64 citations · 175 across the 10 of their papers we have counts for
10 papers
Understanding the soil water dynamics during excess and deficit rainfall conditions over the Core monsoon zone of India
Mangesh M. Goswami, Milind Mujumdar, Bhupendra Bahadur Singh +8
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…
FlashBench: A lightning nowcasting framework based on the hybrid deep learning and physics-based dynamical models
Manmeet Singh, Vaisakh S. B., Dipjyoti Mudiar +9
Lightning strikes are a well-known danger, and are a leading cause of accidental fatality worldwide. Unfortunately, lightning hazards seldom make headlines in international media c…
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…
Assessing the impact of soil moisture-temperature coupling on temperature extremes over the Indian region
Naresh G Ganeshi, Milind Mujumdar, Takaya Yuhei +4
While previous model sensitivity studies have mainly focused on discerning the soil moisture-precipitation feedback processes over the Indian region, the present study investigates…
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…
Quantifying COVID-19 enforced global changes in atmospheric pollutants using cloud computing based remote sensing
Manmeet Singh, Bhupendra Bahadur Singh, Raunaq Singh +4
Global lockdowns in response to the COVID-19 pandemic have led to changes in the anthropogenic activities resulting in perceivable air quality improvements. Although several recent…