output
20212024
most citedOn the modern deep learning approaches for precipitation downscaling

64 citations

6 papers

physics.ao-ph2024

Dynamics of Heatwave Intensification over the Indian Region

Lekshmi S, Rajib Chattopadhyay, D. S. Pai

In a warming world, heatwaves over India have become intense and are causing severe health impacts. Studies have identified the presence of amplified Rossby waves and their associa…

physics.ao-ph2023★ 1 cited

Intraseasonal Oscillation of Land Surface Moisture and its role in the maintenance of land ITCZ during the active phases of the Indian Summer Monsoon

Pratibha Gautam, Rajib Chattopadhyay, Gill Martin +2

What is the role of soil moisture in maintaining the land ITCZ during the active phase of the monsoon? This question has been addressed in this study by using ERA5 reanalysis datas…

physics.ao-ph2023

On the Relative Role of East and West Pacific Sea Surface Temperature (SST) Gradients in the Prediction Skill of Central Pacific NINO3.4 SST

Lekshmi S, Rajib Chattopadhyay, D. S. Pai +4

Dominant modes of SST in the west and east Pacific show strong but regionally different gradients caused by waves, internal dynamics, and anthropogenic warming, which drives air-se…

physics.ao-ph2022★ 64 cited

On the modern deep learning approaches for precipitation downscaling

Bipin Kumar, Kaustubh Atey, Bhupendra Bahadur Singh +5

Deep Learning (DL) based downscaling has become a popular tool in earth sciences recently. Increasingly, different DL approaches are being adopted to downscale coarser precipitatio…

physics.ao-ph2021★ 26 cited

Deep Learning Based Forecasting of Indian Summer Monsoon Rainfall

Bipin Kumar, Namit Abhishek, Rajib Chattopadhyay +7

Accurate short range weather forecasting has significant implications for various sectors. Machine learning based approaches, e.g., deep learning, have gained popularity in this do…

astro-ph.IM2021

Novel EOSC Services for Space Challenges: The NEANIAS First Outcomes

Eva Sciacca, Mel Krokos, Ugo Becciani +13

The European Open Science Cloud (EOSC) initiative faces the challenge of developing an agile, fit-for-purpose, and sustainable service-oriented platform that can address the evolvi…