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Kerala, the south-west coastal state of India, was ravaged by a series of floods during the South-West Monsoon of 2018. The season was marked by severely anomalous rainfall trends, with upto 150 mm of departures from the mean daily…

Atmospheric and Oceanic Physics · Physics 2021-08-06 Kiran S. R

Tropical regions may experience periodic extreme precipitation and suffer from associated periodic deluges in a warmer climate. Recent studies conducted small-domain (around 100 km x 100 km) atmospheric model simulations and found that…

Atmospheric and Oceanic Physics · Physics 2025-11-26 Heng Quan , Yi Zhang , Guy Dagan , Stephan Fueglistaler

This paper presents flood prediction models for the state of Kerala in India by analyzing the monthly rainfall data and applying machine learning algorithms including Logistic Regression, K-Nearest Neighbors, Decision Trees, Random Forests,…

Machine Learning · Computer Science 2022-01-14 Sai Prasanth Kadiyala , Wai Lok Woo

Rainfall in Kerala State, the southern part of Indian Peninsula in particular is caused by the two monsoons and the two cyclones every year. In general, climate and rainfall are highly nonlinear phenomena in nature giving rise to what is…

Neural and Evolutionary Computing · Computer Science 2007-05-23 Ninan Sajeeth Philip , K. Babu Joseph

Poleward water vapor transport in the midlatitudes mainly occurs in meandering filaments of intense water vapor transport, spanning thousands of kilometers long and hundreds of kilometers wide and drifting eastward. The water vapor…

Atmospheric and Oceanic Physics · Physics 2024-04-02 Hing Ong , Da Yang

Extreme near-surface moist heat and severe convective storms are among the leading causes of weather-related damages worldwide. Here, we show that episodes of extreme moist heat and severe convection frequently co-occur across midlatitude…

Atmospheric and Oceanic Physics · Physics 2026-01-05 Funing Li , Talia Tamarin-Brodsky

Extratropical extreme precipitation events are usually associated with large-scale flow disturbances, strong ascent and large latent heat release. The causal relationships between these factors are often not obvious, however, and the roles…

Atmospheric and Oceanic Physics · Physics 2016-11-23 Ji Nie , Daniel A. Shaevitz , Adam H. Sobel

A red rain phenomenon occurred in Kerala, India starting from 25th July 2001, in which the rainwater appeared coloured in various localized places that are spread over a few hundred kilometers in Kerala. Maximum cases were reported during…

Astrophysics · Physics 2009-11-11 Godfrey Louis , A. Santhosh Kumar

Cyclone Amphan, a super cyclone in the Bay of Bengal after 21 years, intensified from a cyclonic storm (CAT 1) to a super cyclone (CAT 5) in less than 36 hours. It went on to make landfall over West Bengal as a Very Severe Cyclonic Storm…

Atmospheric and Oceanic Physics · Physics 2020-11-20 Sridhar Balasubramanian , Vamsi K Chalamalla

One the major factors determining the development and evolution of atmospheric convection is the sea surface temperature and its variability. Results of this thesis show that state of atmospheric convection impacts the diurnal distribution…

Atmospheric and Oceanic Physics · Physics 2016-03-04 Dariusz B. Baranowski

In this paper we discuss and address the challenges of predicting extreme atmospheric events like intense rainfall, hail, and strong winds. These events can cause significant damage and have become more frequent due to climate change.…

Atmospheric and Oceanic Physics · Physics 2023-10-06 Mikhail Mozikov , Ilya Makarov , Alexandr Bulkin , Daria Taniushkina , Roland Grinis , Yury Maximov

Devastating floods in northeast Pakistan and northern India occurred in July 2010 and September 2014 as a consequence of extreme precipitation events. The 2010 and 2014 flood events had similar synoptic flow patterns that led to an…

Atmospheric and Oceanic Physics · Physics 2016-03-07 Daniel A. Shaevitz , Ji Nie , Adam H. Sobel

Convectively Coupled Equatorial Waves (CCEWs) dominate atmospheric variability on timescales of 2--30 days in the Tropics, bringing episodes of widespread heavy precipitation. This study compares the representation of CCEWs and their…

Atmospheric and Oceanic Physics · Physics 2026-03-20 E. McKinnon-Gray , D. Shipley , J. Methven , T. H. A. Frame , C. Sanchez , A. McCabe , N. M. Roberts

This paper addresses the challenges of an early flood warning caused by complex convective systems (CSs), by using Low-Earth Orbit and Geostationary satellite data. We focus on a sequence of extreme events that took place in central Vietnam…

Image and Video Processing · Electrical Eng. & Systems 2024-09-09 Tran-Vu La , Thanh Huy Nguyen , Patrick Matgen , Marco Chini

Extreme rainfall in the Indian summer monsoon can be destructive and deadly. Although El Ni\~no/ events in the equatorial Pacific make dry days and whole summers more likely throughout India, their influence on daily extremes is not well…

Atmospheric and Oceanic Physics · Physics 2024-04-22 Spencer A Hill , Destiny Zamir Meyers , Adam H Sobel , Michela Biasutti , Mark A Cane , Michael K Tippett , Fiaz Ahmed

Red coloured rain occurred in many places of Kerala in India during July to September 2001 due to the mixing of huge quantity of microscopic red cells in the rainwater. Considering its correlation with a meteor airbust event, this…

Astrophysics · Physics 2007-05-23 Godfrey Louis , A. Santhosh Kumar

A new modelling approach shows how the Earth's hidden vibrations may drive global weather dynamics and atmospheric pressure variations, hinting that the planet's own beat could be imprinted on our climate. The atmospheric rotational…

Atmospheric and Oceanic Physics · Physics 2026-01-01 Alessio Kandiah , Alexander B. Movchan , Vladimir Frid

Moist heatwaves and convective storms frequently co-occur, posing compound risks. Although historically concentrated in the tropics, these moist weather extremes are projected to intensify substantially towards the midlatitudes, with…

Atmospheric and Oceanic Physics · Physics 2026-04-07 Funing Li , Talia Tamarin-Brodsky

Rainfall in coastal areas of the tropics is often shaped by the presence of circulations directly associated with the topography, such as land-sea and/or mountain-valley breezes. In many regions the coastally-affected rainfall consitutes…

Atmospheric and Oceanic Physics · Physics 2016-05-09 Martin Bergemann , Christian Jakob , Todd P. Lane

The Indian Summer Monsoon (ISM) and the West African Monsoon (WAM) are dominant drivers of boreal summer precipitation variability in tropical and subtropical regions. Although the regional precipitation dynamics in these two regions have…

Atmospheric and Oceanic Physics · Physics 2024-05-15 Felix Strnad , Kieran M. R. Hunt , Niklas Boers , Bedartha Goswami
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