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Blog

Multi-hazard early warning systems for anticipatory action: how to make these a reality

To be effective, anticipatory action and early warning systems must capture and address the complexity – the multiple and interacting nature of hazards and risks – that communities face. This blog …

16 October 2025

Training & Educational Material

Facilitation guide impact-based forecasting (Arabic)

This facilitation guide is designed to support trainers in delivering a comprehensive learning experience on impact-based forecasting (IBF) for anticipatory action. It aims to equip participants …

05 September 2025

News

Anticipatory action and artificial intelligence: plotting a pathway forward

Artificial intelligence has great potential for strengthening anticipatory action. A recent workshop explored ways to ensure that it is used responsibly and effectively.

11 July 2025

Manual / Guideline

مستقبل التنبؤات: التنبؤات القائمة على الأثر من أجل اتخاذ إجراءات مبكرة

يحدد الدليل الخطوات اللازمة لتطوير خدمة تنبؤات قائمة على التأثيرات تمكن من اتخاذ إجراءات استباقية، وتجمع بين منهجية التمويل القائمة على التنبؤات الحالية والخبرة الفنية التي تتمتع بها وكالة الأرصاد …

25 June 2025

Briefing Sheet / Fact Sheet

Demystifying compounding and cascading hazards in anticipatory action: new approaches to mitigating food insecurity

At the 12th Global Dialogue Platform in October 2024, practitioners came together to explore new approaches that better consider compounding and cascading hazards, with a focus on mitigating adverse …

10 February 2025

Briefing Sheet / Fact Sheet

الفوائد المشتركة للتمويل القائم على التنبؤ والعمل الاستباقي

عندما تم تجريب التمويل القائم على التوقعات لأول مرة في عام 2014، كان يُنظر إليه على أنه نهج تجريبي محفوف بالمخاطر. ومنذ ذلك الحين، اكتسب هذا النظام زخما ال يصدق، ويجري الآن تنفيذه بنجاح في بلدان في …

03 September 2024

Briefing Sheet / Fact Sheet

Project Factsheet: Strengthening Inclusion in Anticipatory Action (i2A)

The i2A project seeks to enhance positive impact for vulnerable populations most at risk of disaster through addressing gaps and scaling up good practice for inclusive, people-centred anticipatory …

04 June 2024

Blog

AWARE: a digitally enabled governance platform for effective anticipatory action ahead of climate shocks

As the climate crisis worsens, at-risk countries need anticipatory action to cope with the devastating impacts. ClimBeR’s AWARE platform is helping countries including Senegal and Zambia to protect …

18 April 2024

Blog

Artificial intelligence and anticipatory action: a conversation – part 2

In the second half of this two-part blog, Karen Dall and Vitus Benson continue their conversation about the potential uses of AI for anticipatory action, and the challenges this might bring.

06 February 2024

Blog

Artificial intelligence and anticipatory action: a conversation – part 1

In part one of this two-part blog, Karen Dall and Vitus Benson discuss the use of AI in climate risk mitigation and anticipatory action, exploring what AI is and how it might be relevant for these …

29 January 2024

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