{"id":2712,"date":"2025-07-21T11:39:41","date_gmt":"2025-07-21T09:39:41","guid":{"rendered":"https:\/\/fair2adapt-eosc.eu\/?p=2712"},"modified":"2025-07-21T12:01:26","modified_gmt":"2025-07-21T10:01:26","slug":"turning-fair-principles-into-practice-i-adopt-framework-takes-center-stage","status":"publish","type":"post","link":"https:\/\/fair2adapt-eosc.eu\/index.php\/2025\/07\/21\/turning-fair-principles-into-practice-i-adopt-framework-takes-center-stage\/","title":{"rendered":"Turning FAIR principles into practice: I-ADOPT Framework Takes Center Stage"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2712\" class=\"elementor elementor-2712\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e0070b2 e-flex e-con-boxed e-con e-parent\" data-id=\"e0070b2\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e0b002d elementor-widget elementor-widget-text-editor\" data-id=\"e0b002d\" data-element_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<p><em>June 2025 | From LPS25 Vienna to Green Deal Data Space Developments<\/em><\/p>\t\t\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<div class=\"elementor-element elementor-element-eea6eec e-flex e-con-boxed e-con e-parent\" data-id=\"eea6eec\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7317df1 elementor-widget elementor-widget-text-editor\" data-id=\"7317df1\" data-element_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<p>June 2025 marked a pivotal moment for FAIR2Adapt and the FAIR data implementation in Earth observation and climate science. At the Living Planet Symposium 2025 (LPS25) in Vienna, Barbara Magagna presented her work on FAIR Digital Objects, while simultaneously, the &#8220;Three Years of Experience Developing the Green Deal Data Space&#8221; meeting (June 24-25) brought together key stakeholders from AD4GD, B-Cubed, FAIRiCUBE, and USAGE projects. Together, these events highlighted an important milestone: <strong>the I-ADOPT framework is making true FAIR implementation possible at scale<\/strong>.<\/p>\t\t\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<div class=\"elementor-element elementor-element-818fd0d e-flex e-con-boxed e-con e-parent\" data-id=\"818fd0d\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99eeb64 elementor-widget elementor-widget-text-editor\" data-id=\"99eeb64\" data-element_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<h3><strong>The FAIR Implementation Challenge: From Principles to Practice<\/strong><\/h3>\t\t\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<div class=\"elementor-element elementor-element-cd7893f e-flex e-con-boxed e-con e-parent\" data-id=\"cd7893f\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7244c85 elementor-widget elementor-widget-image\" data-id=\"7244c85\" data-element_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=\"441\" src=\"https:\/\/fair2adapt-eosc.eu\/wp-content\/uploads\/2025\/07\/Making-FAIR-work-2-1024x564.jpg\" class=\"attachment-large size-large wp-image-2716\" alt=\"\" srcset=\"https:\/\/fair2adapt-eosc.eu\/wp-content\/uploads\/2025\/07\/Making-FAIR-work-2-1024x564.jpg 1024w, https:\/\/fair2adapt-eosc.eu\/wp-content\/uploads\/2025\/07\/Making-FAIR-work-2-300x165.jpg 300w, https:\/\/fair2adapt-eosc.eu\/wp-content\/uploads\/2025\/07\/Making-FAIR-work-2-768x423.jpg 768w, https:\/\/fair2adapt-eosc.eu\/wp-content\/uploads\/2025\/07\/Making-FAIR-work-2.jpg 1081w\" 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-4406a30 elementor-widget elementor-widget-text-editor\" data-id=\"4406a30\" data-element_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<p>For years, the scientific community has embraced FAIR principles \u2013 making data Findable, Accessible, Interoperable, and Reusable. But there&#8217;s been a persistent gap between <strong>knowing<\/strong> what FAIR means and <strong>implementing<\/strong> it in practice. The work presented at LPS25 and discussed across multiple projects lies in the <a href=\"https:\/\/i-adopt.github.io\" target=\"_blank\" rel=\"noopener\"><strong>I-ADOPT (Interoperable Descriptions of Observable Property Terminology)<\/strong><\/a> framework.<\/p>\t\t\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<div class=\"elementor-element elementor-element-b219576 e-flex e-con-boxed e-con e-parent\" data-id=\"b219576\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad93c06 elementor-widget elementor-widget-text-editor\" data-id=\"ad93c06\" data-element_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<h4><strong>I-ADOPT: The Missing Piece of FAIR Implementation<\/strong><\/h4>\t\t\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<div class=\"elementor-element elementor-element-bcf4eb7 e-flex e-con-boxed e-con e-parent\" data-id=\"bcf4eb7\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e9a4449 elementor-widget elementor-widget-text-editor\" data-id=\"e9a4449\" data-element_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<p><a href=\"https:\/\/i-adopt.github.io\" target=\"_blank\" rel=\"noopener\">I-ADOPT<\/a>, developed by the Research Data Alliance working group, functions as a &#8220;semantic broker&#8221; that finally makes the &#8220;I&#8221; in FAIR \u2013 <strong>Interoperability<\/strong> \u2013 practically achievable. Instead of requiring communities to abandon their existing terminologies, I-ADOPT provides a systematic way to describe variables using standardized components:<\/p><ul><li><strong>Property<\/strong>: What characteristic are we measuring? (e.g., concentration, direction, level)<\/li><li><strong>Object of Interest<\/strong>: What are we observing? (e.g., nitrate, wind, water)<\/li><li><strong>Context Object<\/strong>: Where is this happening? (e.g., lake, atmosphere, urban area)<\/li><li><strong>Matrix<\/strong>: What medium contains our object? (e.g., precipitation, soil, air)<\/li><li><strong>Constraints<\/strong>: Any additional specifications (e.g., &#8220;baseline is lake floor&#8221;, &#8220;due to senescence&#8221;)<\/li><\/ul>\t\t\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<div class=\"elementor-element elementor-element-0b12dba e-flex e-con-boxed e-con e-parent\" data-id=\"0b12dba\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-95cb128 elementor-widget elementor-widget-text-editor\" data-id=\"95cb128\" data-element_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<p>This decomposition transforms complex variable descriptions like &#8220;mean dissolved nitrate molar concentration per unit volume in precipitation water&#8221; into machine-readable, automatically linkable semantic structures.<\/p>\t\t\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<div class=\"elementor-element elementor-element-b72cfb6 e-flex e-con-boxed e-con e-parent\" data-id=\"b72cfb6\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4af6d99 elementor-widget elementor-widget-text-editor\" data-id=\"4af6d99\" data-element_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<h4><strong>The Challenge We&#8217;re Solving<\/strong><\/h4>\t\t\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<div class=\"elementor-element elementor-element-178f0ee e-flex e-con-boxed e-con e-parent\" data-id=\"178f0ee\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6be8e4b elementor-widget elementor-widget-text-editor\" data-id=\"6be8e4b\" data-element_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<p>The Earth Observation community is generating unprecedented amounts of data \u2013 new products, methods, and algorithms that are critical for addressing grand challenges like climate change adaptation and biodiversity conservation. But here&#8217;s the problem: much of this valuable data remains siloed, difficult to find, and challenging to reuse across different research contexts.<\/p>\t\t\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<div class=\"elementor-element elementor-element-7a5e409 e-flex e-con-boxed e-con e-parent\" data-id=\"7a5e409\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d57552f elementor-widget elementor-widget-text-editor\" data-id=\"d57552f\" data-element_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<p><strong>The solution?<\/strong> FAIR Digital Objects (FDOs) \u2013 a systematic approach to making data Findable, Accessible, Interoperable, and Reusable, while ensuring it&#8217;s both human-understandable and machine-interpretable.<\/p>\t\t\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<div class=\"elementor-element elementor-element-13e134d e-flex e-con-boxed e-con e-parent\" data-id=\"13e134d\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13797de elementor-widget elementor-widget-text-editor\" data-id=\"13797de\" data-element_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<h3><strong>Real-World FAIR Implementation: From Arctic to Urban Environments<\/strong><\/h3>\t\t\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<div class=\"elementor-element elementor-element-6c46807 e-flex e-con-boxed e-con e-parent\" data-id=\"6c46807\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4757239 elementor-widget elementor-widget-text-editor\" data-id=\"4757239\" data-element_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<p>The power of I-ADOPT-enabled FAIR implementation is being adopted across multiple projects and domains. <strong>FAIR2Adapt<\/strong>, presented by Barbara Magagna at LPS25, showcases how this framework will enable practical FAIR implementation across six diverse climate adaptation use cases:<\/p>\t\t\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<div class=\"elementor-element elementor-element-a06f21c e-flex e-con-boxed e-con e-parent\" data-id=\"a06f21c\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8b6472b elementor-widget elementor-widget-text-editor\" data-id=\"8b6472b\" data-element_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<p><strong>Arctic environmental monitoring, coastal biodiversity conservation, urban climate resilience, national adaptation frameworks, global knowledge connectivity, and business climate risk assessment<\/strong> \u2014 each of these use cases will apply the I-ADOPT framework and I-ADOPT service to systematically decompose observable variables, enabling data to be more findable and reusable across scientific domains and institutional boundaries.<\/p>\t\t\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<div class=\"elementor-element elementor-element-313fa62 e-flex e-con-boxed e-con e-parent\" data-id=\"313fa62\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8cc4e8 elementor-widget elementor-widget-text-editor\" data-id=\"d8cc4e8\" data-element_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<h3><strong>The Technical Stack: I-ADOPT-Enabled FAIR Digital Objects<\/strong><\/h3>\t\t\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<div class=\"elementor-element elementor-element-2fc2c6b e-flex e-con-boxed e-con e-parent\" data-id=\"2fc2c6b\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c0142f8 elementor-widget elementor-widget-text-editor\" data-id=\"c0142f8\" data-element_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<p>Building on the I-ADOPT foundation, practical FAIR implementation combines several cutting-edge approaches:<\/p>\t\t\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<div class=\"elementor-element elementor-element-77b1251 e-flex e-con-boxed e-con e-parent\" data-id=\"77b1251\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-01dfe21 elementor-widget elementor-widget-text-editor\" data-id=\"01dfe21\" data-element_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<h4><strong>I-ADOPT Integration with OGC Standards<\/strong><\/h4>\t\t\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<div class=\"elementor-element elementor-element-31dbaaf e-flex e-con-boxed e-con e-parent\" data-id=\"31dbaaf\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4759f3b elementor-widget elementor-widget-text-editor\" data-id=\"4759f3b\" data-element_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<p>The framework integrates seamlessly with <strong>OGC Observations, Measurements and Samples (OMS)<\/strong> standards and the <strong>SensorThings API<\/strong>, enabling automatic semantic annotation of time series data. This means research datasets become automatically discoverable and linkable across different projects and institutions.<\/p>\t\t\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<div class=\"elementor-element elementor-element-e3fb8ae e-flex e-con-boxed e-con e-parent\" data-id=\"e3fb8ae\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a8feb5d elementor-widget elementor-widget-text-editor\" data-id=\"a8feb5d\" data-element_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<h4><strong>FAIR Digital Objects as Research Objects<\/strong><\/h4>\t\t\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<div class=\"elementor-element elementor-element-132b2cb e-flex e-con-boxed e-con e-parent\" data-id=\"132b2cb\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-265b829 elementor-widget elementor-widget-text-editor\" data-id=\"265b829\" data-element_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<p>The FAIR2Adapt project leverages <strong>Research Object Crates (RO-Crates)<\/strong> to package data with metadata, creating self-contained digital objects that are both human-readable and machine-interpretable. These aren&#8217;t just data files \u2013 they&#8217;re complete, actionable knowledge packages.<\/p><p>Using the <strong>I-ADOPT (Interoperable Descriptions of Observable Property Terminology)<\/strong> framework, FAIR2Adapt breaks down complex climate variables into standardized, machine-readable components. This means that a measurement of &#8220;mean dissolved nitrate molar concentration per unit volume in precipitation water&#8221; becomes automatically linkable across different research projects and institutions.<\/p>\t\t\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<div class=\"elementor-element elementor-element-900fc6f e-flex e-con-boxed e-con e-parent\" data-id=\"900fc6f\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3893cfe elementor-widget elementor-widget-text-editor\" data-id=\"3893cfe\" data-element_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<h4><strong>Three-Point FAIRification Framework (3PFF)<\/strong><\/h4>\t\t\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<div class=\"elementor-element elementor-element-1a3d3fd e-flex e-con-boxed e-con e-parent\" data-id=\"1a3d3fd\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac51fbd elementor-widget elementor-widget-text-editor\" data-id=\"ac51fbd\" data-element_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<p>FAIR2Adapt applies the <strong>3PFF framework<\/strong> developed by the GO FAIR Foundation, providing practical &#8220;how-to&#8221; guidance for stakeholders seeking to &#8220;go FAIR.&#8221; This isn&#8217;t theoretical \u2013 it&#8217;s operational guidance that scientists, policymakers, and businesses can use immediately.<\/p>\t\t\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<div class=\"elementor-element elementor-element-95b2304 e-flex e-con-boxed e-con e-parent\" data-id=\"95b2304\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f8ce3f elementor-widget elementor-widget-text-editor\" data-id=\"8f8ce3f\" data-element_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<h4><strong>AI-Powered Annotation Services<\/strong><\/h4>\t\t\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<div class=\"elementor-element elementor-element-b3b5100 e-flex e-con-boxed e-con e-parent\" data-id=\"b3b5100\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-757009b elementor-widget elementor-widget-text-editor\" data-id=\"757009b\" data-element_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<p>Perhaps most excitingly, FAIR2Adapt is developing <strong>LLM-based annotation services<\/strong> that can automatically extract variable descriptions from free text and map them to I-ADOPT patterns. Researchers will be able to describe their observations in natural language and receive proper semantic annotations automatically.<\/p>\t\t\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<div class=\"elementor-element elementor-element-b46fce0 e-flex e-con-boxed e-con e-parent\" data-id=\"b46fce0\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e20f2fb elementor-widget elementor-widget-text-editor\" data-id=\"e20f2fb\" data-element_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<h3><strong>Broader Impact: Green Deal Data Space and Beyond<\/strong><\/h3>\t\t\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<div class=\"elementor-element elementor-element-9748b17 e-flex e-con-boxed e-con e-parent\" data-id=\"9748b17\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd7dbc2 elementor-widget elementor-widget-text-editor\" data-id=\"fd7dbc2\" data-element_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<p>The significance of I-ADOPT-enabled FAIR implementation extends beyond FAIR2Adapt and other individual projects. In parallel with LPS25, the separate &#8220;<strong>Three Years of Experience Developing the Green Deal Data Space<\/strong>&#8221; meeting (June 24-25) brought together projects AD4GD, B-Cubed, FAIRiCUBE, and USAGE to share achievements on Green Deal Data Space (GDDS) activities.<\/p><p>These projects, while addressing different aspects of environmental data management, all face the same fundamental challenge: <strong>how to make diverse datasets truly interoperable<\/strong>. The I-ADOPT framework provides a common solution that works across domains \u2013 from biodiversity monitoring to atmospheric research to urban planning.<\/p>\t\t\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<div class=\"elementor-element elementor-element-581504c e-flex e-con-boxed e-con e-parent\" data-id=\"581504c\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0aab126 elementor-widget elementor-widget-text-editor\" data-id=\"0aab126\" data-element_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<h3><strong>A Community Ready for FAIR Implementation<\/strong><\/h3>\t\t\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<div class=\"elementor-element elementor-element-de29326 e-flex e-con-boxed e-con e-parent\" data-id=\"de29326\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f51ba7d elementor-widget elementor-widget-text-editor\" data-id=\"f51ba7d\" data-element_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<p>The convergence of these developments \u2013 from LPS25 presentations to Green Deal Data Space progress \u2013 signals that the Earth observation community has reached a critical threshold. <strong>We&#8217;re moving from FAIR as aspiration to FAIR as implementation<\/strong>.<\/p><p>This shift is evident in:<\/p><ul><li><strong>Technical maturity<\/strong>: I-ADOPT and related frameworks provide concrete implementation paths<\/li><li><strong>Community adoption<\/strong>: Multiple major projects are embracing these approaches<\/li><li><strong>Policy alignment<\/strong>: EU initiatives like the Green Deal Data Space are driving coordinated implementation<\/li><li><strong>Tool availability<\/strong>: AI-powered annotation services and automated workflows are making FAIR accessible to all researchers<\/li><\/ul>\t\t\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<div class=\"elementor-element elementor-element-05953d6 e-flex e-con-boxed e-con e-parent\" data-id=\"05953d6\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-439e500 elementor-widget elementor-widget-text-editor\" data-id=\"439e500\" data-element_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<h3><strong>The Tools Are Here, The Future Is Collaborative<\/strong><\/h3>\t\t\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<div class=\"elementor-element elementor-element-9c9652e e-flex e-con-boxed e-con e-parent\" data-id=\"9c9652e\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0b31247 elementor-widget elementor-widget-text-editor\" data-id=\"0b31247\" data-element_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<p>Walking through the Austria Center Vienna, surrounded by 6,000+ Earth observation professionals, it was clear how far the field has come and how much potential lies ahead. The technologies demonstrated at LPS25 \u2013 from <a href=\"https:\/\/jupytergis.readthedocs.io\/en\/latest\/\" target=\"_blank\" rel=\"noopener\">JupyterGIS<\/a> for collaborative analysis to AI-powered semantic annotation \u2013 are not just research prototypes. They&#8217;re ready-to-use tools that can transform how we approach climate science.<\/p><p>But the real transformation isn&#8217;t technological \u2013 it&#8217;s cultural. It&#8217;s about building a research ecosystem where data sharing is the default, where semantic interoperability enables unprecedented collaboration, and where the barriers between disciplines dissolve in service of our shared mission: understanding and protecting our planet.<\/p>\t\t\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<div class=\"elementor-element elementor-element-055cfbb e-flex e-con-boxed e-con e-parent\" data-id=\"055cfbb\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ba67b3e elementor-widget elementor-widget-text-editor\" data-id=\"ba67b3e\" data-element_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<h3><strong>Get Involved with FAIR Implementation<\/strong><\/h3>\t\t\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<div class=\"elementor-element elementor-element-67c49a2 e-flex e-con-boxed e-con e-parent\" data-id=\"67c49a2\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5cfe3ab elementor-widget elementor-widget-text-editor\" data-id=\"5cfe3ab\" data-element_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<p>The momentum around I-ADOPT and FAIR implementation is building across multiple fronts. Here&#8217;s how to engage:<\/p><p><strong>Explore I-ADOPT<\/strong>:<\/p><ul><li><a href=\"https:\/\/i-adopt.github.io\/examples\/\" target=\"_blank\" rel=\"noopener\"><strong>I-ADOPT Examples<\/strong><\/a><\/li><li><a href=\"https:\/\/sirkos.github.io\/iadopt-vis\/\" target=\"_blank\" rel=\"noopener\"><strong>I-ADOPT Visualizer<\/strong><\/a><\/li><li><strong>I-ADOPT Workshops<\/strong>: Participate in modeling challenges and community discussions<\/li><\/ul>\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-a91eaca elementor-widget elementor-widget-text-editor\" data-id=\"a91eaca\" data-element_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<p><strong>Apply FAIR Implementation<\/strong>:<\/p><ul><li><a href=\"https:\/\/fair2adapt-eosc.eu\/\" target=\"_blank\" rel=\"noopener\"><strong>FAIR2Adapt Project<\/strong><\/a><\/li><li><strong>Green Deal Data Space Projects<\/strong>: Engage with AD4GD, B-Cubed, FAIRiCUBE, USAGE initiatives<\/li><li><strong>FAIR Implementation Profiles<\/strong>: Develop community-specific FIPs using I-ADOPT<\/li><\/ul>\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-c8b44f4 elementor-widget elementor-widget-text-editor\" data-id=\"c8b44f4\" data-element_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<p><strong>Join the Technical Community<\/strong>:<\/p><ul><li><a href=\"http:\/\/pangeo.io\" target=\"_blank\" rel=\"noopener\"><strong>Pangeo Community<\/strong><\/a> for open-source geoscience tools<\/li><li><strong>OGC Standards Development<\/strong>: Contribute to semantic interoperability standards<\/li><li><strong>RDA Working Groups<\/strong>: Participate in Research Data Alliance activities<\/li><\/ul>\t\t\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<div class=\"elementor-element elementor-element-96232ae e-flex e-con-boxed e-con e-parent\" data-id=\"96232ae\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a35a9d elementor-widget elementor-widget-text-editor\" data-id=\"0a35a9d\" data-element_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<p>The future of Earth observation is FAIR, and that future is being built now through systematic implementation approaches like I-ADOPT. <strong>We&#8217;re not just talking about FAIR anymore \u2013 we&#8217;re making it real<\/strong>.<\/p>\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-756c4a6 elementor-widget elementor-widget-text-editor\" data-id=\"756c4a6\" data-element_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<p><em>This post highlights the progress in FAIR implementation enabled by the I-ADOPT framework, as demonstrated at LPS25 and across multiple EU projects. The focus on practical FAIR implementation represents a critical turning point for Earth observation and climate science communities. Anne Fouilloux is a Senior Research Engineer at Simula Research Laboratory and a contributor to I-ADOPT framework development.<\/em><\/p>\t\t\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<div class=\"elementor-element elementor-element-6424910 e-flex e-con-boxed e-con e-parent\" data-id=\"6424910\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d96e094 elementor-widget elementor-widget-text-editor\" data-id=\"d96e094\" data-element_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<p><strong>About I-ADOPT<\/strong>: The I-ADOPT framework, developed by the Research Data Alliance, provides a systematic approach to describing observable properties that makes true semantic interoperability possible. It represents the missing piece that transforms FAIR from aspiration to practical implementation across scientific domains.<\/p>\t\t\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<div class=\"elementor-element elementor-element-bed520c e-flex e-con-boxed e-con e-parent\" data-id=\"bed520c\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>June 2025 | From LPS25 Vienna to Green Deal Data Space Developments June 2025 marked a pivotal moment for FAIR2Adapt and the FAIR data implementation in Earth observation and climate science. At the Living Planet Symposium 2025 (LPS25) in Vienna, Barbara Magagna presented her work on FAIR Digital Objects, while simultaneously, the &#8220;Three Years of [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2730,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-2712","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-events"],"_links":{"self":[{"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/posts\/2712","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/comments?post=2712"}],"version-history":[{"count":25,"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/posts\/2712\/revisions"}],"predecessor-version":[{"id":2742,"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/posts\/2712\/revisions\/2742"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/media\/2730"}],"wp:attachment":[{"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/media?parent=2712"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/categories?post=2712"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fair2adapt-eosc.eu\/index.php\/wp-json\/wp\/v2\/tags?post=2712"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}