activity
20162022
most citedA Data-Driven Approach for Accurate Rainfall Prediction

158 citations · 363 across the 22 of their papers we have counts for

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Showing 2017Show all

7 papers · 1 filter

cs.CV2017

Correlating Satellite Cloud Cover with Sky Cameras

Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee +1

The role of clouds is manifold in understanding the various events in the atmosphere, and also in studying the radiative balance of the earth. The conventional manner of such cloud…

cs.CV2017

Analyzing Cloud Optical Properties Using Sky Cameras

Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee +1

Clouds play a significant role in the fluctuation of solar radiation received by the earth's surface. It is important to study the various cloud properties, as it impacts the total…

physics.ao-ph2017

Study of Clear Sky Models for Singapore

Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee +1

The estimation of total solar irradiance falling on the earth's surface is important in the field of solar energy generation and forecasting. Several clear-sky solar radiation mode…

cs.CV2017

Nighttime sky/cloud image segmentation

Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee +1

Imaging the atmosphere using ground-based sky cameras is a popular approach to study various atmospheric phenomena. However, it usually focuses on the daytime. Nighttime sky/cloud…

cs.CV2017

Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures

Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee +1

Ground-based whole sky imagers are popular for monitoring cloud formations, which is necessary for various applications. We present two new Wide Angle High-Resolution Sky Imaging S…

physics.ao-ph2017

Cloud Radiative Effect Study Using Sky Camera

Soumyabrata Dev, Shilpa Manandhar, Feng Yuan +2

The analysis of clouds in the earth's atmosphere is important for a variety of applications, viz. weather reporting, climate forecasting, and solar energy generation. In this paper…