{"id":56,"date":"2026-01-29T03:59:11","date_gmt":"2026-01-29T03:59:11","guid":{"rendered":"https:\/\/www.itu.int\/ew4all\/?page_id=56"},"modified":"2026-07-07T06:23:57","modified_gmt":"2026-07-07T06:23:57","slug":"solutions-catalogue","status":"publish","type":"page","link":"https:\/\/www.itu.int\/ew4all\/","title":{"rendered":"Solutions Catalogue"},"content":{"rendered":"\n\n<div class=\"ituContainer\"><!-- Simple intro under title banner -->\r\n<section class=\"catalogue-intro\">\r\n<p>This catalogue showcases AI-enabled solutions that support the UN Secretary-General&#8217;s <a href=\"https:\/\/earlywarningsforall.org\/site\/early-warnings-all\">Early Warnings for All<\/a> (EW4All) Pillars across hazards and regions. It helps to connect AI innovators with governments, practitioners, and partners looking for implementable tools and services. Use the filters and search below to explore solutions by Pillar, innovation type, technical readiness, application context, hazard, and keywords.<\/p>\r\n<\/section>\r\n<div style=\"margin: 18px 0; padding: 16px; border: 1px solid #ddd; border-radius: 10px;\">\r\n<div style=\"font-family: 'Montserrat',sans-serif; font-weight: bold; margin: 0 0 10px 0;\">Filter Solutions<\/div>\r\n<div class=\"ew4all-solutions-filters-grid\">\r\n<div class=\"ew4all-solutions-filter-item\">\r\n<div class=\"ew4all-filter-label\">Pillar<\/div>\r\n<div class=\"ew4all-dd\"><button class=\"ew4all-dd-btn\" type=\"button\">Pillar \u25be<\/button>\r\n<div class=\"ew4all-dd-panel\"><div class=\"facetwp-facet facetwp-facet-pillar facetwp-type-checkboxes\" data-name=\"pillar\" data-type=\"checkboxes\"><\/div><\/div>\r\n<\/div>\r\n<\/div>\r\n<div class=\"ew4all-solutions-filter-item\">\r\n<div class=\"ew4all-filter-label\">Innovation Type<\/div>\r\n<div class=\"ew4all-dd\"><button class=\"ew4all-dd-btn\" type=\"button\">Innovation Type \u25be<\/button>\r\n<div class=\"ew4all-dd-panel\"><div class=\"facetwp-facet facetwp-facet-innovation_type facetwp-type-checkboxes\" data-name=\"innovation_type\" data-type=\"checkboxes\"><\/div><\/div>\r\n<\/div>\r\n<\/div>\r\n<div class=\"ew4all-solutions-filter-item\">\r\n<div class=\"ew4all-filter-label ew4all-filter-label-with-help\">Technical Readiness<span class=\"ew4all-help-tooltip\" tabindex=\"0\" aria-label=\"Technical readiness explanation\">?<\/span> <span class=\"ew4all-tooltip-text\" role=\"tooltip\"> Technical Readiness Level (TRL) describes how mature a solution is, from concept or research stage through piloted, operational, and scaled deployment. <\/span><\/div>\r\n<div class=\"ew4all-dd\"><button class=\"ew4all-dd-btn\" type=\"button\">Technical Readiness Level (TRL) \u25be<\/button>\r\n<div class=\"ew4all-dd-panel\"><div class=\"facetwp-facet facetwp-facet-trl facetwp-type-radio\" data-name=\"trl\" data-type=\"radio\"><\/div><\/div>\r\n<\/div>\r\n<\/div>\r\n<div class=\"ew4all-solutions-filter-item\">\r\n<div class=\"ew4all-filter-label\">Application Context<\/div>\r\n<div class=\"ew4all-dd\"><button class=\"ew4all-dd-btn\" type=\"button\">Application Context \u25be<\/button>\r\n<div class=\"ew4all-dd-panel\"><div class=\"facetwp-facet facetwp-facet-context facetwp-type-checkboxes\" data-name=\"context\" data-type=\"checkboxes\"><\/div><\/div>\r\n<\/div>\r\n<\/div>\r\n<div class=\"ew4all-solutions-filter-item\">\r\n<div class=\"ew4all-filter-label\">Hazard<\/div>\r\n<div class=\"ew4all-dd\"><button class=\"ew4all-dd-btn\" type=\"button\">Hazard \u25be<\/button>\r\n<div class=\"ew4all-dd-panel\"><div class=\"facetwp-facet facetwp-facet-hazard facetwp-type-checkboxes\" data-name=\"hazard\" data-type=\"checkboxes\"><\/div><\/div>\r\n<\/div>\r\n<\/div>\r\n<div class=\"ew4all-solutions-filter-item\">\r\n<div class=\"ew4all-filter-label\">Search<\/div>\r\n<div class=\"facetwp-facet facetwp-facet-search facetwp-type-search\" data-name=\"search\" data-type=\"search\"><\/div><\/div>\r\n<\/div>\r\n<div style=\"margin-top: 10px;\"><div class=\"facetwp-selections\"><\/div> <span style=\"margin-left: 12px;\"><\/span><\/div>\r\n<\/div>\r\n<div style=\"margin-top: 18px;\"><div class=\"facetwp-template\" data-name=\"solutions\">\n\n\n  <div style=\"margin:8px 0 16px 0;display:flex;justify-content:flex-end;\">\n      <\/div>\n\n\n  <div class=\"ew4all-solutions-grid\" style=\"display:grid;grid-template-columns:repeat(3, 1fr);gap:24px;align-items:stretch;\">\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/06\/20-AI-Enhanced-Financial-Tracking-for-Early-Warning-Systems-1024x574.jpeg\"\n\t\t\t  alt=\"ARIA-Lex: Early Action Message library\"\n\t\t\t  title=\"A sector-specific, severity-tiered early action messages for national authorities, UN agencies, and EWS implementers. Grounded in IFRC, WHO, WMO, FAO\/WFP, UNICEF, OCHA, ITU, and UNDRR frameworks.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"ARIA-Lex: Early Action Message library\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  ARIA-Lex: Early Action Message library\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Publication<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Piloted (TRL 4\u20137)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Cold Wave, Cyclone, Disease Outbreak, Flood, Heatwave, Tsunami, Wildfire<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  A sector-specific, severity-tiered early action messages for national authorities, UN agencies, and EWS implementers. Grounded in IFRC, WHO, WMO, FAO\/WFP, UNICEF, OCHA, ITU, and UNDRR frameworks.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 3 ensures warning dissemination and communication: public alerting, CAP-based messaging, telecom\/broadcast channels, last-mile delivery, multilingual and accessible communications, and feedback on reach and comprehension.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#f5a600;color:#111111;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Dissemination &amp; communication      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 4 focuses on preparedness and response capabilities: turning warnings into action through planning, SOPs, drills, coordination, resource staging, response logistics, and post-event learning.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#4caf50;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Preparedness &amp; response      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/aria-lex-early-action-message-library\/\" title=\"Learn more about: ARIA-Lex: Early Action Message library\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/01\/19-AI-Powered-Extreme-Weather-Advisor-in-Bangladesh-1024x681.jpeg\"\n\t\t\t  alt=\"Open-source, locally-hosted, fully customizable, contextual warning generator.\"\n\t\t\t  title=\"A free and open tool that helps emergency authorities query their own GIS data within an impact polygon, then generate sector-specific, library-grounded text for Common Alerting Protocol warnings.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"Open-source, locally-hosted, fully customizable, contextual warning generator.\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  Open-source, locally-hosted, fully customizable, contextual warning generator.\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Tool<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Piloted (TRL 4\u20137)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Cold Wave, Cyclone, Disease Outbreak, Earthquake, Flood, Heatwave, Tsunami, Wildfire<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  A free and open tool that helps emergency authorities query their own GIS data within an impact polygon, then generate sector-specific, library-grounded text for Common Alerting Protocol warnings.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 1 focuses on building and maintaining disaster risk knowledge: hazard, exposure, and vulnerability data; risk maps and profiles; historical impacts; and trusted, actionable risk intelligence for decision-makers.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#00b5d9;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Disaster risk knowledge      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 3 ensures warning dissemination and communication: public alerting, CAP-based messaging, telecom\/broadcast channels, last-mile delivery, multilingual and accessible communications, and feedback on reach and comprehension.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#f5a600;color:#111111;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Dissemination &amp; communication      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 4 focuses on preparedness and response capabilities: turning warnings into action through planning, SOPs, drills, coordination, resource staging, response logistics, and post-event learning.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#4caf50;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Preparedness &amp; response      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/open-source-locally-hosted-fully-customizable-contextual-warning-generator\/\" title=\"Learn more about: Open-source, locally-hosted, fully customizable, contextual warning generator.\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/06\/55-Silvanet-416x1024.png\"\n\t\t\t  alt=\"Silvanet\"\n\t\t\t  title=\"Silvanet is a large-scale, distributed sensor network for ultra-early wildfire detection. The solar-powered gas sensors use embedded AI to detect wildfires within minutes.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"Silvanet\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  Silvanet\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Tool<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Operational\/Commercial (TRL 8-9)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Wildfire<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  Silvanet is a large-scale, distributed sensor network for ultra-early wildfire detection. The solar-powered gas sensors use embedded AI to detect wildfires within minutes.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 2 covers detection, observation, monitoring, analysis, and forecasting: sensor and satellite observations, data pipelines, model\/AI forecasting, nowcasting, and uncertainty estimation to trigger timely warnings.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#0050a8;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Observations &amp; forecasting      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/silvanet\/\" title=\"Learn more about: Silvanet\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/06\/54-SUNO-AI-Generated-Emergency-Communication-in-Sign-Language-for-the-Deaf-1024x577.png\"\n\t\t\t  alt=\"SUNO- AI-Generated Emergency Communication in Sign Language for the Deaf\"\n\t\t\t  title=\"Real-time emergency and public information is converted into sign language, delivering accessible updates on low-end devices in low-connectivity areas to ensure inclusive communication for the Deaf.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"SUNO- AI-Generated Emergency Communication in Sign Language for the Deaf\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  SUNO- AI-Generated Emergency Communication in Sign Language for the Deaf\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Tool<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Operational\/Commercial (TRL 8-9)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Extreme Weather<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  Real-time emergency and public information is converted into sign language, delivering accessible updates on low-end devices in low-connectivity areas to ensure inclusive communication for the Deaf.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 1 focuses on building and maintaining disaster risk knowledge: hazard, exposure, and vulnerability data; risk maps and profiles; historical impacts; and trusted, actionable risk intelligence for decision-makers.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#00b5d9;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Disaster risk knowledge      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 3 ensures warning dissemination and communication: public alerting, CAP-based messaging, telecom\/broadcast channels, last-mile delivery, multilingual and accessible communications, and feedback on reach and comprehension.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#f5a600;color:#111111;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Dissemination &amp; communication      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/suno-ai-generated-emergency-communication-in-sign-language-for-the-deaf\/\" title=\"Learn more about: SUNO- AI-Generated Emergency Communication in Sign Language for the Deaf\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/06\/53-Interactive-Sentinel-1-Flood-Modeling-Tool-1024x572.jpeg\"\n\t\t\t  alt=\"Interactive Sentinel-1 Flood Modeling Tool\"\n\t\t\t  title=\"Interactive webapp that let&#039;s you select Sentinel-1 data tiles from Microsoft Planetary Computer and run the Micorosft AI for Good flood detection model.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"Interactive Sentinel-1 Flood Modeling Tool\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  Interactive Sentinel-1 Flood Modeling Tool\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Tool<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Conceptual\/Proof of Concept (TRL 1-4)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Flood<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  Interactive webapp that let&#039;s you select Sentinel-1 data tiles from Microsoft Planetary Computer and run the Micorosft AI for Good flood detection model.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 1 focuses on building and maintaining disaster risk knowledge: hazard, exposure, and vulnerability data; risk maps and profiles; historical impacts; and trusted, actionable risk intelligence for decision-makers.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#00b5d9;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Disaster risk knowledge      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/interactive-sentinel-1-flood-modeling-tool\/\" title=\"Learn more about: Interactive Sentinel-1 Flood Modeling Tool\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/06\/52-Early-Warning-Connectivity-Map-EWCM.png\"\n\t\t\t  alt=\"Early Warning Connectivity Map (EWCM)\"\n\t\t\t  title=\"The EWCM uses AI-generated population density datasets to identify populations who cannot receive early warning messages because they live beyond the reach of fixed and mobile networks.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"Early Warning Connectivity Map (EWCM)\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  Early Warning Connectivity Map (EWCM)\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Methodology, Research, Tool<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Piloted (TRL 4\u20137)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Cyclone, Earthquake, Extreme heat, Flood, Landslide, Tsunami, Volcano, Water scarcity, Wildfire<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  The EWCM uses AI-generated population density datasets to identify populations who cannot receive early warning messages because they live beyond the reach of fixed and mobile networks.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 3 ensures warning dissemination and communication: public alerting, CAP-based messaging, telecom\/broadcast channels, last-mile delivery, multilingual and accessible communications, and feedback on reach and comprehension.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#f5a600;color:#111111;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Dissemination &amp; communication      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/early-warning-connectivity-map-ewcm\/\" title=\"Learn more about: Early Warning Connectivity Map (EWCM)\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/06\/51-Digital-and-Spatial-Technologies-for-Anticipatory-Action-DASTAA-1024x683.jpg\"\n\t\t\t  alt=\"Digital and Spatial Technologies for Anticipatory Action &#8211; DASTAA\"\n\t\t\t  title=\"DASTAA is a GeoAI-enabled platform that helps governments and humanitarian agencies assess risk, send localized early warnings, and trigger anticipatory action before disasters strike.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"Digital and Spatial Technologies for Anticipatory Action &#8211; DASTAA\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  Digital and Spatial Technologies for Anticipatory Action &#8211; DASTAA\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Methodology, Tool<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Operational\/Commercial (TRL 8-9)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Drought, Flood, Heatwaves<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  DASTAA is a GeoAI-enabled platform that helps governments and humanitarian agencies assess risk, send localized early warnings, and trigger anticipatory action before disasters strike.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 1 focuses on building and maintaining disaster risk knowledge: hazard, exposure, and vulnerability data; risk maps and profiles; historical impacts; and trusted, actionable risk intelligence for decision-makers.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#00b5d9;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Disaster risk knowledge      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 2 covers detection, observation, monitoring, analysis, and forecasting: sensor and satellite observations, data pipelines, model\/AI forecasting, nowcasting, and uncertainty estimation to trigger timely warnings.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#0050a8;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Observations &amp; forecasting      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 3 ensures warning dissemination and communication: public alerting, CAP-based messaging, telecom\/broadcast channels, last-mile delivery, multilingual and accessible communications, and feedback on reach and comprehension.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#f5a600;color:#111111;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Dissemination &amp; communication      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 4 focuses on preparedness and response capabilities: turning warnings into action through planning, SOPs, drills, coordination, resource staging, response logistics, and post-event learning.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#4caf50;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Preparedness &amp; response      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/digital-and-spatial-technologies-for-anticipatory-action-dastaa-3\/\" title=\"Learn more about: Digital and Spatial Technologies for Anticipatory Action &#8211; DASTAA\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/06\/49-AI-Powered-System-for-Translating-Early-Warning-Alerts-into-Common-Alert-Protocol-1024x585.jpeg\"\n\t\t\t  alt=\"An AI Powered System for Translating Early Warning Alerts into Common Alert Protocol Messages and Ensuring Inclusive Delivery in Indigenous Language and Local Dialect\"\n\t\t\t  title=\"Language barriers reduce EW effectiveness. Our AI system converts official alerts into CAP, translates them into local languages, and delivers clear warnings via voice or text messages.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"An AI Powered System for Translating Early Warning Alerts into Common Alert Protocol Messages and Ensuring Inclusive Delivery in Indigenous Language and Local Dialect\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  An AI Powered System for Translating Early Warning Alerts into Common Alert Protocol Messages and Ensuring Inclusive Delivery in Indigenous Language and Local Dialect\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Methodology, Tool<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Conceptual\/Proof of Concept (TRL 1-4)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Cyclone, Flood, Landslide, Storm surge, Tsunami, Volcano<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  Language barriers reduce EW effectiveness. Our AI system converts official alerts into CAP, translates them into local languages, and delivers clear warnings via voice or text messages.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 3 ensures warning dissemination and communication: public alerting, CAP-based messaging, telecom\/broadcast channels, last-mile delivery, multilingual and accessible communications, and feedback on reach and comprehension.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#f5a600;color:#111111;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Dissemination &amp; communication      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 4 focuses on preparedness and response capabilities: turning warnings into action through planning, SOPs, drills, coordination, resource staging, response logistics, and post-event learning.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#4caf50;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Preparedness &amp; response      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/an-ai-powered-system-for-translating-early-warning-alerts-into-common-alert-protocol-messages-and-ensuring-inclusive-delivery-in-indigenous-language-and-local-dialect-2\/\" title=\"Learn more about: An AI Powered System for Translating Early Warning Alerts into Common Alert Protocol Messages and Ensuring Inclusive Delivery in Indigenous Language and Local Dialect\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n          \n      <div style=\"border:1px solid #ddd;border-radius:10px;overflow:hidden;background:#fff;box-sizing:border-box;display:flex;flex-direction:column;height:100%;\">\n<div style=\"display:flex;flex-direction:column;flex:1 1 auto;\">\n\n        <!-- Image -->\n        <div style=\"height:180px;background:#f2f2f2;display:flex;align-items:center;justify-content:center;overflow:hidden;\">\n                      <img decoding=\"async\"\n\t\t\t  src=\"https:\/\/www.itu.int\/ew4all\/wp-content\/uploads\/2026\/06\/47-Google-Groundsource-1024x483.png\"\n\t\t\t  alt=\"Google Groundsource\"\n\t\t\t  title=\"An AI-powered methodology developed by Google as part of its Crisis Resilience efforts, transforms decades of public reports into high-quality historical disaster datasets. Using Gemini to analyse millions of reports, the system identified over 2.6 million historical flood events and combined them with geospatial mapping to create a global urban flash flood dataset.\"\n\t\t\t  style=\"width:100%;height:100%;object-fit:cover;display:block;\"\n\t\t\t  loading=\"lazy\"\n\t\t\t>\n\n                  <\/div>\n\n        \n\t\t\n\n\n\n\n        <!-- Title -->\n        <div style=\"padding:14px 18px 0 18px;text-align:center;\">\n          \t\t<h3 title=\"Google Groundsource\"\n\t\t\tstyle=\"margin:0;font-family:'Montserrat',sans-serif;font-size:20px;line-height:1.25;color:#111;min-height:52px;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:2;overflow:hidden;\">\n\t\t  Google Groundsource\t\t<\/h3>\n\n        <\/div>\n\n        <!-- Meta lines (icon-ish) -->\n        <div style=\"padding:14px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:12px;line-height:1.5;color:#333;\">\n          <div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25a3 Type:<\/span>\n  Methodology, Research<\/div>\n\n<div style=\"margin-bottom:6px;\">\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u25b2 Readiness:<\/span>\n  Operational\/Commercial (TRL 8-9)<\/div>\n\n<div>\n  <span style=\"display:inline-block;min-width:82px;font-weight:700;color:#111;\">\u26a0 Hazard:<\/span>\n  Flood<\/div>\n        <\/div>\n\n\t  <div class=\"ew4all-solution-excerpt\"\n\t\t style=\"padding:12px 18px 0 18px;font-family:'Open Sans',sans-serif;font-size:13px;line-height:1.35;color:#333;min-height:44px;\">\n\t  An AI-powered methodology developed by Google as part of its Crisis Resilience efforts, transforms decades of public reports into high-quality historical disaster datasets. Using Gemini to analyse millions of reports, the system identified over 2.6 million historical flood events and combined them with geospatial mapping to create a global urban flash flood dataset.\t<\/div>\n\n\t\t  <\/div>\n\n\t\t<!-- Badges -->\n<div style=\"padding:14px 18px 0 18px;display:flex;justify-content:center;\">\n  <div style=\"display:flex;flex-wrap:wrap;justify-content:center;gap:8px;min-height:56px;align-content:flex-start;\">\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 1 focuses on building and maintaining disaster risk knowledge: hazard, exposure, and vulnerability data; risk maps and profiles; historical impacts; and trusted, actionable risk intelligence for decision-makers.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#00b5d9;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Disaster risk knowledge      <\/div>\n                <div\n  class=\"pillar-badge\"\n  title=\"Pillar 2 covers detection, observation, monitoring, analysis, and forecasting: sensor and satellite observations, data pipelines, model\/AI forecasting, nowcasting, and uncertainty estimation to trigger timely warnings.\"\nstyle=\"display:inline-block;padding:5px 8px;border-radius:3px;background:#0050a8;color:#ffffff;font-family:'Montserrat',sans-serif;font-size:10px;font-weight:700;line-height:1.2;white-space:normal;cursor:help;\"\n>\n        Observations &amp; forecasting      <\/div>\n      <\/div>\n<\/div>\n        <!-- CTA -->\n        <div style=\"padding:16px 18px 18px 18px;display:flex;justify-content:center;margin-top:auto;\">\n          <a class=\"ew4all-btn\" href=\"https:\/\/www.itu.int\/ew4all\/solution\/google-groundsource\/\" title=\"Learn more about: Google Groundsource\" style=\"border:2px solid #111;padding:10px 18px;border-radius:0;text-decoration:none;color:#111;font-family:'Montserrat',sans-serif;font-size:13px;font-weight:700;background:#fff;\">\n            Learn More\n          <\/a>\n        <\/div>\n      <\/div>\n\n      <\/div>\n\n  <div style=\"margin-top:24px;\">\n    <div class=\"facetwp-pager\"><\/div>  <\/div>\n<\/div><\/div>\r\n<p><script>\r\n(function () {\r\n  function closeAll(except) {\r\n    document.querySelectorAll('.ew4all-dd.is-open').forEach(function (wrap) {\r\n      if (wrap !== except) wrap.classList.remove('is-open');\r\n    });\r\n  }\r\n\r\n  document.addEventListener('click', function (e) {\r\n    var btn = e.target.closest('.ew4all-dd-btn');\r\n    if (btn) {\r\n      var wrap = btn.closest('.ew4all-dd');\r\n      wrap.classList.toggle('is-open');\r\n      closeAll(wrap);\r\n      return;\r\n    }\r\n    \/\/ click outside closes all\r\n    if (!e.target.closest('.ew4all-dd')) closeAll(null);\r\n  });\r\n\r\n  \/\/ close on Escape\r\n  document.addEventListener('keydown', function (e) {\r\n    if (e.key === 'Escape') closeAll(null);\r\n  });\r\n})();\r\n<\/script><\/p>\r\n<\/div>\r\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>This catalogue showcases AI-enabled solutions that support the UN Secretary-General&#8217;s Early Warnings for All (EW4All) Pillars across hazards and regions. It helps to connect AI innovators with governments, practitioners, and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-56","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.itu.int\/ew4all\/wp-json\/wp\/v2\/pages\/56","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.itu.int\/ew4all\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.itu.int\/ew4all\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.itu.int\/ew4all\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.itu.int\/ew4all\/wp-json\/wp\/v2\/comments?post=56"}],"version-history":[{"count":0,"href":"https:\/\/www.itu.int\/ew4all\/wp-json\/wp\/v2\/pages\/56\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.itu.int\/ew4all\/wp-json\/wp\/v2\/media?parent=56"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}