deep learning and artificial intelligence for global tropical storm forecasting
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…
“The No. 1 killer in all of these storms is water” Deanne Criswell, Federal Emergency Management Agency’s administrator The 2023 Atlantic Hurricane Season was devastating, with peak winds of 145 knots (166.86 mph), based on NOAA’s HURDAT2 data. The analysis utilizes the Saffir-Simpson scale to categorize storms, with Category 5 hurricanes like Lee representing 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…
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,…
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…
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…
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…
Hurricane Fiona Slams: Devastation Increases Hurricane Fiona has shifted its course to Turks and Caicos islands after devastating Puerto Rico and the Dominican Republic. Records highlight that there was a downpour of approximately 30 inches in Puerto Rico, courtesy of Fiona. It began as a Category 2 storm followed by torrid rainfall and turbulent winds…
Edge AI requires that the artificial intelligence calculates their responses either on your device or near the edge. Our recent developments have successfully engineered technology that achieves this goal while also alleviating environmental and safety concerns. After half a year of benchmarking, performance tuning, and monitoring, there is enough data to draw conclusions and publish…
Overview of the 2024 Hurricane Season As the 2024 Atlantic hurricane season approaches its conclusion, it is essential to assess the predictions made at the beginning of the season against the actual outcomes. The National Oceanic and Atmospheric Administration (NOAA) forecasted an above-normal season with an 85% probability, anticipating between 17 to 25 named storms,…