activity
20222024
most citedShort-range forecasts of global precipitation using deep learning-augmented numerical weather prediction

9 citations · 20 across the 5 of their papers we have counts for

collaborators

5 papers

physics.ao-ph2024★ 2 cited

Role of Autoconversion Parameterization in Coupled Climate Model for Simulating Monsoon Subseasonal Oscillations

Ushnanshu Dutta, Moumita Bhowmik, Anupam Hazra +2

The Indian summer monsoon (ISM) and associated monsoon intraseasonal oscillations (MISOs) influence the billions of people living in the Indian subcontinent. This study explores th…

physics.soc-ph2023

NDUI+: A fused DMSP-VIIRS based global normalized difference urban index dataset

Manmeet Singh, Subhasis Ghosh, Harsh Kamath +9

Urbanization is advancing rapidly, covering less than 2% of Earth's surface yet profoundly influencing global environments and experiencing disproportionate impacts from extreme we…

physics.ao-ph2023★ 3 cited

Role of modified cloud microphysics parameterization in coupled climate model for studying ISM rainfall: small-scale cloud model and climate model work better together

Moumita Bhowmik, Anupam Hazra, Ankur Srivastava +4

An unresolved problem of present generation coupled climate models is the realistic distribution of rainfall over Indian monsoon region, which is also related to the persistent dry…

physics.ao-ph2023★ 6 cited

Eulerian-Lagrangian particle-based model for diffusional growth for the better parameterization of ISM clouds: A road map for improving climate model through small-scale model using observations

Moumita Bhowmik, Anupam Hazra, Suryachandra A. Rao +1

The quantitative prediction of the intensity of rainfall events (light or heavy) has remained a challenge in Numerical Weather Prediction (NWP) models. For the first time the mean…

physics.ao-ph2022★ 9 cited

Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction

Manmeet Singh, Vaisakh S B, Nachiketa Acharya +5

Precipitation governs Earth's hydroclimate, and its daily spatiotemporal fluctuations have major socioeconomic effects. Advances in Numerical weather prediction (NWP) have been mea…