Advanced Flood Hub: Enhancing Aid and Government Response

Floods keep wreaking havoc on communities around the globe, pushing the need for better flood forecasting. That's where AI comes in, and Google Research has been all over it, using AI models and satellite imagery to make flood predictions faster and more reliable. They're also teaming up with partners to help out folks in vulnerable spots worldwide.
We've just launched some cool new features on Flood Hub that let experts get a better handle on flood risks in specific areas. With the new inundation history maps, you can check out high-res flood risk zones on the map, even when there's no current flood happening. This is super handy for planning ahead or when real-time flood maps aren't available. Head over to the Flood Hub Help Center for more details on these maps and other stuff.
Flood Hub inundation history map layer around Nigeria
With the basin view per gauge, Flood Hub helps flood experts pinpoint the best spots for tracking, like villages, hospitals, or shelters, right on the map.
Flood Hub with selected gauge and its basin
The latest Flood Hub updates bring even more to the table for flood experts at aid groups, governments, and research teams. There's a new layers panel where you can toggle different map layers on and off, making it easier to understand each one. Plus, an improved gauge panel and an updated Help Center give you the lowdown on all the Flood Hub's features and flood models.
How these new tools support field work
Our flood forecasting tools, like Flood Hub, Floods API, and the historical dataset, are here to help aid organizations, governments, and researchers with detailed, long-range flood info. We're working with these groups because they've got systems in place to give early warnings and start relief efforts early. In 2024, we saw this in action through our partnerships with Give Directly and the International Rescue Committee in Nigeria and Bangladesh. These collaborations let aid groups use our tech to respond better and help communities get ready for future floods.
Support for AI-powered flood relief in Nigeria
We've talked before about how international partnerships are using AI to get ready for floods. In June 2024, Google.org funded Give Directly and the International Rescue Committee to provide cash support to 7,500 people in Nigeria.
GiveDirectly worked in Kogi state along the Niger river, and IRC was active on the Benue river in eastern Nigeria. GiveDirectly used the Google Flood API with their anticipatory action systems to get village-specific alerts and start cash transfers.
Federico Barreras, a humanitarian manager at GiveDirectly, explains, “With Google's historical data, we figured out which areas were most at risk of flooding. Using the Google Flood API, we knew when floods were about to hit our target areas, so we could deliver cash assistance before the peak to those who needed it most.”
This was the first time AI-powered cash relief was used in Africa, getting aid to communities 5-7 days before the flood peak in Nigeria during September - October 2024. The idea is to give families the cash they need to buy food and protect their stuff before disaster strikes. Studies show that knowing about a disaster ahead of time not only helps you prepare better but also cuts down on the costs of dealing with it.
Besides using the Google Flood API to trigger cash relief for 3,000 households in Adamawa State, the IRC is applying this approach in other places, like Northern Kenya. Miles Murray, the IRC's Anticipatory Action Specialist, says, “We're using this automated flood Anticipatory Action method in other areas too, like Northern Kenya, where there was no flood forecast data before, but now AI gives us dozens of reporting points, helping more families get AI-powered cash relief.”
Cash transfers support for affected families in Bangladesh
In Bangladesh, where the Jamuna River basin faces devastating floods every year, GiveDirectly used Google’s Flood Hub to roll out AI-driven anticipatory action. Before the flood season hit in July this year, families in high-risk areas got cash transfers, letting them buy essentials and protect their property. This showed how AI can boost flood forecasting and directly help affected communities. Abir Chowdhury, Bangladesh interim country director at GiveDirectly, says, “In Bangladesh, we usually set anticipatory action triggers at the district level, which covers big areas. But with Google’s AI-powered forecasts, we tried a more targeted approach — sending anticipatory cash to villages to reach the most at-risk communities before floods hit.”
Looking ahead
As we keep expanding Flood Hub's reach and improving its features, we're all in on creating new tools to boost flood preparedness, response, and recovery around the world. Our aim is to help international organizations act fast and make local communities stronger against climate crises.
Government agencies, NGOs, and researchers can access a free, shareable map of all river gauge data — past and forecasted — updated daily. Check out our Flood Forecasting research site to use Flood Hub or learn more.
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Comments (44)
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AI flood forecasting sounds cool, but can it keep up with climate change's wild curveballs? 🌊 Google’s on it, but I’m curious how it’ll handle freak storms.
AI flood prediction sounds cool, but can it really keep up with nature’s chaos? Google’s onto something big here! 🌊
This flood prediction tech sounds like a game-changer! Using AI and satellites to save lives is wild. Wonder how fast they can roll this out globally? 🌍
Advanced Flood Hub ist ein Spielchanger für die Katastrophenhilfe. Die AI-Modelle sind punktgenau und machen Vorhersagen, die Leben retten. Mein einziges Manko ist, dass die Benutzeroberfläche benutzerfreundlicher sein könnte. Trotzdem ist es ein Muss für Notdienste! 🌊

Floods keep wreaking havoc on communities around the globe, pushing the need for better flood forecasting. That's where AI comes in, and Google Research has been all over it, using AI models and satellite imagery to make flood predictions faster and more reliable. They're also teaming up with partners to help out folks in vulnerable spots worldwide.
We've just launched some cool new features on Flood Hub that let experts get a better handle on flood risks in specific areas. With the new inundation history maps, you can check out high-res flood risk zones on the map, even when there's no current flood happening. This is super handy for planning ahead or when real-time flood maps aren't available. Head over to the Flood Hub Help Center for more details on these maps and other stuff.
How these new tools support field work
Our flood forecasting tools, like Flood Hub, Floods API, and the historical dataset, are here to help aid organizations, governments, and researchers with detailed, long-range flood info. We're working with these groups because they've got systems in place to give early warnings and start relief efforts early. In 2024, we saw this in action through our partnerships with Give Directly and the International Rescue Committee in Nigeria and Bangladesh. These collaborations let aid groups use our tech to respond better and help communities get ready for future floods.
Support for AI-powered flood relief in Nigeria
We've talked before about how international partnerships are using AI to get ready for floods. In June 2024, Google.org funded Give Directly and the International Rescue Committee to provide cash support to 7,500 people in Nigeria.
GiveDirectly worked in Kogi state along the Niger river, and IRC was active on the Benue river in eastern Nigeria. GiveDirectly used the Google Flood API with their anticipatory action systems to get village-specific alerts and start cash transfers.
Federico Barreras, a humanitarian manager at GiveDirectly, explains, “With Google's historical data, we figured out which areas were most at risk of flooding. Using the Google Flood API, we knew when floods were about to hit our target areas, so we could deliver cash assistance before the peak to those who needed it most.”
This was the first time AI-powered cash relief was used in Africa, getting aid to communities 5-7 days before the flood peak in Nigeria during September - October 2024. The idea is to give families the cash they need to buy food and protect their stuff before disaster strikes. Studies show that knowing about a disaster ahead of time not only helps you prepare better but also cuts down on the costs of dealing with it.
Besides using the Google Flood API to trigger cash relief for 3,000 households in Adamawa State, the IRC is applying this approach in other places, like Northern Kenya. Miles Murray, the IRC's Anticipatory Action Specialist, says, “We're using this automated flood Anticipatory Action method in other areas too, like Northern Kenya, where there was no flood forecast data before, but now AI gives us dozens of reporting points, helping more families get AI-powered cash relief.”
Cash transfers support for affected families in Bangladesh
In Bangladesh, where the Jamuna River basin faces devastating floods every year, GiveDirectly used Google’s Flood Hub to roll out AI-driven anticipatory action. Before the flood season hit in July this year, families in high-risk areas got cash transfers, letting them buy essentials and protect their property. This showed how AI can boost flood forecasting and directly help affected communities. Abir Chowdhury, Bangladesh interim country director at GiveDirectly, says, “In Bangladesh, we usually set anticipatory action triggers at the district level, which covers big areas. But with Google’s AI-powered forecasts, we tried a more targeted approach — sending anticipatory cash to villages to reach the most at-risk communities before floods hit.”
Looking ahead
As we keep expanding Flood Hub's reach and improving its features, we're all in on creating new tools to boost flood preparedness, response, and recovery around the world. Our aim is to help international organizations act fast and make local communities stronger against climate crises.
Government agencies, NGOs, and researchers can access a free, shareable map of all river gauge data — past and forecasted — updated daily. Check out our Flood Forecasting research site to use Flood Hub or learn more.
WordPress.com now allows AI agents to write and publish posts, plus more
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Barry Diller: Trust in Sam Altman irrelevant as AGI nears
Barry Diller, the billionaire media titan, does not believe OpenAI CEO Sam Altman is untrustworthy, despite recent reports suggesting otherwise. Speaking at the Wall Street Journal's "Future of Everything" conference this week, Diller defended Altman
AI flood forecasting sounds cool, but can it keep up with climate change's wild curveballs? 🌊 Google’s on it, but I’m curious how it’ll handle freak storms.
AI flood prediction sounds cool, but can it really keep up with nature’s chaos? Google’s onto something big here! 🌊
This flood prediction tech sounds like a game-changer! Using AI and satellites to save lives is wild. Wonder how fast they can roll this out globally? 🌍
Advanced Flood Hub ist ein Spielchanger für die Katastrophenhilfe. Die AI-Modelle sind punktgenau und machen Vorhersagen, die Leben retten. Mein einziges Manko ist, dass die Benutzeroberfläche benutzerfreundlicher sein könnte. Trotzdem ist es ein Muss für Notdienste! 🌊





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