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相关论文: Spatio-temporal relationships between rainfall and…

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Summer monsoon rainfall over India depends on synoptic-scale phenomena like lows and depressions. India's summer monsoon season 2020 saw above-average rainfall. North Indian Ocean had 12 LPAs in summer 2020 in JJAS season. This monsoon…

大气与海洋物理 · 物理学 2022-10-31 Nimmakanti Mahendra , Nagaraju Chilukoti , Jasti S Chowdary , Ashok Karumuri , Manmeet Singh

Assessing the availability of rainfall water plays a crucial role in rainfed agriculture. Given the substantial proportion of agricultural practices in India being rainfed and considering the potential trends in rainfall amounts across…

应用统计 · 统计学 2025-12-17 Sayan Bhowmik , Arnab Hazra

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…

大气与海洋物理 · 物理学 2016-05-09 Martin Bergemann , Christian Jakob , Todd P. Lane

Coronal rain corresponds to cool and dense clumps in the corona accreting towards the solar surface, and is often observed above solar active regions. They are generally thought to be produced by thermal instability in the corona and their…

太阳与恒星天体物理 · 物理学 2020-04-15 Ryohtaroh T. Ishikawa , Yukio Katsukawa , Patrick Antolin , Shin Toriumi

The seasonal prediction of the Indian summer monsoon (ISM) and Monsoon Intraseasonal Oscillations (MISO), as well as the Madden Julian Oscillations (MJO) that strongly modulate MISO, is important to the country for water and crop…

大气与海洋物理 · 物理学 2024-01-15 Ushnanshu Dutta , Moumita Bhowmik , Anupam Hazra , Chein-Jung Shiu , Jen-Ping Chen

Accurate rainfall forecasting is critical because it has a great impact on people's social and economic activities. Recent trends on various literatures show that Deep Learning (Neural Network) is a promising methodology to tackle many…

机器学习 · 计算机科学 2017-11-08 Seongchan Kim , Seungkyun Hong , Minsu Joh , Sa-kwang Song

Rainfall is a natural process which is of utmost importance in various areas including water cycle, ground water recharging, disaster management and economic cycle. Accurate prediction of rainfall intensity is a challenging task and its…

机器学习 · 计算机科学 2020-10-23 Vikas Bajpai , Anukriti Bansal , Kshitiz Verma , Sanjay Agarwal

Reliable prediction of the All India Summer Monsoon Rainfall (AISMR) is pivotal for informed policymaking for the country, impacting the lives of billions of people. However, accurate simulation of AISMR has been a persistent challenge due…

Much of the Outgoing Longwave Radiation (OLR) emitted to space is best described as random variability, or the ``Earth's Infrared Background''. A rigorous characterization of this background provides an objective null hypothesis and enables…

大气与海洋物理 · 物理学 2026-04-23 Ofer Shamir , Edwin P. Gerber

Observations of soil moisture (SM) during excess and deficit monsoon seasons between 2000 to 2021 present a unique opportunity to understand the soil water dynamics (SWD) over core monsoon zone (CMZ) of India. This study aims to analyse SWD…

The interaction of aerosol-cloud-precipitation has an important impact on the global climate. The understanding of this issue is related to the uncertainty of climate change prediction. The traditional indirect effect of aerosols suggests…

大气与海洋物理 · 物理学 2019-02-05 Chongxing Fan , Maiqi Ding , Peipei Wu , Yaqi Fan

We seek statistical methods to study the occurrence of multiple rain types observed by satellite on a global scale. The main scientific interests are to relate rainfall occurrence with various atmospheric state variables and to study the…

应用统计 · 统计学 2018-01-03 Mikyoung Jun , Courtney Schumacher , R. Saravanan

Advancements in remote sensing have led to development of several satellite-derived precipitation products; however, their accuracy must be evaluated before use in scientific and operational studies. This study comprehensively assesses six…

大气与海洋物理 · 物理学 2025-09-26 Ajay Bankar , Praveenkumar Venkatesan , Rakesh V , Gaurav Chopra , R I Sujith

A litany of research has been published claiming strong solar influences on the Earth's weather and climate. Much of this work includes documented errors and false-positives, yet is still frequently used to substantiate arguments of global…

大气与海洋物理 · 物理学 2015-02-03 Benjamin A. Laken

Temperature and ozone volume mixing ratio profiles obtained from the Halogen Occultation Experiment (HALOE) aboard the Upper Atmospheric Research Satellite (UARS) over India and over the open ocean to the south during the period 1991-2001…

大气与海洋物理 · 物理学 2009-05-29 S. Fadnavis , Devendraa Siingh , G. Beig , R. P. Singh

Atmospheric flows exhibit fluctuations of all scales (space -time) ranging from turbulence (millimeters-seconds) to climate (thousands of kilometers-years). The apparently random fluctuations however exhibit long-range spatio-temporal…

chao-dyn · 物理学 2009-09-25 Suvarna Fadnavis , A. M. Selvam

The ISMR profoundly impacts over a billion people across the region. ISMR extremes have been linked to the ENSO and modulated by the Indian Ocean Dipole (IOD). ISMR of 2022 displayed intriguing spatial patterns: above-normal precipitation…

大气与海洋物理 · 物理学 2024-04-19 Supriya Ovhal , Mujumdar M , Swapna P , Sreenivas P , Sandeep N , Ravichandran M

Using the Morlet continuous wavelet transform on data over the period 1871-1990, it is found that the global wavelet cross spectra between two solar activity indices and seven major Indian monsoon rainfall time series show significant power…

地球物理 · 物理学 2007-05-23 S. Bhattacharyya , R. Narasimha

The Indian summer monsoon is a highly complex and critical weather system that directly affects the livelihoods of over a billion people across the Indian subcontinent. Accurate short-term forecasting remains a major scientific challenge…

机器学习 · 计算机科学 2025-07-22 Apoorva Narula , Aastha Jain , Jatin Batra , MN Rajeevan , Sandeep Juneja

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…

大气与海洋物理 · 物理学 2016-11-23 Ji Nie , Daniel A. Shaevitz , Adam H. Sobel