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0px;}</style>{"id":5091,"date":"2026-10-23T17:03:39","date_gmt":"2026-10-23T15:03:39","guid":{"rendered":"https:\/\/www.ippo-engineering.eu\/?p=5091"},"modified":"2026-10-23T17:03:39","modified_gmt":"2026-10-23T15:03:39","slug":"marine-environmental-monitoring-drones-sensors-ai","status":"publish","type":"post","link":"https:\/\/www.ippo-engineering.eu\/en\/marine-environmental-monitoring-drones-sensors-ai\/","title":{"rendered":"Marine environmental monitoring: how drones, sensors and AI help protect our seas"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5091\" class=\"elementor elementor-5091 elementor-5049\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40114c0 e-con-full e-flex e-con e-parent\" data-id=\"40114c0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-706a165 elementor-widget elementor-widget-text-editor\" data-id=\"706a165\" 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 sea is essential to the balance of our planet, yet it is increasingly affected by pollution, waste accumulation and changes to marine ecosystems. How can we detect these issues and act before they cause irreversible damage?<\/p><p>One answer lies in <strong>marine environmental monitoring, <\/strong>which uses technology to observe, measure and analyse conditions in aquatic environments.<\/p><p>Thanks to drones for <strong>environmental monitoring, marine environmental sensors and artificial <\/strong>intelligence, we can now collect detailed information on water quality, identify concentrations of floating waste and support scientific research.<\/p><p>These innovations offer important opportunities for the blue <strong>economy by <\/strong>enabling the development of technology-driven solutions that support sustainability.<\/p><p>But how do they work in practice? And what advantages do they offer over traditional methods?<\/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-29b4514 elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"29b4514\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;],&quot;exclude_headings_by_selector&quot;:[],&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tTable of contents\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__29b4514\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__29b4514\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__29b4514\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/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-f835a9b elementor-widget elementor-widget-heading\" data-id=\"f835a9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is marine environmental monitoring and why does it matter?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a8757e elementor-widget elementor-widget-text-editor\" data-id=\"2a8757e\" 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>Marine <strong>environmental monitoring <\/strong>covers the observation, collection and analysis of data needed to assess conditions in seas, oceans and coastal areas.<\/p><p>Regular or continuous measurements help identify changes in environmental parameters and highlight potential risks.<\/p><p>Key parameters and features commonly monitored include:<\/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-4305e15 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"4305e15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>water temperature<\/strong>: helps researchers study thermal variations that can affect marine organisms;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>salinity<\/strong>: provides information about the physical characteristics of water masses;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>dissolved oxygen<\/strong>: an important indicator for assessing the conditions of aquatic habitats;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>water pH<\/strong>: helps researchers understand the chemical balance of marine environments;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>turbidity<\/strong>: indicates the presence of suspended particles in the water;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>marine litter<\/strong>: helps track the distribution of floating materials and waste accumulation along coastlines;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>biodiversity<\/strong>: helps scientists study the presence and evolution of marine species and habitats.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-0a163bb elementor-widget elementor-widget-text-editor\" data-id=\"0a163bb\" 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>This information is essential for understanding how ecosystems evolve and supporting environmental conservation efforts.<\/p><p>In the past, many measurements depended primarily on researchers and field teams working directly on site. Today, environmental <strong>technologies make <\/strong>it possible to combine conventional observations with digital tools and automated systems.<\/p><p>The result is the potential for more frequent and detailed monitoring, bringing together data from different sources.<\/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-1f2af2c elementor-widget elementor-widget-heading\" data-id=\"1f2af2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How are drones used for marine environmental monitoring?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7b238a elementor-widget elementor-widget-text-editor\" data-id=\"b7b238a\" 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>One of the most interesting developments in this field is the use of drones <strong>for environmental monitoring<\/strong>.<\/p><p>Drones, also known as UAVs <em>(unmanned aerial <\/em>vehicles), are aircraft without an onboard pilot. They can be equipped with high-resolution cameras and other sensing equipment.<\/p><p>By flying over coastal areas and stretches of sea, they can capture images that help identify potential environmental problems.<\/p><p>In <strong>marine environmental monitoring, <\/strong>drones can support a range of activities:<\/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-6ad2240 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"6ad2240\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 256 512\"><path d=\"M160 64c0-11.8-6.5-22.6-16.9-28.2s-23-5-32.8 1.6l-96 64C-.5 111.2-4.4 131 5.4 145.8s29.7 18.7 44.4 8.9L96 123.8V416H32c-17.7 0-32 14.3-32 32s14.3 32 32 32h96 96c17.7 0 32-14.3 32-32s-14.3-32-32-32H160V64z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Floating litter detection<\/strong>: identifying accumulations of plastic and other materials visible on the water surface;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M142.9 96c-21.5 0-42.2 8.5-57.4 23.8L54.6 150.6c-12.5 12.5-32.8 12.5-45.3 0s-12.5-32.8 0-45.3L40.2 74.5C67.5 47.3 104.4 32 142.9 32C223 32 288 97 288 177.1c0 38.5-15.3 75.4-42.5 102.6L109.3 416H288c17.7 0 32 14.3 32 32s-14.3 32-32 32H32c-12.9 0-24.6-7.8-29.6-19.8s-2.2-25.7 6.9-34.9L200.2 234.5c15.2-15.2 23.8-35.9 23.8-57.4c0-44.8-36.3-81.1-81.1-81.1z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Coastal area observation<\/strong>: helping monitor beaches, bays and hard-to-reach locations;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M0 64C0 46.3 14.3 32 32 32H272c13.2 0 25 8.1 29.8 20.4s1.5 26.3-8.2 35.2L162.3 208H184c75.1 0 136 60.9 136 136s-60.9 136-136 136H105.4C63 480 24.2 456 5.3 418.1l-1.9-3.8c-7.9-15.8-1.5-35 14.3-42.9s35-1.5 42.9 14.3l1.9 3.8c8.1 16.3 24.8 26.5 42.9 26.5H184c39.8 0 72-32.2 72-72s-32.2-72-72-72H80c-13.2 0-25-8.1-29.8-20.4s-1.5-26.3 8.2-35.2L189.7 96H32C14.3 96 0 81.7 0 64z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Pollution mapping<\/strong>: helping locate areas where waste is concentrated;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\"><path d=\"M189 77.6c7.5-16 .7-35.1-15.3-42.6s-35.1-.7-42.6 15.3L3 322.4c-4.7 9.9-3.9 21.5 1.9 30.8S21 368 32 368H256v80c0 17.7 14.3 32 32 32s32-14.3 32-32V368h32c17.7 0 32-14.3 32-32s-14.3-32-32-32H320V160c0-17.7-14.3-32-32-32s-32 14.3-32 32V304H82.4L189 77.6z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Environmental image collection<\/strong>: capturing visual material for scientific analysis and future comparisons;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M32.5 58.3C35.3 43.1 48.5 32 64 32H256c17.7 0 32 14.3 32 32s-14.3 32-32 32H90.7L70.3 208H184c75.1 0 136 60.9 136 136s-60.9 136-136 136H100.5c-39.4 0-75.4-22.3-93-57.5l-4.1-8.2c-7.9-15.8-1.5-35 14.3-42.9s35-1.5 42.9 14.3l4.1 8.2c6.8 13.6 20.6 22.1 35.8 22.1H184c39.8 0 72-32.2 72-72s-32.2-72-72-72H32c-9.5 0-18.5-4.2-24.6-11.5s-8.6-16.9-6.9-26.2l32-176z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Monitoring changes over time<\/strong>: tracking how conditions in a particular area evolve through repeated surveys;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M232.4 84.7c11.4-13.5 9.7-33.7-3.8-45.1s-33.7-9.7-45.1 3.8L38.6 214.7C14.7 242.9 1.1 278.4 .1 315.2c0 1.4-.1 2.9-.1 4.3c0 .2 0 .3 0 .5c0 88.4 71.6 160 160 160s160-71.6 160-160c0-85.5-67.1-155.4-151.5-159.8l63.9-75.6zM256 320A96 96 0 1 1 64 320a96 96 0 1 1 192 0z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Supporting clean-up operations<\/strong>: providing information to help plan waste removal activities;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M0 64C0 46.3 14.3 32 32 32H288c11.5 0 22 6.1 27.7 16.1s5.7 22.2-.1 32.1l-224 384c-8.9 15.3-28.5 20.4-43.8 11.5s-20.4-28.5-11.5-43.8L232.3 96H32C14.3 96 0 81.7 0 64z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Coastal ecosystem analysis<\/strong>: supporting observation of habitats and environmental changes visible from above.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-5af1576 elementor-widget elementor-widget-text-editor\" data-id=\"5af1576\" 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>Drones do not remove the need for field measurements, but they can complement them and make data collection more efficient.<\/p><p>Their effectiveness depends on several factors, including weather conditions, visibility, image resolution and the characteristics of the materials being detected.<\/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-cfa2ec1 elementor-widget elementor-widget-heading\" data-id=\"cfa2ec1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Marine environmental sensors: how is water quality measured?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20e6f40 elementor-widget elementor-widget-text-editor\" data-id=\"20e6f40\" 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>While drones provide a view from above, marine <strong>environmental sensors <\/strong>collect data directly from the aquatic environment.<\/p><p>These devices can be installed on smart buoys, vessels, floating platforms or underwater equipment.<\/p><p>They measure specific environmental parameters and transmit the readings to dedicated computer systems.<\/p><p>When suitable <strong>communications infrastructure <\/strong>is available, integration with the Internet of Things (IoT) allows multiple devices to be connected and their data managed through digital platforms.<\/p><p>A sensor-based monitoring system may provide several functions:<\/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-1c9d74c elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"1c9d74c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 256 512\"><path d=\"M160 64c0-11.8-6.5-22.6-16.9-28.2s-23-5-32.8 1.6l-96 64C-.5 111.2-4.4 131 5.4 145.8s29.7 18.7 44.4 8.9L96 123.8V416H32c-17.7 0-32 14.3-32 32s14.3 32 32 32h96 96c17.7 0 32-14.3 32-32s-14.3-32-32-32H160V64z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Temperature detection<\/strong>: measuring changes in water temperature;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M142.9 96c-21.5 0-42.2 8.5-57.4 23.8L54.6 150.6c-12.5 12.5-32.8 12.5-45.3 0s-12.5-32.8 0-45.3L40.2 74.5C67.5 47.3 104.4 32 142.9 32C223 32 288 97 288 177.1c0 38.5-15.3 75.4-42.5 102.6L109.3 416H288c17.7 0 32 14.3 32 32s-14.3 32-32 32H32c-12.9 0-24.6-7.8-29.6-19.8s-2.2-25.7 6.9-34.9L200.2 234.5c15.2-15.2 23.8-35.9 23.8-57.4c0-44.8-36.3-81.1-81.1-81.1z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Salinity analysis<\/strong>: monitoring salt concentrations;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M0 64C0 46.3 14.3 32 32 32H272c13.2 0 25 8.1 29.8 20.4s1.5 26.3-8.2 35.2L162.3 208H184c75.1 0 136 60.9 136 136s-60.9 136-136 136H105.4C63 480 24.2 456 5.3 418.1l-1.9-3.8c-7.9-15.8-1.5-35 14.3-42.9s35-1.5 42.9 14.3l1.9 3.8c8.1 16.3 24.8 26.5 42.9 26.5H184c39.8 0 72-32.2 72-72s-32.2-72-72-72H80c-13.2 0-25-8.1-29.8-20.4s-1.5-26.3 8.2-35.2L189.7 96H32C14.3 96 0 81.7 0 64z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Dissolved oxygen measurement<\/strong>: tracking a parameter essential to many aquatic organisms;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\"><path d=\"M189 77.6c7.5-16 .7-35.1-15.3-42.6s-35.1-.7-42.6 15.3L3 322.4c-4.7 9.9-3.9 21.5 1.9 30.8S21 368 32 368H256v80c0 17.7 14.3 32 32 32s32-14.3 32-32V368h32c17.7 0 32-14.3 32-32s-14.3-32-32-32H320V160c0-17.7-14.3-32-32-32s-32 14.3-32 32V304H82.4L189 77.6z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>pH monitoring<\/strong>: assessing variations in water acidity;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M32.5 58.3C35.3 43.1 48.5 32 64 32H256c17.7 0 32 14.3 32 32s-14.3 32-32 32H90.7L70.3 208H184c75.1 0 136 60.9 136 136s-60.9 136-136 136H100.5c-39.4 0-75.4-22.3-93-57.5l-4.1-8.2c-7.9-15.8-1.5-35 14.3-42.9s35-1.5 42.9 14.3l4.1 8.2c6.8 13.6 20.6 22.1 35.8 22.1H184c39.8 0 72-32.2 72-72s-32.2-72-72-72H32c-9.5 0-18.5-4.2-24.6-11.5s-8.6-16.9-6.9-26.2l32-176z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Turbidity measurement<\/strong>: detecting changes in suspended particle levels;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M232.4 84.7c11.4-13.5 9.7-33.7-3.8-45.1s-33.7-9.7-45.1 3.8L38.6 214.7C14.7 242.9 1.1 278.4 .1 315.2c0 1.4-.1 2.9-.1 4.3c0 .2 0 .3 0 .5c0 88.4 71.6 160 160 160s160-71.6 160-160c0-85.5-67.1-155.4-151.5-159.8l63.9-75.6zM256 320A96 96 0 1 1 64 320a96 96 0 1 1 192 0z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Data transmission<\/strong>: sending measurements to storage and analysis systems;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M0 64C0 46.3 14.3 32 32 32H288c11.5 0 22 6.1 27.7 16.1s5.7 22.2-.1 32.1l-224 384c-8.9 15.3-28.5 20.4-43.8 11.5s-20.4-28.5-11.5-43.8L232.3 96H32C14.3 96 0 81.7 0 64z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Anomaly alerts<\/strong>: identifying readings that exceed predefined thresholds, where dedicated alert functions are available.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-1c54735 elementor-widget elementor-widget-text-editor\" data-id=\"1c54735\" 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>Access to this information can support researchers, public authorities and organisations involved in managing marine resources.<\/p><p>Importantly, no single parameter can determine the overall health of the sea on its own. Data must be interpreted in context and, where necessary, checked through further analysis.<\/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-3c8116e elementor-widget elementor-widget-image\" data-id=\"3c8116e\" 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=\"1024\" height=\"556\" src=\"https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/marine-data-analysis-monitoring-control-room-2-EN-1024x556.jpg\" class=\"attachment-large size-large wp-image-5103\" alt=\"\" srcset=\"https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/marine-data-analysis-monitoring-control-room-2-EN-1024x556.jpg 1024w, https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/marine-data-analysis-monitoring-control-room-2-EN-300x163.jpg 300w, https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/marine-data-analysis-monitoring-control-room-2-EN-768x417.jpg 768w, https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/marine-data-analysis-monitoring-control-room-2-EN.jpg 1400w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-7a5cfc1 elementor-widget elementor-widget-heading\" data-id=\"7a5cfc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Artificial intelligence and the environment: how AI helps protect the sea<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5d79d7 elementor-widget elementor-widget-text-editor\" data-id=\"a5d79d7\" 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>Applying <strong>artificial intelligence to environmental <\/strong>work is one of the most promising developments in technology-enabled monitoring.<\/p><p>AI systems can process large amounts of information from drones, sensors and satellites, helping researchers identify patterns, changes and potential anomalies.<\/p><p>In <strong>marine environmental <\/strong>monitoring, AI is particularly useful for automated image and data analysis.<\/p><p>For example, image-recognition algorithms can be trained to distinguish certain types of floating litter from other features on the sea surface.<\/p><p>This can help identify areas where potentially polluting materials are concentrated.<\/p><p>Key applications of artificial intelligence include:<\/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-6ee6fed elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"6ee6fed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Automated litter detection<\/strong>: analysing drone imagery to identify objects and materials;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Environmental data classification<\/strong>: organising information gathered by monitoring devices;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Anomaly detection<\/strong>: identifying significant changes in monitored parameters;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Trend analysis<\/strong>: studying how environmental phenomena evolve over time;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Supporting predictive models<\/strong>: processing information to explore possible pollutant dispersion scenarios;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Decision support<\/strong>: presenting data and visualisations to help plan checks and interventions.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-57223ef elementor-widget elementor-widget-text-editor\" data-id=\"57223ef\" 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>Artificial intelligence does not replace expert judgement, but it can help speed up the processing of information.<\/p><p>To deliver reliable results, algorithms must be developed and validated using appropriate datasets and verifiable scientific methods.<\/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-53eac05 elementor-widget elementor-widget-heading\" data-id=\"53eac05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Marine environmental monitoring: the example of the European Copernicus programme<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35c2ff5 elementor-widget elementor-widget-text-editor\" data-id=\"35c2ff5\" 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>Copernicus, the European Union\u2019s Earth observation programme, provides a practical example <strong>of how <\/strong>digital technologies can help protect the sea.<\/p><p>Through satellite data and dedicated marine services, the programme provides information for studying the oceans and environmental processes.<\/p><p>An article published by Copernicus in 2022 explained how combining satellite observations, drones and marine current models can help study plastic pollution in the Mediterranean.<\/p><p>In particular, these technologies offer insight into three areas:<\/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-5b2739a elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"5b2739a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Identifying visible accumulations of plastic litter;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analysing how currents transport materials;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Assessing possible prevention and removal strategies.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-abc728e elementor-widget elementor-widget-text-editor\" data-id=\"abc728e\" 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>Integrating these sources of information can help us understand not only where litter is located, but also how it may have moved over time.<\/p><p>This approach highlights the potential <strong>of marine environmental <\/strong>monitoring that combines satellite data, observation tools and advanced software.<\/p><p><em><a href=\"https:\/\/www.copernicus.eu\/en\/news\/news\/observer-sensing-currents-detecting-marine-plastic-litter-mediterranean\" rel=\"nofollow noopener\" target=\"_blank\">Source: Copernicus, \u201cOBSERVER: Sensing the currents \u2013 detecting marine plastic litter in the Mediterranean\u201d, 14\/7\/2022.<\/a><\/em><\/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-74432ad elementor-widget elementor-widget-heading\" data-id=\"74432ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">SEA EAGLE: IPPO Engineering\u2019s project for monitoring marine litter<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d34d08 elementor-widget elementor-widget-text-editor\" data-id=\"5d34d08\" 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>IPPO Engineering\u2019s <strong>research and <\/strong>development activities provide another concrete example of how environmental technologies can help protect <strong>aquatic ecosystems<\/strong>.<\/p><p>Among the projects submitted by the company is <a href=\"https:\/\/www.ippo-engineering.eu\/en\/projects\/\"><strong>SEA EAGLE<\/strong><\/a>, an initiative focused on developing and validating an autonomous aerial vehicle for monitoring and collecting marine litter in coastal areas.<\/p><p>The project envisages using drones equipped with high-resolution cameras and image-analysis software to identify areas with higher concentrations of waste.<\/p><p>The proposed solution aims to combine observation activities with the collection of materials from the sea surface and coastal areas.<\/p><p>SEA EAGLE therefore shows how software <strong>development, automation and marine environmental <\/strong>monitoring can come together to explore innovative ways of protecting ecosystems.<\/p><p>The initiative draws on IPPO Engineering\u2019s expertise as a software development company specialising in research projects relating <strong>to environmental <\/strong>technologies, the maritime economy, renewable energy and energy efficiency.<\/p><p>The project highlights the value of bringing together technological research and sustainability, both of which are essential to developing new applications in the <strong>blue <\/strong>economy.<\/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-5115d64 elementor-widget elementor-widget-heading\" data-id=\"5115d64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What benefits does marine environmental monitoring bring to the blue economy?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1d2a29 elementor-widget elementor-widget-text-editor\" data-id=\"b1d2a29\" 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>blue economy <\/strong>encompasses economic activities connected to the sea and marine resources. Its sustainable growth depends on technologies that help protect ecosystems and promote responsible use of natural resources.<\/p><p>In this context, marine <strong>environmental monitoring <\/strong>can improve our understanding of environmental conditions and inform decisions made by public bodies, researchers and businesses.<\/p><p>Digital tools offer a range of opportunities:<\/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-519141a elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"519141a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 256 512\"><path d=\"M160 64c0-11.8-6.5-22.6-16.9-28.2s-23-5-32.8 1.6l-96 64C-.5 111.2-4.4 131 5.4 145.8s29.7 18.7 44.4 8.9L96 123.8V416H32c-17.7 0-32 14.3-32 32s14.3 32 32 32h96 96c17.7 0 32-14.3 32-32s-14.3-32-32-32H160V64z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Greater data availability<\/strong>: monitoring systems can collect information on a variety of parameters;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M142.9 96c-21.5 0-42.2 8.5-57.4 23.8L54.6 150.6c-12.5 12.5-32.8 12.5-45.3 0s-12.5-32.8 0-45.3L40.2 74.5C67.5 47.3 104.4 32 142.9 32C223 32 288 97 288 177.1c0 38.5-15.3 75.4-42.5 102.6L109.3 416H288c17.7 0 32 14.3 32 32s-14.3 32-32 32H32c-12.9 0-24.6-7.8-29.6-19.8s-2.2-25.7 6.9-34.9L200.2 234.5c15.2-15.2 23.8-35.9 23.8-57.4c0-44.8-36.3-81.1-81.1-81.1z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>More frequent observations<\/strong>: automation can make it easier to repeat measurements over time;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M0 64C0 46.3 14.3 32 32 32H272c13.2 0 25 8.1 29.8 20.4s1.5 26.3-8.2 35.2L162.3 208H184c75.1 0 136 60.9 136 136s-60.9 136-136 136H105.4C63 480 24.2 456 5.3 418.1l-1.9-3.8c-7.9-15.8-1.5-35 14.3-42.9s35-1.5 42.9 14.3l1.9 3.8c8.1 16.3 24.8 26.5 42.9 26.5H184c39.8 0 72-32.2 72-72s-32.2-72-72-72H80c-13.2 0-25-8.1-29.8-20.4s-1.5-26.3 8.2-35.2L189.7 96H32C14.3 96 0 81.7 0 64z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Supporting prevention<\/strong>: detecting unusual changes can prompt timely investigation;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\"><path d=\"M189 77.6c7.5-16 .7-35.1-15.3-42.6s-35.1-.7-42.6 15.3L3 322.4c-4.7 9.9-3.9 21.5 1.9 30.8S21 368 32 368H256v80c0 17.7 14.3 32 32 32s32-14.3 32-32V368h32c17.7 0 32-14.3 32-32s-14.3-32-32-32H320V160c0-17.7-14.3-32-32-32s-32 14.3-32 32V304H82.4L189 77.6z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Better planning of interventions<\/strong>: imagery and geolocated data help identify areas where activities should be focused;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M32.5 58.3C35.3 43.1 48.5 32 64 32H256c17.7 0 32 14.3 32 32s-14.3 32-32 32H90.7L70.3 208H184c75.1 0 136 60.9 136 136s-60.9 136-136 136H100.5c-39.4 0-75.4-22.3-93-57.5l-4.1-8.2c-7.9-15.8-1.5-35 14.3-42.9s35-1.5 42.9 14.3l4.1 8.2c6.8 13.6 20.6 22.1 35.8 22.1H184c39.8 0 72-32.2 72-72s-32.2-72-72-72H32c-9.5 0-18.5-4.2-24.6-11.5s-8.6-16.9-6.9-26.2l32-176z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Information integration<\/strong>: software and platforms combine data collected using different tools;<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\"><path d=\"M232.4 84.7c11.4-13.5 9.7-33.7-3.8-45.1s-33.7-9.7-45.1 3.8L38.6 214.7C14.7 242.9 1.1 278.4 .1 315.2c0 1.4-.1 2.9-.1 4.3c0 .2 0 .3 0 .5c0 88.4 71.6 160 160 160s160-71.6 160-160c0-85.5-67.1-155.4-151.5-159.8l63.9-75.6zM256 320A96 96 0 1 1 64 320a96 96 0 1 1 192 0z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Development of innovative solutions<\/strong>: research can enable new applications in the environmental and maritime sectors.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-3df29af elementor-widget elementor-widget-text-editor\" data-id=\"3df29af\" 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>These benefits depend on the technical characteristics of the solutions adopted and the quality of the monitoring methods used.<\/p><p>Technological progress must therefore go hand in hand with careful scientific assessment and collaboration between companies, universities, public authorities and research centres.<\/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-4377602 elementor-widget elementor-widget-heading\" data-id=\"4377602\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The future of marine environmental monitoring: innovation and sustainability<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d81522e elementor-widget elementor-widget-text-editor\" data-id=\"d81522e\" 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 future of <strong>marine environmental monitoring <\/strong>will increasingly involve integrating observation systems, automation and intelligent data analysis.<\/p><p>Drones, connected sensors, satellites and software platforms can help create systems that provide a more complete picture of ecosystem conditions.<\/p><p>Key challenges include measurement reliability, interoperability between different technologies, information management and the economic sustainability of solutions.<\/p><p>Turning the data collected into actionable information is crucial for supporting scientific research and planning environmental protection strategies.<\/p><p>In this context, software development <strong>expertise for environmental technologies <\/strong>is becoming increasingly important.<\/p><p>Digital innovation can help protect the sea and support development models that place greater emphasis on ecological balance.<\/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-a14eb2a elementor-widget elementor-widget-heading\" data-id=\"a14eb2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Frequently asked questions about marine environmental monitoring<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e8503f elementor-widget elementor-widget-heading\" data-id=\"8e8503f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What is marine environmental monitoring?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c75be7 elementor-widget elementor-widget-text-editor\" data-id=\"6c75be7\" 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>Marine <strong>environmental monitoring <\/strong>involves collecting and analysing data to assess the condition of seas and coastal ecosystems. It may include physical and chemical measurements, biological observations and pollution surveys.<\/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-d8f7454 elementor-widget elementor-widget-heading\" data-id=\"d8f7454\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How are drones used to monitor the sea?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebef7fe elementor-widget elementor-widget-text-editor\" data-id=\"ebef7fe\" 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>Drones <strong>used for environmental <\/strong>monitoring capture aerial images that can be analysed to detect floating waste, observe coastal areas and document environmental changes. Results depend on the drone\u2019s capabilities and operating conditions.<\/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-7fb80b5 elementor-widget elementor-widget-heading\" data-id=\"7fb80b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What data do marine environmental sensors collect?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7dff2e8 elementor-widget elementor-widget-text-editor\" data-id=\"7dff2e8\" 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>Marine <strong>environmental <\/strong>sensors can measure parameters such as temperature, salinity, dissolved oxygen, pH and turbidity. These readings are used to study water conditions and identify potential environmental changes.<\/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-3ded25a elementor-widget elementor-widget-heading\" data-id=\"3ded25a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Can artificial intelligence detect litter at sea?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3e7b82 elementor-widget elementor-widget-text-editor\" data-id=\"d3e7b82\" 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>Yes. Artificial <strong>intelligence algorithms <\/strong>can be trained to analyse images and identify certain categories of visible litter. However, performance depends on image quality, training data and model validation.<\/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-2d203ff elementor-widget elementor-widget-heading\" data-id=\"2d203ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What role does the blue economy play in marine protection?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5294db4 elementor-widget elementor-widget-text-editor\" data-id=\"5294db4\" 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>blue economy <\/strong>supports the development of economic activities connected to the sea. Monitoring technologies can enable more informed resource management by supporting research, pollution prevention and ecosystem sustainability.<\/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-e3dea1a elementor-widget elementor-widget-image\" data-id=\"e3dea1a\" 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\t<a href=\"#contact-form\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1400\" height=\"760\" src=\"https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/ippo-engineering-research-development-partnership-contact-cta-EN.jpg.jpg\" class=\"attachment-full size-full wp-image-5122\" alt=\"\" srcset=\"https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/ippo-engineering-research-development-partnership-contact-cta-EN.jpg.jpg 1400w, https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/ippo-engineering-research-development-partnership-contact-cta-EN.jpg-300x163.jpg 300w, https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/ippo-engineering-research-development-partnership-contact-cta-EN.jpg-1024x556.jpg 1024w, https:\/\/media.ippo-engineering.eu\/ippo-engineering.eu\/wp-content\/uploads\/2026\/10\/ippo-engineering-research-development-partnership-contact-cta-EN.jpg-768x417.jpg 768w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-c9e76e8 elementor-widget elementor-widget-heading\" data-id=\"c9e76e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">IPPO Engineering: digital technologies for a sustainable future<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2339753 elementor-widget elementor-widget-text-editor\" data-id=\"2339753\" 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>Marine <strong>environmental monitoring <\/strong>shows how technological innovation can create new opportunities to understand and address environmental challenges.<\/p><p>IPPO Engineering is a software development company that has been active since 2004, developing digital technologies and participating in research and development projects <strong>in the fields <\/strong>of the <strong>green economy, <\/strong>blue economy, renewable energy and energy efficiency.<\/p><p>Through its technological expertise, the company contributes to initiatives focused on innovation and environmental sustainability.<\/p><p><strong>Would you like to learn more about IPPO Engineering\u2019s activities or propose a research and development partnership?<\/strong><\/p><p>Explore the company\u2019s expertise and contact the team to discuss new project opportunities.<\/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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The sea is essential to the balance of our planet, yet it is increasingly affected by pollution, waste accumulation and changes to marine ecosystems. How can we detect these issues and act before they cause irreversible damage? One answer lies in marine environmental monitoring, which uses technology to observe, measure and analyse conditions in aquatic [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":5093,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-5091","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-categorizzato"],"_links":{"self":[{"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/posts\/5091","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/comments?post=5091"}],"version-history":[{"count":28,"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/posts\/5091\/revisions"}],"predecessor-version":[{"id":5129,"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/posts\/5091\/revisions\/5129"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/media\/5093"}],"wp:attachment":[{"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/media?parent=5091"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/categories?post=5091"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ippo-engineering.eu\/en\/wp-json\/wp\/v2\/tags?post=5091"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}