Occasions
Divisions
Performances
Occasions
Divisions
Performances
Google's effective use of AI in predicting floods a week before they occur
Google revealed that they have been utilizing AI for several months to make deductions about natural disasters. Sometimes, they have been able to accurately forecast them a week ahead of time.
Google has revealed that it has effectively utilized artificial intelligence (AI) to forecast river floods for a considerable period. In certain instances, Google managed to anticipate a region's flooding up to seven days ahead.
The results of this research, rather than just being assertions from the technology sector, have been confirmed and shared in the esteemed science publication, Nature. Given that floods are the most common natural disasters worldwide, the development of an early warning system signifies a crucial progression.
Traditionally, forecasting floods has been significantly difficult due to the lack of flow measurement devices in the majority of river networks.
Google managed to overcome this challenge by utilizing machine learning models. These models were trained on a variety of datasets, which included historical events, river height measurements, elevation data, and terrain information, among other factors.
Utilizing this vast amount of data, the firm produced tailored maps and carried out an immense number of simulations, reaching hundreds of thousands for each site. This comprehensive strategy enabled the models to precisely predict upcoming floods.
Google has successfully created extremely accurate models designed for particular areas, but their goals also include tackling the worldwide issue of predicting floods.
Even though the firm has occasionally been able to predict up to a week in advance, the typical prediction timeframe is around five days. However, Google continues to stay positive, stating that it has improved the trustworthiness of the worldwide immediate forecasts from none to five days.
Moreover, the technology has significantly improved prediction precision in less represented regions like certain parts of Africa and Asia.
This technology has far-reaching effects, with Google offering precise flood predictions for 80 nations, covering a combined population of 460 million people.
The predictions can be easily found on Google Search, Google Maps, and Android notifications. Besides, the company's specialized Flood Hub web app, launched in 2022, also provides this data.
Going forward, Google is dedicated to delving deeper into the possibilities of machine learning to enhance flood prediction models. The tech giant plans to work closely with scholars in the field to fine-tune its AI-centric methodology, with the ultimate goal of creating a fully-integrated worldwide flood prediction system.
Google's innovative use of AI in predicting floods represents not just a notable step forward in technology, but also offers hope in reducing the consequences of one of the planet's most catastrophic natural disasters.
As the firm relentlessly pursues advancement in this field, the possibilities for improved readiness and robustness against global flooding become more and more distinct.
(Incorporating information from various sources)
Search for us on YouTube
Headline News
Associated Reports
Google penalized with a €250 million fine by France | An examination of the tech behemoth's tumultuous relationship with Paris
Issues with AI hallucinations can be addressed, full-scale artificial intelligence expected in about 5 years: Statements from NVIDIA’s Jensen Huang
Apple eventually introduces MM1, its multimodal AI system for creating text and images
Google's DeepMind reveals its new AI football mentor, created in partnership with Liverpool FC
France imposes a €250 million penalty on Google | A glimpse into the tech titan's unstable journey with Paris
Solutions for AI hallucinations are achievable, comprehensive artificial intelligence predicted to be ready in approximately 5 years: Insights from NVIDIA’s Jensen Huang
Apple at last releases MM1, its multimodal AI program for generating text and images
Google's DeepMind presents its new AI soccer trainer, made in cooperation with Liverpool FC
can be found on YouTube.
Firstpost holds all rights, protected by copyright, as of 2024
+ There are no comments
Add yours