deep learning and artificial intelligence for global tropical storm forecasting
Waterlogging and floods are menacing nuisances in California that continue to persist. Although atmospheric rivers may appear like something out of a travelogue, they can actually do a lot of harm. Long waves that travel in the skies like rivers do on the ground arise when water dissipates into the atmosphere and is carried by…
Source Idalia, a Category 3 hurricane, made landfall with a relentless fury, submerging homes, transforming streets into rivers, and leaving a trail of destruction in its wake. As the Southeastern coastal states grappled with its aftermath, the unique path and sheer power of Hurricane Idalia challenged preconceived notions. They underscored the need for continued research…
The 2026 hurricane season forecast leverages the IBTrACS database and the new hurricane-net Python package to quantify the timing of major storms worldwide. By integrating data from the North Atlantic through the Eastern and Australian basin, we reveal a peak in Category 3+ activity. This update refines the 2025 findings with perspective. Reproducible Code Peak…
Cyclone Freddy was a very fierce, surprisingly chronic, high-octane, and lethal storm that made its way across the Southern part of the Indian Ocean for almost six weeks in March and February 2023. Satellite image of cyclone Freddy generated via Stability-AI What Determined the Intensity of Cyclone Freddy? To determine if Tropical Cyclone Freddy has…
The 2022 Atlantic hurricane season started on June 1st and ended November 30th. Fourteen storms were named, out of which 2 were major hurricanes. The NOAA forecast predicted 14 to 21 names of storms with an average speed of 39 mph or higher. Out of them, 6 to 10 were predicted to be potentially massive…
Madagascans are facing the wrath of Cheneso, which severely impacted the country and left dozens homeless and stranded in floodwaters and under collapsed bridges. Starting on the 18th of January 2023, it continued till the 29th of January when the world was looking forward to a better year; the Madagascans found themselves in a tumultuous…
We are excited to present our interactive global storm tracking map, available at https://fluids.ai/map/. This platform is built to provide real-time tracking of global storms, including Hurricane Milton, a Category 5 storm that recently made landfall as a Category 3 storm near Florida’s west coast. Using advanced satellite imagery and data feeds, users can monitor…
The original vision was formed in early 2017. Since then, fluids has excelled at the weather and atmospheric sciences including innovations in deep learning, artificial intelligence, and tropical storm forecasting.
50 Artistic Images Generated by Stable Diffusion about the Environment and Climate Change A Painting Of A Flood In The Style Of Vincent Van Gogh A Painting Of A Tornado In The Style Of Pablo Picasso A Painting Of Climate Change In The Style Of Leonardo da Vinci A Painting Of A Storm In The…
In the vanguard of meteorological innovation, ‘hurricane-tts‘ emerges as a monumental integration of advanced technologies, setting new standards in delivering critical storm alerts. At its core, the project harnesses the massively multilingual Text-to-Speech capabilities from Facebook AI Research (FAIR), transforming weather data into spoken word with unparalleled linguistic diversity. Coupled with the analytical prowess of…
