3 papers
physics.data-an2024
Untangling Climate's Complexity: Methodological Insights
Alka Yadav, Sourish Das, Anirban Chakraborti
In this article, we review the interdisciplinary techniques (borrowed from physics, mathematics, statistics, machine-learning, etc.) and methodological framework that we have used…
physics.data-an2023
Understanding the complex dynamics of climate change in south-west Australia using Machine Learning
Alka Yadav, Sourish Das, K Shuvo Bakar +1
The Standardized Precipitation Index (SPI) is used to indicate the meteorological drought situation - a negative (or positive) value of SPI would imply a dry (or wet) condition in…
stat.AP2020
Understanding North Atlantic Climate Instabilities and Complex Interactions using Data Science
Alka Yadav, Sourish Das, Anirban Chakraborti +1
The North Atlantic Oscillation (NAO) index, a measure of sea-level atmospheric pressure variability, holds significant influence over weather patterns in North America and Northern…