{"id":71974,"date":"2024-11-29T13:57:33","date_gmt":"2024-11-29T13:57:33","guid":{"rendered":"https:\/\/leitat.org\/blog\/mandala\/"},"modified":"2025-07-11T15:13:58","modified_gmt":"2025-07-11T15:13:58","slug":"mandala","status":"publish","type":"post","link":"https:\/\/leitat.org\/en\/blog\/mandala\/","title":{"rendered":"MANDALA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"71974\" class=\"elementor elementor-71974 elementor-71950\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-009692a e-flex e-con-boxed e-con e-parent\" data-id=\"009692a\" 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-53b684a elementor-widget elementor-widget-text-editor\" data-id=\"53b684a\" 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<p>The <strong>MANDALA<\/strong> project is aimed at improving the management of water quality, a resource declared at risk of global crisis. Its objective is the development of a digital platform for the analysis, management and prediction of water quality, and to help decision-making in the efficiency of management processes in industrial, agricultural, aquaculture and human consumption areas. Specifically, it improves the quality of data in water quality monitoring through the design and development of Biomass sensors (based on the fusion of images from several perimeter RGB cameras and their analysis using AI techniques) and Ammonium (optofluidic\u00a0 sensor that allows long-term measurement of ammonium in water, through a variation of the colorimetric reaction and an optical system).<\/p><p>It develops predictive algorithms based on convolutional neural networks for water quality and biomass growth prediction, on a software platform. It promotes the reduction of the environmental impact of aquaculture production, aligning with the European\u00a0 objectives of measuring the environmental footprint, towards the ecological transition and incorporating the life cycle perspective (LCA) in the analysis of the aquaculture process.<\/p><p>The partners, <strong>Smartwater<\/strong> and <strong>Leitat<\/strong>, have extensive experience and proven capabilities in the development of technological and innovation projects. The project has the collaboration of real operators such as receivers of the technology, the <strong>Cantabrian Maritime Museum<\/strong> and <strong>JCH Aquaculture<\/strong> for the operational demonstration of the Mandala Predictive Platform in real environments, going from TRL5 to TRL7. The commercial objective is to launch the new predictive platform on the market within 2 years after the completion of the project.<\/p><p>It is a multidisciplinary transversal solution, closing technological gaps in the digitalization of water management processes. It is based on 4 axes:<\/p><ul><li>i) improving data quality (biomass and optofluidic sensors),<\/li><li>ii) developing predictive analytical methods that improve animal welfare and reduce impacts,<\/li><li>iii) ecological transition, improving the use of water resources,<\/li><li>iv) putting humans at the center of the solution (giving them reliable predictive tools for decision-making, following the European Industry 5.0 strategy).<\/li><\/ul><p>The main exploitable results of the project are:<\/p><ul><li>i) Cloud platform for monitoring and predicting water quality,<\/li><li>ii) Optofluidic sensor for detection of ammonium in saline and fresh water,<\/li><li>iii) and Biomass measurement<br \/>system for aquatic species.<\/li><\/ul><p>Thanks to the funding from the <strong>AEI<\/strong>, the new product will reach a TRL 7, and will be ready for the development of the final pre-commercial prototype and start the\u00a0 validation of its functionality (TRL 8) prior to its registration and market launch (TRL 9).<\/p><p><strong>MANDALA<\/strong> is a scientific breakthrough with a significant technological, environmental and socioeconomic impact. It will improve environmental monitoring, better understand the nitrogen cycle and develop new environmental management strategies. It is aligned with the <strong>2030 Agenda and the<\/strong><br \/><strong>Sustainable Development Goals, the Recovery, Transformation and Resilience Plan 2021-2026, the <\/strong><strong>National Green Algorithms Plan 2023-2025, the Strategic Projects for Economic Recovery and <\/strong><strong>Transformation (PERTE), the New European Innovation Agenda (2022-2027) and the Transfer and <\/strong><strong>Collaboration Plan (2023-2025)<\/strong>.<\/p><p><strong>Smartwater and Leitat<\/strong> form a consortium with a demonstrated capacity towards the capitalization, dissemination and exploitation of results on a national and international scale, given their proven experience. Considering the current network of contacts, participation in platforms and fairs, and planned dissemination actions, both entities foresee the international visibility of the project&#8217;s activities, contributing to the international leadership of both in the digitalization of the aquaculture sector in Spain, Europe and internationally.<\/p><p>\u00a0<\/p><p><strong>Leitat&#8217;s Role in the Project:<\/strong><\/p><p>Leitat will act in the MANDALA project as beneficiary member.<\/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-c73a910 e-flex e-con-boxed e-con e-parent\" data-id=\"c73a910\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-16e413f e-con-full e-flex e-con e-child\" data-id=\"16e413f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7510f4e elementor-widget elementor-widget-text-editor\" data-id=\"7510f4e\" 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<p><strong>Project Budget<\/strong>: 1.118.100,53\u20ac<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb26c05 e-con-full e-flex e-con e-child\" data-id=\"fb26c05\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c632da elementor-widget elementor-widget-text-editor\" data-id=\"1c632da\" 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<p><strong>Financial Framework<\/strong>: Proyectos en colaboraci\u00f3n p\u00fablico-privada 2023<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-15e849f e-con-full e-flex e-con e-child\" data-id=\"15e849f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-96c7aca elementor-widget elementor-widget-text-editor\" data-id=\"96c7aca\" 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<p><strong>Start Date<\/strong>: 01\/11\/2024<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-87ed40d e-con-full e-flex e-con e-child\" data-id=\"87ed40d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c5ab74 elementor-widget elementor-widget-text-editor\" data-id=\"1c5ab74\" 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<p><strong>Leitat Budget<\/strong>: 521.092,20\u20ac<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fcee7ad e-con-full e-flex e-con e-child\" data-id=\"fcee7ad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab46086 elementor-widget elementor-widget-text-editor\" data-id=\"ab46086\" 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<p><strong>Contact number<\/strong>: CPP2023-010573<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4fdf206 e-con-full e-flex e-con e-child\" data-id=\"4fdf206\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-efa35d9 elementor-widget elementor-widget-text-editor\" data-id=\"efa35d9\" 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<p><b>Final Date:<\/b> 31\/10\/2027<\/p>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0bc9b2e e-flex e-con-boxed e-con e-parent\" data-id=\"0bc9b2e\" 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-ad13469 elementor-widget elementor-widget-text-editor\" data-id=\"ad13469\" 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<p><strong>Partners:<\/strong><\/p><p><img decoding=\"async\" class=\"alignnone  wp-image-71956\" src=\"https:\/\/leitat.org\/wp-content\/uploads\/2025\/07\/iso_logo_tipe_blue_Ivan-Ortiz-Martin-300x112.png\" alt=\"\" width=\"257\" height=\"96\" srcset=\"https:\/\/leitat.org\/wp-content\/uploads\/2025\/07\/iso_logo_tipe_blue_Ivan-Ortiz-Martin-300x112.png 300w, https:\/\/leitat.org\/wp-content\/uploads\/2025\/07\/iso_logo_tipe_blue_Ivan-Ortiz-Martin.png 518w\" sizes=\"(max-width: 257px) 100vw, 257px\" \/>\u00a0 \u00a0 \u00a0 \u00a0\u00a0 <img decoding=\"async\" class=\"alignnone  wp-image-71886\" src=\"https:\/\/leitat.org\/wp-content\/uploads\/2025\/07\/Leitat-png-300x104.png\" alt=\"\" width=\"208\" height=\"72\" srcset=\"https:\/\/leitat.org\/wp-content\/uploads\/2025\/07\/Leitat-png-300x104.png 300w, https:\/\/leitat.org\/wp-content\/uploads\/2025\/07\/Leitat-png.png 382w\" sizes=\"(max-width: 208px) 100vw, 208px\" \/><\/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-3002037 e-flex e-con-boxed e-con e-parent\" data-id=\"3002037\" 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-e34ac46 elementor-widget elementor-widget-text-editor\" data-id=\"e34ac46\" 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<p>Project CPP2023-010573 funded by:<\/p><p><a href=\"https:\/\/leitat.org\/wp-content\/uploads\/2025\/07\/MICIUCofinanciadoAEI.svg\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone wp-image-71965\" src=\"https:\/\/leitat.org\/wp-content\/uploads\/2025\/07\/MICIUCofinanciadoAEI.svg\" alt=\"\" width=\"674\" height=\"156\" \/><\/a><\/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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The MANDALA project is aimed at improving the management of water quality, a resource declared at risk of global crisis. Its objective is the development of a digital platform for the analysis, management and prediction of water quality, and to help decision-making in the efficiency of management processes in industrial, agricultural, aquaculture and human consumption [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":71952,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[149,144],"tags":[112],"class_list":["post-71974","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aei-en","category-digital-industry-en","tag-projects"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MANDALA - Leitat Technological Center<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MANDALA - Leitat Technological Center\" \/>\n<meta property=\"og:description\" content=\"The MANDALA project is aimed at improving the management of water quality, a resource declared at risk of global crisis. 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