Jagabandhu Panda

Trend Detection and GEV-Based Frequency Analysis of Extreme Rainfall Events in Nagaland, India

In this study, the extreme rainfall events at daily and monthly time scales were analyzed across all the major districts of Nagaland State located in the northeastern part of India by jointly using observed station data from Soil and Water Conservation Department, Government of Nagaland and India Meteorological Departm...

A study on the evolutionary dynamics of North Indian Ocean tropical cyclones with varying lifespans

Machine learning-based prediction of soil aggregate stability for sustainable land management in the eastern Himalayan region of India

Plot-scale rainfall-induced soil erosion data are scarce in the eastern Himalayas of India. Soil aggregate stability (SAS), commonly quantified by mean weight diameter (MWD), is a key indicator of erosion susceptibility. As laboratory determination of MWD is labor-intensive, machine learning (ML)-based pedotransfer...

A Modeling Effort for Medium-Range Weather Prediction over India with a Modified Pangu-Weather Architecture

A DL-based model for weather forecasting over India, with inference time less than a minute for a seven-day prediction, is proposed, inspired by the Pangu-Weather (PW), a data-driven global weather forecasting model.