deep learning and artificial intelligence for global tropical storm forecasting
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…
Visualising the intensity and progression of hurricanes on digital platforms has seen an impressive upgrade. A diligent researcher has created a set of distinctive icons that represent the categories of the Saffir-Simpson Hurricane Wind Scale. They are hosted on a GitHub repository called hurricane-net and can be found here. These icons, interestingly, are not just…
“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…
Introduction Simulations of emergency scenarios due to powerful artificial intelligence like AGI (Artificial General Intelligence) describe increased cyberattacks that elevate the risk of cloud data infrastructure. Our experimental specialty consists of deep learning models that forecast extreme weather events such as hurricanes so offline media like M-Disc stores our data as part of our disaster…
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…
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…
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…
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…
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…