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PanisMarijke authored Aug 23, 2024
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Impact Based Forecasting (IBF) is a process of collecting and integrating data to predict the impact of impending disasters on local communities. ​It enables anticipatory actions to mitigate the risks posed by climate-induced extreme weather.

See more about Anticipatory Action on **[our website](https://510.global/anticipatory-action/)**, including the latest blog posts and case-studies.

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### Data Services

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<div class="grid cards" markdown>

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Data-Driven Risk Assessment__](risk_assessment.md)

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Everything about risk assessment to identify prioritized hazards for Early Action Protocol (EAP) development.

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Forecast Skill Assessment__](forecast_skill_assessment.md)

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Everything about the forecast skill assessment services to assess the accuracy and reliability of available forecasts over different lead times.

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Trigger design__](trigger_design.md)

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Everything about our support to design triggers for EAPs based on data analysis of available forecasts, informed by the forecast skill assessment.

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Hazard exposure and vulnerability assessment__](trigger_design.md)

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Everything about our assistance to predict potential impacts more accurately based on hazard, exposure and vulnerability data.

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Expert consultation during EAP activation__](trigger_design.md)

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Everything about our expert consultation to support effective EAP implementation for National Societies and other stakeholders

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Early Action Protocol (EAP) development__](trigger_design.md)

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Everything about the design and development of data-driven EAPs grounded in robust risk assessments

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Scenario Planning and Simulation__](trigger_design.md)

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Everything about the Development of simulation tools for stakeholders to model the EAP.

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Predictive Analytics and Modeling__](trigger_design.md)

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Everything about our expert consultation to support effective EAP implementation for National Societies and other stakeholders

- :fontawesome-solid-sun-plant-wilt:{ .lg .middle } [__Trigger Monitoring and Early Warning Systems__](trigger_design.md)

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Everything about our expert consultation to support effective EAP implementation for National Societies and other stakeholders

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