{"id":1011254,"date":"2026-02-17T13:04:40","date_gmt":"2026-02-17T12:04:40","guid":{"rendered":"https:\/\/new.obsnev.es\/?page_id=1011254"},"modified":"2026-02-26T10:07:16","modified_gmt":"2026-02-26T09:07:16","slug":"estaciones-de-monitoreo-intensivo","status":"publish","type":"page","link":"https:\/\/obsnev.es\/en\/estaciones-de-monitoreo-intensivo\/","title":{"rendered":"Intensive monitoring stations"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"1011254\" class=\"elementor elementor-1011254\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b00ee58 e-flex e-con-boxed e-con e-parent\" data-id=\"b00ee58\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62c3c12 elementor-widget elementor-widget-spacer\" data-id=\"62c3c12\" 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-6141d22 elementor-widget elementor-widget-text-editor\" data-id=\"6141d22\" 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<div id=\"panel-gb4516-699458a4d0c17-0-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child\" data-index=\"0\"><div class=\"so-widget-sow-editor so-widget-sow-editor-base\"><h3 class=\"widget-title\">The EMI Concept<\/h3><div class=\"siteorigin-widget-tinymce textwidget\"><p>We define an EMI as an ecologically homogeneous plot of land centered around a multi-parameter station with a high concentration of sensors and data collection protocols for atmospheric, soil, and biological data. In an EMI, in addition to the data from the multi-parameter station itself (relative humidity, precipitation, solar radiation, air and soil temperature, wind speed and direction, atmospheric pressure, UVB1 and UVA1 radiation, and snow level), biological data (flora and fauna) are collected through the Sierra Nevada Global Change Observatory monitoring protocols, along with remote sensing data (snow cover, albedo, vegetation indices, productivity, fires). Therefore, an EMI can be considered a \"hotspot\" for high-frequency, high-quality data. Within an EMI area, every piece of data collected has a precise geographic location defined in a Geographic Information System (GIS).<\/p><p>To define the extent of the different EMIs, several key aspects must be considered:<\/p><ul><li>They must be areas surrounding the multi-parameter stations established in Sierra Nevada within the project: Establishment of a global change monitoring network in National Parks<\/li><li>They must contain a high concentration of monitoring protocols. In this sense, each EMI is a hotspot for obtaining both ecological data (from the Sierra Nevada Global Change Observatory) and data from sensors and the meteorological station itself.<\/li><li>They must be ecologically homogeneous areas, ensuring that each EMI largely represents one of the primary ecosystems of Sierra Nevada.<\/li><\/ul><p>To identify the areas with the highest concentration of sampling protocols, a review of all socio-ecological monitoring protocols currently active within the Sierra Nevada Global Change Observatory was conducted, considering their spatial location and topology (point, line, polygon). By spatializing these protocols, we generated a map of sampling protocol concentration or density across the territory.<\/p><p>To obtain this concentration map, we used Kernel Density Estimation (KDE), one of the most widely used techniques for hotspot analysis and detection. This technique aims to produce a smoothed density surface of point events across space by computing intensity and density to estimate event distribution. Applying this methodology resulted in a standardized density map of monitoring protocols, from which the Intensive Monitoring Stations (EMIs) were delimited.<\/p><\/div><\/div><\/div><div id=\"panel-gb4516-699458a4d0c17-0-0-1\" class=\"so-panel widget widget_sow-editor\" data-index=\"1\"><div class=\"so-widget-sow-editor so-widget-sow-editor-base\"><h3 class=\"widget-title\">Location of the Intensive Monitoring Stations<\/h3><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-702ce6b e-grid e-con-full e-con e-child\" data-id=\"702ce6b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-357430b elementor-align-justify elementor-widget__width-inherit elementor-widget elementor-widget-button\" data-id=\"357430b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/emi-01\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">EMI 01<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-1981e31 elementor-align-justify elementor-widget__width-inherit elementor-widget elementor-widget-button\" data-id=\"1981e31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/emi-0203\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">EMI 0203<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-ea10893 elementor-align-justify elementor-widget__width-inherit elementor-widget elementor-widget-button\" data-id=\"ea10893\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/emi-04\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">EMI 04<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-db02544 elementor-align-justify elementor-widget__width-inherit elementor-widget elementor-widget-button\" data-id=\"db02544\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/emi-05\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">EMI 05<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-ab51762 elementor-align-justify elementor-widget__width-inherit elementor-widget elementor-widget-button\" data-id=\"ab51762\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/emi-06\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">EMI 06<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-08eb871 elementor-align-justify elementor-widget__width-inherit elementor-widget elementor-widget-button\" data-id=\"08eb871\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/emi-07\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">EMI 07<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-6bbb0cf elementor-align-justify elementor-widget__width-inherit elementor-widget elementor-widget-button\" data-id=\"6bbb0cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/emi-03\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">EMI 08<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-8243ee3 elementor-widget elementor-widget-image\" data-id=\"8243ee3\" 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=\"800\" height=\"420\" src=\"https:\/\/obsnev.es\/wp-content\/uploads\/2019\/11\/Localizacion_EMIs.png\" class=\"attachment-large size-large wp-image-1008272\" alt=\"\" srcset=\"https:\/\/obsnev.es\/wp-content\/uploads\/2019\/11\/Localizacion_EMIs.png 992w, https:\/\/obsnev.es\/wp-content\/uploads\/2019\/11\/Localizacion_EMIs-300x158.png 300w, https:\/\/obsnev.es\/wp-content\/uploads\/2019\/11\/Localizacion_EMIs-768x403.png 768w, https:\/\/obsnev.es\/wp-content\/uploads\/2019\/11\/Localizacion_EMIs-18x9.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-b733c60 elementor-widget elementor-widget-text-editor\" data-id=\"b733c60\" 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<div id=\"panel-gb4516-699458a4d0c17-0-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child\" data-index=\"0\"><div class=\"so-widget-sow-editor so-widget-sow-editor-base\"><h3 class=\"widget-title\">Patrocinadores<\/h3><div class=\"siteorigin-widget-tinymce textwidget\"><p>The\u00a0<a class=\"external text\" href=\"http:\/\/www.fundacion-biodiversidad.es\/\" target=\"_blank\" rel=\"nofollow noopener\">Fundaci\u00f3n Biodiversidad<\/a>\u00a0financia el Observatorio a trav\u00e9s del proyecto denominado:\u00a0<i>Seguimiento de los efectos del cambio global en Sierra Nevada. Dise\u00f1o y desarrollo de un sistema de monitorizaci\u00f3n ecol\u00f3gica<\/i>.<\/p><\/div><\/div><\/div>\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-01a0348 elementor-widget elementor-widget-image\" data-id=\"01a0348\" 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 decoding=\"async\" width=\"800\" height=\"164\" src=\"https:\/\/obsnev.es\/wp-content\/uploads\/2019\/10\/miteco_fundacionbiodiversidad-1024x210.png\" class=\"attachment-large size-large wp-image-1008030\" alt=\"\" srcset=\"https:\/\/obsnev.es\/wp-content\/uploads\/2019\/10\/miteco_fundacionbiodiversidad-1024x210.png 1024w, https:\/\/obsnev.es\/wp-content\/uploads\/2019\/10\/miteco_fundacionbiodiversidad-300x62.png 300w, https:\/\/obsnev.es\/wp-content\/uploads\/2019\/10\/miteco_fundacionbiodiversidad-768x158.png 768w, https:\/\/obsnev.es\/wp-content\/uploads\/2019\/10\/miteco_fundacionbiodiversidad-18x4.png 18w, https:\/\/obsnev.es\/wp-content\/uploads\/2019\/10\/miteco_fundacionbiodiversidad.png 1281w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-dc9b926 elementor-widget elementor-widget-spacer\" data-id=\"dc9b926\" 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>","protected":false},"excerpt":{"rendered":"<p>Concepto de EMI Consideramos una EMI como una parcela de territorio ecol\u00f3gicamente homog\u00e9neo en torno a una estaci\u00f3n multiparam\u00e9trica en la que existe una alta concentraci\u00f3n de sensores y protocolos de recogida de datos atmosf\u00e9ricos, ed\u00e1ficos y biol\u00f3gicos. En una EMI, adem\u00e1s de los datos de la propia estaci\u00f3n multiparam\u00e9trica (humedad relativa, precipitaci\u00f3n, radiaci\u00f3n solar, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1011254","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/obsnev.es\/en\/wp-json\/wp\/v2\/pages\/1011254","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/obsnev.es\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/obsnev.es\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/obsnev.es\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/obsnev.es\/en\/wp-json\/wp\/v2\/comments?post=1011254"}],"version-history":[{"count":16,"href":"https:\/\/obsnev.es\/en\/wp-json\/wp\/v2\/pages\/1011254\/revisions"}],"predecessor-version":[{"id":1011968,"href":"https:\/\/obsnev.es\/en\/wp-json\/wp\/v2\/pages\/1011254\/revisions\/1011968"}],"wp:attachment":[{"href":"https:\/\/obsnev.es\/en\/wp-json\/wp\/v2\/media?parent=1011254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}