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Machine Learning (ML)-Physics Fusion Model Outperforms Both Physics-Only and ML-Only Models in Typhoon Predictions
Announce Type: replace Abstract: Data-driven machine learning (ML) models, such as FuXi, exhibit notable limitations in forecasting typhoon intensity and structure. This study presents a comprehensive evaluation of FuXi-SHTM, a hybrid ML-physics model, using all 2024 western North Pacific typhoon cases. The FuXi-SHTM hybrid demonstrates clear improvements in both track and intensity forecasts compared to the standalone SHTM, FuXi, and ECMWF HRES models.
Super Typhoon Sinlaku triggered atmospheric gravity waves visible from space
Super Typhoon Sinlaku triggered atmospheric gravity waves visible from space A record-early super typhoon sent giant atmospheric ripples into near-space, offering scientists a new clue for tracking powerful storms. - Date: - June 3, 2026 - Source: - NASA Earth Observatory - Summary: - One of the most powerful typhoons ever recorded this early in the Pacific season did more than unleash flooding and extreme winds—it sent enormous ripples all the way into the upper atmosphere.
How could El Nino reshape tropical storms around the world this year?
How could El Nino reshape tropical storms around the world this year? El Nino tends to reduce hurricanes in the Atlantic while increasing storms in the Pacific Ocean. The Atlantic hurricane season has just begun and runs from Monday to November 30 with storm activity peaking in mid-September.
Japan’s looming typhoon crisis threatens disaster defences and tourism
Japan’s looming typhoon crisis threatens disaster defences and tourism Up to 28 typhoons are predicted to affect Japan this year, with 14 likely to make landfall – close to historical extremes Japan could be heading into one of the worst typhoon seasons in its history, raising fears that stronger, more frequent storms will challenge not only the country’s disaster defences but also a summer travel industry already stretched by packed trains, hotels and itineraries. Tokyo-based Weathernews, a...
Typhoon Jangmi’s giant eye lights up the night as it approaches Japan
Typhoon Jangmi’s giant eye lights up the night as it approaches Japan - Date: - June 3, 2026 - Source: - NASA Earth Observatory - Summary: - Typhoon Jangmi powered toward southern Japan with heavy rain, strong winds, and a striking appearance from space. Nighttime satellite images revealed a large eye and intricate swirling structures within the storm.
Breaking: Tsunami threat after magnitude-7.8 earthquake in southern Philippines
Magnitude-7.8 earthquake shakes part of southern Philippines, tsunami possible for some coasts Mon 8 Jun 2026 at 10:51am A powerful magnitude-7.8 earthquake has shaken the Mindanao region in the southern Philippines, with a tsunami possible on some regional coasts. No information on damage was immediately available. The epicentre was 24.7 kilometres west-south-west of Burias, Philippines, and had a depth of 35 kilometres, the US Geological Survey said.
7.8 magnitude quake hits southern Philippines; tsunami risk for some coasts
7.8 magnitude quake hits southern Philippines; tsunami risk for some coasts MANILA, Philippines — A magnitude 7.8 earthquake shook part of the southern Philippines early Monday, and a tsunami was possible on some regional coasts. Power outages were reported and people were urged to go to higher ground. No further information on damage or casualties was immediately available.
7.8 magnitude earthquake shakes part of southern Philippines. Tsunami possible
A 7.8 magnitude earthquake rocks the southern Philippines, causing some damage and a tsunami warning MANILA, Philippines (AP) — A magnitude 7.8 earthquake shook part of the southern Philippines early Monday, causing damage in a key coastal city, knocking down power and sparking a tsunami warning on some regional coasts. People were urged to go to higher ground. There were no immediate reports of casualties, and it was not clear if people were trapped or injured in the collapse of a small...