deep learning and artificial intelligence for global tropical storm forecasting
Impact of Hurricane Ian on Florida Hurricane Ian was a Category 4 Atlantic hurricane that uprooted Florida from the core with winds raging up to 150mph. This catastrophic hurricane hit Florida economically by US$28-63 billion. From electricity outages that lasted for countless hours to 126 fatalities in Florida, the aftermath of Ian is becoming more…
“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…
AI was not used to generate any content or code. Any assistance was for grammar and proofreading. While the official Atlantic hurricane season begins on June 1st and ends on November 30th, does every day have an equal chance of a severe hurricane? If not, on which days are they most active? These are questions…
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…
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…
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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…
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,…
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…