\/CPRBEAMSmonthlymediansexample_2022-scaled.jpg\" alt=\"CPRBEAMSmonthlymediansexample_2022\" height=\"1477\" width=\"2560\" title=\"CPRBEAMSmonthlymediansexample_2022\" \/>\n\t\t\t\t<\/a>\n<h3>\n\t\tAverage Abundance by Month\n\t<\/h3>\n\t<p>Wherever samples are available from a majority of calendar months, the monthly median abundance value in each 2 by 2 degree area is presented. Abundance typically peaks in the summer months. Click image to enlarge.<\/p>\n\t\t\t\t<a href=\"https:\/\/website.whoi.edu\/cpr-beams\/wp-content\/uploads\/sites\/72\/2024\/12\/CPRBEAMStimeseriesexample.jpg\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/website.whoi.edu\/cpr-beams\/wp-content\/uploads\/sites\/72\/2025\/08\/CPRBEAMStimeseriesexample_2022-scaled.jpg\" alt=\"CPRBEAMStimeseriesexample_2022\" height=\"1477\" width=\"2560\" title=\"CPRBEAMStimeseriesexample_2022\" \/>\n\t\t\t\t<\/a>\n<h3>\n\t\tMonthly time-series with missing values infilled\n\t<\/h3>\n\t<p>Time-series (in blue) for 2 by 2 degree areas having mostly-complete monthly data.\u00a0 \u00a0Here the missing monthly values in each area have been infilled with the median values for each month and area (in red). Click image to enlarge.<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>Here you can see example time-series of Oithona (small zooplankton assayed by microscopic traverse) abundance for various regions of the NW Atlantic, generated using the CPR-BEAMS BCO-DMO data resource and&hellip;<\/p>\n","protected":false},"author":68,"featured_media":0,"parent":13358,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"0","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":""},"_links":{"self":[{"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/pages\/13360"}],"collection":[{"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/users\/68"}],"replies":[{"embeddable":true,"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/comments?post=13360"}],"version-history":[{"count":3,"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/pages\/13360\/revisions"}],"predecessor-version":[{"id":14232,"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/pages\/13360\/revisions\/14232"}],"up":[{"embeddable":true,"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/pages\/13358"}],"wp:attachment":[{"href":"https:\/\/website.whoi.edu\/cpr-beams\/wp-json\/wp\/v2\/media?parent=13360"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}