deep learning and artificial intelligence for global tropical storm forecasting
Prompt Used: A satellite image of the Atlantic Hurricane Caption: A Satellite Image Of Hurricane Generated Via DALL-E The 2022 hurricane season was cataclysmic and one of the most potent events to be ever recorded. The National Oceanic and Atmospheric Administration (NOAA) recorded a total of 14 storms, out of which 8 turned into…
“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…
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…
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…
There is an effort to improve women’s ability to access technological advancements, knowledge, scientific literacy, and technology-related training, as well as to uplift the stature of female researchers and technologists at the international, national, and local levels. Ensuring all women have equitable access to scientific and technical knowledge is essential. The priority should be to…
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…
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,…
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…
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…