the landing page for deep learning approaches for global tropical storm forecasting
Hurricane Ian started as a Category 3 storm and soon gained frequency to turn into a Category 4 hurricane with winds raging at 150mph, causing massive damage in Florida. The hurricane gained its strength after crossing the Gulf of Mexico and entered Florida with a speed of 130mph, turning into a Category 4 storm. Recently,…
J1.6A A Deep Recurrent Neural Network to Forecast the Intensity and Trajectory of Atlantic Tropical Storms More Wednesday, 9 January 2019: 9:45 AM North 124B (Phoenix Convention Center – West and North Buildings) Hammad Usmani, Georgia Institute of Technology, Atlanta, GA Recorded Presentation The National Hurricane Center (NHC) and National Oceanic and Atmospheric Administration (NOAA)…
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…
Recorded PresentationRecording 11B.2: A Deep Neural Network to Globally Forecast the Track and Intensity of Tropical Cyclones Boston Convention and Exhibition Center – 156A Hammad Usmani Georgia Institute of TechnologyAtlanta, GA, USA Aadil Habibi Univ. of Central FloridaOrlando, FL, USA Daanish Habibi Univ. of Central FloridaOrlando, FL, USA Tropical cyclones are the most devastating weather…
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…
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…
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…
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…
Flooding in Pakistan: Death Toll Rises Severe rainfall triggered the most devastating flood in Pakistan’s history. It swept through the villages, collapsed homes, and killed approximately 1,500 people out of which 552 were children. The loss of land and life is incomparable. Recent news declared almost 8 million people were forced to relocate for the…
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…